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: TMEM243

Gene summary for TMEM243

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM243

Gene ID

79161

Gene nametransmembrane protein 243
Gene AliasC7orf23
Cytomap7q21.12
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q9BU79


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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
79161TMEM243LZE4THumanEsophagusESCC2.51e-056.35e-020.0811
79161TMEM243LZE5THumanEsophagusESCC1.65e-052.92e-010.0514
79161TMEM243LZE7THumanEsophagusESCC1.53e-084.15e-010.0667
79161TMEM243LZE8THumanEsophagusESCC1.27e-079.49e-020.067
79161TMEM243LZE20THumanEsophagusESCC4.89e-028.04e-020.0662
79161TMEM243LZE21D1HumanEsophagusHGIN2.98e-027.92e-020.0632
79161TMEM243LZE22THumanEsophagusESCC1.67e-022.92e-010.068
79161TMEM243LZE24THumanEsophagusESCC6.86e-195.05e-010.0596
79161TMEM243LZE22D3HumanEsophagusHGIN1.46e-025.03e-010.0653
79161TMEM243LZE6THumanEsophagusESCC1.39e-041.32e-010.0845
79161TMEM243P1T-EHumanEsophagusESCC7.87e-095.21e-010.0875
79161TMEM243P2T-EHumanEsophagusESCC2.25e-152.43e-010.1177
79161TMEM243P4T-EHumanEsophagusESCC2.71e-265.83e-010.1323
79161TMEM243P5T-EHumanEsophagusESCC1.32e-132.73e-010.1327
79161TMEM243P8T-EHumanEsophagusESCC2.47e-355.93e-010.0889
79161TMEM243P9T-EHumanEsophagusESCC3.14e-184.03e-010.1131
79161TMEM243P10T-EHumanEsophagusESCC7.19e-387.05e-010.116
79161TMEM243P11T-EHumanEsophagusESCC4.40e-124.13e-010.1426
79161TMEM243P12T-EHumanEsophagusESCC3.43e-223.72e-010.1122
79161TMEM243P15T-EHumanEsophagusESCC1.87e-314.68e-010.1149
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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
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
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
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
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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
TMEM243SNVMissense_Mutationc.179N>Cp.Leu60Serp.L60SQ9BU79protein_codingdeleterious(0.05)possibly_damaging(0.66)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TMEM243SNVMissense_Mutationnovelc.142N>Cp.Ser48Argp.S48RQ9BU79protein_codingtolerated(0.06)benign(0.007)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM243SNVMissense_Mutationrs376906362c.128N>Cp.Leu43Prop.L43PQ9BU79protein_codingdeleterious(0.02)possibly_damaging(0.857)TCGA-E6-A1M0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
TMEM243SNVMissense_Mutationrs375982092c.248G>Ap.Arg83Glnp.R83QQ9BU79protein_codingdeleterious(0)probably_damaging(0.988)TCGA-E6-A2P9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM243SNVMissense_Mutationrs766468075c.266N>Tp.Pro89Leup.P89LQ9BU79protein_codingdeleterious(0)probably_damaging(0.999)TCGA-G3-A25V-01Liverliver hepatocellular carcinomaMale>=65I/IIUnknownUnknownPD
TMEM243insertionNonsense_Mutationnovelc.131_132insTGTATAGACCCp.Thr45ValfsTer2p.T45Vfs*2Q9BU79protein_codingTCGA-FY-A4B0-01Thyroidthyroid carcinomaMale>=65I/IIHormone TherapysynthroidSD
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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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