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: CHMP2A

Gene summary for CHMP2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHMP2A

Gene ID

27243

Gene namecharged multivesicular body protein 2A
Gene AliasBC-2
Cytomap19q13.43
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

A0A024R4S0


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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
27243CHMP2AGSM4909286HumanBreastIDC5.62e-07-3.08e-010.1081
27243CHMP2AGSM4909287HumanBreastIDC3.30e-03-3.23e-010.2057
27243CHMP2AGSM4909294HumanBreastIDC3.04e-669.18e-010.2022
27243CHMP2AGSM4909296HumanBreastIDC1.35e-06-3.47e-020.1524
27243CHMP2AGSM4909297HumanBreastIDC1.66e-15-1.42e-010.1517
27243CHMP2AGSM4909301HumanBreastIDC2.51e-053.11e-010.1577
27243CHMP2AGSM4909302HumanBreastIDC4.26e-082.82e-010.1545
27243CHMP2AGSM4909307HumanBreastIDC2.41e-104.08e-010.1569
27243CHMP2AGSM4909308HumanBreastIDC6.32e-185.22e-010.158
27243CHMP2AGSM4909311HumanBreastIDC1.01e-32-2.68e-010.1534
27243CHMP2AGSM4909312HumanBreastIDC5.17e-10-1.41e-010.1552
27243CHMP2AGSM4909313HumanBreastIDC1.08e-042.92e-020.0391
27243CHMP2AGSM4909317HumanBreastIDC1.57e-043.32e-010.1355
27243CHMP2AGSM4909318HumanBreastIDC2.16e-105.22e-010.2031
27243CHMP2AGSM4909319HumanBreastIDC1.04e-48-1.18e-010.1563
27243CHMP2AGSM4909320HumanBreastIDC4.07e-081.06e-010.1575
27243CHMP2AGSM4909321HumanBreastIDC2.64e-181.15e-010.1559
27243CHMP2Abrca1HumanBreastPrecancer5.44e-134.28e-01-0.0338
27243CHMP2Abrca2HumanBreastPrecancer2.52e-114.24e-01-0.024
27243CHMP2Abrca3HumanBreastPrecancer4.00e-123.51e-01-0.0263
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:003589116ThyroidPTCexit from host cell21/596834/187233.18e-042.20e-0321
GO:009022415ThyroidPTCregulation of spindle organization23/596839/187234.34e-042.90e-0323
GO:00310235ThyroidPTCmicrotubule organizing center organization65/5968143/187234.48e-042.96e-0365
GO:006023616ThyroidPTCregulation of mitotic spindle organization21/596835/187235.56e-043.55e-0321
GO:00070984ThyroidPTCcentrosome cycle59/5968130/187238.39e-045.16e-0359
GO:190218814ThyroidPTCpositive regulation of viral release from host cell9/596811/187239.49e-045.70e-039
GO:00482855ThyroidPTCorganelle fission188/5968488/187239.64e-045.77e-03188
GO:00070805ThyroidPTCmitotic metaphase plate congression27/596850/187239.69e-045.79e-0327
GO:009030717ThyroidPTCmitotic spindle assembly33/596865/187231.17e-036.81e-0333
GO:00988135ThyroidPTCnuclear chromosome segregation114/5968281/187231.21e-036.94e-03114
GO:0051298ThyroidPTCcentrosome duplication36/596873/187231.41e-037.89e-0336
GO:00500005ThyroidPTCchromosome localization39/596882/187232.14e-031.14e-0239
GO:00108244ThyroidPTCregulation of centrosome duplication24/596845/187232.28e-031.20e-0224
GO:00513035ThyroidPTCestablishment of chromosome localization38/596880/187232.49e-031.29e-0238
GO:190167318ThyroidPTCregulation of mitotic spindle assembly12/596818/187232.55e-031.31e-0212
GO:00513105ThyroidPTCmetaphase plate congression32/596865/187232.62e-031.34e-0232
GO:00314685ThyroidPTCnuclear envelope reassembly10/596814/187232.77e-031.38e-0210
GO:00002804ThyroidPTCnuclear division167/5968439/187233.27e-031.60e-02167
GO:00466055ThyroidPTCregulation of centrosome cycle25/596849/187234.09e-031.95e-0225
GO:0043903113ThyroidPTCregulation of biological process involved in symbiotic interaction33/596872/187239.04e-033.75e-0233
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414416BreastDCISEndocytosis37/846251/84659.92e-034.40e-023.24e-0237
hsa0414417BreastDCISEndocytosis37/846251/84659.92e-034.40e-023.24e-0237
hsa0414418CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa0414419CervixCCEndocytosis64/1267251/84656.97e-066.10e-053.61e-0564
hsa04144ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041441ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa041442ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa04217ColorectumSERNecroptosis47/1580159/84655.21e-044.44e-033.22e-0347
hsa041443ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa042171ColorectumSERNecroptosis47/1580159/84655.21e-044.44e-033.22e-0347
hsa041444ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa041445ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa0414420EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa04144110EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa0414424EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
hsa0414434EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
hsa0414429EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144113EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
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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
CHMP2ASNVMissense_Mutationnovelc.423N>Cp.Glu141Aspp.E141DO43633protein_codingtolerated(0.06)possibly_damaging(0.717)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CHMP2ASNVMissense_Mutationnovelc.445G>Ap.Asp149Asnp.D149NO43633protein_codingtolerated(0.09)possibly_damaging(0.817)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
CHMP2ASNVMissense_Mutationnovelc.289N>Gp.Asn97Aspp.N97DO43633protein_codingtolerated(0.41)benign(0.021)TCGA-AA-3814-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CHMP2ASNVMissense_Mutationrs376979258c.220C>Tp.Arg74Cysp.R74CO43633protein_codingdeleterious(0.01)possibly_damaging(0.806)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CHMP2ASNVMissense_Mutationrs144804005c.539N>Tp.Ser180Leup.S180LO43633protein_codingtolerated(0.32)benign(0.022)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CHMP2ASNVMissense_Mutationnovelc.152N>Tp.Ala51Valp.A51VO43633protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CHMP2ASNVMissense_Mutationc.605C>Tp.Ala202Valp.A202VO43633protein_codingtolerated(0.07)benign(0.017)TCGA-A5-A0VP-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHMP2ASNVMissense_Mutationnovelc.308N>Cp.Met103Thrp.M103TO43633protein_codingdeleterious(0)possibly_damaging(0.838)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHMP2ASNVMissense_Mutationnovelc.497A>Cp.Gln166Prop.Q166PO43633protein_codingdeleterious(0)probably_damaging(0.936)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHMP2ASNVMissense_Mutationnovelc.178N>Tp.Arg60Cysp.R60CO43633protein_codingdeleterious(0)probably_damaging(0.932)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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