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Bioinformatics and Systems Medicine Laboratory Bioinformatics and Systems Medicine Laboratory

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TissGeneSummary

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TissGeneExp

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TissGene-miRNA

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TissGeneMut: TissGeneSNV, TissGeneCNV, and TissGeneFusions

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TissGeneNet

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TissGeneProg

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TissGeneClin: TissGeneDrug and TissGeneDisease

TissGeneSummary for COL9A1
check button Gene summary
Basic gene informationGene symbolCOL9A1
Gene namecollagen, type IX, alpha 1
SynonymsDJ149L1.1.2|EDM6|MED|STL4
CytomapUCSC genome browser: 6q13
Type of geneprotein-coding
RefGenesNM_001851.4,
NM_078485.3,
Descriptionalpha-1(IX) collagen chaincartilage-specific short collagencollagen IX, alpha-1 polypeptidecollagen alpha-1(IX) chain
Modification date20141219
dbXrefs MIM : 120210
HGNC : HGNC
Ensembl : ENSG00000112280
HPRD : 00367
Vega : OTTHUMG00000014988
ProteinUniProt:
go to UniProt's Cross Reference DB Table
ExpressionCleanEX: HS_COL9A1
BioGPS: 1297
PathwayNCI Pathway Interaction Database: COL9A1
KEGG: COL9A1
REACTOME: COL9A1
Pathway Commons: COL9A1
ContextiHOP: COL9A1
ligand binding site mutation search in PubMed: COL9A1
UCL Cancer Institute: COL9A1
Assigned class in TissGDB*B
Included tissue-specific gene expression resourcesHPA,TiGER,GTEx
Specific-tissues in normal samples (assigned by TissGDB using HPA, TiGER, and GTEx)OvaryProstate
Cancer types related to the specific-tissues in cancer samples (assigned by TissGDB using TCGA)OVPRAD
Reference showing the relevant tissue of COL9A1
Description by TissGene annotations
* Class A consists of genes with literature evidence and is part of the cTissGenes. Class B consists of only cTissGenes without additional evidence. The remaining genes belong to Class C.

check button Gene ontology having evidence of Inferred from Direct Assay (IDA) from Entrez
GO IDGO termPubMed ID


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TissGeneExp for COL9A1

check button Gene expressions across 28 cancer types (X-axis: cancer type and Y-axis: log2(norm_counts+1))
(TCGA IlluminaHiSeq_RNASeqV2, pan-cancer normalized log2(norm_counts+1) data, version 2016-08-16)
gene exp


check button Gene isoform expressions across 28 cancer types (X-axis: cancer type and Y-axis: log2(norm_counts+1))
(TCGA pan-cancer tcga_rsem_isoform_tpm, version 2016-09-01)
gene isoform exp


check button Gene expressions across normal tissues of GTEx data
(GTEx GTEx_Analysis_v6_RNA-seq_RNA-SeQCv1.1.8_gene_rpkm.gct)
- Here, we shows the matched tissue types only among our 28 cancer types.
normal gene exp


check button Different expressions across 14 cancer types with more than 10 samples between matched tumors and normals (X-axis: cancer type and Y-axis: log2(norm_counts+1))
(TCGA IlluminaHiSeq_RNASeqV2, pan-cancer normalized log2(norm_counts+1) data, version 2016-08-16)
DEG exp

- Significantly differentially expressed cancer types and information. (|Fold change|>1 and FDR<0.05)
Cancer typeMean(exp) in tumorMean(exp) in matched normalLog2FCP-val.FDR
LIHC-1.338284069-3.3468560692.0085722.04E-134.87E-12
KIRP-2.755597819-1.370085319-1.38551251.01E-054.22E-05
STAD1.047967806-0.3995634441.447531250.004710.018365536
PRAD0.7486651612.336117084-1.5874519230.0005160.001803988


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TissGene-miRNA for COL9A1

check button Significantly anti-correlated miRNAs of TissGene across 28 cancer types
(Gene-miRNA relations from TargetScanHuman Relsease 7.1, Conserved_Site_Context_Scores.txt.zip, 06.01.2016)
(TCGA IlluminaHiSeq_miRNASeq, log2(RPM+1) data, version 2016-11-21)
(TCGA IlluminaHiSeq_RNASeqV2, log2(normalized_count+1) data, version 2016-08-16)
(Spearman’s Rank Correlation (p-value<0.05 and coefficient<-0.25))
Cancer typemiRNA idmiRNA accessionP-val.Coeff.# samples
UCShsa-let-7i-5pMIMAT00004150.044-0.2756


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TissGeneMut for COL9A1
TissGeneSNV for COL9A1

check button nsSNV counts per each loci.
Different colors of circles represent different cancer types. Circle size denotes number of samples.
(TCGA somatic mutation (SNPs and small INDELs) data, version 2016-04-25)

* Click on the image to enlarge it in a new window.
SNV lollipop
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check button Somatic nucleotide variants of TissGene across 28 cancer types
(X-axis: cancer type and Y-axis: % of mutated samples)
The numbers in parentheses are numbers of samples with mutation (nsSNVs).
(TCGA somatic mutation (SNPs and small INDELs) data, version 2016-04-25)
SNV distribution

- nsSNVs sorted by frequency.
AAchangeCancer type# samples
p.S170LSKCM4
p.G526ESKCM3
p.P624SSKCM2
p.R118QUCEC2
p.P244HLIHC2
p.E491KSKCM2
p.P498SSKCM2
p.S351LSKCM2
p.P886SSKCM2
p.P531SSKCM2
p.R877QSKCM2
p.G535ESKCM2
p.V85ELUAD1
p.Q84LLUAD1
p.P854HLIHC1
p.G457ALUSC1
p.P699HESCA1
p.V187MUCEC1
p.R118QCOAD1
p.M600ISKCM1
p.E250*UCEC1
p.G598CLUAD1
p.T328ILGG1
p.S156LSKCM1
p.P579HUCEC1
p.G861CLUAD1
p.G529STHCA1
p.R28HBLCA1
p.G890RLUSC1
p.E109KLUAD1
p.R118*UCS1
p.V187LLUSC1
p.L194VCESC1
p.P412SSKCM1
p.G718ESKCM1
p.R352COV1
p.P29HOV1
p.A69TSTAD1
p.Q51*UCEC1
p.R843HHNSC1
p.R295QSTAD1
p.D665EESCA1
p.R877QBLCA1
p.R118XUCS1
p.R545CCHOL1
p.G613RSKCM1
p.P389TLUAD1
p.P280LESCA1
p.P313TCHOL1
p.P895HKIRP1
p.P276SSKCM1
p.R720WSKCM1
p.E482KESCA1
p.G281ASTAD1
p.A69VUCEC1
p.V77ASTAD1
p.A22VUCEC1
p.G311ESKCM1
p.G565ALUSC1
p.P552SSKCM1
p.G278WLUAD1
p.G814ESKCM1
p.P423QTHYM1
p.R816GLUSC1
p.R118LESCA1
p.P313TPRAD1
p.E710*LUAD1
p.Q228EBLCA1
p.D862ALUAD1
p.H253NLUAD1
p.R71KLIHC1
p.G481EKIRP1
p.G460ESKCM1
p.P297SSKCM1
p.G457VLUAD1
p.L897HHNSC1
p.P330SCOAD1
p.P465SSKCM1
p.S336FLAML1
p.S339PCOAD1
p.R28HCOAD1
p.G858SLUAD1
p.P393SSKCM1
p.L623RSTAD1
p.D58YREAD1
p.R419GCESC1
p.G577ESKCM1
p.S80LSKCM1
p.G838ESKCM1
p.S174TLUAD1
p.G457RLGG1
p.E692KSARC1
p.R28CSTAD1
p.N91SHNSC1
p.R246QCOAD1
p.Q228PCOAD1
p.G472CLUAD1
p.D197ETHYM1
p.V154ALUAD1
p.T251IHNSC1
p.P366SSKCM1
p.Q151LLUSC1
p.G571ESKCM1
p.Q771KLUAD1
p.D292ESKCM1
p.G601RSKCM1
p.G541DUVM1
p.A22VESCA1
p.V378ALUSC1
p.Q764ECOAD1
p.G697ESKCM1
p.P528SSKCM1
p.R419GLUSC1
p.G670CKIRC1
p.G162RSKCM1
p.G700DLUAD1
p.P564SLUAD1
p.M428IESCA1
p.G697*PRAD1
p.G884ESKCM1
p.G730RSKCM1
p.L650FSKCM1
p.E437KSKCM1
p.T537MLIHC1
p.G820SSKCM1
p.Q621RCOAD1
p.V13LBLCA1
p.D489NBLCA1
p.G622EPRAD1
p.P310LKIRP1
p.E262*UCEC1
p.R848IBLCA1
p.Y159*BRCA1
p.R377SLUAD1
p.P752SSKCM1
p.K145TSTAD1
p.G787VLUAD1
p.D135NSTAD1
p.P301LBLCA1
p.D53YLUAD1
p.G823RSKCM1
p.Q599*GBM1
p.A521DUCS1
p.R377HBRCA1
p.G143SSKCM1
p.G511VPRAD1
p.Q909PLUAD1
p.G583CLUAD1
p.A218VSKCM1
p.K6NUCEC1
p.P211QLUAD1
p.D566NSKCM1
p.S178FLUAD1
p.G186DUCEC1
p.P728SSKCM1
p.A524TUCEC1
p.V187MGBM1
p.F195YLUAD1
p.R843HLUAD1
p.E839KSARC1
p.G210DSTAD1
p.P227SSKCM1
p.P753LSTAD1
p.P29LESCA1
p.P372HLUAD1
p.P304TLUSC1
p.L17MUCEC1
p.G568RPAAD1
p.G844DUCEC1
p.K126NUCEC1
p.G893*UCEC1
p.E710KSKCM1
p.F233LLUAD1
p.G353RSKCM1
p.P563LSKCM1
p.P846LSKCM1
p.G718RSKCM1
p.G852SPAAD1
p.E42XREAD1
p.S635THNSC1
p.G106RSKCM1
p.S137CBRCA1
p.G472VLUAD1
p.D135GSKCM1
p.S681FSKCM1
p.G427CUCEC1
p.G745VKIRP1
p.Q134*BLCA1
p.G601ESKCM1
p.P723SSKCM1
p.G329ESKCM1
p.E629VHNSC1
p.G887VUCEC1
p.G281CDLBC1
p.D177YBLCA1
p.P561RBLCA1
p.R246QLGG1
p.F10IOV1
p.D695NSKCM1
p.G709RLUAD1
p.P801LBRCA1
p.D135NKIRC1
p.P800SSKCM1
p.P636RLUAD1
p.D503NSKCM1
p.G281VLUAD1
p.R419CSKCM1
p.P833LSKCM1
p.G347SLUSC1
p.G715ESKCM1
p.A567VLGG1
p.H405YSKCM1
p.G793VLUAD1


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TissGeneCNV for COL9A1

check button Copy number variations of TissGene across 28 cancer types (X-axis: cancer type and Y-axis: % of CNV samples)
(TCGA Gistic2_CopyNumber_Gistic2_all_data_by_genes, Gistic2 copy number data, version 2016-08-16)
CNV


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TissGeneFusions for COL9A1

check button Fusion genes including TissGene
(ChimerDB 3.0, 2016-12-01 and TCGA fusion Portal 2015-12-01)
DatabaseSrcCancer typeSampleFusion geneORF5'-gene BP3'-gene BP
Chimerdb3.0ChiTaRsNADV460377ZNF638-COL9A1chr2:71662186chr6:70925993
Chimerdb3.0FusionScanSARCTCGA-FX-A2QS-01ACPSF6-COL9A1Out-of-Framechr12:69633486chr6:70926784


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TissGeneNet for COL9A1

check button Co-expressed gene networks based on protein-protein interaction data (CePIN)
(TCGA IlluminaHiSeq_RNASeqV2, pan-cancer normalized log2(norm_counts+1) data, version 2016-08-16)
(PINA2 ppi data)
BRCA (tumor)BRCA (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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COAD (tumor)COAD (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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HNSC (tumor)HNSC (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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KICH (tumor)KICH (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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KIRC (tumor)KIRC (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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KIRP (tumor)KIRP (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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LIHC (tumor)LIHC (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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LUAD (tumor)LUAD (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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LUSC (tumor)LUSC (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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PRAD (tumor)PRAD (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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STAD (tumor)STAD (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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THCA (tumor)THCA (normal)
COL9A1, COL2A1, COMP, MAG, COL9A3 (tumor)COL9A1, COL2A1, COMP, MAG, COL9A3 (normal)
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TissGeneProg for COL9A1

check button Kaplan-Meier plots with logrank tests of overall survival (OS) using 28 cancer types
(TCGA IlluminaHiSeq_RNASeqV2, pan-cancer normalized log2(norm_counts+1) data, version 2016-08-16)
(TCGA clinicalMatrix, phenotype data, version 2016-04-27)

* Click on the image to enlarge it in a new window.
survival 1

check button Kaplan-Meier plots with logrank test of relapse free survival (RFS) using 28 cancer types
(TCGA IlluminaHiSeq_RNASeqV2, pan-cancer normalized log2(norm_counts+1) data, version 2016-08-16)
(TCGA clinicalMatrix, phenotype data, version 2016-04-27)

* Click on the image enlarge it in a new window.
survival 2

check button Forest plot of Cox proportional hazard ratio (HR) and 95% CI of overall survival (OS) using 28 cancer types
(TCGA IlluminaHiSeq_RNASeqV2, pan-cancer normalized log2(norm_counts+1) data, version 2016-08-16)
(TCGA clinicalMatrix, phenotype data, version 2016-04-27)

* Click on the image enlarge it in a new window.
survival 3

check button Forest plot of Cox proportional hazard ratio (HR) and 95% CI of relapse free survival (RFS) using 28 cancer types
(TCGA IlluminaHiSeq_RNASeqV2, pan-cancer normalized log2(norm_counts+1) data, version 2016-08-16)
(TCGA clinicalMatrix, phenotype data, version 2016-04-27)

* Click on the image enlarge it in a new window.
survival 4

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TissGeneClin for COL9A1
TissGeneDrug for COL9A1

check button Drug information targeting TissGene
(DrugBank Version 5.0.6, 2017-04-01)
DrugBank IDDrug nameDrug activityDrug typeDrug status


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TissGeneDisease for COL9A1

check button Disease information associated with TissGene
(DisGeNet, 2016-06-01)
Disease IDDisease name# pubmedsSource
umls:C0026760Multiple Epiphyseal Dysplasia12BeFree
umls:C0025149Medulloblastoma8BeFree
umls:C0002312alpha-Thalassemia4BeFree
umls:C0029408Degenerative polyarthritis4BeFree,GAD
umls:C0041834Erythema4BeFree
umls:C0265253Stickler syndrome (disorder)4BeFree
umls:C1456873alpha^+^ Thalassemia4BeFree
umls:C0272002alpha^0^ Thalassemia3BeFree
umls:C0009081Congenital clubfoot2BeFree,GAD
umls:C0017638Glioma2BeFree
umls:C0020445Hypercholesterolemia, Familial2BeFree
umls:C0029410Osteoarthritis of hip2BeFree
umls:C0029422Osteochondrodysplasias2CTD_human,LHGDN
umls:C0410538Pseudoachondroplasia2BeFree
umls:C0002726Amyloidosis1BeFree
umls:C0018784Sensorineural Hearing Loss (disorder)1CTD_human
umls:C0019693HIV Infections1BeFree
umls:C0020305Hydrops Fetalis1BeFree
umls:C0021818Intervertebral Disk Displacement1GAD
umls:C0025517Metabolic Diseases1BeFree
umls:C0027092Myopia1CTD_human
umls:C0027765nervous system disorder1BeFree
umls:C0031069Familial Mediterranean Fever1BeFree
umls:C0035309Retinal Diseases1CTD_human
umls:C0039730Thalassemia1BeFree
umls:C0040336Tobacco Use Disorder1GAD
umls:C0154822Serous retinal detachment1BeFree
umls:C0158489Acquired clubfoot1GAD
umls:C0205748Dysplastic Nevus1BeFree
umls:C0220726Diastrophic dysplasia1BeFree
umls:C0343284Chondrodysplasia1BeFree
umls:C0409952Idiopathic osteoarthritis1BeFree
umls:C0472761Homozygous alpha thalassemia1BeFree
umls:C0751214Hyperalgesia, Thermal1BeFree
umls:C1261473Sarcoma1BeFree
umls:C1384584Generalized osteoarthritis1BeFree
umls:C2745963Kashin-Beck Disease1BeFree
umls:C3887876OSTEOARTHRITIS SUSCEPTIBILITY 10MGD