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: TMEM230

Gene summary for TMEM230

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TMEM230

Gene ID

29058

Gene nametransmembrane protein 230
Gene AliasC20orf30
Cytomap20p13-p12.3
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q96A57


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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
29058TMEM230AEH-subject1HumanEndometriumAEH4.46e-27-5.83e-01-0.3059
29058TMEM230AEH-subject2HumanEndometriumAEH5.55e-17-4.10e-01-0.2525
29058TMEM230AEH-subject3HumanEndometriumAEH3.70e-20-4.21e-01-0.2576
29058TMEM230AEH-subject4HumanEndometriumAEH1.51e-19-5.49e-01-0.2657
29058TMEM230AEH-subject5HumanEndometriumAEH1.70e-19-5.51e-01-0.2953
29058TMEM230EEC-subject1HumanEndometriumEEC4.02e-24-5.42e-01-0.2682
29058TMEM230EEC-subject2HumanEndometriumEEC1.04e-36-6.48e-01-0.2607
29058TMEM230EEC-subject3HumanEndometriumEEC4.85e-48-6.12e-01-0.2525
29058TMEM230EEC-subject4HumanEndometriumEEC4.19e-11-4.21e-01-0.2571
29058TMEM230EEC-subject5HumanEndometriumEEC3.83e-14-4.24e-01-0.249
29058TMEM230GSM5276934HumanEndometriumEEC2.59e-12-4.51e-01-0.0913
29058TMEM230GSM5276937HumanEndometriumEEC6.76e-10-4.19e-01-0.0897
29058TMEM230GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.08e-37-5.29e-01-0.1869
29058TMEM230GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC5.11e-36-5.91e-01-0.1875
29058TMEM230GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC4.33e-41-5.34e-01-0.1883
29058TMEM230GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.42e-50-5.76e-01-0.1934
29058TMEM230GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC5.44e-60-5.25e-01-0.1917
29058TMEM230GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC7.37e-50-5.80e-01-0.1916
29058TMEM230GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC4.89e-09-2.47e-01-0.1269
29058TMEM230LZE4THumanEsophagusESCC1.63e-261.12e+000.0811
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:00516568EndometriumAEHestablishment of organelle localization77/2100390/187234.89e-071.94e-0577
GO:00516507EndometriumAEHestablishment of vesicle localization32/2100161/187238.99e-048.24e-0332
GO:00516487EndometriumAEHvesicle localization32/2100177/187234.33e-032.86e-0232
GO:00484891EndometriumAEHsynaptic vesicle transport11/210042/187235.45e-033.37e-0211
GO:005165613EndometriumEECestablishment of organelle localization75/2168390/187236.23e-061.49e-0475
GO:005165013EndometriumEECestablishment of vesicle localization31/2168161/187232.99e-032.10e-0231
GO:005165617EsophagusESCCestablishment of organelle localization273/8552390/187239.13e-231.81e-20273
GO:005165016EsophagusESCCestablishment of vesicle localization114/8552161/187238.20e-112.53e-09114
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:00484892EsophagusESCCsynaptic vesicle transport28/855242/187234.90e-031.89e-0228
GO:005165611LiverCirrhoticestablishment of organelle localization128/4634390/187231.78e-041.67e-03128
GO:005165011LiverCirrhoticestablishment of vesicle localization58/4634161/187238.98e-046.44e-0358
GO:005164811LiverCirrhoticvesicle localization62/4634177/187231.37e-039.18e-0362
GO:005165621LiverHCCestablishment of organelle localization226/7958390/187234.15e-101.34e-08226
GO:005165021LiverHCCestablishment of vesicle localization103/7958161/187232.94e-086.69e-07103
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:0048489LiverHCCsynaptic vesicle transport27/795842/187233.60e-031.60e-0227
GO:005165610Oral cavityOSCCestablishment of organelle localization239/7305390/187232.46e-193.31e-17239
GO:00516509Oral cavityOSCCestablishment of vesicle localization101/7305161/187238.79e-102.17e-08101
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
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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
TMEM230SNVMissense_Mutationrs779508042c.197N>Tp.Pro66Leup.P66LQ96A57protein_codingtolerated(0.06)benign(0.086)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM230SNVMissense_Mutationnovelc.418G>Ap.Asp140Asnp.D140NQ96A57protein_codingtolerated(0.11)benign(0.038)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TMEM230SNVMissense_Mutationrs145815993c.184N>Tp.Arg62Cysp.R62CQ96A57protein_codingdeleterious(0)benign(0)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
TMEM230SNVMissense_Mutationnovelc.245N>Gp.Tyr82Cysp.Y82CQ96A57protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TMEM230SNVMissense_Mutationc.304N>Tp.Pro102Serp.P102SQ96A57protein_codingtolerated(0.17)benign(0.142)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM230SNVMissense_Mutationrs780164928c.358G>Ap.Ala120Thrp.A120TQ96A57protein_codingtolerated(1)benign(0.015)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
TMEM230SNVMissense_Mutationrs780164928c.358N>Ap.Ala120Thrp.A120TQ96A57protein_codingtolerated(1)benign(0.015)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
TMEM230SNVMissense_Mutationrs761361465c.268N>Ap.Asp90Asnp.D90NQ96A57protein_codingtolerated(0.24)probably_damaging(0.917)TCGA-EY-A1GD-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TMEM230SNVMissense_Mutationc.427N>Tp.Val143Phep.V143FQ96A57protein_codingtolerated(0.72)benign(0.027)TCGA-05-4432-01Lunglung adenocarcinomaMale>=65I/IIChemotherapycisplatinCR
TMEM230SNVMissense_Mutationnovelc.257C>Gp.Ser86Cysp.S86CQ96A57protein_codingdeleterious(0.01)possibly_damaging(0.871)TCGA-52-7810-01Lunglung squamous cell carcinomaFemale<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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