Libre Biotech

ONT Isoform Functional Annotation (superseded)

Barcode 21 functional annotation

Type
CWL
Status
succeeded
Engine
cwltool
Duration
1 h
Source Data
Study Strain-specific cortex gene expression and isoform usage
Sample prep PCR-cDNA barcoding library preparation for C57/DBA mouse RNA (run 3, bc10-15) 2023-05-09
Sequencing Nanopore PCR-cDNA sequencing of C57/DBA mouse RNA (run 3) 2023-05-12
Run Data Run #63 (6 samples)
Samples C57_rep1_bc10 C57_rep2_bc11 C57_rep3_bc12 DBA_rep1_bc13 DBA_rep2_bc14 DBA_rep3_bc15
Pipeline
ONT Long-Read Transcriptomics (IsoQuant)
ONT Isoform Functional Annotation (superseded)
Run #50 (this run)
succeeded 1 sources

Sample Provenance

Process Chain
1
Dissection and collection of tissue from 10-week-old male mice (C57/BL6J and DBA/2J) (2016-10-17) Labbook
Protocol: Dissection and collection of tissue from 10-week-old male mice
8 samples produced
2
Dissection and collection of tissue from 10-week-old male mice (C57/BL6J and DBA/2J) continued (2016-10-17) Labbook
Protocol: Dissection and collection of tissue from 10-week-old male mice
24 samples produced
3
Simultaneous extraction of DNA and RNA from C57 and DBA cortex tissue using Qiagen AllPrep (2016-11-17) Labbook
Protocol: Simultaneous DNA and RNA extraction from animal tissues using QIAGEN AllPrep DNA/RNA Mini Kit
16 samples produced
4
PCR-cDNA barcoding library preparation for C57/DBA mouse RNA (SQK-PCB111.24) (2023-03-13) Labbook
Protocol: PCR-cDNA Barcoding sequencing library preparation (SQK-PCB111.24)
6 samples produced
5
Fragment Analyzer analysis of C57/DBA PCR-cDNA libraries (pre-selection) (2023-03-14) Labbook
24 measurements across 6 samples
6
PCR-cDNA barcoding library preparation for C57/DBA mouse RNA (run 3, bc10-15) (2023-05-09) Labbook
Protocol: PCR-cDNA Barcoding sequencing library preparation (SQK-PCB111.24)
6 samples produced
7
Nanopore PCR-cDNA sequencing of C57/DBA mouse RNA (run 3) (2023-05-12) Labbook

QC Measurements

Fragment Analyzer analysis of C57/DBA PCR-cDNA libraries (pre-selection)
2023-03-14 Labbook
Sample bp count ng/µL nmol/L
C57_rep1_bc19 1493 3 5.6008 6.1563
C57_rep2_bc20 1493 4 6.2061 7.4416
C57_rep3_bc21 1485 3 5.7241 6.8672
DBA_rep1_bc22 1500 2 4.2355 4.4695
DBA_rep2_bc23 1485 2 4.0452 4.2648
DBA_rep3_bc24 1485 2 4.3327 4.7107

Workflow

ONT Isoform Functional Annotation

#cwl

Software Tools

ToolVersionURL
cwltool - https://github.com/common-workflow-language/cwltool
eldudy007_isoseq:1.0.sif - -

Results Summary

Unique Reads
94,961
from upstream transcriptomics
rRNA Reads
84 (0.1%)
mRNA Reads
94,877
used for CPM calculation
Transcripts Annotated
6,619
Pfam Hit Rate
96.2%
SwissProt Hit Rate
96.8%
High-Confidence
5,101 (77.1%)
Tier 1–2
NMD Candidates
107 (1.6%)

Evidence Tier Distribution

Novel Isoform Discovery

Total Isoforms
6,619
Reference
6,443
Novel (IsoQuant)
176
175 with ≥3 reads, 1 low-support
Novel %
2.7%
DV Genes: Novel-Created
46
Variation only from novel isoforms
DV Genes: Novel-Contributed
6
Novel isoforms add to existing ref variation
DV Genes: Reference-Only
287
Variation from reference annotation alone

Long-read sequencing discovered 176 novel isoforms (2.7%). Of 339 domain variant genes, 46 (14%) show domain architecture variation only because of novel isoforms not present in the reference annotation. In 3 DV genes, only novel isoforms produced detectable ORFs.

Isoform Read Support (CPM from upstream transcriptomics)

Novel Expression Rate
100.0%
176 / 176 (175 with ≥3 reads)
Reference Expression Rate
90.4%
5,826 / 6,443
Novel Median CPM
52.7
median 5 reads (mean 6.6, range 1–73)
Ref Median CPM
21.1
Novel (n=176)
Reference (n=6,443)

Box plots show median (line), IQR (box), and 1.5×IQR whiskers. Individual isoform CPM values are overlaid as jittered points. Log10 scale; dashed line marks CPM = 1 expression threshold. Per-model CPM from OUT.transcript_model_counts.tsv

Novel Isoform Functional Impact

Domain Altered
14
8.0% of novel
NMD Candidates
7
4.0% of novel
ORF Disrupted
20
11.4% of novel
Conserved
131
74.4% — same protein

169 of 176 novel isoforms (96.0%) have SwissProt protein homologs. 4 isoforms have no detectable protein homolog. Top species: Mus musculus (140), Homo sapiens (10), Bos taurus (9), Rattus norvegicus (7), Sus scrofa (1).

High-Impact Novel Isoforms (45)
Gene Impact Details ORF Reads CPM SwissProt
RBBP4
transcript565.4.nic
Domain altered Lost: Hexon
complete 11 115.9 sp|Q3MHL3|RBBP4_BOVIN
95.5% — Histone-binding protein RBBP4
TUBB2A
transcript98.13.nnic
Domain altered Lost: Tubulin_C
complete 11 115.9 sp|P09203|TBB1_CHICK
99.4% — Tubulin beta-1 chain
Laptm4a
transcript27.12.nnic
Domain altered Lost: Circovir2_Orf4
complete 6 63.2 sp|Q60961|LAP4A_MOUSE
100.0% — Lysosomal-associated transmemb...
Tpt1
transcript461.14.nnic
Domain altered Lost: DUF6613
complete 6 63.2 sp|P63028|TCTP_MOUSE
100.0% — Translationally-controlled tum...
Araf
transcript108.X.nic
Domain altered Lost: PKinase
complete 5 52.7 sp|P04627|ARAF_MOUSE
100.0% — Serine/threonine-protein kinas...
Gnptg
transcript165.17.nic
Domain altered Lost: AltA1
complete 4 42.2 sp|Q6S5C2|GNPTG_MOUSE
100.0% — N-acetylglucosamine-1-phosphot...
Prxl2a
transcript178.14.nic
Domain altered Lost: 2heme_cytochrom
complete 4 42.2 sp|Q9CYH2|PXL2A_MOUSE
100.0% — Peroxiredoxin-like 2A
Rbck1
transcript955.2.nnic
Domain altered Lost: Rad50_zn_hook, Ubiquitin, zf-RanBP
complete 4 42.2 sp|Q9WUB0|HOIL1_MOUSE
97.7% — RanBP-type and C3HC4-type zinc...
TUBB2B
transcript111.13.nnic
Domain altered Lost: Tubulin_C
complete 3 31.6 sp|Q6B856|TBB2B_BOVIN
99.4% — Tubulin beta-2B chain
Khdrbs3
transcript159.15.nnic
Domain altered Lost: STAR_dimer
complete 3 31.6 sp|Q9R226|KHDR3_MOUSE
100.0% — KH domain-containing, RNA-bind...
Chmp3
transcript239.6.nic
Domain altered Lost: SPOUT
complete 3 31.6 sp|Q9CQ10|CHMP3_MOUSE
100.0% — Charged multivesicular body pr...
Suclg1
transcript277.6.nic
Domain altered Lost: NADP_Rossmann
complete 3 31.6 sp|Q9WUM5|SUCA_MOUSE
100.0% — Succinate--CoA ligase [ADP/GDP...
Dab1
transcript328.4.nic
Domain altered Gained: Globin complete 3 31.6 sp|Q8CJH2|DAB1_RAT
99.0% — Disabled homolog 1
Pard6a
transcript623.8.nnic
Domain altered Lost: Ubiquitin
complete 3 31.6 sp|Q9Z101|PAR6A_MOUSE
100.0% — Partitioning defective 6 homol...
Stx4
transcript1110.7.nic
ORF disrupted Lost: COG2, Csm1_N, DUF3671, DUF3698, E-set, ETRAMP, His_Kinase_A, PRP1_N, T2SSF, TPR, TPR_MLP1_2, Vac_Fusion
Gained: GOLD-like
3prime_partial 16 168.6 sp|P70452|STX4_MOUSE
100.0% — Syntaxin-4
Grb14
transcript411.2.nic
ORF disrupted Lost: BPS, PH, Ubiquitin
5prime_partial 12 126.5 sp|Q9JLM9|GRB14_MOUSE
100.0% — Growth factor receptor-bound p...
Stoml2
transcript176.4.nic
ORF disrupted 5prime_partial 11 115.9 sp|Q99JB2|STML2_MOUSE
100.0% — Stomatin-like protein 2, mitoc...
Ntan1
transcript72.16.nic
ORF disrupted 5prime_partial 11 115.9 sp|Q64311|NTAN1_MOUSE
100.0% — Protein N-terminal asparagine ...
Cops7a
transcript613.6.nic
ORF disrupted 5prime_partial 8 84.3 sp|Q9CZ04|CSN7A_MOUSE
100.0% — COP9 signalosome complex subun...
Brcc3
transcript236.X.nnic
ORF disrupted 5prime_partial 7 73.8 sp|P46737|BRCC3_MOUSE
100.0% — Lys-63-specific deubiquitinase...
Cryzl1
transcript461.16.nic
ORF disrupted 5prime_partial 7 73.8 sp|Q921W4|QORL1_MOUSE
100.0% — Quinone oxidoreductase-like pr...
Septin4
transcript780.11.nic
ORF disrupted 5prime_partial 6 63.2 sp|P28661|SEPT4_MOUSE
99.6% — Septin-4
AKAP11
transcript485.14.nic
ORF disrupted 3prime_partial 5 52.7 sp|Q9UKA4|AKA11_HUMAN
78.6% — A-kinase anchor protein 11
Tango2
transcript166.16.nic
ORF disrupted 5prime_partial 4 42.2 sp|P54797|TNG2_MOUSE
100.0% — Transport and Golgi organizati...
TXNL4A
transcript334.18.nnic
ORF disrupted 3prime_partial 4 42.2
Ccdc106
transcript56.7.nic
ORF disrupted Gained: E-set 5prime_partial 4 42.2 sp|Q3ULM0|CC106_MOUSE
100.0% — Coiled-coil domain-containing ...
Tsg101
transcript569.7.nic
ORF disrupted Gained: BLOC1_2, DUF3987, ERM_helical, Exonuc_VII_L 5prime_partial 4 42.2 sp|Q61187|TS101_MOUSE
100.0% — Tumor susceptibility gene 101 ...
H2AZ1
transcript591.3.nic
ORF disrupted 5prime_partial 4 42.2 sp|P0C0S4|H2AZ_BOVIN
100.0% — Histone H2A.Z
Emc7
transcript624.2.nnic
ORF disrupted 5prime_partial 4 42.2 sp|Q9EP72|EMC7_MOUSE
99.4% — Endoplasmic reticulum membrane...
Ntan1
transcript73.16.nic
ORF disrupted 5prime_partial 4 42.2 sp|Q64311|NTAN1_MOUSE
83.3% — Protein N-terminal asparagine ...
Ly6h
transcript189.15.nnic
ORF disrupted 5prime_partial 3 31.6
Lin7b
transcript514.7.nic
ORF disrupted Lost: DUF2057
Gained: PDDEXK
5prime_partial 3 31.6 sp|O88951|LIN7B_MOUSE
97.1% — Protein lin-7 homolog B
Aprt
transcript767.8.nic
ORF disrupted 5prime_partial 3 31.6 sp|P08030|APT_MOUSE
97.5% — Adenine phosphoribosyltransfer...
Apbb1
transcript843.7.nic
ORF disrupted internal 3 31.6 sp|Q9QXJ1|APBB1_MOUSE
100.0% — Amyloid beta precursor protein...
Ubald1
transcript34.16.nic
NMD complete 18 189.7 sp|Q6P3B2|UBAD1_MOUSE
99.4% — UBA-like domain-containing pro...
Fam107a
transcript38.14.nnic
NMD complete 16 168.6 sp|Q78TU8|F107A_MOUSE
100.0% — Actin-associated protein FAM10...
Ptov1
transcript462.7.nic
NMD complete 8 84.3 sp|Q91VU8|PTOV1_MOUSE
100.0% — Prostate tumor-overexpressed g...

transcript353.7.nic
NMD complete 7 73.8
RBBP4
transcript553.4.nnic
NMD complete 5 52.7 sp|Q3MHL3|RBBP4_BOVIN
100.0% — Histone-binding protein RBBP4
Abhd3
transcript28.18.nnic
NMD complete 3 31.6 sp|Q91ZH7|ABHD3_MOUSE
100.0% — Phospholipase ABHD3
Alkbh6
transcript317.7.nic
NMD complete 3 31.6 sp|Q8K2U2|ALKB6_MOUSE
100.0% — Probable RNA/DNA demethylase A...

transcript600.6.nic
No homolog Domains: QWRF, Secretin_N_2 complete 17 179.2
Zcchc17
transcript607.4.nnic
No homolog complete 7 73.8

transcript372.X.nic
No homolog 5prime_partial 4 42.2

transcript265.7.nic
No homolog Domains: NIP_1 5prime_partial 3 31.6

Frame Impact Classification

Functional Diversity per Gene

Top Pfam Domains

Domain Architectures per Gene

Annotation QC: Pfam Artifact Detection

Related Pfam families are grouped into clans; proteins with anomalously high domain density (structural protein artifacts) are flagged separately. The cleaned set is used for all downstream analysis.

Original DV Genes
339
After QC Filtering
230
Removed (Artifacts)
109
Flagged Details
71
Flagged Artifacts (71)
Gene Gene Name Reason Arch (raw) Arch (collapsed) Core / Variable Domains
ENSMUSG00000014402 Tsg101 density artifact 3 0 38 / 5
ENSMUSG00000027940 Tpm3 density artifact 3 0 43 / 10
ENSMUSG00000040242 Fgfr1op2 density artifact 2 0 31 / 0
ENSMUSG00000020708 PSMC5 density artifact 2 0 37 / 0
ENSMUSG00000001175 CALM1 density artifact 2 0 30 / 0
ENSMUSG00000078941 Ak6 density artifact 2 0 38 / 0
ENSMUSG00000059689 Znf32 density artifact 2 0 40 / 0
ENSMUSG00000030805 Stx4 density artifact 2 0 31 / 0
ENSMUSG00000032366 TPM4 density artifact 2 0 50 / 0
ENSMUSG00000027506 Tpd52 density artifact 2 0 37 / 0
ENSMUSG00000002985 Apoe density artifact 2 0 42 / 0
ENSMUSG00000026833 Olfm1 density artifact 2 0 42 / 0
ENSMUSG00000026761 Orc4 density artifact 2 0 52 / 0
ENSMUSG00000026966 Ssna1 density artifact 1 0 55 / 0
ENSMUSG00000020486 Septin4 clan collapse 3 1 13 / 3
ENSMUSG00000016308 UBE2A clan collapse 3 1 3 / 1
ENSMUSG00000023175 Bsg clan collapse 2 1 7 / 0
ENSMUSG00000002778 Kdelr1 clan collapse 2 1 2 / 0
ENSMUSG00000024516 Sec11c clan collapse 2 1 2 / 0
ENSMUSG00000020719 Ddx5 clan collapse 2 1 6 / 0
ENSMUSG00000024217 Snrpc clan collapse 2 1 3 / 0
ENSMUSG00000034744 Nagk clan collapse 2 1 2 / 0
ENSMUSG00000051504 CD33 clan collapse 2 1 6 / 0
ENSMUSG00000046434 HNRNPA1 clan collapse 2 1 6 / 0
ENSMUSG00000020309 Chac2 clan collapse 2 1 2 / 0
ENSMUSG00000022756 Slc7a4 clan collapse 2 1 4 / 0
ENSMUSG00000029538 Srsf9 clan collapse 2 1 5 / 0
ENSMUSG00000015806 Qdpr clan collapse 2 1 5 / 0
ENSMUSG00000026201 Stk16 clan collapse 2 1 8 / 0
ENSMUSG00000063235 Ptpmt1 clan collapse 2 1 5 / 0
ENSMUSG00000000253 Gmpr clan collapse 2 1 4 / 0
ENSMUSG00000027998 Plrg1 clan collapse 2 1 9 / 0
ENSMUSG00000021772 Nkiras1 clan collapse 2 1 9 / 0
ENSMUSG00000022793 B4galt4 clan collapse 2 1 3 / 0
ENSMUSG00000022635 Zcrb1 clan collapse 2 1 6 / 0
ENSMUSG00000004032 Gstm5 clan collapse 2 1 6 / 0
ENSMUSG00000044628 Rnf208 clan collapse 2 1 10 / 0
ENSMUSG00000047766 Lrrc49 clan collapse 2 1 4 / 0
ENSMUSG00000058240 Cryzl1 clan collapse 2 1 3 / 0
ENSMUSG00000087260 Lamtor5 clan collapse 2 1 2 / 0
ENSMUSG00000002332 Dhrs1 clan collapse 2 1 5 / 0
ENSMUSG00000042831 Alkbh6 clan collapse 2 1 1 / 1
ENSMUSG00000000184 Ccnd2 clan collapse 2 1 3 / 0
ENSMUSG00000051730 Mettl5 clan collapse 2 1 23 / 0
ENSMUSG00000020873 Slc35b1 clan collapse 2 1 5 / 0
ENSMUSG00000055720 Ubl7 clan collapse 2 1 5 / 1
ENSMUSG00000021094 Dhrs7 clan collapse 2 1 5 / 0
ENSMUSG00000057411 Antkmt clan collapse 2 1 5 / 0
ENSMUSG00000037062 Sh3glb1 clan collapse 2 1 6 / 1
ENSMUSG00000022674 Ube2v2 clan collapse 2 1 2 / 0
ENSMUSG00000019054 Fis1 clan collapse 2 1 8 / 0
ENSMUSG00000024617 CAMK2A clan collapse 2 1 12 / 0
ENSMUSG00000032336 Nptn clan collapse 2 1 10 / 0
ENSMUSG00000006782 Cnp clan collapse 2 1 23 / 0
ENSMUSG00000021982 Cdadc1 clan collapse 2 1 4 / 0
ENSMUSG00000030512 SNRPA1 clan collapse 2 1 4 / 0
ENSMUSG00000024576 CSNK1A1 clan collapse 2 1 7 / 0
ENSMUSG00000039183 Nubp2 clan collapse 2 1 21 / 0
ENSMUSG00000030701 Plekhb1 clan collapse 2 1 3 / 0
ENSMUSG00000029166 Mapre3 clan collapse 2 1 4 / 0
ENSMUSG00000002524 Puf60 clan collapse 2 1 5 / 0
ENSMUSG00000001313 Rnd2 clan collapse 2 1 5 / 0
ENSMUSG00000056367 Actr3b clan collapse 2 1 5 / 0
ENSMUSG00000005150 Wdr83 clan collapse 2 1 6 / 0
ENSMUSG00000032786 Alas1 clan collapse 2 1 5 / 0
ENSMUSG00000031505 Naxd clan collapse 2 1 3 / 0
ENSMUSG00000036775 Decr2 clan collapse 2 1 5 / 0
ENSMUSG00000038671 Arfrp1 clan collapse 2 1 9 / 0
ENSMUSG00000040532 Abhd11 clan collapse 2 1 14 / 0
ENSMUSG00000063358 Mapk1 clan collapse 2 1 10 / 0
ENSMUSG00000033429 Mcee clan collapse 2 1 5 / 0

Domain Variants by Evidence Tier

Variable Domain Landscape

Total Variable Domains
65
Domain Loss Events
61
Domain Gain Events
5
Loss : Gain Ratio
12.2:1

Domain loss dominates gain ~12:1, consistent with alternative splicing predominantly removing exons encoding specific domains rather than inserting novel domain-encoding exons.


All Variable Domains (65)
Domain DV Genes Gain Loss Genes
DUF2207 2 0 2 Tmem134, Tmem208
PRR20 1 0 1 Fam241b
STAS 1 1 0 Hdhd2
FlbT 1 1 0 Hdhd2
FleQ 1 1 0 Hdhd2
FAM184 1 0 1 CLTA
MGC-24 1 0 1 Cadm1
Mid2 1 0 1 Cadm1
Mucin 1 0 1 Cadm1
AAA_19 1 0 1 EIF4A2
Helicase_RecD 1 0 1 EIF4A2
AAA_30 1 0 1 EIF4A2
AAA_22 1 0 1 EIF4A2
ResIII 1 0 1 EIF4A2
UvrD-helicase 1 0 1 EIF4A2
Flavi_DEAD 1 0 1 EIF4A2
ABC1 1 0 1 Araf
Pkinase 1 0 1 Araf
APH 1 0 1 Araf
Kdo 1 0 1 Araf
PK_Tyr_Ser-Thr 1 0 1 Araf
Pkinase_fungal 1 0 1 Araf
Kinase-like 1 0 1 Araf
SLT_L 1 0 1 Rpl13a
Nuf2_DHR10-like 1 0 1 Stx5
Prominin 1 0 1 Stx5
Syntaxin_2 1 0 1 Stx5
DUF4795 1 0 1 Stx5
QWRF 1 0 1 Stx5
Cep3 1 0 1 Stx5
Baculo_F 1 0 1 Stx5
Jnk-SapK_ap_N 1 0 1 Stx5
WASH_WAHD 1 0 1 Stx5
Ge1_WD40 1 0 1 Fbxw2
CHAP 1 0 1 Fbxw2
TrbL_3 1 0 1 Pja1
DUF2458 1 0 1 Dgcr6
DARPP-32 1 0 1 Mterf4
bZIP_Maf 1 0 1 Sh3glb2
DUF4191 1 0 1 Tmem208
Yip1 1 0 1 Tusc3
YhhN 1 0 1 Tusc3
DUF6350 1 0 1 Tusc3
Bax1-I 1 0 1 Tusc3
LMBR1 1 0 1 Psma3
Cytochrom_C_2 1 1 0 Eef1d
Herpes_DNAp_acc 1 1 0 Eef1d
VP1_VP3 1 0 1 Serbp1
Presenilin 1 0 1 Cd47
GST_C_3 1 0 1 Eef1b
GST_C_6 1 0 1 Eef1b
NiFe_hyd_3_EhaA 1 0 1 Hm13
DUF3040 1 0 1 Tmem134
DUF308 1 0 1 Tmem134
Neurensin 1 0 1 Tmem134
SdpI 1 0 1 Tmem134
Collectrin 1 0 1 Use1
PPP4R2 1 0 1 Apbb1
DNA_pol_phi 1 0 1 Apbb1
G6B 1 0 1 Ccdc106
Het-C 1 0 1 Sgce
YrbL-PhoP_reg 1 0 1 RPS24
AAA_23 1 0 1 Stmn4
GBP_C 1 0 1 Stmn4
CCDC84 1 0 1 Stmn4

Domain Variant Genes (230 genes, multiple architectures after QC)

All domain variant genes retaining multiple domain architectures after clan collapse and density artifact removal. Use the search box to filter by gene ID, name, function, or domain.

Showing 230 of 230 genes
Gene Name Function Isoforms Arch Tier CPM Source Core Domains
ENSMUSG00000032076 Cadm1 Cell adhesion molecule 1 3 3 1 10.5 Ref Adeno_E3_CR1, Adhes-Ig_like, C1-set, C2-set, C2-set_2, DUF3439, I-set, Ig_2, Ig_3, Ig_4, Ig_C17orf99, Izumo-Ig, SSP160, Syndecan, V-set, ig
ENSMUSG00000034403 Pja1 E3 ubiquitin-protein ligase Praja-1 3 3 1 126.5 Ref Amidase, FANCL_C, zf-ANAPC11, zf-C3HC4, zf-C3HC4_2, zf-C3HC4_3, zf-Nse, zf-P11, zf-RING_11, zf-RING_16, zf-RING_2, zf-RING_5, zf-RING_UBOX, zf-rbx1
ENSMUSG00000118664 Tusc3 Dolichyl-diphosphooligosaccharide--protein glycosyltransferase subunit TUSC3 3 3 1 42.2 Mixed DUF4131, Gram_pos_anchor, OST3_OST6, Thioredoxin
ENSMUSG00000035642 Aamdc Mth938 domain-containing protein 3 3 1 73.8 Ref DUF498, Indigoidine_A, UPF0180
ENSMUSG00000022044 Stmn4 Stathmin-4 4 3 1 695.6 Ref ATG14, DHR-2_Lobe_C, EF-hand_14, Exonuc_VII_L, FUT8_N_cat, Pex19, Ribonuc_2-5A, Stathmin, UPF0242
ENSMUSG00000055762 Eef1d Elongation factor 1-delta 5 3 4 42.2 Ref CCD48, EF-1_beta_acid, EF1_GNE, JIP_LZII, KASH_CCD, Lzipper-MIP1, PRKG1_interact, PilJ, RF-1, Striatin, TSC22, TolA_bind_tri, Trimer_CC
ENSMUSG00000040276 Pacsin1 Protein kinase C and casein kinase substrate in neurons protein 1 2 2 1 21.1 Ref DUF2605, FCH, RPS31, SH3_1, SH3_2, SH3_9, Terpene_syn_C_2
ENSMUSG00000047084 Ngrn Neugrin 2 2 1 84.3 Ref Dermcidin, MRP-L20, Neugrin, Ribosomal_L29, UPF0122
ENSMUSG00000060743 His3.3A Histone H3.3A 2 2 1 200.3 Ref CBFD_NFYB_HMF, CENP-S, CENP-T_C, GHL13, Histone, PAF
ENSMUSG00000021124 Vti1b Vesicle transport through interaction with t-SNAREs homolog 1B 2 2 1 52.7 Ref 4HB_MCP_1, CCDC-167, Cir_Bir_Yir, DASH_Duo1, DUF1759, DUF3376, DUF3958, DUF6245, DUF745, Exonuc_VII_L, Fusion_gly, KxDL, Laminin_II, OmpH, Sec20, Snapin_Pallidin, Syntaxin-6_N, UPF0449, V-SNARE, V-SNARE_C, YqjK
ENSMUSG00000026171 Rnf25 E3 ubiquitin-protein ligase RNF25 2 2 1 31.6 Ref CpXC, DUF3785, Papo_T_antigen, RWD, zf-ANAPC11, zf-C3HC4, zf-C3HC4_2, zf-C3HC4_3, zf-RING_11, zf-RING_2, zf-RING_5, zf-RING_UBOX, zf-rbx1
ENSMUSG00000002767 Mrpl2 Large ribosomal subunit protein uL2m 2 2 1 200.3 Ref Ribosomal_L2, Ribosomal_L2_C
ENSMUSG00000020083 Fam241b Protein FAM241B 3 2 1 115.9 Ref DUF4605
ENSMUSG00000030401 Rtn2 Reticulon-2 2 2 1 73.8 Ref Babuvirus_MP, DUF592, Reticulon, mono-CXXC
ENSMUSG00000022332 Khdrbs3 KH domain-containing, RNA-binding, signal transduction-associated protein 3 2 2 1 52.7 Novel KH_1, Qua1, STAR_dimer, Sam68-YY
ENSMUSG00000025421 Hdhd2 Haloacid dehalogenase-like hydrolase domain-containing protein 2 5 2 1 105.4 Ref Acid_phosphat_B, DUF3155, HAD_2, Hydrolase, Hydrolase_6, Hydrolase_like
ENSMUSG00000030881 Arfip2 Arfaptin-2 2 2 1 73.8 Ref Arfaptin, BAR, BAR_2, BAR_3, Blo-t-5, TPR_MLP1_2
ENSMUSG00000038005 Hpf1 Histone PARylation factor 1 3 2 1 168.6 Ref DUF2228, DUF6027
ENSMUSG00000032186 Tmod2 Tropomodulin-2 2 2 1 42.2 Ref LRR_6, Peptidase_M3_N, Tropomodulin
ENSMUSG00000026888 Grb14 Growth factor receptor-bound protein 14 2 2 1 137.0 Novel BPS, PH, PH_20, RA, SH2
ENSMUSG00000028478 CLTA Clathrin light chain A 4 2 1 463.8 Ref CENP-Q, Clathrin_lg_ch, ORC3_N
ENSMUSG00000007812 Znf655 Zinc finger protein 655 2 2 1 0.0 Ref KRAB, Oxidored_q4, PHD, XPA_N, Zn-ribbon_8, zf-AN1, zf-C2H2, zf-C2H2_11, zf-C2H2_4, zf-C2H2_6, zf-C2H2_jaz, zf-C2HC_2, zf-H2C2_2, zf_C2H2_13
ENSMUSG00000030058 Copg1 Coatomer subunit gamma-1 2 2 1 115.9 Ref Adaptin_N, COP-gamma_platf, Cm_res_leader, Cnd1, Cnd3, Coatomer_g_Cpla, HEAT, HEAT_2, HEAT_EZ, HEAT_PBS, MOR2-PAG1_C, PDS5, UNC45-central
ENSMUSG00000027270 Lamp5 Lysosome-associated membrane glycoprotein 5 2 2 1 495.4 Ref Chordopox_A13L, Cons_hypoth698, DUF4083, DUF819, Lamp, VAS1_LD
ENSMUSG00000022884 EIF4A2 Eukaryotic initiation factor 4A-II 3 2 1 969.7 Ref CMS1, DEAD, Fanconi_A, Helicase_C, tRNA-synt_1b
ENSMUSG00000025156 GPS1 COP9 signalosome complex subunit 1 3 2 1 115.9 Ref Antitox_RHH, CTD10, GARP, PCI, RPN7, TPR_1, TPR_11, TPR_2
ENSMUSG00000024037 Wdr4 tRNA (guanine-N(7)-)-methyltransferase non-catalytic subunit WDR4 2 2 1 21.1 Ref Nup160, WD40
ENSMUSG00000029363 Rfc5 Replication factor C subunit 5 2 2 1 10.5 Ref AAA, AAA_11, AAA_14, AAA_16, AAA_19, AAA_22, AAA_24, AAA_25, AAA_3, AAA_30, AAA_5, AAA_7, AAA_assoc_2, ATPase_2, DEAD, DNA_pol3_delta, DNA_pol3_delta2, DUF815, Mg_chelatase, PhoH, RNA_helicase, Rad17, Rep_fac_C, ResIII, RuvB_N, Sigma54_activat, T2SSE, TIP49, Thioredoxin_6, TniB, bpMoxR
ENSMUSG00000030605 Mfge8 Lactadherin 2 2 1 347.8 Ref EGF, EGF_2, F5_F8_type_C, Laminin_EGF, Muskelin_N, cEGF, hEGF
ENSMUSG00000074182 Znhit6 Box C/D snoRNA protein 1 2 2 1 21.1 Ref PolC_DP2, zf-B_box, zf-HIT
ENSMUSG00000005312 Ubqln1 Ubiquilin-1 2 2 1 10.5 Ref CUE, ComX, DnaG_DnaB_bind, Dsc3_N, HOIP-UBA, PDH_C, Rad60-SLD, Rad60-SLD_2, STI1, UBA, Ubiquitin_4, Ubiquitin_5, XPC-binding, YukD, ubiquitin
ENSMUSG00000064264 Znf428 Zinc finger protein 428 2 2 1 105.4 Ref PIEZO, zf-C2H2_4
ENSMUSG00000001127 Araf Serine/threonine-protein kinase A-Raf 3 2 1 305.7 Mixed C1_1, RBD, TUG-UBL1, zf-RING-like, zf-RING_2
ENSMUSG00000090083 Rnf8 E3 ubiquitin-protein ligase RNF8 2 2 1 42.2 Ref ArsR, CENP-F_leu_zip, DUF4407, FHA, FUSC, Prok-RING_4, RhoGEF67_u2, UCH, Yop-YscD_cpl, zf-ANAPC11, zf-C2H2_2, zf-C3HC4, zf-C3HC4_2, zf-C3HC4_3, zf-C3HC4_4, zf-Nse, zf-RING_10, zf-RING_2, zf-RING_4, zf-RING_5, zf-RING_6, zf-RING_UBOX, zf-rbx1
ENSMUSG00000027523 Gnas Guanine nucleotide-binding protein G(s) subunit alpha isoforms short 2 2 1 590.2 Ref AAA_29, Arf, G-alpha, GTP_EFTU, Gtr1_RagA, MARVEL, NESP55, Roc, TniB
ENSMUSG00000074129 Rpl13a Large ribosomal subunit protein uL13 3 2 1 2,129.1 Ref Ribosomal_L13
ENSMUSG00000015749 Anp32e Acidic leucine-rich nuclear phosphoprotein 32 family member E 2 2 1 52.7 Ref BUD22, FBXL18_LRR, LRR_1, LRR_4, LRR_6, LRR_8, LRR_9, SAPS
ENSMUSG00000025512 Chid1 Chitinase domain-containing protein 1 2 2 1 10.5 Ref CoA_binding_2, Glyco_hydro_18, Glyco_hydro_85
ENSMUSG00000028772 Zcchc17 Zinc finger CCHC domain-containing protein 17 2 2 1 10.5 Novel CDC45, Coilin_N, CpXC, DUF3827, DUF4604, Hid1, Menin, RR_TM4-6, S1, SR-25, zf-CCHC
ENSMUSG00000022559 Fbxl6 F-box/LRR-repeat protein 6 2 2 1 42.2 Ref F-box, F-box-like, LRR_4, LRR_6, LRR_8
ENSMUSG00000030330 Ing4 Inhibitor of growth protein 4 2 2 1 126.5 Ref AP3D1, DASH_Dad2, DASH_Spc19, DUF1192, DUF1376, DUF4200, DUF4407, DUF6482, HCMV_UL139, IFP_35_N, ING, LMBR1, PHD, PHD_2, SOGA, zf-HC5HC2H
ENSMUSG00000010110 Stx5 Syntaxin-5 3 2 1 73.8 Ref Apolipoprotein, BLOC1_2, DUF16, DUF1664, DUF5063, DUF5082, Fib_alpha, IZUMO, LPP, MCPsignal, NPV_P10, SKA1, SNARE, Spectrin, Syntaxin, Syntaxin-5_N, Troponin, Vac_Fusion
ENSMUSG00000079317 TRAPPC2 Trafficking protein particle complex subunit 2 2 2 1 137.0 Ref DUF4984, Sedlin_N, Sybindin
ENSMUSG00000036748 Cuedc2 CUE domain-containing protein 2 4 2 1 253.0 Mixed CUE, DUF6592
ENSMUSG00000020792 Exoc7 Exocyst complex component 7 2 2 1 10.5 Ref COG5, Exo70, RolB_RolC, Sec34, Vps52
ENSMUSG00000006392 Med8 Mediator of RNA polymerase II transcription subunit 8 2 2 1 94.9 Ref Baculo_PEP_C, CENP-Q, CSN4_RPN5_eIF3a, Med8, SlyX
ENSMUSG00000068739 Sars1 Serine--tRNA ligase, cytoplasmic 2 2 1 115.9 Ref NOD, PG_binding_2, Seryl_tRNA_N, VOMI, tRNA-synt_2b
ENSMUSG00000035949 Fbxw2 F-box/WD repeat-containing protein 2 3 2 1 10.5 Ref ANAPC4_WD40, DUF5570, F-box, F-box-like, NBCH_WD40, WD40
ENSMUSG00000018322 Tomm34 Mitochondrial import receptor subunit TOM34 2 2 1 94.9 Ref ANAPC3, BTAD, DUF4919, Fis1_TPR_C, MIT, PSII_Pbs27, SHNi-TPR, SRP_TPR_like, TPR_1, TPR_10, TPR_11, TPR_12, TPR_14, TPR_16, TPR_17, TPR_19, TPR_2, TPR_6, TPR_7, TPR_8, TPR_9, TPR_MalT
ENSMUSG00000002504 Nherf2 Na(+)/H(+) exchange regulatory cofactor NHE-RF2 2 2 1 31.6 Ref DUF1450, DUF5994, DUF6288, EBP50_C, GRASP55_65, PDZ, PDZ_2, PDZ_6, Peptidase_M50
ENSMUSG00000031347 Cetn2 Centrin-2 2 2 1 52.7 Ref Asp-B-Hydro_N, CNNM, Caleosin, DUF4601, DUF6694, Dockerin_1, EF-hand_1, EF-hand_11, EF-hand_14, EF-hand_4, EF-hand_5, EF-hand_6, EF-hand_7, EF-hand_8, EF-hand_9, Fin, HerA_C, LETM1_RBD, RTP, SRI, SUB1_ProdP9, SurA_N_2, SurA_N_3
ENSMUSG00000022617 Chkb Choline/ethanolamine kinase 2 2 1 42.2 Ref APH, Choline_kinase, EcKL, Pkinase_fungal, T2SSL
ENSMUSG00000021792 Prxl2a Peroxiredoxin-like 2A 3 2 1 179.2 Novel AhpC-TSA, AhpC-TSA_2, DUF2231, Redoxin, UCR_Fe-S_N
ENSMUSG00000003531 Dgcr6 Protein DGCR6 3 2 1 200.3 Ref DGCR6
ENSMUSG00000040044 Orc3 Origin recognition complex subunit 3 2 2 1 21.1 Ref Consortin_C, Fe_dep_repr_C, ORC3_N, ORC3_ins, ORC_WH_C, TAFH
ENSMUSG00000006575 Rundc3a RUN domain-containing protein 3A 2 2 1 137.0 Ref DUF3450, DUF5595, Phage_GP20, RUN, UPF0242, WT1
ENSMUSG00000056121 Fez2 Fasciculation and elongation protein zeta-2 2 2 1 52.7 Ref DUF5102, FEZ, FapA, Gluconate_2-dh3, MRP-L46, NPV_P10, V_ATPase_I
ENSMUSG00000021576 Pdcd6 Programmed cell death protein 6 2 2 1 463.8 Ref EF-hand_1, EF-hand_10, EF-hand_5, EF-hand_6, EF-hand_7, EF-hand_8, EF-hand_9, SPARC_Ca_bdg, XS
ENSMUSG00000029359 Tesc Calcineurin B homologous protein 3 2 2 1 200.3 Ref EF-hand_1, EF-hand_2, EF-hand_5, EF-hand_6, EF-hand_7, EF-hand_8, GIT_CC, M16C_assoc
ENSMUSG00000057236 RBBP4 Histone-binding protein RBBP4 6 2 1 105.4 Mixed ANAPC4_WD40, CAF1C_H4-bd, Capsid_NCLDV, NBCH_WD40, WD40, eIF2A
ENSMUSG00000031878 Nae1 NEDD8-activating enzyme E1 regulatory subunit 2 2 1 84.3 Ref E1_4HB, SEP, ThiF
ENSMUSG00000029922 Mkrn1 E3 ubiquitin-protein ligase makorin-1 2 2 1 21.1 Ref Torus, zf-ANAPC11, zf-C3HC4, zf-C3HC4_2, zf-C3HC4_4, zf-CCCH, zf-CCCH_2, zf-CCCH_3, zf-CCCH_4, zf-RING_11, zf-RING_2, zf-RING_5, zf-RING_UBOX, zf-rbx1, zf_CCCH_4
ENSMUSG00000032356 Rasgrf1 Ras-specific guanine nucleotide-releasing factor 1 2 2 1 147.6 Ref AAA_11, DUF3877, IQ, PH, PH_11, PH_13, PH_17, PH_20, RasGEF, RasGEF_N, RhoGEF
ENSMUSG00000028461 Ccdc107 Coiled-coil domain-containing protein 107 2 2 1 168.6 Ref Baculo_PEP_C, DUF1043, DUF3014, DUF3638, DUF948, GAS, Mce4_CUP1, RIC3, RskA, YihI
ENSMUSG00000033653 Vps8 Vacuolar protein sorting-associated protein 8 homolog 2 2 1 21.1 Ref Clathrin, PHD, Vps8, zf-C3H2C3, zf-C3HC4, zf-C3HC4_2, zf-RING_11, zf-RING_2, zf-RING_5, zf-RING_UBOX
ENSMUSG00000059436 Max Protein max 2 2 1 84.3 Ref ATG16, Csm1_N, DUF4140, DUF4763, DUF5595, DUF5716, DivIC, FapA, Filament, HALZ, HLH, JAKMIP_CC3, Jnk-SapK_ap_N, SLX9, SlyX, V_ATPase_I, ZapB, bZIP_2
ENSMUSG00000021040 Slirp SRA stem-loop-interacting RNA-binding protein, mitochondrial 2 2 1 42.2 Ref Nup35_RRM, Nup35_RRM_2, PB1, RRM_1, SelR
ENSMUSG00000005986 Ankrd13d Ankyrin repeat domain-containing protein 13D 2 2 1 21.1 Ref Ank, Ank_2, Ank_3, Ank_4, Ank_5, GPCR_chapero_1, UIM
ENSMUSG00000026860 Sh3glb2 Endophilin-B2 3 2 1 200.3 Ref BAR, BAR_2, BAR_3, IMD, SH3_1, SH3_2, SH3_9
ENSMUSG00000029755 Dlx5 Homeobox protein DLX-5 2 2 1 21.1 Ref Cauli_DNA-bind, DLL_N, Homeobox_KN, Homeodomain, YdaS_antitoxin
ENSMUSG00000021087 rtn1-a Reticulon-1-A 3 2 1 1,886.7 Ref DUF4736, Reticulon
ENSMUSG00000031371 Haus7 HAUS augmin-like complex subunit 7 2 2 1 42.2 Ref AATF-Che1, FlgN, Nsp1_C, Plant_NMP1, YabA
ENSMUSG00000024914 Drap1 Dr1-associated corepressor 2 2 1 411.1 Ref CBFD_NFYB_HMF, Histone, PPP4R2, TAF4
ENSMUSG00000026019 Wdr12 Ribosome biogenesis protein WDR12 2 2 1 0.0 Ref ANAPC4_WD40, DUF6739, NBCH_WD40, NLE, NRDE-2, NUDIX_4, Pap_E4, Pneumo_att_G, RR_TM4-6, Serinc, WD40, Zip
ENSMUSG00000029713 GNB2 Guanine nucleotide-binding protein G(I)/G(S)/G(T) subunit beta-2 2 2 1 358.4 Ref ANAPC4_WD40, CaM_bind, Cytochrom_D1, Ge1_WD40, NBCH_WD40, WD40, WD40_like
ENSMUSG00000014856 Tmem208 Transmembrane protein 208 3 2 1 115.9 Ref Halogen_Hydrol, TMEM208_SND2
ENSMUSG00000027489 Necab3 N-terminal EF-hand calcium-binding protein 3 2 2 1 147.6 Novel ABM, Cactin_mid, DnaI_N, EF-hand_1, EF-hand_5, EF-hand_6, EF-hand_7, EF-hand_8, Jnk-SapK_ap_N
ENSMUSG00000028020 Glrb Glycine receptor subunit beta 2 2 1 52.7 Ref DUF3267, Hepatitis_core, Neur_chan_LBD, Neur_chan_memb
ENSMUSG00000033379 Atp6v0b V-type proton ATPase 21 kDa proteolipid subunit c'' 2 2 1 1,328.0 Ref ATP-synt_C, DUF3742, G0-G1_switch_2, PIRT
ENSMUSG00000027466 Rbck1 RanBP-type and C3HC4-type zinc finger-containing protein 1 2 2 1 31.6 Novel IBR, Rad50_zn_hook, ubiquitin, zf-C3HC4, zf-C3HC4_2, zf-C3HC4_4, zf-RING_11, zf-RING_2, zf-RING_5, zf-RING_UBOX, zf-RanBP
ENSMUSG00000071655 Ubxn1 UBX domain-containing protein 1 3 2 1 400.5 Ref CDC45, Presenilin, Selenoprotein_S, UBA, UBX, eIF3_subunit
ENSMUSG00000013593 Ndufs2 NADH dehydrogenase [ubiquinone] iron-sulfur protein 2, mitochondrial 2 2 1 421.6 Ref Complex1_49kDa, NiFeSe_Hases, Polo_box_3
ENSMUSG00000021431 Snrnp48 U11/U12 small nuclear ribonucleoprotein 48 kDa protein 2 2 1 21.1 Ref EAD2, PMBR, RE_Eco47II, Ubiq-assoc, YsaB, zf-U11-48K
ENSMUSG00000024949 Sf1 Splicing factor 1 2 2 1 52.7 Ref KH_1, KH_5, SF1-HH, UPF0181, zf-CCHC, zf-CCHC_3, zf-CCHC_5
ENSMUSG00000032172 OLFM2 Noelin-2 2 2 1 84.3 Ref ABC_tran_CTD, CLZ, DUF1664, Ephrin, Helo_like_N, Matrilin_ccoil, Noelin-1, OLF, PepSY_2
ENSMUSG00000028063 Lmna Prelamin-A/C 2 2 1 52.7 Ref ATG16, CENP-F_leu_zip, Cnn_1N, Crescentin, DUF4407, FIVAR, Fez1, Filament, GBR2_CC, LTD, TPR_MLP1_2, Tht1, TolA_bind_tri, YabA, zf-NADH-PPase
ENSMUSG00000020925 Ccdc43 Coiled-coil domain-containing protein 43 2 2 1 52.7 Ref RepL, SPECT1, TetR_C_28
ENSMUSG00000031068 Glrx3 Glutaredoxin-3 2 2 1 52.7 Novel Arf, CNOT1_HEAT_N, DIM1, DUF4279, DUF953, GREB1_C, GST_N_3, GerD, Glutaredoxin, HeH, HyaE, OST3_OST6, Phosducin, RdRP, SH3BGR, TMF_TATA_bd, Thioredoxin, Thioredoxin_2, Thioredoxin_8, Thioredoxin_9, TrbC_Ftype, ZinT
ENSMUSG00000015126 Tsr3 18S rRNA aminocarboxypropyltransferase 4 2 1 115.9 Ref RLI, Ribo_biogen_C
ENSMUSG00000021866 Anxa11 Annexin A11 2 2 1 42.2 Ref Annexin, HSCB_C, Myb_DNA-bind_7, Ribosomal_S6e
ENSMUSG00000045969 Ing1 Inhibitor of growth protein 1 2 2 1 0.0 Ref CCDC106, CDC45, CIS_TMP, DDHD, DUF4661, DUF6739, Dsh_C, Hid1, ING, KH_5, MAS20, MCM_bind, NPR3, PHD, PHD_2, Presenilin, SRP-alpha_N, Snu56_snRNP, ZYG-11_interact, Zip, zf-C4pol, zf-HC5HC2H
ENSMUSG00000048495 Tyw5 tRNA wybutosine-synthesizing protein 5 2 2 1 31.6 Ref Cupin_8, Hpr_kinase_N, JmjC, JmjC_2
ENSMUSG00000053768 Chchd3 MICOS complex subunit Mic19 2 2 1 84.3 Novel CHCH, DUF1690, DUF885, ECH_2, Fes1, MIC19_MIC25, NDUF_B7
ENSMUSG00000027593 Raly RNA-binding protein Raly 2 2 1 126.5 Ref Filament_head, GRP, Herpes_capsid, RRM_1, RRM_5, RhlB
ENSMUSG00000026701 Prdx6 Peroxiredoxin-6 3 2 1 505.9 Ref 1-cysPrx_C, AhpC-TSA, Redoxin
ENSMUSG00000031697 Orc6 Origin recognition complex subunit 6 2 2 1 42.2 Ref Cyclin_C, EAD9, ORC6
ENSMUSG00000090266 Mettl23 Histone-arginine methyltransferase METTL23 2 2 1 42.2 Ref Methyltransf_16, Pox_F16
ENSMUSG00000005483 Dnajb1 DnaJ homolog subfamily B member 1 2 2 1 0.0 Ref DnaJ, DnaJ_C
ENSMUSG00000056116 H2-Q10 H-2 class I histocompatibility antigen, Q10 alpha chain 2 2 1 31.6 Ref AA_permease_2, C1-set, C2-set_2, Cadherin_C_2, Ig_3, MHC_I, Mucin, ig
ENSMUSG00000027935 Rab13 Ras-related protein Rab-13 2 2 1 21.1 Ref AAA, AAA_16, AAA_22, AAA_25, AAA_33, AAA_7, ATP_bind_3, Arf, GTP_EFTU, Gtr1_RagA, MMR_HSR1, PduV-EutP, Ras, Roc, RsgA_GTPase, RuvX, SRPRB, Septin, TMP-TENI, TniB
ENSMUSG00000079557 Marchf2 E3 ubiquitin-protein ligase MARCHF2 2 2 1 137.0 Ref Baculo_IE-1, RINGv, Vpu, zf-C3HC4, zf-RING_2, zf-rbx1
ENSMUSG00000030086 Chchd6 MICOS complex subunit Mic25 2 2 1 621.9 Ref ATG14, Activator-TraM, CHCH, DUF1690, DUF3150, DUF4337, DUF6462, Exonuc_VII_L, FapA, IZUMO, MIC19_MIC25, NDUF_B7, hDGE_amylase
ENSMUSG00000026857 Ntmt1 N-terminal Xaa-Pro-Lys N-methyltransferase 1 2 2 1 94.9 Ref Bin3, CTD4, Methyltransf_11, Methyltransf_12, Methyltransf_2, Methyltransf_23, Methyltransf_25, Methyltransf_29, Methyltransf_31, Methyltransf_PK, Ubie_methyltran
ENSMUSG00000062753 Smim29 Small integral membrane protein 29 2 2 1 42.2 Novel ABC2_membrane_3, BCCT, DUF2371, DUF3267, DUF3619, DUF4245, Hol_Tox
ENSMUSG00000030980 Knop1 Lysine-rich nucleolar protein 1 2 2 1 0.0 Ref DUF5771, SMAP
ENSMUSG00000029610 Aimp2 Aminoacyl tRNA synthase complex-interacting multifunctional protein 2 2 2 1 158.1 Ref AIMP2_LysRS_bd, GST_C, GST_C_2, GST_C_3, GST_C_6, GTP-bdg_M, Thioredoxin_16
ENSMUSG00000067242 LGI1 Leucine-rich glioma-inactivated protein 1 2 2 1 73.8 Ref BSP_II, CENP-B_dimeris, DUF2671, EPTP, FAM176, Fer4_18, GSK-3_bind, Importin_rep_6, LRRCT, LRR_1, LRR_4, LRR_5, LRR_8, LRR_9, PAXIP1_C, PBP1_TM, Radial_spoke, Ribosomal_60s, WTX
ENSMUSG00000028636 Ppcs Phosphopantothenate--cysteine ligase 2 2 1 21.1 Ref DFP, GGDEF_2
ENSMUSG00000024012 Mtch1 Mitochondrial carrier homolog 1 5 2 1 84.3 Ref Mito_carr, YdjM
ENSMUSG00000021773 Comtd1 Catechol O-methyltransferase domain-containing protein 1 2 2 1 21.1 Ref DNA_binding_1, MTS, Methyltransf_18, Methyltransf_24, Methyltransf_25, Methyltransf_3, Methyltransf_31, PCMT
ENSMUSG00000038880 Mrps34 Small ribosomal subunit protein mS34 2 2 1 253.0 Ref MRP-S34, NDK, PSI_PsaJ, Peptidase_S77
ENSMUSG00000028974 Dffa DNA fragmentation factor subunit alpha 2 2 1 42.2 Ref CIDE-N, COG2, Crescentin, DFF-C, T2SSppdC, Yuri_gagarin
ENSMUSG00000031622 Sin3b Paired amphipathic helix protein Sin3b 2 2 1 168.6 Ref DUF5077, PAH, Sin3_corepress, Sin3a_C
ENSMUSG00000034757 Tmub2 Transmembrane and ubiquitin-like domain-containing protein 2 2 2 1 63.2 Ref CD52, DUF2417, DUF6232, Dsc3_N, Rad60-SLD_2, ubiquitin
ENSMUSG00000027777 Schip1 Schwannomin-interacting protein 1 2 2 1 537.5 Ref DUF5102, DUF5798, EURL, FEZ, HNF-1_N, SCHIP-1
ENSMUSG00000031358 Msl3 MSL complex subunit 3 2 2 1 10.5 Ref Chromo, MRG, Pih1_fungal_CS, Tudor-knot
ENSMUSG00000022634 Yaf2 YY1-associated factor 2 2 2 1 63.2 Ref C1_2, Ephrin_rec_like, PROCN, RAP1, WTX, YAF2_RYBP, zf-RanBP
ENSMUSG00000060073 Psma3 Proteasome subunit alpha type-3 3 2 1 801.0 Ref Arm-DNA-bind_3, Proteasome, Proteasome_A_N
ENSMUSG00000031996 Aplp2 Amyloid beta precursor like protein 2 2 2 1 210.8 Novel APP_Cu_bd, APP_E2, APP_N, APP_amyloid, Activator-TraM, CDC24, CDC45, DabA, Kunitz_BPTI, RapH_N, VHL_C
ENSMUSG00000032112 Trappc4 Trafficking protein particle complex subunit 4 2 2 1 242.4 Ref PDZ_6, Sedlin_N, Sybindin
ENSMUSG00000020832 Eral1 GTPase Era, mitochondrial 2 2 1 42.2 Ref AAA_16, AAA_28, AIG1, Arf, Dynamin_N, FeoB_N, G-alpha, GTP_EFTU, KH_1, KH_2, MMR_HSR1, PduV-EutP, Ras, Roc, RsgA_GTPase, SRPRB, TniB, cobW
ENSMUSG00000006476 Nsmf NMDA receptor synaptonuclear signaling and neuronal migration factor 2 2 1 115.9 Ref DUF4347, IQ
ENSMUSG00000021288 Klc1 Kinesin light chain 1 2 2 1 421.6 Ref ANAPC3, COG2, DUF627, GHL5, GlfT2_domain3, JIP_LZII, MIT, PPR, PPR_2, RNPP_C, RPN7, SHNi-TPR, SOGA, TMF_TATA_bd, TPR_1, TPR_10, TPR_12, TPR_14, TPR_16, TPR_17, TPR_19, TPR_2, TPR_4, TPR_7, TPR_8, TPR_MalT, WbqC, YabA
ENSMUSG00000058672 TUBB2A Tubulin beta-2A chain 2 2 1 2,171.2 Novel Misat_Tub_SegII, Tubulin, Tubulin_2, Tubulin_3, Tubulin_C
ENSMUSG00000030032 Wdr54 WD repeat-containing protein 54 2 2 1 21.1 Ref ANAPC4_WD40, Anillin, Lgl_C, PQQ, RAB3GAP2_N, WD40
ENSMUSG00000063236 UPF0488 protein C8orf33 homolog 2 2 1 42.2 Ref CtsR_C, DUF3584, DUF4615, PDE4_UCR, PolC_DP2
ENSMUSG00000040888 Dst Dystonin 2 2 1 10.5 Ref APOBEC4, DUF5344, DUF6730, Evr1_Alr, FAD_SOX, GrpE, NCKAP5, Nbl1_Borealin_N, SNAD4, Spectrin
ENSMUSG00000029199 Lias Lipoyl synthase, mitochondrial 2 2 1 94.9 Ref Glyco_transf_4, LIAS_N, ROS_MUCR, Radical_SAM, SVWC
ENSMUSG00000045482 TRRAP Transformation/transcription domain-associated protein 2 2 1 42.2 Ref BALF1, DEC-1_N, ELMO_ARM, FAP, FAT, FATC, Mito_carr, PI3_PI4_kinase, Sec7_N, TPR_2, TPR_8, Tra1_central, Tra1_ring, WGG
ENSMUSG00000031536 Polb DNA polymerase beta 2 2 1 73.8 Novel Cdd1, DNA_pol_B_palm, DNA_pol_B_thumb, DNA_pol_lambd_f, DUF3701, ExoD, HHH, HHH_2, HHH_3, HHH_5, HHH_8, IMS_HHH, NTP_transf_2, WSN
ENSMUSG00000021759 Plpp1 Phospholipid phosphatase 1 2 2 1 10.5 Novel DUF418, DUF6541, PAP2, PAP2_C
ENSMUSG00000026254 Eif4e2 Eukaryotic translation initiation factor 4E type 2 2 2 1 31.6 Ref FlgD, IF4E, IHABP4_N, Stm1_N
ENSMUSG00000022415 Syngr1 Synaptogyrin-1 2 2 1 231.9 Ref Col_cuticle_N, DUF4064, DUF805, Fig1, MARVEL, Ost5
ENSMUSG00000055254 Ntrk2 BDNF/NT-3 growth factors receptor 2 2 1 105.4 Ref C2-set_2, Haspin_kinase, I-set, Ig_2, Ig_3, Ig_C17orf99, LRRCT_2, LRRNT, LRR_1, LRR_5, LRR_8, PK_Tyr_Ser-Thr, Pkinase, V-set, ig
ENSMUSG00000075467 Dnlz DNL-type zinc finger protein 2 2 1 0.0 Ref DUF6112, DUF6510, HypA, Zn-ribbon_8, Zn_ribbon_SprT, zf-C2H2, zf-CSL, zf-DNL
ENSMUSG00000048967 Yjefn3 YjeF N-terminal domain-containing protein 3 2 2 1 31.6 Novel DUF4381, GRIM-19, Planc_extracel, YjeF_N
ENSMUSG00000018858 Mrpl58 Large ribosomal subunit protein mL62 3 2 1 73.8 Ref HLH, NOG1_N, RF-1, pEK499_p136
ENSMUSG00000060126 Tpt1 Translationally-controlled tumor protein 3 2 1 242.4 Novel DUF6613, TCTP
ENSMUSG00000036564 ndrg4 Protein NDRG4 3 2 1 105.4 Ref Abhydrolase_1, Endotoxin_N, Ndr
ENSMUSG00000008167 FBXW9 F-box/WD repeat-containing protein 9 2 2 1 42.2 Ref F-box, F-box-like, PQQ_3, WD40, WD40_2, WD40_like
ENSMUSG00000004070 Hmox2 Heme oxygenase 2 2 2 1 84.3 Ref CENP-H, DUF349, Heme_oxygenase, SsgA
ENSMUSG00000039660 Spout1 28S rRNA (uridine-N(3))-methyltransferase 2 2 1 73.8 Ref AP1AR, DUF2514, Methyltrn_RNA_3
ENSMUSG00000036371 Serbp1 SERPINE1 mRNA-binding protein 1 3 2 1 105.4 Ref HABP4_PAI-RBP1, IHABP4_N
ENSMUSG00000021696 Elovl7 Very long chain fatty acid elongase 7 2 2 1 0.0 Ref DUF1129, ELO, MerR, TRAP_alpha
ENSMUSG00000020912 Krt12 Keratin, type I cytoskeletal 12 2 2 1 63.2 Novel ADIP, APC_N_CC, ATG16, Bacillus_HBL, DUF1664, DUF1843, DUF4407, ERM_helical, Filament, LPP, Mod_r, SKA1, Sec34, Tweety, V_ATPase_I, YabA, zf-C4H2
ENSMUSG00000003464 Pex19 Peroxisomal biogenesis factor 19 2 2 1 147.6 Ref DUF3450, GlutR_dimer, HHH_4, Laminin_I, Pex19, Rod-binding, mTERF
ENSMUSG00000055447 Cd47 Leukocyte surface antigen CD47 4 2 1 115.9 Ref CD47, Ig_3, Mpo1-like, TssN, V-set_CD47
ENSMUSG00000025967 Eef1b Elongation factor 1-beta 3 2 1 158.1 Ref EF-1_beta_acid, EF1_GNE
ENSMUSG00000019194 Scn1b Sodium channel regulatory subunit beta-1 2 2 1 253.0 Ref DUF5326, DUF6264, Ig_3, V-set
ENSMUSG00000024381 Bin1 Myc box-dependent-interacting protein 1 2 2 1 84.3 Ref Arfaptin, BAR, BAR_3, BLOC1_2, Baculo_PEP_C, CK2S, DUF1664, DUF5667, DUF948, Jnk-SapK_ap_N, Laminin_II, OmpH, PTS_IIA, SH3_1, SH3_2, SH3_9, TBD, THP2, V-SNARE, YtxH
ENSMUSG00000019188 Hm13 Signal peptide peptidase 3 2 1 84.3 Novel DUF4345, Peptidase_A22B, Presenilin, SPP
ENSMUSG00000023007 Prpf40b Pre-mRNA-processing factor 40 homolog B 2 2 1 21.1 Ref AAA_33, DTW, DUF4936, FF, Glyco_hyd_101C, RhoGAP-FF1, SelB-wing_2, Spherulin4, WW
ENSMUSG00000024845 Tmem134 Transmembrane protein 134 3 2 1 115.9 Ref TMEM_230_134
ENSMUSG00000036112 Metap2 Methionine aminopeptidase 2 2 2 1 115.9 Ref CDT1_C, CpG_bind_C, Ebp2, Peptidase_M24, SPT6_acidic, TSGP1
ENSMUSG00000078919 Dpm1 Dolichol-phosphate mannosyltransferase subunit 1 2 2 1 21.1 Ref Glyco_tranf_2_2, Glyco_tranf_2_3, Glyco_tranf_2_4, Glyco_transf_21, Glycos_transf_2, MapZ_C2
ENSMUSG00000000827 Tpd52l2 Tumor protein D54 2 2 1 10.5 Ref AAA_13, DUF4164, Glyco_hydro_36, HIP1_clath_bdg, TPD52, VASP_tetra
ENSMUSG00000020585 Laptm4a Lysosomal-associated transmembrane protein 4A 2 2 1 611.3 Novel Circovir2_Orf4, DUF4728, Mtp
ENSMUSG00000045128 Rpl18a Large ribosomal subunit protein eL20 2 2 1 63.2 Ref DNA_primase_lrg, Ribosomal_L18A
ENSMUSG00000002395 Use1 Vesicle transport protein USE1 3 2 1 242.4 Novel AAR2, Adhes-Ig_like, Amnionless, CCB2_CCB4, DUF5383, MCU, MRP-L28, Orf78, Use1
ENSMUSG00000022856 Tmem41a Transmembrane protein 41A 2 2 1 21.1 Ref SNARE_assoc, ThiW
ENSMUSG00000048076 ARF1 ADP-ribosylation factor 1 2 2 1 674.6 Ref 6PF2K, Arf, DO-GTPase2, DUF1806, G-alpha, Gtr1_RagA, MMR_HSR1, Ras, Roc, SRPRB
ENSMUSG00000024921 Smarca2 SWI/SNF-related matrix-associated actin-dependent regulator of chromatin subfamily A member 2 2 2 1 10.5 Ref BRK, Bromodomain, HSA, Helicase_C, Hid1, Hus1, NAD_binding_5, Peptidase_C37, Presenilin, ResIII, SNF2-rel_dom, SnAC, V_ATPase_I, Vpu
ENSMUSG00000005699 Pard6a Partitioning defective 6 homolog alpha 4 2 1 84.3 Novel PB1, PDZ, PDZ_6
ENSMUSG00000035521 Gnptg N-acetylglucosamine-1-phosphotransferase subunit gamma 2 2 1 168.6 Novel AltA1, DPM3, PRKCSH, PRKCSH_1
ENSMUSG00000037089 Slc35b2 Adenosine 3'-phospho 5'-phosphosulfate transporter 1 2 2 1 31.6 Ref DUF2070, EamA, PI3K_rbd, TPT, UAA
ENSMUSG00000029048 Rer1 Protein RER1 2 2 1 94.9 Ref DUF2208, Rer1, SEP
ENSMUSG00000045136 TUBB2B Tubulin beta-2B chain 2 2 1 21.1 Novel Misat_Tub_SegII, Tubulin, Tubulin_2, Tubulin_3, Tubulin_C
ENSMUSG00000024026 Glo1 Lactoylglutathione lyase 3 2 1 94.9 Ref Glyoxalase, Glyoxalase_4, Glyoxalase_6, PIG-X
ENSMUSG00000042675 YPEL3 Protein yippee-like 3 2 2 1 590.2 Ref DiS_P_DiS, Elf1, RIG-I_C-RD, Yippee-Mis18
ENSMUSG00000032504 Pdcd6ip Programmed cell death 6-interacting protein 2 2 1 52.7 Ref AAT, ALIX_LYPXL_bnd, BRO1, DUF5082, Ly49, Tex_N
ENSMUSG00000026179 Pnkd Probable thioesterase PNKD 2 2 1 189.7 Ref DUF4748, HAGH_C, Lactamase_B, Lactamase_B_2, Lactamase_B_3
ENSMUSG00000027282 Mtch2 Mitochondrial carrier homolog 2 2 2 1 274.0 Ref CDP-OH_P_tran_2, Mito_carr
ENSMUSG00000028519 Dab1 Disabled homolog 1 2 2 1 42.2 Novel Bac_globin, PID
ENSMUSG00000021493 Pdlim7 PDZ and LIM domain protein 7 2 2 1 115.9 Ref DUF4749, DZR, LIM, PDZ, PDZ_2, PDZ_6, Peptidase_M50, Rv0078B, TF_Zn_Ribbon, zf-ribbon_3
ENSMUSG00000015149 Sirt2 NAD-dependent protein deacetylase sirtuin-2 3 2 1 347.8 Ref RecQ_Zn_bind, SIR2, YdjO
ENSMUSG00000021546 HNRNPK Heterogeneous nuclear ribonucleoprotein K 3 2 1 115.9 Ref DJ-1_PfpI, DUF719, KH_1, KH_2, KH_4, KH_5, MOEP19, ROKNT
ENSMUSG00000019738 POLR2I DNA-directed RNA polymerase II subunit RPB9 2 2 1 63.2 Ref CpXC, DUF3716, DZR, Ogr_Delta, RNA_POL_M_15KD, TFIIS_C, TF_Zn_Ribbon, Zn-ribbon_8, Zn_Tnp_IS1595, Zn_Tnp_IS91, Zn_ribbon_recom
ENSMUSG00000029440 Psmd9 26S proteasome non-ATPase regulatory subunit 9 2 2 1 10.5 Ref DUF4133, GRASP55_65, Nas2_N, PDZ, PDZ_2, PDZ_6, Peptidase_M50
ENSMUSG00000037032 Apbb1 Amyloid beta precursor protein binding family B member 1 5 2 1 337.3 Mixed PID, PID_2, PTB, WW
ENSMUSG00000053119 Chmp3 Charged multivesicular body protein 3 2 2 1 105.4 Novel DUF3915, PSD4, SPOUT_MTase, Snf7
ENSMUSG00000022552 Sharpin Sharpin 2 2 1 115.9 Ref Emfourin, FeoB_Cyto, Sharpin_PH, YebG, ubiquitin, zf-RanBP
ENSMUSG00000039917 Rhbdd2 Rhomboid domain-containing protein 2 2 2 1 21.1 Ref DER1, DUF2070, Rhomboid
ENSMUSG00000035824 Tk2 Thymidine kinase 2, mitochondrial 2 2 1 31.6 Ref AAA_18, AAA_33, CoaE, RE_Bpu10I, Thymidylate_kin, dNK
ENSMUSG00000035228 Ccdc106 Coiled-coil domain-containing protein 106 4 2 1 21.1 Novel CCDC106, SOGA
ENSMUSG00000035863 Palm Paralemmin-1 2 2 1 52.7 Ref FeoB_Cyto, Paralemmin
ENSMUSG00000041278 Ttc1 Tetratricopeptide repeat protein 1 2 2 1 147.6 Ref MG2, RPN7, SOAR, TPR_1, TPR_11, TPR_12, TPR_14, TPR_15, TPR_16, TPR_17, TPR_19, TPR_2, TPR_6, TPR_7, TPR_8, TPR_9, eIF3_N
ENSMUSG00000066456 Hmgn3 High mobility group nucleosome-binding domain-containing protein 3 2 2 1 189.7 Ref HMG14_17, TT_ORF2, UPF0239
ENSMUSG00000024436 Mrps18b Small ribosomal subunit protein mS40 2 2 1 179.2 Ref FAM165, HTH_21, Ribosomal_S18, zf-RING_10
ENSMUSG00000072214 Septin5 Septin-5 2 2 1 115.9 Ref AAA_16, AAA_22, AAA_29, ABC_tran, Dynamin_N, GTP_EFTU, LRRCT, LRRNT, LRR_8, MMR_HSR1, NACHT, Ras, Roc, RsgA_GTPase, Septin, VirE
ENSMUSG00000014195 Dnajc7 DnaJ homolog subfamily C member 7 2 2 1 158.1 Ref ANAPC3, Alkyl_sulf_dimr, BTAD, DnaJ, MIT, NFACT-R_1, RPN7, RPT, Rapsyn_N, SHNi-TPR, Sel1, TPR-S, TPR_1, TPR_10, TPR_11, TPR_12, TPR_14, TPR_16, TPR_17, TPR_19, TPR_2, TPR_3, TPR_4, TPR_6, TPR_7, TPR_8, TPR_9
ENSMUSG00000018398 Septin8 Septin-8 2 2 1 189.7 Ref AAA_16, AAA_22, AAA_23, AAA_24, AAA_29, AAA_7, ABC_tran, AIG1, ATG14, ATG16, ATP_bind_1, DUF5906, DUF87, Dynamin_N, Exonuc_VII_L, GTP_EFTU, IMD, MMR_HSR1, Microtub_bd, RHD3_GTPase, RNA_helicase, Ras, Roc, RsgA_GTPase, Septin, T2SSE
ENSMUSG00000044477 Zfand3 AN1-type zinc finger protein 3 2 2 1 10.5 Ref zf-A20, zf-AN1
ENSMUSG00000015094 Npdc1 Neural proliferation differentiation and control protein 1 3 2 1 1,201.6 Ref LapA_dom, NPDC1
ENSMUSG00000029128 Rab28 Ras-related protein Rab-28 2 2 1 147.6 Ref Arf, DLIC, G-alpha, Gtr1_RagA, PduV-EutP, Ras, Roc, WHAMM-JMY_N, XFP_N
ENSMUSG00000025290 RPS24 Small ribosomal subunit protein eS24 3 2 1 1,285.9 Ref Ribosomal_S24e
ENSMUSG00000078427 Sarnp SAP domain-containing ribonucleoprotein 2 2 1 115.9 Ref HTH_Tnp_IS630, LETM1_RBD, SAP, SAP_new25, Tho1_MOS11_C
ENSMUSG00000043259 Fam13c Protein FAM13C 2 2 1 21.1 Ref DUF573, Drc1-Sld2, SOGA, SlyX, Tmemb_cc2, betaPIX_CC
ENSMUSG00000041199 Rpusd1 RNA pseudouridylate synthase domain-containing protein 1 2 2 1 94.9 Ref PseudoU_synth_2, Ribophorin_I
ENSMUSG00000027012 Dync1i2 Cytoplasmic dynein 1 intermediate chain 2 2 2 1 52.7 Ref ANAPC4_WD40, DUF6465, Dynein_IC2, FYDLN_acid, SOBP, WD40
ENSMUSG00000028411 Aptx Aprataxin 2 2 1 63.2 Ref CBP_BcsO, DcpS_C, FHA, FHA_2, Glycoamylase, HIT, TAF8_C, zf-AN1, zf-C2H2_4, zf-C2H2_6, zf-C2HE
ENSMUSG00000003872 Lin7b Protein lin-7 homolog B 2 2 1 200.3 Novel DUF2057, L27, PDZ, PDZ_2, PDZ_6, Peptidase_M50, RecC_C
ENSMUSG00000052738 Suclg1 Succinate--CoA ligase [ADP/GDP-forming] subunit alpha, mitochondrial 2 2 1 632.4 Novel CoA_binding, CoA_binding_2, Ligase_CoA, Succ_CoA_lig
ENSMUSG00000044573 Acp1 Low molecular weight phosphotyrosine protein phosphatase 2 2 1 10.5 Ref LMWPc, MmeI_Mtase, TMEM206
ENSMUSG00000044811 Cd300c2 CMRF-35-like molecule 4 2 2 1 21.1 Ref Apq12, Ig_3, V-set, ig
ENSMUSG00000058267 Mrps14 Small ribosomal subunit protein uS14m 2 2 1 126.5 Ref PSS, Ribosomal_S14
ENSMUSG00000040462 Os9 Protein OS-9 2 2 4 126.5 Ref PRKCSH, PRKCSH_1, RRN3, SNAP-25
ENSMUSG00000031585 Gtf2e2 General transcription factor IIE subunit 2 2 2 4 52.7 Ref PhoQ_Sensor, TFA2_Winged_2, TFIIE_beta
ENSMUSG00000063765 Chadl Chondroadherin-like protein 2 2 4 52.7 Ref LRRCT, LRRNT, LRR_1, LRR_4, LRR_5, LRR_6, LRR_8, LRR_9
ENSMUSG00000015217 Hmgb3 High mobility group protein B3 2 2 4 52.7 Ref CHDNT, CLEC16A_C, HMG_box, HMG_box_2, HMG_box_5, RNA_pol_3_Rpc31, Ribosomal_60s, YABBY
ENSMUSG00000063179 Pstk L-seryl-tRNA(Sec) kinase 2 2 4 10.5 Novel KTI12, LMBR1
ENSMUSG00000022892 App Amyloid-beta precursor protein 2 2 4 1,159.4 Ref APP_Cu_bd, APP_E2, APP_N, APP_amyloid, Activator-TraM, Beta-APP, DUF5033, Dicty_REP, Exonuc_VII_L, Insulin_TMD, Kunitz_BPTI, PI3K_1B_p101, PilJ, SDA1, Spore_III_AB
ENSMUSG00000032966 Fkbp1a Peptidyl-prolyl cis-trans isomerase FKBP1A 2 2 4 1,633.7 Ref FKBP_C, Glyoxalase_4
ENSMUSG00000026273 Mterf4 Transcription termination factor 4, mitochondrial 3 2 4 42.2 Ref mTERF
ENSMUSG00000105703 gag Gag polyprotein 2 2 4 31.6 Ref DUF6554, Gag_p12, Gag_p30, MLVIN_C
ENSMUSG00000092607 Scnm1 Sodium channel modifier 1 2 2 4 10.5 Ref SCNM1_acidic, zf-SCNM1
ENSMUSG00000031708 Tecr Very-long-chain enoyl-CoA reductase 2 2 4 2,329.3 Ref Steroid_dh, ubiquitin
ENSMUSG00000003411 Rab3b Ras-related protein Rab-3B 2 2 4 31.6 Ref AAA_16, AAA_24, Arf, FeoB_N, Fin, GTP_EFTU, Gtr1_RagA, MMR_HSR1, Ras, Roc, RsgA_GTPase, SRPRB
ENSMUSG00000074227 Spint2 Kunitz-type protease inhibitor 2 2 2 4 126.5 Ref Ac45-VOA1_TM, Kunitz_BPTI, Rad50_zn_hook
ENSMUSG00000031221 Igbp1 Immunoglobulin-binding protein 1 2 2 4 63.2 Ref Fer4_22, Orf78, TAP42, Ycf34
ENSMUSG00000027286 Lrrc57 Leucine-rich repeat-containing protein 57 2 2 4 31.6 Ref CSTF_C, LRR_1, LRR_4, LRR_6, LRR_8, LRR_9
ENSMUSG00000002329 Mdp1 Magnesium-dependent phosphatase 1 2 2 4 94.9 Ref ABM, Acid_PPase, HAD_2, Hydrolase, NIF
ENSMUSG00000020738 SUMO2 Small ubiquitin-related modifier 2 2 2 4 1,559.9 Ref DUF5010_C, Rad60-SLD, ubiquitin
ENSMUSG00000032551 Uncharacterized protein KIAA1143 homolog 2 2 4 31.6 Ref DUF4604, DUF4848, Peptidase_S49_N
ENSMUSG00000024962 Vegfb Vascular endothelial growth factor B 2 2 4 242.4 Ref CXCXC, PDGF, VEGF_C
ENSMUSG00000012126 Ubxn11 UBX domain-containing protein 11 2 2 4 10.5 Novel DUF1635, DUF883, Exonuc_VII_L, FAM76, MnmE_helical, OmpH, SEP, TMPIT, TRAF_BIRC3_bd, UBX
ENSMUSG00000064181 Rab3ip Rab-3A-interacting protein 2 2 4 31.6 Ref ATG16, Borrelia_P83, Crescentin, DUF5082, FAM76, FapA, HMMR_N, Sec2p, TMF_TATA_bd, TPR_MLP1_2, UPF0242
ENSMUSG00000021606 Ndufs6 NADH dehydrogenase [ubiquinone] iron-sulfur protein 6, mitochondrial 2 2 4 253.0 Ref Chitin_synth_2, Thiolase_C, zf-CHCC
ENSMUSG00000037740 Mrps26 Small ribosomal subunit protein mS26 2 2 4 94.9 Ref DUF1127, MAJIN, MRP-S26, PBP_sp32
ENSMUSG00000031388 Naa10 N-alpha-acetyltransferase 10 2 2 4 168.6 Ref Acetyltransf_1, Acetyltransf_10, Acetyltransf_13, Acetyltransf_15, Acetyltransf_3, Acetyltransf_7, Acetyltransf_9, FR47, Thump_like
ENSMUSG00000004631 Sgce Epsilon-sarcoglycan 3 2 4 94.9 Ref Sarcoglycan_2

DV Enrichment by Expression Level (CPM from upstream transcriptomics)

Baseline DV Rate
4.1%
230 / 5,603 genes
Peak DV Rate
6.6%
High (50-200) bin
Peak Enrichment
1.6×
vs baseline
Chi-square trend
Expression Bin Total Genes DV Genes DV % Fold vs Baseline
Silent (<1) CPM 618 7 1.1% 0.3×
Low (1-10) CPM 0 0 0.0% 0.0×
Moderate (10-50) CPM 2,687 72 2.7% 0.7×
High (50-200) CPM 1,527 101 6.6% 1.6×
Very high (>=200) CPM 771 50 6.5% 1.6×

Bar height shows the percentage of genes that are domain-variant within each expression bin. Dashed line = overall DV rate (4.1%). If DV enrichment increases monotonically with expression, ascertainment bias (more reads = more isoform discovery) is the dominant driver. Enrichment above baseline at specific expression tiers may indicate biological enrichment beyond the detection effect. CPM from 94,877 mRNA reads (0.1% rRNA excluded).

ORF Type Distribution

NMD Prediction by ORF Type

NMD Candidates by Evidence Tier

NMD Expression Validation (CPM from upstream transcriptomics)

NMD Expression Rate
95.3%
102 / 107
Non-NMD Expression Rate
90.6%
5,900 / 6,512
Fold Difference
1.0×
non-NMD / NMD
Tier 1 NMD Expression
97.8%
44 / 45
NMD Candidates (n=107)
Non-NMD (n=6,512)

Box plots show median (line), IQR (box), and 1.5×IQR whiskers. Individual transcript CPM values are overlaid as jittered points. NMD candidates are expressed at 95.3% (median 21.1 CPM) vs 90.6% (median 31.6 CPM) for non-NMD — no evidence of NMD-mediated degradation.

Output Files

blastp.with_title.tsv HPC 1 MB gene_functional_summary.tsv HPC 226.6 KB isoform_annotations.tsv HPC 1.5 MB job.yml HPC 608 B pfam.domtblout HPC 13.1 MB results_summary.json HPC 648.7 KB

Provenance

Execution Expression quantification summary
Completed 2026-03-01T03:44:10+00:00
RO-Crate 1.1 Workflow RO-Crate 1.0 FAIR
This analysis is packaged as a Research Object Crate with machine-readable provenance and FAIR metadata.

RO-Crate Metadata (JSON-LD)

Show/hide raw JSON-LD
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            "name": "ONT Isoform Functional Annotation \u2014 Run #50",
            "description": "Pfam domain search, SwissProt homology, NMD prediction, and functional diversity classification for ONT transcript isoforms.",
            "datePublished": "2026-03-01",
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        {
            "@id": "#protocol-42",
            "@type": "LabProtocol",
            "name": "Dissection and collection of tissue from 10-week-old male mice",
            "description": "Surgical dissection and collection of cortex, pituitary, and liver tissues from 10-week-old male mice, performed by Jackson Laboratory surgical team (Bar Harbor, ME, USA). Tissues snap-frozen and shipped internationally to Australia via dry shipper using FedEx.",
            "version": "1.0",
            "category": "sample_prep",
            "step": [
                {
                    "@type": "HowToStep",
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                    "text": "# SOP: Dissection and Collection of Tissue from 10-Week-Old Male Mice\n\n**Applies to:** 10-week-old male mice (C57BL/6J, DBA/2J, or other inbred strains)\n**Tissues collected:** Cortex, pituitary, liver\n**Performed by:** Surgical team, The Jackson Laboratory, Bar Harbor, ME, USA\n**Shipping:** Dry shipper via FedEx International Priority to Australia\n\n---\n\n## Document Control\n\n* **SOP ID:** __________\n* **Version:** 1.0\n* **Effective Date:** __________\n* **Review Due:** __________\n* **Author:** __________\n* **Approved By:** __________\n\n**Change History**\n\n| Version | Date       | Description     | Author     |\n| ------- | ---------- | --------------- | ---------- |\n| 1.0     | __________ | Initial release | __________ |\n\n---\n\n## Purpose\n\nTo obtain high-quality, snap-frozen tissue samples (cortex, pituitary, liver) from 10-week-old male mice for downstream molecular analysis (RNA extraction, DNA extraction, proteomics). Tissues are collected at The Jackson Laboratory and shipped internationally to Australia under cryogenic conditions to preserve nucleic acid and protein integrity.\n\n## Scope\n\nAll personnel involved in the planning, coordination, dissection, tissue collection, and shipment of mouse tissue samples between The Jackson Laboratory (USA) and the receiving laboratory (Australia).\n\n## Responsibilities\n\n* **Principal Investigator (receiving lab):** Define experimental design, strain requirements, tissue list, and sample labelling scheme. Coordinate import permits and institutional approvals.\n* **Jackson Laboratory surgical team:** Perform euthanasia, dissection, tissue collection, snap-freezing, and packaging for shipment.\n* **Shipping coordinator:** Arrange FedEx International Priority shipment, customs documentation, and dry shipper logistics.\n* **Receiving lab personnel:** Receive shipment, verify sample integrity, transfer to long-term storage, and log receipt.\n\n## Regulatory and Ethical Requirements\n\n* All animal procedures must be approved by The Jackson Laboratory IACUC (Institutional Animal Care and Use Committee) under an active protocol.\n* Receiving institution must hold a valid **import permit** for biological materials from the relevant national authority (e.g., Australian Department of Agriculture, Fisheries and Forestry \u2014 DAFF).\n* Ensure compliance with CITES regulations (not typically applicable for laboratory mice, but verify for specific strains).\n* **Biosecurity:** Frozen tissues from SPF (Specific Pathogen Free) mice. Health monitoring reports from Jackson Laboratory should accompany the shipment.\n\n---\n\n## Materials and Equipment\n\n### At Jackson Laboratory (dissection)\n\n* Certified CO\u2082 euthanasia station or injectable anaesthetic (as per IACUC protocol)\n* Cervical dislocation tools (secondary method of euthanasia)\n* Sterile surgical instruments: fine scissors, forceps (curved and straight), scalpel with #10 and #15 blades, micro-dissecting forceps, bone rongeurs (for skull)\n* Sterile surgical drapes and pads\n* Sterile PBS (phosphate-buffered saline), ice-cold\n* Liquid nitrogen in Dewar flask\n* Pre-labelled cryovials (1.5\u20132.0 mL, cryogenic-rated, screw-cap)\n* Cryogenic labels (resistant to LN\u2082 and \u221280 \u00b0C)\n* RNAlater (optional, as backup for tissues not immediately snap-frozen)\n* Absorbent pads and biohazard waste bags\n* PPE: lab coat, gloves, face shield (for LN\u2082 handling)\n\n### For shipping\n\n* **Dry shipper** (vapour-phase liquid nitrogen dewar, e.g., MVE SC 4/2V or Taylor-Wharton CX100)\n* Cryogenic storage canes or racks\n* Secondary containment bags (leak-proof, absorbent material)\n* FedEx International Priority shipping account\n* Customs documentation: commercial invoice, packing list, import permit, health certificate, AQIS declaration\n* Temperature data logger (optional but recommended)\n\n### At receiving laboratory (Australia)\n\n* \u221280 \u00b0C ultra-low freezer with allocated space\n* Cryogenic gloves and face shield\n* Sample inventory system / database\n\n---\n\n## Procedure\n\n### 1. Pre-Dissection Planning\n\n1. Confirm **mouse strain, sex (male), and age (10 weeks \u00b1 2 days)** with Jackson Laboratory.\n2. Provide Jackson Laboratory with:\n   * Number of animals required (biological replicates)\n   * Tissue list: **cortex, pituitary, liver**\n   * Sample labelling scheme (e.g., strain_tissue_replicate: C57_CTX_1, DBA_PIT_3)\n   * Any special handling instructions (e.g., morning collection to control circadian effects)\n3. Confirm **IACUC protocol** is active and covers the planned procedures.\n4. Obtain **Australian import permit** (DAFF) for frozen animal tissues. Allow 4\u20136 weeks lead time.\n5. Arrange **FedEx International Priority** account and confirm dry shipper availability and return logistics.\n\n### 2. Animal Preparation\n\n1. House mice under standard conditions (12 h light/dark cycle, ad libitum food and water, 20\u201324 \u00b0C) for at least 1 week prior to collection to minimise stress-related transcriptomic changes.\n2. Record for each animal:\n   * Strain and stock number\n   * Date of birth and age at collection\n   * Body weight\n   * Cage number and housing conditions\n   * Any health observations or abnormalities\n3. Fast animals for **4\u20136 hours** prior to collection if liver metabolomic consistency is required (optional \u2014 confirm with PI).\n\n### 3. Euthanasia\n\n1. Euthanise by **CO\u2082 inhalation** (gradual displacement, 30\u201370% chamber volume/min) followed by **cervical dislocation** as secondary confirmation, in accordance with AVMA Guidelines and IACUC protocol.\n2. Confirm death: absence of heartbeat, respiration, and pedal reflex.\n3. Record **time of death** \u2014 proceed to dissection immediately (within 5 min) to minimise RNA degradation.\n\n### 4. Tissue Dissection and Collection\n\nPerform all dissections on a clean, sterile surface. Use separate sterile instruments for each tissue to prevent cross-contamination. Work quickly \u2014 total dissection time per animal should be **<15 minutes**.\n\n#### 4a. Brain \u2014 Cortex\n\n1. Decapitate the mouse. Remove the skin overlying the skull.\n2. Using bone rongeurs or fine scissors, carefully open the skull along the sagittal suture from the foramen magnum to the olfactory bulbs.\n3. Gently lift and peel back the skull plates to expose the brain.\n4. Using curved forceps, carefully lift the brain from the cranial cavity, severing cranial nerves and the spinal cord at the brainstem.\n5. Place the brain dorsal-side up on a cold surface (glass plate on ice or cold PBS-dampened filter paper).\n6. Using a scalpel or razor blade, remove the **cerebral cortex** by making a coronal cut posterior to the olfactory bulbs and peeling the cortical hemispheres away from the underlying structures (hippocampus, striatum, thalamus).\n7. Transfer cortex tissue immediately to a **pre-labelled cryovial**.\n8. **Snap-freeze** by plunging the cryovial into liquid nitrogen. Hold submerged for \u226530 seconds.\n\n#### 4b. Pituitary\n\n1. After removing the brain, examine the base of the skull (sella turcica).\n2. The **pituitary gland** is a small (~1 mm), pinkish structure sitting in the sella turcica.\n3. Using fine-tipped forceps, gently tease the pituitary free from the surrounding membrane and bone.\n4. Transfer to a **pre-labelled cryovial** and snap-freeze in liquid nitrogen immediately.\n5. **Note:** The pituitary is very small \u2014 take care not to lose or fragment it. If it fragments, collect all pieces.\n\n#### 4c. Liver\n\n1. Open the abdominal cavity with a midline ventral incision from pelvis to sternum.\n2. Retract the intestines to expose the liver.\n3. Identify the **left lateral lobe** (largest, most accessible lobe).\n4. Excise a **~50\u2013100 mg piece** (approximately 5 \u00d7 5 \u00d7 3 mm) from the left lateral lobe using a clean scalpel or razor blade.\n5. Briefly blot on sterile filter paper to remove excess blood.\n6. Transfer to a **pre-labelled cryovial** and snap-freeze in liquid nitrogen.\n7. If the entire liver is required, excise all lobes, record total liver weight, and snap-freeze in separate vials.\n\n### 5. Post-Dissection\n\n1. Transfer all snap-frozen cryovials from liquid nitrogen to a **\u221280 \u00b0C freezer** within 1 hour of collection.\n2. Dispose of carcasses and biological waste according to Jackson Laboratory institutional procedures.\n3. Clean and decontaminate all instruments and work surfaces.\n4. Complete the **dissection log** for each animal:\n\n   | Field | Record |\n   |---|---|\n   | Animal ID | Strain, stock #, ear tag/toe clip |\n   | Date and time of euthanasia | |\n   | Body weight (g) | |\n   | Tissues collected | Cortex, pituitary, liver |\n   | Tissue appearance | Normal / abnormal (describe) |\n   | Cryovial labels | List all vial IDs |\n   | Operator | Name and signature |\n   | Notes | Any deviations or observations |\n\n### 6. Packaging for International Shipment\n\n1. **Charge the dry shipper** with liquid nitrogen at least 24 hours before packing. Drain excess liquid \u2014 the dry shipper must contain only **vapour-phase nitrogen** (no free liquid) for air transport compliance (IATA).\n2. Verify the dry shipper holds temperature below **\u2212150 \u00b0C** and has a rated hold time sufficient for transit (typically 10\u201314 days).\n3. Place cryovials in **cryogenic canes or racks** and insert into the dry shipper.\n4. Seal the dry shipper and place in the **outer shipping container** (insulated box or hard case).\n5. Include **absorbent material** inside the secondary containment bag (regulatory requirement for biological specimens).\n6. Attach a **temperature data logger** (optional but recommended) to monitor transit conditions.\n7. Prepare shipping documentation:\n   * **Commercial invoice** (contents: frozen mouse tissue samples, no commercial value / research use only)\n   * **Packing list** (number of vials, tissue types, strain, animal IDs)\n   * **Australian import permit** (DAFF-issued)\n   * **Health monitoring report** from Jackson Laboratory (SPF status)\n   * **Dangerous goods declaration** \u2014 Class 9 UN3373 Biological Substance Category B (if required by carrier) or exempt if shipped as non-infectious, non-hazardous research specimens in a dry shipper\n   * **IATA shipper's declaration** for magnetized material (dry shipper contains no free liquid but is classified as a cryogenic vessel)\n\n### 7. Shipment\n\n1. Schedule **FedEx International Priority** pickup from Jackson Laboratory (Bar Harbor, ME, USA).\n2. Ship **Monday\u2013Wednesday** to avoid weekend delays at customs.\n3. Estimated transit time: **3\u20135 business days** (Bar Harbor \u2192 Australian destination).\n4. Provide the receiving lab with the **tracking number** and expected arrival date.\n5. Alert the receiving lab to arrange customs clearance and immediate collection upon arrival.\n\n### 8. Receipt at Australian Laboratory\n\n1. **Collect the shipment immediately** upon arrival \u2014 do not allow it to sit at the depot.\n2. Open the dry shipper and verify:\n   * All cryovials are present and match the packing list\n   * Vials are still frozen (frost visible on vials)\n   * No signs of thawing (condensation, liquid in vials)\n   * Temperature data logger reading (if included) \u2014 confirm temperature remained below \u2212150 \u00b0C throughout transit\n3. Transfer all cryovials immediately to a **\u221280 \u00b0C freezer**.\n4. Log receipt in the laboratory sample inventory:\n\n   | Field | Record |\n   |---|---|\n   | Date received | |\n   | Shipment tracking # | |\n   | Dry shipper condition | Frost present / temperature OK |\n   | Number of vials received | |\n   | Vials match packing list? | Yes / No (note discrepancies) |\n   | Storage location | Freezer ID, shelf, box, position |\n   | Received by | Name and signature |\n\n5. Return the **dry shipper** to Jackson Laboratory per agreed logistics (typically FedEx return shipment).\n\n---\n\n## Quality Control\n\n* **RNA integrity:** Downstream RNA extraction should target RIN/RQN \u2265 7.0 for all tissues. Pituitary may yield lower due to small size \u2014 RQN \u2265 5.0 acceptable.\n* **Dissection time:** Total time from euthanasia to snap-freeze should be **<15 minutes per animal**. Record actual times.\n* **Freeze-thaw:** Tissues must not undergo any freeze-thaw cycles before processing. Monitor freezer temperature logs.\n\n## Troubleshooting\n\n| Problem | Action |\n|---|---|\n| Pituitary fragmented or lost | Record in log; may need to pool from multiple animals or exclude |\n| Tissue partially thawed on arrival | Record in log; process immediately for extraction; note in downstream QC |\n| Customs delay >48 h | Contact FedEx and customs broker; verify dry shipper hold time is sufficient |\n| Dry shipper running low | If hold time is marginal, arrange emergency transfer to local \u221280 \u00b0C |\n| Import permit expired | Do not ship; renew permit before proceeding (allow 4\u20136 weeks) |\n| Animal health abnormality | Record observation; PI to decide whether to include or exclude the animal |\n\n## Waste Disposal\n\n* Mouse carcasses: dispose per Jackson Laboratory IACUC-approved procedures (incineration or licensed biological waste contractor).\n* Sharps (scalpel blades, needles): sharps container.\n* Liquid nitrogen: allow to evaporate in well-ventilated area. Do not pour down drains.\n\n## Records to Maintain\n\n* Approved IACUC protocol number\n* Australian import permit (DAFF) \u2014 copy\n* Dissection logs for each animal\n* Shipping documentation (commercial invoice, packing list, tracking number)\n* Temperature logger data (if used)\n* Sample receipt log\n* Freezer storage map / inventory database entry\n\n---\n\n**End of SOP**"
                }
            ]
        },
        {
            "@id": "#protocol-40",
            "@type": "LabProtocol",
            "name": "Simultaneous DNA and RNA extraction from animal tissues using QIAGEN AllPrep DNA/RNA Mini Kit",
            "description": "Simultaneous purification of genomic DNA and total RNA from the same tissue sample (\u226430 mg) using selective AllPrep DNA spin columns and RNeasy silica membrane technology. Includes on-column DNase treatment for RNA.",
            "url": {
                "@id": "https://www.qiagen.com/us/products/discovery-and-translational-research/dna-rna-purification/multianalyte-and-virus/allprep-dna-rna-mini-kit"
            },
            "version": "1.0",
            "category": "sample_prep",
            "step": [
                {
                    "@type": "HowToStep",
                    "position": 1,
                    "text": "# SOP: Simultaneous DNA and RNA Extraction from Animal Tissues using QIAGEN AllPrep DNA/RNA Mini Kit\n\n**Applies to:** Fresh or frozen animal tissues \u226430 mg per spin column\n**Kit:** QIAGEN AllPrep DNA/RNA Mini Kit (Cat. No. 80204)\n**Location:** __________\n\n---\n\n## Document Control\n\n* **SOP ID:** __________\n* **Version:** 1.0\n* **Effective Date:** __________\n* **Review Due:** __________\n* **Author:** __________\n* **Approved By:** __________\n\n**Change History**\n\n| Version | Date       | Description     | Author     |\n| ------- | ---------- | --------------- | ---------- |\n| 1.0     | __________ | Initial release | __________ |\n\n---\n\n## Purpose\n\nSimultaneous purification of genomic DNA and total RNA from the same tissue sample using the AllPrep DNA spin column (selective DNA binding in high-salt buffer) and the RNeasy spin column (silica membrane RNA binding). This enables paired DNA/RNA analysis from a single biopsy or tissue aliquot.\n\n## Scope\n\nAll personnel performing dual DNA/RNA extraction from animal tissues in this laboratory.\n\n## Responsibilities\n\n* **Operators:** Follow this SOP, record batch details, and maintain RNase-free practice.\n* **Supervisors:** Ensure training, PPE compliance, and kit maintenance.\n\n## Safety and RNase-Free Practice\n\n* Wear lab coat, gloves, and eye protection.\n* Work in a clean area. Treat benches and tools with RNase decontamination solution.\n* \u03b2-mercaptoethanol is toxic and has a strong odor. Handle in a fume hood.\n* Use RNase-free tubes, tips, and reagents only. Change gloves frequently.\n* Buffer RLT Plus contains guanidine isothiocyanate \u2014 harmful if swallowed or in contact with skin. Do not mix with bleach.\n\n## References\n\n* QIAGEN AllPrep DNA/RNA Mini Handbook, November 2020.\n* NASA GeneLab SOP GL-SOP-3.1 v1.0.\n\n---\n\n## Materials and Equipment\n\n**Provided in kit (Cat. No. 80204, 50 preps)**\n\n* Buffer RLT Plus\n* Buffer RW1\n* Buffer RPE (concentrate \u2014 add ethanol before first use)\n* Buffer AW1\n* Buffer AW2\n* AllPrep DNA Mini Spin Columns\n* RNeasy Mini Spin Columns\n* Collection Tubes (1.5 mL and 2 mL)\n* RNase-free Water\n\n**Not supplied**\n\n* \u03b2-mercaptoethanol (\u03b2-ME)\n* 96\u2013100% ethanol\n* 70% ethanol (freshly prepared)\n* RNase-free DNase Set (Cat. No. 79254) \u2014 for on-column DNase treatment\n* RNase/DNase-free 1.5 mL tubes\n* Microcentrifuge capable of \u226512,000 \u00d7 g\n* Homogenization tools: rotor-stator homogenizer, or TissueLyser with stainless steel beads (3\u20137 mm), or RNase-free pestle, or mortar and pestle with liquid nitrogen\n* Optional: RNase-free syringe with 20-gauge needle\n\n---\n\n## Preparations (before each extraction session)\n\n1. **Prepare Buffer RPE** (first use only)\n   * Add **4 volumes of 96\u2013100% ethanol** to the concentrate. Mark the bottle to indicate ethanol has been added.\n\n2. **Prepare fresh Lysis Buffer**\n   * Add **10 \u00b5L \u03b2-mercaptoethanol per 1 mL Buffer RLT Plus**. Mix well. Prepare only what you need; discard unused buffer.\n\n3. **Prepare DNase Mix** (per sample)\n   * Dissolve lyophilized DNase I (1500 Kunitz units) in **550 \u00b5L** RNase-free water. Mix gently. Aliquot and store at \u221220 \u00b0C (stable up to 9 months; thawed aliquots stable at 2\u20138 \u00b0C for 6 weeks).\n   * Per sample: **10 \u00b5L DNase I stock + 70 \u00b5L Buffer RDD**. Mix by gentle inversion \u2014 **do not vortex**.\n\n4. **Pre-chill microcentrifuge** to 4 \u00b0C if required for lysate clarification.\n\n5. **Heat 2 mL RNase/DNase-free water** to 70 \u00b0C for DNA elution (optional, improves yield).\n\n6. **Input tissue mass**\n\n   | Tissue type | Maximum input |\n   |---|---|\n   | Standard soft tissue | \u226430 mg |\n   | Muscle, heart, skin | \u226415 mg (LN\u2082-preserved) or \u226410 mg (RNAlater) |\n   | Liver | \u226420 mg |\n\n---\n\n## Procedure\n\n### 1. Tissue Disruption and Homogenization\n\n1. Weigh tissue (\u226430 mg). Place in a pre-chilled RNase-free tube on ice.\n2. Add **600 \u00b5L Buffer RLT Plus** (with \u03b2-ME).\n3. Homogenize immediately using one of the following:\n\n   **Option A \u2014 Rotor-stator:**\n   Homogenize for **30\u201345 s** until no visible tissue pieces remain.\n\n   **Option B \u2014 TissueLyser / bead mill:**\n   Add a single **5 mm stainless steel bead**. Run at **25 Hz for 2 \u00d7 2 min** (rotate adapter halfway).\n\n   **Option C \u2014 Mortar & pestle with liquid nitrogen:**\n   Grind tissue to a fine powder under LN\u2082. Transfer powder to a tube, let LN\u2082 evaporate, then add Buffer RLT Plus and vortex.\n\n   **Option D \u2014 Needle and syringe:**\n   Pass lysate through a **20-gauge needle** at least **5\u201310 times** until homogeneous.\n\n4. Centrifuge the lysate at **full speed (\u226512,000 \u00d7 g) for 3 min**, RT.\n5. Carefully transfer the supernatant to a new tube. **Do not disturb the pellet.**\n\n### 2. Bind Genomic DNA\n\n1. Transfer the cleared lysate onto an **AllPrep DNA Mini Spin Column** in a 2 mL collection tube.\n2. Centrifuge at **\u22658,000 \u00d7 g for 30 s**, RT.\n3. **Set aside the DNA column** at 4 \u00b0C (or RT for up to 1 h) \u2014 proceed to RNA purification first.\n4. **Save the flow-through** for RNA isolation.\n\n### 3. Adjust RNA Binding Conditions\n\n1. Add **1 volume of freshly prepared 70% ethanol** to the flow-through (e.g. 600 \u00b5L ethanol to 600 \u00b5L flow-through). For **liver tissue**, use **50% ethanol** instead.\n2. Mix well by pipetting. **Do not centrifuge.** A precipitate may form \u2014 this is normal; proceed immediately.\n\n### 4. Bind and Wash RNA\n\n1. Transfer up to **700 \u00b5L** of the sample onto an **RNeasy Mini Spin Column** in a 2 mL collection tube.\n2. Centrifuge at **\u22658,000 \u00d7 g for 15 s**, RT. Discard flow-through.\n3. Repeat until all sample has passed through the column.\n4. Add **350 \u00b5L Buffer RW1**. Centrifuge at **\u22658,000 \u00d7 g for 15 s**, RT. Discard flow-through.\n\n### 5. On-Column DNase Treatment\n\n1. Pipette **80 \u00b5L DNase Mix** (10 \u00b5L DNase I + 70 \u00b5L Buffer RDD) directly onto the membrane.\n2. Incubate at **RT for 15\u201330 min** (30 min recommended for maximum removal).\n3. Add **350 \u00b5L Buffer RW1**. Centrifuge at **\u22658,000 \u00d7 g for 15 s**, RT. Discard flow-through.\n\n### 6. Wash and Dry RNA Column\n\n1. **Replace the collection tube** with a new 2 mL tube.\n2. Add **500 \u00b5L Buffer RPE** (ethanol added). Centrifuge at **\u22658,000 \u00d7 g for 15 s**, RT. Discard flow-through.\n3. Add another **500 \u00b5L Buffer RPE**. Centrifuge at **\u22658,000 \u00d7 g for 2 min**, RT, to dry the membrane.\n4. Optional: place column in a new 2 mL tube and centrifuge at **full speed for 1 min** to eliminate residual ethanol.\n\n### 7. Elute RNA\n\n1. Place the RNeasy column in a new **1.5 mL collection tube**.\n2. Add **30\u201350 \u00b5L RNase-free water** directly onto the membrane.\n3. Incubate **1\u20135 min** at RT.\n4. Centrifuge at **\u22658,000 \u00d7 g for 1 min**, RT.\n5. Optional: repeat with a second **30 \u00b5L** RNase-free water for maximum yield. Pool eluates if the second elution is \u226530% of the first.\n6. Place RNA on ice immediately.\n\n### 8. Wash Genomic DNA Column\n\n1. Retrieve the AllPrep DNA column from step 2.\n2. Add **500 \u00b5L Buffer AW1**. Centrifuge at **\u22658,000 \u00d7 g for 15 s**, RT. Discard flow-through.\n3. Add **500 \u00b5L Buffer AW2**. Centrifuge at **full speed (\u226514,000 \u00d7 g) for 2 min**, RT, to dry the membrane.\n4. Optional: place column in a new 2 mL tube and centrifuge at **full speed for 1 min** to eliminate residual ethanol.\n\n### 9. Elute Genomic DNA\n\n1. Place the AllPrep DNA column in a new **1.5 mL collection tube**.\n2. Add **50\u2013100 \u00b5L RNase/DNase-free water** (pre-warmed to 70 \u00b0C for improved yield) directly onto the membrane.\n3. Incubate **2 min** at RT.\n4. Centrifuge at **\u22658,000 \u00d7 g for 1 min**, RT.\n5. Optional: repeat with a second **30 \u00b5L** for maximum yield.\n\n### 10. Quantification and Quality Assessment\n\n**RNA:**\n* Measure concentration by Qubit RNA assay or NanoDrop A260.\n* Record A260/280 (expect \u22651.8) and A260/230 (expect \u22651.5) ratios.\n* Assess integrity by Fragment Analyzer, Bioanalyzer, or TapeStation (target RQN/RIN \u22657 for most applications).\n\n**DNA:**\n* Measure concentration by Qubit dsDNA assay or NanoDrop A260.\n* Record A260/280 (expect ~1.8) and A260/230 ratios.\n* Assess fragment size by TapeStation Genomic DNA assay or agarose gel if required.\n\n### 11. Storage\n\n* **RNA:** Keep on ice for immediate use. Store at **\u221280 \u00b0C** for long term.\n* **DNA:** Store at **\u221220 \u00b0C** (short term) or **\u221280 \u00b0C** (long term). Avoid repeated freeze-thaw cycles.\n\n---\n\n## Special Considerations for Muscle, Heart, and Skin Tissues\n\nThese tissues are dense and fibrous, leading to potential column clogging and lower yields.\n\n* Start with **\u226415 mg** (LN\u2082-preserved) or **\u226410 mg** (RNAlater-preserved).\n* **Pre-warm** Buffers RW1 and RPE to **37 \u00b0C** for 30 min before use.\n* Centrifuge lysate **twice** at full speed to minimize cell debris.\n* Load a maximum of **400 \u00b5L** per column pass.\n* If the column clogs: incubate wash solution on column for **5 min at 37 \u00b0C** before centrifuging.\n* Elute with **pre-warmed (37 \u00b0C) water** in two passes (50 \u00b5L + 30 \u00b5L); combine if second elution is \u226530% of first.\n* If yields remain low: process **two 15 mg aliquots separately** and combine eluates.\n\n---\n\n## Acceptance and Rejection Criteria\n\n* Elution volume and expected yield range documented per tissue type.\n* No visible carryover of debris in eluate.\n* Proceed if spectrophotometric and integrity checks meet project-specific thresholds.\n\n## Expected Yields\n\n| Tissue type | DNA yield | RNA yield |\n|---|---|---|\n| Liver (20 mg) | 10\u201330 \u00b5g | 20\u201360 \u00b5g |\n| Brain (20 mg) | 5\u201315 \u00b5g | 5\u201320 \u00b5g |\n| Kidney (20 mg) | 5\u201315 \u00b5g | 10\u201340 \u00b5g |\n| Heart/Muscle (15 mg) | 2\u201310 \u00b5g | 1\u201310 \u00b5g |\n| Spleen (20 mg) | 15\u201340 \u00b5g | 15\u201360 \u00b5g |\n\n## Troubleshooting\n\n| Problem | Possible cause | Solution |\n|---|---|---|\n| Low RNA yield | Incomplete lysis | Increase homogenization time; ensure \u03b2-ME was added to RLT Plus |\n| Low RNA yield | Column overloaded | Reduce input tissue mass |\n| Low DNA yield | Insufficient lysis | Ensure thorough mechanical disruption before loading AllPrep DNA column |\n| Low DNA yield | DNA column dried out | Do not leave DNA column at RT for >1 h |\n| Genomic DNA in RNA | DNase treatment insufficient | Extend incubation to 30 min; verify DNase I activity |\n| RNA in DNA | Carryover of flow-through | Avoid disturbing interface when transferring lysate |\n| Column clogging | Tissue debris | Pre-clear lysate by additional centrifugation; reduce input mass |\n| Low A260/230 | Guanidine salt carryover | Add an extra RPE/AW2 wash step |\n\n## Waste Disposal\n\n* Collect \u03b2-mercaptoethanol and guanidine-containing wastes according to institutional chemical waste procedures.\n* Dispose of biological materials under local biosafety rules.\n* Spin columns with bound nucleic acids are non-hazardous after elution.\n\n## Records to Maintain\n\n* Date, operator, sample ID, tissue type and mass, homogenization method, reagent lot numbers, elution volume(s), DNA and RNA concentrations, purity ratios, integrity assessment, and storage location.\n* Deviations and corrective actions.\n\n---\n\n**End of SOP**"
                }
            ]
        },
        {
            "@id": "#protocol-37",
            "@type": "LabProtocol",
            "name": "PCR-cDNA Barcoding sequencing library preparation (SQK-PCB111.24)",
            "description": "Oxford Nanopore Technologies PCR-cDNA Barcoding kit (SQK-PCS111) for full-length cDNA library preparation from total RNA. Uses template-switching reverse transcription followed by PCR amplification with barcoded primers. Compatible with MinION, GridION and PromethION flow cells (R9.4.1). Superseded by SQK-PCS114 in late 2023.",
            "url": {
                "@id": "https://community.nanoporetech.com/docs/prepare/library_prep_protocols/pcr-cdna-barcoding-kit-sqk-pcb111-24"
            },
            "version": "1.0",
            "category": "sample_prep",
            "step": [
                {
                    "@type": "HowToStep",
                    "position": 1,
                    "text": "## Overview & Kit Contents\n\nThis protocol is based on the Oxford Nanopore Technologies **PCR-cDNA Barcoding Kit (SQK-PCB111.24)**, suitable for generating full-length barcoded cDNA sequencing libraries from total RNA.\n\n### Kit components\n- VNP primer, SSP primer (strand-switching primer)\n- Barcoded PCR primers (BC01\u2013BC24)\n- Rapid Adapter (RAP)\n- Elution Buffer (EB)\n\n### Required reagents (user-supplied)\n- Lambda Exonuclease\n- NEBNext Quick Ligation Reaction Buffer\n- T4 DNA Ligase 2M U/ml\n- 10 mM dNTP solution\n- LongAmp Hot Start Taq 2X Master Mix\n- Maxima H Minus Reverse Transcriptase (200 U/ul) with 5x RT Buffer\n- RNaseOUT, 40 U/ul\n- USER (Uracil-Specific Excision Reagent) Enzyme\n- Exonuclease I\n- AMPure XP beads\n\n### Required equipment\n- Thermal cycler, magnetic rack, Qubit fluorometer, vortex mixer, microcentrifuge"
                },
                {
                    "@type": "HowToStep",
                    "position": 2,
                    "text": "### Input RNA requirements\n\n- **Input**: 1\u201350 ng poly(A)+ mRNA or 50\u2013100 ng total RNA (RIN >= 7 recommended)\n- RNA should be DNase-treated if genomic DNA contamination is suspected\n- Prepare RNA in 7.5 uL nuclease-free water\n- Add 1 uL VNP primer (2 uM) and 1 uL 10 mM dNTPs\n- Incubate at **65 C for 5 min**, then snap-cool on ice for 1 min"
                },
                {
                    "@type": "HowToStep",
                    "position": 3,
                    "text": "### Reverse transcription and strand switching (~90 min)\n\n1. Prepare RT mix on ice (per reaction):\n   - 4 uL 5x RT Buffer\n   - 1 uL RNaseOUT (40 U/uL)\n   - 1 uL nuclease-free water\n   - 2 uL Strand-Switching Primer (SSP, 10 uM)\n   - 1 uL Maxima H Minus RT (200 U/uL)\n2. Add 10 uL RT mix to the 9.5 uL RNA/primer/dNTP mix (total 19.5 uL)\n3. Incubate: **42 C for 90 min** (RT + template switching), **85 C for 5 min** (inactivation), hold 4 C\n4. Add 1 uL RNase H, incubate **37 C for 10 min**\n5. Briefly centrifuge and place on ice"
                },
                {
                    "@type": "HowToStep",
                    "position": 4,
                    "text": "### PCR amplification with barcoded primers (~30 min)\n\n1. Prepare PCR reaction (50 uL total):\n   - 20 uL cDNA from RT step\n   - 25 uL LongAmp Taq 2X Master Mix\n   - 1.5 uL Barcode Primer (BC*XX*, 10 uM)\n   - 3.5 uL nuclease-free water\n2. Cycling conditions:\n   - **95 C, 3 min** (initial denaturation)\n   - **18 cycles**: 95 C 15 s / 62 C 15 s / 65 C 5 min\n   - **65 C, 6 min** (final extension)\n   - Hold at 4 C\n\n**Note**: 18 cycles is suitable for 50-100 ng total RNA input. Reduce to 14-15 cycles for higher inputs."
                },
                {
                    "@type": "HowToStep",
                    "position": 5,
                    "text": "### Bead clean-up and quantification\n\n1. Add 40 uL AMPure XP beads (0.8x ratio) to 50 uL PCR product\n2. Incubate at RT for 5 min\n3. Place on magnetic rack, wait for pellet to form\n4. Wash 2x with 200 uL freshly prepared 80% ethanol\n5. Air-dry pellet for ~30 s (do not over-dry)\n6. Elute in 12 uL EB\n7. Quantify with Qubit dsDNA HS assay\n8. Expected yield: 50-500 ng depending on input RNA quality and quantity"
                },
                {
                    "@type": "HowToStep",
                    "position": 6,
                    "text": "### Pool barcoded libraries and attach Rapid Adapter\n\n1. Pool equimolar amounts of barcoded cDNA libraries (target: 100-200 fmol total)\n2. Adjust volume to 11 uL with EB\n3. Add 1 uL Rapid Adapter (RAP)\n4. Mix gently by flicking, spin down briefly\n5. Incubate at **RT for 5 min**\n6. Library is ready for loading -- **do not vortex** after adapter attachment"
                },
                {
                    "@type": "HowToStep",
                    "position": 7,
                    "text": "### Flow cell priming and loading\n\n1. Prepare priming mix: 30 uL FCT + 1170 uL FCF\n2. Load 800 uL priming mix via priming port, wait 5 min\n3. Prepare loading mix: 12 uL adapted library + 37.5 uL SB + 25.5 uL LB\n4. Load remaining priming mix, then load 75 uL library via SpotON port\n5. Start sequencing in MinKNOW (Kit: SQK-PCB111.24, enable barcode demultiplexing)"
                },
                {
                    "@type": "HowToStep",
                    "position": 8,
                    "text": "## References\n\n- Oxford Nanopore Technologies, **\"PCR-cDNA Barcoding Kit (SQK-PCB111.24)\"**.\n- Earlier version: SQK-PCS111. Kit superseded by SQK-PCS114/SQK-PCB114 (V14 chemistry, R10.4.1 flow cells) in late 2023."
                }
            ]
        },
        {
            "@id": "#protocol-44",
            "@type": "LabProtocol",
            "name": "Fragment Analyzer \u2013 SS NGS Fragment 1-6000 bp",
            "description": "Standard sensitivity NGS fragment analysis (1-6000 bp range) on the Fragment Analyzer using the DNF-473 kit. Suitable for QC of NGS libraries, PCR products, and size-selected DNA fragments in the 1-6000 bp range.",
            "url": {
                "@id": "https://www.agilent.com/store/en_US/Prod-DNF-473-0500/DNF-473-0500"
            },
            "version": "1.0",
            "category": "measurement",
            "step": [
                {
                    "@type": "HowToStep",
                    "position": 1,
                    "text": "**Method:** `DNF-473-33 - SS NGS Fragment 1-6000bp.mthds`\n\n**Instrument:** Agilent/Advanced Analytical Fragment Analyzer (33 cm capillary array)\n\n**Analysis Mode:** NGS\n\n---\n\n## 1. Document Control\n\n* **SOP ID:** FA-NGS-1-6000bp-33cm\n* **Version:** 1.0\n* **Effective Date:** __________\n* **Prepared by:** __________\n* **Approved by:** __________\n* **Review cycle:** 12 months\n\n## 2. Purpose\n\nTo define the procedure for running standard-sensitivity NGS fragment analysis on the Fragment Analyzer using the **DNF-473-33** method. This method resolves DNA fragments in the **1\u20136,000 bp** range with standard sensitivity, suitable for:\n\n* QC of NGS libraries (amplicon, PCR-cDNA, shotgun)\n* Assessment of size selection efficiency (e.g. AMPure bead selection)\n* Verification of library size distribution prior to sequencing\n* Quantification of library concentration\n\n## 3. Scope\n\nApplies to all operators performing NGS library QC or fragment analysis in the 1\u20136,000 bp range using the DNF-473 kit on a Fragment Analyzer.\n\n## 4. Responsibilities\n\n* **Operator:** Execute this SOP, record run metadata, verify QC, and report issues.\n* **Lab lead:** Ensure training, instrument maintenance, and SOP review.\n\n## 5. Safety\n\n* Wear lab coat, safety glasses, and disposable gloves.\n* Handle gels, buffers, and plates per SDS.\n* Avoid contact with high voltage areas during operation. Only open instrument when software indicates safe.\n* Dispose of consumables as per local regulations.\n\n## 6. References\n\n* Fragment Analyzer user manual.\n* DNF-473 SS NGS Fragment 1-6000bp kit instructions.\n* Local laboratory policies for data retention and equipment maintenance.\n\n## 7. Materials and Equipment\n\n**Instrument and configuration**\n\n* Fragment Analyzer with **33 cm** capillary array.\n* Array serial and usage count recorded before each run.\n\n**Reagents and consumables**\n\n* SS NGS Fragment 1-6000bp gel cartridge compatible with `DNF-473-33`.\n* Buffer reservoirs and rinse solution as per kit.\n* 96-well plate(s) and plate seals or caps.\n* DNA ladder (supplied with kit or compatible sizing standard).\n* Nuclease-free water and low-retention tips.\n\n**Software**\n\n* ProSize 3.0 or later for data analysis and PDF report generation.\n\n## 8. Sample Requirements\n\n* DNA libraries in TE, EB, or nuclease-free water.\n* Recommended input: **0.2\u201350 ng/\u00b5L** (standard sensitivity range).\n* Minimum volume per well: as per plate format (typically 2 \u00b5L sample + diluent).\n* Avoid EDTA >5 mM, high salt, or detergents that interfere with electrokinetic injection.\n* For very low concentration libraries (<1 ng/\u00b5L, e.g. post-bead-selection), results may show concentration but no resolved peaks \u2014 this is expected and the TIM value is still informative.\n\n## 9. Pre-Run Checks\n\n1. Inspect capillary array for leaks, kinks, or salt crystallisation. Record **array serial** and **usage count**.\n2. Confirm instrument details in software:\n   * **Device Serial:** record\n   * **FA Version:** record\n3. Verify consumables:\n   * Correct **gel** loaded and **Gel Selection: Gel 1**.\n   * Fresh buffer and rinse trays in correct positions.\n4. Equilibrate reagents to room temperature if required by kit.\n5. Prepare plate map with samples, ladder, controls, and blanks.\n\n## 10. Plate Preparation\n\n1. Thaw and mix reagents gently. Spin down briefly.\n2. Aliquot ladder into designated well (typically position 12 of each row).\n3. Aliquot samples into designated wells per plate map.\n4. Include at least one blank (nuclease-free water) for baseline reference.\n5. Seal the plate. Briefly centrifuge to remove bubbles. Keep sealed until loading.\n\n## 11. Instrument Setup (Software)\n\nSet parameters as follows:\n\n| Parameter | Setting |\n|---|---|\n| Method Name | `DNF-473-33 - SS NGS Fragment 1-6000bp.mthds` |\n| Analysis Mode | `NGS` |\n| Gel Prime | `No` |\n| Full Conditioning | `Yes` (start of day) |\n| Gel Selection | `Gel 1` |\n| Perform Prerun | `5.0 kV` for `30 s` |\n| Rinse | Tray `3`, Row `A`, `# Dips: 2` |\n| Marker 1 | `No` |\n| Sample Injection | `5.0 kV` for `4 s` |\n| Separation | `8.0 kV` for `40.0 min` |\n| # of Capillaries | Per array configuration |\n\n**Note:** The DNF-473 method uses **shorter separation time (40 min)** and **higher separation voltage (8 kV)** compared to the HS Large Fragment method (DNF-464: 60 min, 5 kV), reflecting the smaller target size range.\n\n## 12. Run Procedure\n\n1. Load the sealed sample plate into the instrument.\n2. Confirm tray positions and liquid levels.\n3. In software, confirm the method parameters match Section 11.\n4. Start the run. Observe for the first 2\u20133 minutes for abnormal current, leaks, or errors.\n5. Allow the **40 min** separation to complete.\n\n## 13. Data Analysis (ProSize)\n\n1. Open the completed run in ProSize 3.0.\n2. Verify ladder sizing is correct (expected peaks at kit-specified positions).\n3. For each sample, review:\n   * **Electropherogram** \u2014 peak shape, baseline, and resolution\n   * **Total Concentration (ng/\u00b5L)** \u2014 integrated from all non-marker peaks\n   * **TIM (nmol/L)** \u2014 total integrated molarity\n   * **Main peak size (bp)** \u2014 dominant fragment size\n   * **Number of peaks** \u2014 indicator of library complexity/purity\n4. Export PDF report containing per-sample peak tables, electropherograms, and summary metrics.\n\n## 14. Interpretation Guide\n\n| Observation | Interpretation | Action |\n|---|---|---|\n| Single clean peak at expected size | Library prep and/or size selection successful | Proceed to pooling/sequencing |\n| Broad peak or multiple peaks | Heterogeneous library or incomplete size selection | Consider re-selection or accept depending on application |\n| No peaks but measurable concentration | Library below detection threshold for sizing | Verify by Qubit; may still be usable if concentration is sufficient |\n| Adapter dimer peak (~100-150 bp) | Incomplete cleanup | Re-clean with AMPure beads at appropriate ratio |\n| No signal | Failed library prep, sample degraded, or loading error | Troubleshoot: check sample, re-run, or re-prep |\n\n### Typical Results for ONT PCR-cDNA Libraries\n\n| Library state | Expected concentration | Expected main peak |\n|---|---|---|\n| Pre-size-selection | 4\u201310 ng/\u00b5L | 1,000\u20132,000 bp (broad) |\n| Post-bead-selection (1.5 kb) | 0.5\u20132 ng/\u00b5L | ~1,480 bp (single peak) |\n| Post-bead-selection (4 kb) | 0.5\u20132 ng/\u00b5L | ~3,500\u20134,500 bp (single peak) |\n\n## 15. Quality Control and Acceptance\n\n* Ladder wells exhibit expected profile and sizing.\n* Baseline is stable with distinct peaks where applicable.\n* Migration time consistent across capillaries.\n* If any criterion fails, document, recondition, and repeat controls before analysing unknowns.\n\n## 16. Troubleshooting\n\n| Problem | Action |\n|---|---|\n| Weak or absent signal | Verify injection settings, sample concentration, plate seal integrity, capillary tips in wells |\n| High noise or drifting baseline | Re-condition array, check buffer freshness and tray cleanliness |\n| Inconsistent sizing | Confirm ladder integrity, plate map accuracy, and temperature stability |\n| Frequent current faults | Inspect for bubbles, low liquid levels, or salt contamination; replace consumables |\n\n## 17. Maintenance\n\n* Perform **Full Conditioning** at the start of the day or as required by kit.\n* Replace gels and buffers per shelf-life and use counts.\n* Track **Array Usage Count** at each run and follow vendor guidance for replacement.\n* Clean trays weekly or after spills. Inspect electrodes and stage area.\n\n## 18. Records to Retain\n\nFor each run record:\n\n* Date, time, and operator\n* Device serial and FA software version\n* Array serial and usage count\n* Method name and key parameters\n* Plate map and sample IDs\n* File path to raw data and PDF reports\n* QC outcomes and any deviations\n\n---\n\n**End of SOP**"
                }
            ]
        },
        {
            "@id": "#protocol-35",
            "@type": "LabProtocol",
            "name": "Sequencing Submission",
            "description": "Submit samples for sequencing at the genomics facility. Links kevlab samples to QC app runs after sequencing is complete.",
            "version": "1.0",
            "category": "sequencing"
        },
        {
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        {
            "@id": "#measurement-343",
            "@type": "PropertyValue",
            "name": "nmol/L",
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            "unitCode": "UO:0000065",
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            "@id": "#measurement-347",
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            "@type": "PropertyValue",
            "name": "nmol/L",
            "value": "4.4695",
            "unitCode": "UO:0000065",
            "unitText": "nmol/L"
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            "@type": "PropertyValue",
            "name": "nmol/L",
            "value": "4.2648",
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            "unitText": "nmol/L"
        },
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            ],
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                {
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                },
                {
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                {
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                {
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                {
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            ]
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        {
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            "category": "sequencing",
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                {
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            ]
        }
    ]
}