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: TMEM42

Gene summary for TMEM42

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM42

Gene ID

131616

Gene nametransmembrane protein 42
Gene AliasTMEM42
Cytomap3p21.31
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q69YG0


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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
131616TMEM42LZE4THumanEsophagusESCC3.65e-039.48e-020.0811
131616TMEM42LZE7THumanEsophagusESCC8.00e-041.38e-010.0667
131616TMEM42LZE8THumanEsophagusESCC8.15e-037.57e-020.067
131616TMEM42LZE22THumanEsophagusESCC8.27e-032.23e-010.068
131616TMEM42LZE24THumanEsophagusESCC6.98e-082.08e-010.0596
131616TMEM42P1T-EHumanEsophagusESCC2.49e-062.56e-010.0875
131616TMEM42P2T-EHumanEsophagusESCC7.58e-171.78e-010.1177
131616TMEM42P4T-EHumanEsophagusESCC3.52e-173.12e-010.1323
131616TMEM42P5T-EHumanEsophagusESCC1.91e-116.95e-020.1327
131616TMEM42P8T-EHumanEsophagusESCC4.58e-199.35e-020.0889
131616TMEM42P9T-EHumanEsophagusESCC7.66e-102.08e-010.1131
131616TMEM42P10T-EHumanEsophagusESCC7.77e-192.00e-010.116
131616TMEM42P11T-EHumanEsophagusESCC1.20e-072.37e-010.1426
131616TMEM42P12T-EHumanEsophagusESCC5.87e-202.84e-010.1122
131616TMEM42P15T-EHumanEsophagusESCC4.91e-121.90e-010.1149
131616TMEM42P16T-EHumanEsophagusESCC4.64e-222.19e-010.1153
131616TMEM42P17T-EHumanEsophagusESCC2.10e-041.65e-010.1278
131616TMEM42P19T-EHumanEsophagusESCC1.22e-084.34e-010.1662
131616TMEM42P20T-EHumanEsophagusESCC2.36e-061.81e-010.1124
131616TMEM42P21T-EHumanEsophagusESCC6.96e-293.74e-010.1617
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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
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
∗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
TMEM42SNVMissense_Mutationnovelc.261N>Ap.Phe87Leup.F87LQ69YG0protein_codingtolerated(0.27)possibly_damaging(0.775)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
TMEM42SNVMissense_Mutationnovelc.282N>Ap.Phe94Leup.F94LQ69YG0protein_codingtolerated(0.47)benign(0.003)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM42SNVMissense_Mutationnovelc.313G>Tp.Val105Leup.V105LQ69YG0protein_codingtolerated(0.07)benign(0.117)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM42SNVMissense_Mutationnovelc.282C>Ap.Phe94Leup.F94LQ69YG0protein_codingtolerated(0.47)benign(0.003)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
TMEM42SNVMissense_Mutationnovelc.301N>Ap.Ala101Thrp.A101TQ69YG0protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM42SNVMissense_Mutationrs139324350c.409C>Ap.Leu137Ilep.L137IQ69YG0protein_codingdeleterious(0.03)probably_damaging(0.994)TCGA-BS-A0TC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM42SNVMissense_Mutationc.245C>Ap.Ser82Tyrp.S82YQ69YG0protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM42SNVMissense_Mutationc.245C>Ap.Ser82Tyrp.S82YQ69YG0protein_codingdeleterious(0)possibly_damaging(0.9)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM42SNVMissense_Mutationnovelc.296C>Tp.Ala99Valp.A99VQ69YG0protein_codingtolerated(0.09)possibly_damaging(0.539)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM42SNVMissense_Mutationc.402C>Ap.Phe134Leup.F134LQ69YG0protein_codingtolerated(0.47)benign(0.003)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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