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: TMEM128

Gene summary for TMEM128

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM128

Gene ID

85013

Gene nametransmembrane protein 128
Gene AliasTMEM128
Cytomap4p16.3
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

B7Z3K1


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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
85013TMEM128P26T-EHumanEsophagusESCC2.16e-057.70e-020.1276
85013TMEM128P27T-EHumanEsophagusESCC5.51e-071.70e-010.1055
85013TMEM128P28T-EHumanEsophagusESCC7.63e-141.71e-010.1149
85013TMEM128P30T-EHumanEsophagusESCC2.78e-143.90e-010.137
85013TMEM128P31T-EHumanEsophagusESCC6.90e-193.51e-010.1251
85013TMEM128P32T-EHumanEsophagusESCC2.43e-224.67e-010.1666
85013TMEM128P36T-EHumanEsophagusESCC5.76e-042.01e-010.1187
85013TMEM128P37T-EHumanEsophagusESCC5.16e-152.21e-010.1371
85013TMEM128P39T-EHumanEsophagusESCC1.49e-101.88e-010.0894
85013TMEM128P42T-EHumanEsophagusESCC4.74e-051.52e-010.1175
85013TMEM128P44T-EHumanEsophagusESCC3.30e-062.61e-010.1096
85013TMEM128P47T-EHumanEsophagusESCC4.12e-162.91e-010.1067
85013TMEM128P48T-EHumanEsophagusESCC7.95e-038.29e-020.0959
85013TMEM128P49T-EHumanEsophagusESCC1.22e-052.63e-010.1768
85013TMEM128P52T-EHumanEsophagusESCC1.16e-122.44e-010.1555
85013TMEM128P54T-EHumanEsophagusESCC8.13e-131.48e-010.0975
85013TMEM128P56T-EHumanEsophagusESCC6.78e-141.39e+000.1613
85013TMEM128P57T-EHumanEsophagusESCC2.44e-142.78e-010.0926
85013TMEM128P61T-EHumanEsophagusESCC2.83e-153.84e-010.099
85013TMEM128P62T-EHumanEsophagusESCC1.71e-203.60e-010.1302
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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
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
TMEM128deletionFrame_Shift_Delnovelc.214delNp.Glu74LysfsTer27p.E74Kfs*27protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TMEM128SNVMissense_Mutationnovelc.127A>Gp.Lys43Glup.K43Eprotein_codingtolerated(0.08)benign(0.359)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TMEM128SNVMissense_Mutationc.269N>Ap.Leu90Hisp.L90Hprotein_codingtolerated(0.55)possibly_damaging(0.8)TCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
TMEM128insertionFrame_Shift_Insnovelc.122_123insAp.Glu42GlyfsTer8p.E42Gfs*8protein_codingTCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TMEM128SNVMissense_Mutationrs138483289c.404N>Gp.Asn135Serp.N135Sprotein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
TMEM128SNVMissense_Mutationnovelc.286G>Ap.Ala96Thrp.A96Tprotein_codingdeleterious(0)possibly_damaging(0.586)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
TMEM128SNVMissense_Mutationnovelc.466N>Ap.Gly156Argp.G156Rprotein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM128SNVMissense_Mutationc.481A>Tp.Ile161Phep.I161Fprotein_codingdeleterious(0)possibly_damaging(0.555)TCGA-BS-A0UJ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM128SNVMissense_Mutationnovelc.172N>Ap.Ala58Thrp.A58Tprotein_codingdeleterious(0.04)benign(0.043)TCGA-EO-A3AZ-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM128SNVMissense_Mutationrs759483260c.376N>Cp.Ser126Prop.S126Pprotein_codingdeleterious(0.01)benign(0.014)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
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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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