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: TMEM50B

Gene summary for TMEM50B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM50B

Gene ID

757

Gene nametransmembrane protein 50B
Gene AliasC21orf4
Cytomap21q22.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

P56557


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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
757TMEM50BLZE2THumanEsophagusESCC1.29e-025.98e-010.082
757TMEM50BLZE4THumanEsophagusESCC6.14e-092.41e-010.0811
757TMEM50BLZE7THumanEsophagusESCC7.73e-054.94e-010.0667
757TMEM50BLZE8THumanEsophagusESCC8.48e-073.50e-010.067
757TMEM50BLZE22THumanEsophagusESCC2.37e-024.91e-010.068
757TMEM50BLZE24THumanEsophagusESCC1.61e-331.16e+000.0596
757TMEM50BLZE6THumanEsophagusESCC1.61e-031.87e-010.0845
757TMEM50BP1T-EHumanEsophagusESCC8.03e-032.60e-010.0875
757TMEM50BP2T-EHumanEsophagusESCC1.32e-315.09e-010.1177
757TMEM50BP4T-EHumanEsophagusESCC1.89e-349.09e-010.1323
757TMEM50BP5T-EHumanEsophagusESCC1.85e-122.45e-010.1327
757TMEM50BP8T-EHumanEsophagusESCC2.27e-183.34e-010.0889
757TMEM50BP9T-EHumanEsophagusESCC1.68e-142.97e-010.1131
757TMEM50BP10T-EHumanEsophagusESCC8.72e-296.63e-010.116
757TMEM50BP11T-EHumanEsophagusESCC1.16e-237.54e-010.1426
757TMEM50BP12T-EHumanEsophagusESCC4.25e-468.22e-010.1122
757TMEM50BP15T-EHumanEsophagusESCC3.66e-122.81e-010.1149
757TMEM50BP16T-EHumanEsophagusESCC9.05e-285.93e-010.1153
757TMEM50BP17T-EHumanEsophagusESCC1.21e-065.76e-010.1278
757TMEM50BP19T-EHumanEsophagusESCC1.33e-137.39e-010.1662
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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
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:001619715EsophagusESCCendosomal transport168/8552230/187232.28e-171.93e-15168
GO:000703417EsophagusESCCvacuolar transport119/8552157/187231.16e-146.30e-13119
GO:007198514EsophagusESCCmultivesicular body sorting pathway34/855237/187233.49e-097.39e-0834
GO:003250915EsophagusESCCendosome transport via multivesicular body sorting pathway29/855231/187231.92e-083.72e-0729
GO:00453245EsophagusESCClate endosome to vacuole transport23/855225/187231.39e-061.69e-0523
GO:00325113EsophagusESCClate endosome to vacuole transport via multivesicular body sorting pathway16/855217/187233.46e-052.82e-0416
GO:000703411LiverCirrhoticvacuolar transport75/4634157/187233.13e-101.53e-0875
GO:00325093LiverCirrhoticendosome transport via multivesicular body sorting pathway24/463431/187231.06e-094.76e-0824
GO:00719853LiverCirrhoticmultivesicular body sorting pathway25/463437/187234.79e-081.52e-0625
GO:001619711LiverCirrhoticendosomal transport93/4634230/187231.01e-072.93e-0693
GO:00453242LiverCirrhoticlate endosome to vacuole transport18/463425/187238.88e-071.84e-0518
GO:0032511LiverCirrhoticlate endosome to vacuole transport via multivesicular body sorting pathway12/463417/187238.92e-059.59e-0412
GO:001619721LiverHCCendosomal transport154/7958230/187234.74e-142.95e-12154
GO:000703421LiverHCCvacuolar transport108/7958157/187232.22e-118.69e-10108
GO:003250911LiverHCCendosome transport via multivesicular body sorting pathway28/795831/187233.56e-087.87e-0728
GO:007198511LiverHCCmultivesicular body sorting pathway32/795837/187233.85e-088.35e-0732
GO:004532411LiverHCClate endosome to vacuole transport21/795825/187232.47e-052.58e-0421
GO:00325111LiverHCClate endosome to vacuole transport via multivesicular body sorting pathway15/795817/187231.31e-041.07e-0315
GO:00161979Oral cavityOSCCendosomal transport141/7305230/187235.40e-122.06e-10141
GO:000703410Oral cavityOSCCvacuolar transport103/7305157/187231.25e-114.44e-10103
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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
TMEM50BSNVMissense_Mutationrs771687407c.88N>Ap.Ala30Thrp.A30TP56557protein_codingdeleterious(0)probably_damaging(0.957)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM50BSNVMissense_Mutationnovelc.367N>Gp.Thr123Alap.T123AP56557protein_codingtolerated(0.81)benign(0.003)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TMEM50BinsertionFrame_Shift_Insnovelc.105dupTp.Thr36TyrfsTer8p.T36Yfs*8P56557protein_codingTCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
TMEM50BSNVMissense_Mutationnovelc.287G>Ap.Arg96Glnp.R96QP56557protein_codingdeleterious(0.01)possibly_damaging(0.595)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM50BSNVMissense_Mutationnovelc.100N>Gp.Phe34Valp.F34VP56557protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
TMEM50BSNVMissense_Mutationc.207C>Ap.Phe69Leup.F69LP56557protein_codingtolerated(0.94)benign(0.023)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TMEM50BSNVMissense_Mutationc.374A>Gp.Asn125Serp.N125SP56557protein_codingtolerated(0.55)benign(0)TCGA-BS-A0UF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM50BinsertionFrame_Shift_Insnovelc.408_409insTp.Gln137SerfsTer8p.Q137Sfs*8P56557protein_codingTCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM50BdeletionFrame_Shift_Delnovelc.1delNp.Met1?p.M1?P56557protein_codingTCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
TMEM50BSNVMissense_Mutationnovelc.211A>Tp.Met71Leup.M71LP56557protein_codingdeleterious(0.04)benign(0.268)TCGA-J2-A4AD-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
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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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