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: TMEM59L

Gene summary for TMEM59L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM59L

Gene ID

25789

Gene nametransmembrane protein 59 like
Gene AliasBSMAP
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0000139

UniProtAcc

A0A024R7L4


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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
25789TMEM59LP2T-EHumanEsophagusESCC8.40e-041.21e-010.1177
25789TMEM59LP10T-EHumanEsophagusESCC8.40e-041.50e-010.116
25789TMEM59LP11T-EHumanEsophagusESCC6.27e-128.16e-010.1426
25789TMEM59LP16T-EHumanEsophagusESCC1.00e-244.59e-010.1153
25789TMEM59LP19T-EHumanEsophagusESCC2.95e-088.55e-010.1662
25789TMEM59LP24T-EHumanEsophagusESCC1.96e-052.77e-010.1287
25789TMEM59LP28T-EHumanEsophagusESCC3.97e-041.31e-010.1149
25789TMEM59LP32T-EHumanEsophagusESCC9.02e-115.53e-010.1666
25789TMEM59LP44T-EHumanEsophagusESCC2.47e-022.22e-010.1096
25789TMEM59LP56T-EHumanEsophagusESCC2.17e-077.36e-010.1613
25789TMEM59LP57T-EHumanEsophagusESCC4.41e-073.36e-010.0926
25789TMEM59LP61T-EHumanEsophagusESCC3.94e-041.54e-010.099
25789TMEM59LP74T-EHumanEsophagusESCC1.42e-041.69e-010.1479
25789TMEM59LP76T-EHumanEsophagusESCC1.35e-235.10e-010.1207
25789TMEM59LP79T-EHumanEsophagusESCC1.76e-122.55e-010.1154
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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
∗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
TMEM59LSNVMissense_Mutationc.812C>Ap.Ala271Aspp.A271DQ9UK28protein_codingdeleterious(0)probably_damaging(0.965)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TMEM59LSNVMissense_Mutationrs752463223c.943N>Ap.Asp315Asnp.D315NQ9UK28protein_codingtolerated(0.15)benign(0)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
TMEM59LSNVMissense_Mutationnovelc.890N>Ap.Leu297Hisp.L297HQ9UK28protein_codingdeleterious(0)probably_damaging(0.944)TCGA-BH-A8FZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TMEM59LSNVMissense_Mutationc.740N>Tp.Ser247Phep.S247FQ9UK28protein_codingdeleterious(0.04)possibly_damaging(0.461)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
TMEM59LSNVMissense_Mutationc.415N>Tp.Val139Phep.V139FQ9UK28protein_codingdeleterious(0.04)possibly_damaging(0.652)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
TMEM59LdeletionFrame_Shift_Delnovelc.815delNp.Cys272SerfsTer9p.C272Sfs*9Q9UK28protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
TMEM59LSNVMissense_Mutationrs756648449c.661G>Ap.Val221Metp.V221MQ9UK28protein_codingtolerated(0.38)benign(0.039)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TMEM59LSNVMissense_Mutationrs559064692c.245G>Ap.Arg82Hisp.R82HQ9UK28protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
TMEM59LSNVMissense_Mutationc.719N>Ap.Ser240Asnp.S240NQ9UK28protein_codingtolerated(0.47)possibly_damaging(0.557)TCGA-G4-6320-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
TMEM59LSNVMissense_Mutationnovelc.967N>Cp.Ser323Prop.S323PQ9UK28protein_codingtolerated(0.22)benign(0)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<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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