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: TMEM150C

Gene summary for TMEM150C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM150C

Gene ID

441027

Gene nametransmembrane protein 150C
Gene AliasTTN3
Cytomap4q21.22
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

B9EJG8


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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
441027TMEM150CGSM4909293HumanBreastIDC2.49e-224.23e-010.1581
441027TMEM150CGSM4909301HumanBreastIDC3.73e-062.61e-010.1577
441027TMEM150CGSM4909306HumanBreastIDC4.71e-042.28e-010.1564
441027TMEM150CGSM4909317HumanBreastIDC2.85e-255.72e-010.1355
441027TMEM150CM1HumanBreastIDC3.50e-052.76e-010.1577
441027TMEM150CNCCBC2HumanBreastDCIS2.98e-098.32e-010.1554
441027TMEM150CDCIS2HumanBreastDCIS1.79e-094.17e-020.0085
441027TMEM150CP2T-EHumanEsophagusESCC8.68e-255.39e-010.1177
441027TMEM150CP8T-EHumanEsophagusESCC4.43e-141.43e-010.0889
441027TMEM150CP9T-EHumanEsophagusESCC3.98e-025.33e-020.1131
441027TMEM150CP10T-EHumanEsophagusESCC1.04e-088.75e-020.116
441027TMEM150CP12T-EHumanEsophagusESCC1.52e-244.78e-010.1122
441027TMEM150CP15T-EHumanEsophagusESCC4.16e-102.69e-010.1149
441027TMEM150CP16T-EHumanEsophagusESCC1.94e-152.32e-010.1153
441027TMEM150CP21T-EHumanEsophagusESCC1.74e-038.14e-030.1617
441027TMEM150CP22T-EHumanEsophagusESCC1.09e-086.62e-020.1236
441027TMEM150CP23T-EHumanEsophagusESCC1.62e-026.46e-020.108
441027TMEM150CP26T-EHumanEsophagusESCC5.66e-223.22e-010.1276
441027TMEM150CP27T-EHumanEsophagusESCC3.67e-101.76e-010.1055
441027TMEM150CP28T-EHumanEsophagusESCC1.90e-285.83e-010.1149
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
GO:007121413BreastIDCcellular response to abiotic stimulus48/1434331/187231.37e-053.53e-0448
GO:010400413BreastIDCcellular response to environmental stimulus48/1434331/187231.37e-053.53e-0448
GO:000961211BreastIDCresponse to mechanical stimulus34/1434216/187234.59e-051.03e-0334
GO:007149614BreastIDCcellular response to external stimulus45/1434320/187235.40e-051.15e-0345
GO:007121423BreastDCIScellular response to abiotic stimulus47/1390331/187231.32e-053.31e-0447
GO:010400423BreastDCIScellular response to environmental stimulus47/1390331/187231.32e-053.31e-0447
GO:007149623BreastDCIScellular response to external stimulus45/1390320/187232.55e-055.87e-0445
GO:000961221BreastDCISresponse to mechanical stimulus32/1390216/187231.36e-042.33e-0332
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:007121419EsophagusESCCcellular response to abiotic stimulus206/8552331/187237.52e-101.88e-08206
GO:010400419EsophagusESCCcellular response to environmental stimulus206/8552331/187237.52e-101.88e-08206
GO:00712606EsophagusESCCcellular response to mechanical stimulus54/855281/187231.09e-047.64e-0454
GO:000961216EsophagusESCCresponse to mechanical stimulus124/8552216/187233.30e-041.94e-03124
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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
TMEM150CSNVMissense_Mutationc.739N>Ap.Asp247Asnp.D247NB9EJG8protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.977)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TMEM150CSNVMissense_Mutationrs745461497c.376N>Ap.Glu126Lysp.E126KB9EJG8protein_codingtolerated(0.33)probably_damaging(0.989)TCGA-B6-A0WY-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
TMEM150CSNVMissense_Mutationc.443N>Tp.Ala148Valp.A148VB9EJG8protein_codingtolerated(0.29)benign(0.2)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TMEM150CSNVMissense_Mutationc.319C>Ap.Leu107Metp.L107MB9EJG8protein_codingtolerated(0.22)probably_damaging(0.977)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM150CSNVMissense_Mutationnovelc.226G>Ap.Ala76Thrp.A76TB9EJG8protein_codingdeleterious(0.02)benign(0.299)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM150CSNVMissense_Mutationrs761369207c.520N>Gp.Ile174Valp.I174VB9EJG8protein_codingtolerated(0.6)benign(0)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM150CSNVMissense_Mutationc.212T>Gp.Val71Glyp.V71GB9EJG8protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TMEM150CSNVMissense_Mutationnovelc.431N>Ap.Cys144Tyrp.C144YB9EJG8protein_codingtolerated(0.51)probably_damaging(0.995)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM150CSNVMissense_Mutationc.99A>Cp.Glu33Aspp.E33DB9EJG8protein_codingtolerated(0.24)probably_damaging(0.983)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
TMEM150CSNVMissense_Mutationnovelc.108A>Cp.Lys36Asnp.K36NB9EJG8protein_codingtolerated(0.37)possibly_damaging(0.481)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<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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