Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: COL17A1

Gene summary for COL17A1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COL17A1

Gene ID

1308

Gene namecollagen type XVII alpha 1 chain
Gene AliasBA16H23.2
Cytomap10q25.1
Gene Typeprotein-coding
GO ID

GO:0007044

UniProtAcc

Q9UMD9


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
1308COL17A1CA_HPV_1HumanCervixCC1.15e-02-2.72e-010.0264
1308COL17A1CA_HPV_3HumanCervixCC5.66e-328.65e-010.0414
1308COL17A1HSIL_HPV_1HumanCervixHSIL_HPV4.60e-02-2.39e-010.0116
1308COL17A1TumorHumanCervixCC2.21e-02-1.39e-010.1241
1308COL17A1sample1HumanCervixCC1.55e-053.06e-010.0959
1308COL17A1H2HumanCervixHSIL_HPV2.44e-05-2.75e-010.0632
1308COL17A1L1HumanCervixCC4.27e-04-2.80e-010.0802
1308COL17A1T1HumanCervixCC2.41e-042.94e-010.0918
1308COL17A1HTA11_2487_2000001011HumanColorectumSER5.69e-096.91e-01-0.1808
1308COL17A1HTA11_1938_2000001011HumanColorectumAD6.92e-209.31e-01-0.0811
1308COL17A1HTA11_78_2000001011HumanColorectumAD2.76e-116.58e-01-0.1088
1308COL17A1HTA11_347_2000001011HumanColorectumAD2.52e-135.34e-01-0.1954
1308COL17A1HTA11_411_2000001011HumanColorectumSER1.49e-041.17e+00-0.2602
1308COL17A1HTA11_2112_2000001011HumanColorectumSER2.65e-024.58e-01-0.2196
1308COL17A1HTA11_83_2000001011HumanColorectumSER4.64e-024.05e-01-0.1526
1308COL17A1HTA11_696_2000001011HumanColorectumAD2.35e-083.87e-01-0.1464
1308COL17A1HTA11_1391_2000001011HumanColorectumAD1.17e-116.27e-01-0.059
1308COL17A1HTA11_6818_2000001021HumanColorectumAD9.91e-054.01e-010.0588
1308COL17A1HTA11_99999970781_79442HumanColorectumMSS5.60e-061.30e-010.294
1308COL17A1HTA11_99999971662_82457HumanColorectumMSS1.11e-062.44e-010.3859
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00315898CervixCCcell-substrate adhesion96/2311363/187231.48e-138.85e-1196
GO:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:01501159CervixCCcell-substrate junction organization37/2311101/187233.20e-104.46e-0837
GO:00070448CervixCCcell-substrate junction assembly34/231195/187233.35e-093.45e-0734
GO:00071608CervixCCcell-matrix adhesion60/2311233/187231.58e-081.23e-0660
GO:00343298CervixCCcell junction assembly88/2311420/187233.42e-071.38e-0588
GO:0030198CervixCCextracellular matrix organization52/2311301/187237.43e-033.98e-0252
GO:0043062CervixCCextracellular structure organization52/2311302/187237.92e-034.17e-0252
GO:0045229CervixCCexternal encapsulating structure organization52/2311304/187239.00e-034.57e-0252
GO:000854413CervixHSIL_HPVepidermis development38/737324/187231.92e-093.23e-0738
GO:003158914CervixHSIL_HPVcell-substrate adhesion30/737363/187231.12e-042.34e-0330
GO:003432913CervixHSIL_HPVcell junction assembly28/737420/187234.82e-033.98e-0228
GO:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:0150115ColorectumADcell-substrate junction organization44/3918101/187232.38e-079.81e-0644
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0007044ColorectumADcell-substrate junction assembly41/391895/187238.20e-072.85e-0541
GO:0007160ColorectumADcell-matrix adhesion75/3918233/187233.56e-056.45e-0475
GO:0008544ColorectumADepidermis development87/3918324/187235.99e-033.76e-0287
GO:00343291ColorectumSERcell junction assembly100/2897420/187234.23e-061.61e-04100
GO:01501151ColorectumSERcell-substrate junction organization34/2897101/187234.46e-061.67e-0434
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
COL17A1SNVMissense_Mutationnovelc.3119N>Ap.Pro1040Glnp.P1040QQ9UMD9protein_codingdeleterious(0.03)probably_damaging(0.997)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
COL17A1SNVMissense_Mutationc.3191N>Cp.Val1064Alap.V1064AQ9UMD9protein_codingtolerated(0.06)probably_damaging(0.978)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
COL17A1SNVMissense_Mutationnovelc.1089N>Tp.Met363Ilep.M363IQ9UMD9protein_codingdeleterious(0.01)possibly_damaging(0.462)TCGA-AC-A4ZE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
COL17A1SNVMissense_Mutationc.3027N>Ap.Ser1009Argp.S1009RQ9UMD9protein_codingtolerated(0.08)benign(0.172)TCGA-AN-A0XN-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
COL17A1SNVMissense_Mutationc.4426N>Cp.Lys1476Glnp.K1476QQ9UMD9protein_codingdeleterious_low_confidence(0)possibly_damaging(0.783)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
COL17A1SNVMissense_Mutationnovelc.3328C>Ap.Pro1110Thrp.P1110TQ9UMD9protein_codingtolerated(0.07)possibly_damaging(0.521)TCGA-BH-A0B7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
COL17A1SNVMissense_Mutationrs529850690c.317G>Ap.Arg106Hisp.R106HQ9UMD9protein_codingdeleterious(0.04)benign(0.028)TCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
COL17A1SNVMissense_Mutationnovelc.295G>Cp.Glu99Glnp.E99QQ9UMD9protein_codingdeleterious(0.02)possibly_damaging(0.863)TCGA-BH-A2L8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
COL17A1SNVMissense_Mutationc.1860N>Tp.Met620Ilep.M620IQ9UMD9protein_codingtolerated(0.59)benign(0.005)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
COL17A1SNVMissense_Mutationnovelc.3944N>Ap.Gly1315Glup.G1315EQ9UMD9protein_codingdeleterious_low_confidence(0.01)benign(0.381)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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