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: SMIM8

Gene summary for SMIM8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SMIM8

Gene ID

57150

Gene namesmall integral membrane protein 8
Gene AliasC6orf162
Cytomap6q15
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q96KF7


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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
57150SMIM8LZE4THumanEsophagusESCC1.48e-021.15e-010.0811
57150SMIM8LZE5THumanEsophagusESCC4.70e-022.43e-010.0514
57150SMIM8LZE8THumanEsophagusESCC4.31e-041.86e-010.067
57150SMIM8LZE24THumanEsophagusESCC5.63e-256.13e-010.0596
57150SMIM8LZE21THumanEsophagusESCC5.91e-042.63e-010.0655
57150SMIM8P2T-EHumanEsophagusESCC1.33e-214.33e-010.1177
57150SMIM8P4T-EHumanEsophagusESCC7.68e-194.44e-010.1323
57150SMIM8P5T-EHumanEsophagusESCC6.77e-232.72e-010.1327
57150SMIM8P8T-EHumanEsophagusESCC3.58e-182.88e-010.0889
57150SMIM8P9T-EHumanEsophagusESCC1.31e-062.10e-010.1131
57150SMIM8P10T-EHumanEsophagusESCC3.04e-143.24e-010.116
57150SMIM8P11T-EHumanEsophagusESCC9.29e-083.65e-010.1426
57150SMIM8P12T-EHumanEsophagusESCC1.64e-254.91e-010.1122
57150SMIM8P15T-EHumanEsophagusESCC2.67e-153.39e-010.1149
57150SMIM8P16T-EHumanEsophagusESCC3.07e-174.55e-010.1153
57150SMIM8P20T-EHumanEsophagusESCC2.08e-122.88e-010.1124
57150SMIM8P21T-EHumanEsophagusESCC3.58e-153.62e-010.1617
57150SMIM8P22T-EHumanEsophagusESCC1.32e-112.32e-010.1236
57150SMIM8P23T-EHumanEsophagusESCC5.56e-164.01e-010.108
57150SMIM8P24T-EHumanEsophagusESCC1.21e-071.81e-010.1287
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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
∗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
SMIM8SNVMissense_Mutationc.167N>Tp.Thr56Ilep.T56IQ96KF7protein_codingdeleterious(0.01)benign(0.259)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
SMIM8SNVMissense_Mutationnovelc.146N>Gp.Val49Glyp.V49GQ96KF7protein_codingdeleterious(0)possibly_damaging(0.885)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SMIM8SNVMissense_Mutationnovelc.137N>Gp.Asn46Serp.N46SQ96KF7protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SMIM8SNVMissense_Mutationnovelc.104G>Ap.Arg35Hisp.R35HQ96KF7protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
SMIM8SNVMissense_Mutationc.36G>Tp.Lys12Asnp.K12NQ96KF7protein_codingtolerated(0.78)benign(0.001)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
SMIM8SNVMissense_Mutationc.226N>Tp.Asp76Tyrp.D76YQ96KF7protein_codingdeleterious(0)possibly_damaging(0.598)TCGA-95-7039-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
SMIM8SNVMissense_Mutationc.245N>Cp.Asp82Alap.D82AQ96KF7protein_codingdeleterious(0)benign(0.194)TCGA-L9-A743-01Lunglung adenocarcinomaMale<65I/IIChemotherapytaxotereCR
SMIM8SNVMissense_Mutationrs140990223c.86N>Ap.Arg29Hisp.R29HQ96KF7protein_codingtolerated(0.08)benign(0)TCGA-39-5037-01Lunglung squamous cell carcinomaMale>=65I/IIChemotherapycisplatinSD
SMIM8SNVMissense_Mutationrs138742161c.103N>Tp.Arg35Cysp.R35CQ96KF7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-BR-8487-01Stomachstomach adenocarcinomaFemale<65I/IIUnknownUnknownSD
SMIM8SNVMissense_Mutationc.71G>Tp.Gly24Valp.G24VQ96KF7protein_codingdeleterious(0)probably_damaging(1)TCGA-HU-8602-01Stomachstomach adenocarcinomaFemale<65I/IIChemotherapyxelodaCR
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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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