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: IGSF1

Gene summary for IGSF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IGSF1

Gene ID

3547

Gene nameimmunoglobulin superfamily member 1
Gene AliasCHTE
CytomapXq26.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8N6C5


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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
3547IGSF1HTA11_3410_2000001011HumanColorectumAD2.09e-153.02e-010.0155
3547IGSF1HTA11_2487_2000001011HumanColorectumSER9.26e-256.02e-01-0.1808
3547IGSF1HTA11_2951_2000001011HumanColorectumAD3.48e-054.53e-010.0216
3547IGSF1HTA11_1938_2000001011HumanColorectumAD4.91e-371.16e+00-0.0811
3547IGSF1HTA11_78_2000001011HumanColorectumAD2.11e-072.64e-01-0.1088
3547IGSF1HTA11_347_2000001011HumanColorectumAD6.14e-234.44e-01-0.1954
3547IGSF1HTA11_411_2000001011HumanColorectumSER9.77e-075.87e-01-0.2602
3547IGSF1HTA11_2112_2000001011HumanColorectumSER4.27e-117.61e-01-0.2196
3547IGSF1HTA11_3361_2000001011HumanColorectumAD1.78e-237.06e-01-0.1207
3547IGSF1HTA11_83_2000001011HumanColorectumSER5.52e-186.43e-01-0.1526
3547IGSF1HTA11_696_2000001011HumanColorectumAD2.40e-509.80e-01-0.1464
3547IGSF1HTA11_866_2000001011HumanColorectumAD5.92e-305.18e-01-0.1001
3547IGSF1HTA11_1391_2000001011HumanColorectumAD2.27e-337.50e-01-0.059
3547IGSF1HTA11_2992_2000001011HumanColorectumSER2.39e-044.52e-01-0.1706
3547IGSF1HTA11_5212_2000001011HumanColorectumAD4.40e-032.88e-01-0.2061
3547IGSF1HTA11_5216_2000001011HumanColorectumSER2.56e-074.28e-01-0.1462
3547IGSF1HTA11_546_2000001011HumanColorectumAD3.96e-052.91e-01-0.0842
3547IGSF1HTA11_9341_2000001011HumanColorectumSER1.69e-044.25e-01-0.00410000000000005
3547IGSF1HTA11_7862_2000001011HumanColorectumAD4.26e-186.68e-01-0.0179
3547IGSF1HTA11_866_3004761011HumanColorectumAD2.19e-164.36e-010.096
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:0007178ColorectumADtransmembrane receptor protein serine/threonine kinase signaling pathway99/3918355/187239.92e-049.28e-0399
GO:00451851ColorectumSERmaintenance of protein location26/289794/187231.76e-031.81e-0226
GO:00071781ColorectumMSStransmembrane receptor protein serine/threonine kinase signaling pathway86/3467355/187234.04e-032.95e-0286
GO:00071783ColorectumCRCtransmembrane receptor protein serine/threonine kinase signaling pathway66/2078355/187231.74e-055.28e-0466
GO:00900921ColorectumCRCregulation of transmembrane receptor protein serine/threonine kinase signaling pathway46/2078256/187236.66e-048.77e-0346
GO:00071785LungIACtransmembrane receptor protein serine/threonine kinase signaling pathway60/2061355/187234.82e-047.03e-0360
GO:000717818ThyroidHTtransmembrane receptor protein serine/threonine kinase signaling pathway42/1272355/187233.21e-044.20e-0342
GO:000717819ThyroidPTCtransmembrane receptor protein serine/threonine kinase signaling pathway156/5968355/187231.02e-061.51e-05156
GO:00900925ThyroidPTCregulation of transmembrane receptor protein serine/threonine kinase signaling pathway108/5968256/187233.07e-042.14e-03108
GO:00901013ThyroidPTCnegative regulation of transmembrane receptor protein serine/threonine kinase signaling pathway56/5968131/187235.63e-032.55e-0256
GO:000717823ThyroidATCtransmembrane receptor protein serine/threonine kinase signaling pathway170/6293355/187231.40e-082.87e-07170
GO:009009214ThyroidATCregulation of transmembrane receptor protein serine/threonine kinase signaling pathway120/6293256/187236.62e-066.85e-05120
GO:009010111ThyroidATCnegative regulation of transmembrane receptor protein serine/threonine kinase signaling pathway62/6293131/187237.59e-044.20e-0362
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04350ColorectumSERTGF-beta signaling pathway31/1580108/84657.00e-033.77e-022.74e-0231
hsa043501ColorectumSERTGF-beta signaling pathway31/1580108/84657.00e-033.77e-022.74e-0231
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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
IGSF1SNVMissense_Mutationnovelc.1810A>Cp.Asn604Hisp.N604HQ8N6C5protein_codingdeleterious(0.05)probably_damaging(0.999)TCGA-A2-A0EO-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IGSF1SNVMissense_Mutationc.3122A>Gp.Tyr1041Cysp.Y1041CQ8N6C5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0EU-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGSF1SNVMissense_Mutationnovelc.3174N>Ap.Ser1058Argp.S1058RQ8N6C5protein_codingdeleterious(0)probably_damaging(0.991)TCGA-A2-A4S1-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGSF1SNVMissense_Mutationnovelc.1640N>Ap.Arg547Lysp.R547KQ8N6C5protein_codingdeleterious(0.04)probably_damaging(0.97)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
IGSF1SNVMissense_Mutationc.2645N>Ap.Leu882Hisp.L882HQ8N6C5protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGSF1SNVMissense_Mutationc.2217N>Gp.Phe739Leup.F739LQ8N6C5protein_codingtolerated(0.75)benign(0.006)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IGSF1SNVMissense_Mutationnovelc.3995G>Tp.Arg1332Ilep.R1332IQ8N6C5protein_codingdeleterious_low_confidence(0.03)benign(0.169)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGSF1SNVMissense_Mutationrs201712796c.2767C>Tp.Arg923Trpp.R923WQ8N6C5protein_codingtolerated(0.07)possibly_damaging(0.655)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGSF1SNVMissense_Mutationnovelc.1151A>Gp.Tyr384Cysp.Y384CQ8N6C5protein_codingtolerated(0.17)possibly_damaging(0.819)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IGSF1SNVMissense_Mutationnovelc.3085N>Ap.Pro1029Thrp.P1029TQ8N6C5protein_codingtolerated(0.39)benign(0.197)TCGA-B6-A409-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
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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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