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: GSDME

Gene summary for GSDME

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GSDME

Gene ID

1687

Gene namegasdermin E
Gene AliasDFNA5
Cytomap7p15.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A024RA58


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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
1687GSDMEmale-WTAHumanThyroidPTC2.74e-061.27e-010.1037
1687GSDMEPTC05HumanThyroidPTC7.54e-062.50e-010.2065
1687GSDMEPTC06HumanThyroidPTC3.64e-112.84e-010.2057
1687GSDMEPTC07HumanThyroidPTC2.48e-112.18e-010.2044
1687GSDMEATC09HumanThyroidATC3.35e-215.90e-010.2871
1687GSDMEATC12HumanThyroidATC2.31e-122.74e-010.34
1687GSDMEATC13HumanThyroidATC9.50e-142.72e-010.34
1687GSDMEATC1HumanThyroidATC2.71e-206.15e-010.2878
1687GSDMEATC2HumanThyroidATC3.34e-115.38e-010.34
1687GSDMEATC4HumanThyroidATC1.23e-163.93e-010.34
1687GSDMEATC5HumanThyroidATC1.90e-142.98e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:2001233113ThyroidPTCregulation of apoptotic signaling pathway197/5968356/187232.58e-203.69e-18197
GO:0097193113ThyroidPTCintrinsic apoptotic signaling pathway164/5968288/187239.17e-191.09e-16164
GO:2001242113ThyroidPTCregulation of intrinsic apoptotic signaling pathway99/5968164/187234.74e-142.79e-1299
GO:2001235112ThyroidPTCpositive regulation of apoptotic signaling pathway69/5968126/187238.51e-081.73e-0669
GO:000961520ThyroidPTCresponse to virus162/5968367/187234.52e-077.41e-06162
GO:2001244110ThyroidPTCpositive regulation of intrinsic apoptotic signaling pathway33/596858/187237.13e-056.19e-0433
GO:0034612111ThyroidPTCresponse to tumor necrosis factor109/5968253/187231.08e-048.69e-04109
GO:0071356111ThyroidPTCcellular response to tumor necrosis factor96/5968229/187238.24e-045.10e-0396
GO:00985869ThyroidPTCcellular response to virus41/596884/187238.84e-045.40e-0341
GO:00702656ThyroidPTCnecrotic cell death29/596862/187239.96e-034.07e-0229
GO:200123335ThyroidATCregulation of apoptotic signaling pathway206/6293356/187232.81e-215.92e-19206
GO:009719335ThyroidATCintrinsic apoptotic signaling pathway171/6293288/187231.86e-192.67e-17171
GO:200124233ThyroidATCregulation of intrinsic apoptotic signaling pathway103/6293164/187231.67e-149.77e-13103
GO:200123528ThyroidATCpositive regulation of apoptotic signaling pathway73/6293126/187231.74e-083.47e-0773
GO:0009615111ThyroidATCresponse to virus173/6293367/187234.23e-087.71e-07173
GO:003461228ThyroidATCresponse to tumor necrosis factor116/6293253/187233.22e-052.68e-04116
GO:200124433ThyroidATCpositive regulation of intrinsic apoptotic signaling pathway34/629358/187238.05e-056.03e-0434
GO:009858615ThyroidATCcellular response to virus44/629384/187232.94e-041.87e-0344
GO:007135627ThyroidATCcellular response to tumor necrosis factor102/6293229/187233.52e-042.18e-03102
GO:007026512ThyroidATCnecrotic cell death30/629362/187231.12e-024.00e-0230
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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
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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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