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: GSDMC

Gene summary for GSDMC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GSDMC

Gene ID

56169

Gene namegasdermin C
Gene AliasMLZE
Cytomap8q24.21
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9BYG8


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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
56169GSDMCLZE4THumanEsophagusESCC6.95e-043.24e-010.0811
56169GSDMCLZE22THumanEsophagusESCC3.93e-024.58e-010.068
56169GSDMCP5T-EHumanEsophagusESCC7.61e-165.37e-010.1327
56169GSDMCP8T-EHumanEsophagusESCC2.51e-026.99e-020.0889
56169GSDMCP9T-EHumanEsophagusESCC2.60e-122.52e-010.1131
56169GSDMCP10T-EHumanEsophagusESCC1.68e-041.95e-010.116
56169GSDMCP11T-EHumanEsophagusESCC1.13e-094.58e-010.1426
56169GSDMCP12T-EHumanEsophagusESCC7.08e-102.75e-010.1122
56169GSDMCP15T-EHumanEsophagusESCC4.38e-134.47e-010.1149
56169GSDMCP17T-EHumanEsophagusESCC4.40e-065.28e-010.1278
56169GSDMCP19T-EHumanEsophagusESCC1.50e-046.41e-010.1662
56169GSDMCP21T-EHumanEsophagusESCC9.04e-327.43e-010.1617
56169GSDMCP23T-EHumanEsophagusESCC6.95e-041.65e-010.108
56169GSDMCP24T-EHumanEsophagusESCC1.56e-02-2.58e-030.1287
56169GSDMCP26T-EHumanEsophagusESCC3.76e-062.29e-010.1276
56169GSDMCP28T-EHumanEsophagusESCC7.52e-097.94e-020.1149
56169GSDMCP30T-EHumanEsophagusESCC3.04e-095.54e-010.137
56169GSDMCP31T-EHumanEsophagusESCC7.20e-092.76e-010.1251
56169GSDMCP36T-EHumanEsophagusESCC2.09e-021.80e-010.1187
56169GSDMCP37T-EHumanEsophagusESCC3.77e-112.42e-010.1371
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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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
GSDMCSNVMissense_Mutationrs754298748c.119N>Ap.Arg40Glnp.R40QQ9BYG8protein_codingtolerated(0.71)benign(0.041)TCGA-A2-A0D4-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
GSDMCSNVMissense_Mutationrs550446533c.100C>Tp.Arg34Cysp.R34CQ9BYG8protein_codingtolerated(0.14)benign(0.071)TCGA-A7-A3RF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozolePD
GSDMCSNVMissense_Mutationrs765739292c.143N>Tp.Ser48Leup.S48LQ9BYG8protein_codingtolerated(0.42)benign(0.003)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
GSDMCSNVMissense_Mutationc.1442N>Tp.Arg481Metp.R481MQ9BYG8protein_codingdeleterious(0)probably_damaging(0.979)TCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GSDMCSNVMissense_Mutationnovelc.317N>Tp.Ser106Leup.S106LQ9BYG8protein_codingtolerated(0.1)benign(0.062)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
GSDMCSNVMissense_Mutationc.972N>Gp.Phe324Leup.F324LQ9BYG8protein_codingtolerated(0.28)possibly_damaging(0.446)TCGA-E9-A22E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphaneSD
GSDMCdeletionFrame_Shift_Delc.1059_1060delNNp.Ala354SerfsTer37p.A354Sfs*37Q9BYG8protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GSDMCinsertionNonsense_Mutationnovelc.1215_1216insAATGAGAGGGCCTAGGATTGCTATACACTATGp.Leu406AsnfsTer5p.L406Nfs*5Q9BYG8protein_codingTCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
GSDMCSNVMissense_Mutationnovelc.206G>Ap.Ser69Asnp.S69NQ9BYG8protein_codingtolerated(0.39)benign(0.145)TCGA-C5-A7X5-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
GSDMCSNVMissense_Mutationc.1001N>Tp.Ser334Leup.S334LQ9BYG8protein_codingdeleterious(0.02)probably_damaging(0.961)TCGA-IR-A3LH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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