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: IGSF8

Gene summary for IGSF8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGSF8

Gene ID

93185

Gene nameimmunoglobulin superfamily member 8
Gene AliasCD316
Cytomap1q23.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q969P0


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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
93185IGSF8HTA11_3410_2000001011HumanColorectumAD5.91e-062.30e-010.0155
93185IGSF8HTA11_2487_2000001011HumanColorectumSER4.47e-074.26e-01-0.1808
93185IGSF8HTA11_1938_2000001011HumanColorectumAD3.33e-063.93e-01-0.0811
93185IGSF8HTA11_78_2000001011HumanColorectumAD3.22e-083.65e-01-0.1088
93185IGSF8HTA11_347_2000001011HumanColorectumAD7.19e-174.28e-01-0.1954
93185IGSF8HTA11_3361_2000001011HumanColorectumAD1.69e-043.21e-01-0.1207
93185IGSF8HTA11_83_2000001011HumanColorectumSER9.22e-043.84e-01-0.1526
93185IGSF8HTA11_696_2000001011HumanColorectumAD1.98e-153.96e-01-0.1464
93185IGSF8HTA11_866_2000001011HumanColorectumAD1.32e-052.35e-01-0.1001
93185IGSF8HTA11_1391_2000001011HumanColorectumAD1.12e-063.51e-01-0.059
93185IGSF8HTA11_866_3004761011HumanColorectumAD2.21e-031.97e-010.096
93185IGSF8HTA11_7663_2000001011HumanColorectumSER1.32e-043.25e-010.0131
93185IGSF8HTA11_10711_2000001011HumanColorectumAD2.94e-073.70e-010.0338
93185IGSF8HTA11_7696_3000711011HumanColorectumAD1.81e-093.09e-010.0674
93185IGSF8HTA11_99999970781_79442HumanColorectumMSS8.47e-103.35e-010.294
93185IGSF8HTA11_99999971662_82457HumanColorectumMSS8.26e-246.09e-010.3859
93185IGSF8HTA11_99999974143_84620HumanColorectumMSS2.15e-062.45e-010.3005
93185IGSF8LZE4THumanEsophagusESCC2.53e-101.92e-010.0811
93185IGSF8LZE7THumanEsophagusESCC1.02e-045.30e-010.0667
93185IGSF8LZE8THumanEsophagusESCC2.70e-025.10e-020.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:001470615EsophagusESCCstriated muscle tissue development197/8552384/187231.46e-024.74e-02197
GO:00605378Oral cavityOSCCmuscle tissue development185/7305403/187232.60e-031.14e-02185
GO:00147067Oral cavityOSCCstriated muscle tissue development174/7305384/187236.45e-032.40e-02174
GO:006053719ThyroidPTCmuscle tissue development156/5968403/187231.98e-031.06e-02156
GO:001470617ThyroidPTCstriated muscle tissue development144/5968384/187231.05e-024.22e-02144
GO:006053724ThyroidATCmuscle tissue development181/6293403/187231.27e-061.62e-05181
GO:001470622ThyroidATCstriated muscle tissue development168/6293384/187231.91e-051.73e-04168
GO:000751716ThyroidATCmuscle organ development139/6293327/187234.45e-042.64e-03139
GO:006053814ThyroidATCskeletal muscle organ development71/6293166/187238.39e-033.22e-0271
GO:000751913ThyroidATCskeletal muscle tissue development66/6293155/187231.20e-024.27e-0266
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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
IGSF8SNVMissense_Mutationc.1247N>Ap.Gly416Glup.G416EQ969P0protein_codingdeleterious(0.01)probably_damaging(0.983)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IGSF8SNVMissense_Mutationrs145403328c.328N>Ap.Val110Metp.V110MQ969P0protein_codingdeleterious(0.03)possibly_damaging(0.692)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
IGSF8SNVMissense_Mutationc.721N>Cp.Gly241Argp.G241RQ969P0protein_codingtolerated(0.09)possibly_damaging(0.484)TCGA-AR-A256-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
IGSF8SNVMissense_Mutationc.219N>Gp.Asp73Glup.D73EQ969P0protein_codingtolerated(1)benign(0)TCGA-BH-A0AZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
IGSF8SNVMissense_Mutationc.802N>Ap.Tyr268Asnp.Y268NQ969P0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-BH-A0HY-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytaxotereCR
IGSF8SNVMissense_Mutationrs745732374c.799A>Cp.Thr267Prop.T267PQ969P0protein_codingdeleterious(0.02)possibly_damaging(0.806)TCGA-EW-A1J3-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
IGSF8insertionIn_Frame_Insnovelc.1425_1426insAGACAGAGTCTTGCTCTGTCACCCAGCCTGGGATGCAGTp.Leu475_Ala476insArgGlnSerLeuAlaLeuSerProSerLeuGlyCysSerp.L475_A476insRQSLALSPSLGCSQ969P0protein_codingTCGA-A8-A0AB-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
IGSF8deletionFrame_Shift_Delnovelc.488_503delNNNNNNNNNNNNNNNNp.Arg163GlnfsTer7p.R163Qfs*7Q969P0protein_codingTCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
IGSF8insertionFrame_Shift_Insrs754902711c.479dupCp.Gly161ArgfsTer18p.G161Rfs*18Q969P0protein_codingTCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGSF8deletionFrame_Shift_Delnovelc.1115delCp.Pro372LeufsTer22p.P372Lfs*22Q969P0protein_codingTCGA-D8-A27V-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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