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: TMEM216

Gene summary for TMEM216

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM216

Gene ID

51259

Gene nametransmembrane protein 216
Gene AliasHSPC244
Cytomap11q12.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q9P0N5


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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
51259TMEM216LZE4THumanEsophagusESCC1.43e-092.51e-010.0811
51259TMEM216LZE5THumanEsophagusESCC1.84e-022.97e-010.0514
51259TMEM216LZE8THumanEsophagusESCC5.45e-062.47e-010.067
51259TMEM216LZE24THumanEsophagusESCC9.58e-184.79e-010.0596
51259TMEM216LZE6THumanEsophagusESCC8.48e-053.44e-010.0845
51259TMEM216P1T-EHumanEsophagusESCC3.07e-053.93e-010.0875
51259TMEM216P2T-EHumanEsophagusESCC3.21e-284.82e-010.1177
51259TMEM216P4T-EHumanEsophagusESCC2.28e-439.65e-010.1323
51259TMEM216P5T-EHumanEsophagusESCC1.64e-174.07e-010.1327
51259TMEM216P8T-EHumanEsophagusESCC2.13e-387.91e-010.0889
51259TMEM216P9T-EHumanEsophagusESCC2.88e-143.63e-010.1131
51259TMEM216P10T-EHumanEsophagusESCC2.70e-386.42e-010.116
51259TMEM216P11T-EHumanEsophagusESCC2.34e-145.80e-010.1426
51259TMEM216P12T-EHumanEsophagusESCC8.30e-386.77e-010.1122
51259TMEM216P15T-EHumanEsophagusESCC6.02e-163.07e-010.1149
51259TMEM216P16T-EHumanEsophagusESCC1.27e-316.04e-010.1153
51259TMEM216P17T-EHumanEsophagusESCC7.55e-052.15e-010.1278
51259TMEM216P19T-EHumanEsophagusESCC1.61e-033.06e-010.1662
51259TMEM216P20T-EHumanEsophagusESCC2.34e-123.14e-010.1124
51259TMEM216P21T-EHumanEsophagusESCC2.44e-153.95e-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
GO:19055153EsophagusESCCnon-motile cilium assembly39/855261/187233.08e-031.28e-0239
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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
TMEM216SNVMissense_Mutationrs774225426c.343N>Tp.Arg115Cysp.R115CQ9P0N5protein_codingdeleterious(0)possibly_damaging(0.687)TCGA-A2-A4RW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TMEM216SNVMissense_Mutationnovelc.83N>Ap.Gly28Glup.G28EQ9P0N5protein_codingdeleterious(0)possibly_damaging(0.554)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM216SNVMissense_Mutationrs368617773c.254G>Ap.Arg85Glnp.R85QQ9P0N5protein_codingdeleterious(0.03)benign(0.033)TCGA-MY-A5BE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TMEM216SNVMissense_Mutationrs201108965c.218N>Ap.Arg73Hisp.R73HQ9P0N5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
TMEM216insertionFrame_Shift_Insrs767384710c.228dupTp.Gly77TrpfsTer16p.G77Wfs*16Q9P0N5protein_codingTCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TMEM216SNVMissense_Mutationnovelc.113N>Cp.Glu38Alap.E38AQ9P0N5protein_codingtolerated(0.11)probably_damaging(1)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM216SNVMissense_Mutationnovelc.67N>Ap.Leu23Metp.L23MQ9P0N5protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
TMEM216SNVMissense_Mutationnovelc.148N>Tp.Pro50Serp.P50SQ9P0N5protein_codingtolerated(0.6)probably_damaging(0.998)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
TMEM216SNVMissense_Mutationnovelc.186N>Ap.Met62Ilep.M62IQ9P0N5protein_codingdeleterious(0.02)benign(0.02)TCGA-B5-A11N-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM216SNVMissense_Mutationrs367737418c.359N>Cp.Met120Thrp.M120TQ9P0N5protein_codingdeleterious(0)benign(0.062)TCGA-B5-A11U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
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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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