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: CHMP1A

Gene summary for CHMP1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CHMP1A

Gene ID

5119

Gene namecharged multivesicular body protein 1A
Gene AliasCHMP1
Cytomap16q24.3
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q9HD42


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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
5119CHMP1AHTA11_2487_2000001011HumanColorectumSER1.88e-094.32e-01-0.1808
5119CHMP1AHTA11_1938_2000001011HumanColorectumAD1.17e-042.92e-01-0.0811
5119CHMP1AHTA11_347_2000001011HumanColorectumAD2.08e-041.90e-01-0.1954
5119CHMP1AHTA11_411_2000001011HumanColorectumSER1.24e-046.71e-01-0.2602
5119CHMP1AHTA11_2112_2000001011HumanColorectumSER6.66e-055.53e-01-0.2196
5119CHMP1AHTA11_3361_2000001011HumanColorectumAD6.10e-084.08e-01-0.1207
5119CHMP1AHTA11_696_2000001011HumanColorectumAD6.47e-082.72e-01-0.1464
5119CHMP1AHTA11_1391_2000001011HumanColorectumAD1.85e-072.80e-01-0.059
5119CHMP1AHTA11_2992_2000001011HumanColorectumSER4.15e-022.49e-01-0.1706
5119CHMP1AHTA11_5212_2000001011HumanColorectumAD3.53e-022.33e-01-0.2061
5119CHMP1AHTA11_5216_2000001011HumanColorectumSER4.54e-033.11e-01-0.1462
5119CHMP1AHTA11_866_3004761011HumanColorectumAD9.96e-061.47e-010.096
5119CHMP1AHTA11_10623_2000001011HumanColorectumAD6.89e-043.56e-01-0.0177
5119CHMP1AHTA11_7696_3000711011HumanColorectumAD4.60e-072.44e-010.0674
5119CHMP1AHTA11_99999970781_79442HumanColorectumMSS3.52e-031.21e-010.294
5119CHMP1AHTA11_99999965104_69814HumanColorectumMSS1.89e-021.80e-010.281
5119CHMP1AHTA11_99999971662_82457HumanColorectumMSS1.13e-103.63e-010.3859
5119CHMP1ALZE2THumanEsophagusESCC6.62e-045.96e-010.082
5119CHMP1ALZE4THumanEsophagusESCC3.78e-103.41e-010.0811
5119CHMP1ALZE7THumanEsophagusESCC2.00e-043.47e-010.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:0010824ColorectumSERregulation of centrosome duplication15/289745/187232.29e-032.19e-0215
GO:0045324ColorectumSERlate endosome to vacuole transport10/289725/187232.70e-032.44e-0210
GO:00901691ColorectumSERregulation of spindle assembly10/289725/187232.70e-032.44e-0210
GO:0090224ColorectumSERregulation of spindle organization13/289739/187234.39e-033.51e-0213
GO:00602361ColorectumSERregulation of mitotic spindle organization12/289735/187234.72e-033.71e-0212
GO:00160322ColorectumMSSviral process157/3467415/187237.94e-216.19e-18157
GO:00190582ColorectumMSSviral life cycle111/3467317/187231.65e-122.95e-10111
GO:00161972ColorectumMSSendosomal transport79/3467230/187237.04e-094.39e-0779
GO:00224112ColorectumMSScellular component disassembly130/3467443/187231.44e-088.46e-07130
GO:00516562ColorectumMSSestablishment of organelle localization115/3467390/187237.30e-083.67e-06115
GO:00160502ColorectumMSSvesicle organization93/3467300/187231.04e-074.97e-0693
GO:00329842ColorectumMSSprotein-containing complex disassembly69/3467224/187235.61e-061.50e-0469
GO:00070342ColorectumMSSvacuolar transport52/3467157/187238.25e-062.07e-0452
GO:00362572ColorectumMSSmultivesicular body organization15/346731/187231.48e-042.18e-0315
GO:00362582ColorectumMSSmultivesicular body assembly14/346730/187233.95e-044.91e-0314
GO:00070511ColorectumMSSspindle organization53/3467184/187234.23e-045.19e-0353
GO:00719852ColorectumMSSmultivesicular body sorting pathway16/346737/187234.51e-045.38e-0316
GO:19028501ColorectumMSSmicrotubule cytoskeleton organization involved in mitosis44/3467147/187235.17e-045.98e-0344
GO:00070322ColorectumMSSendosome organization28/346782/187235.44e-046.07e-0328
GO:00009102ColorectumMSScytokinesis49/3467173/187231.02e-031.02e-0249
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414412LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
hsa0414413LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0421714Oral cavityLPNecroptosis59/2418159/84651.15e-023.91e-022.52e-0259
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0421715Oral cavityLPNecroptosis59/2418159/84651.15e-023.91e-022.52e-0259
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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
CHMP1ASNVMissense_Mutationc.133N>Ap.Ala45Thrp.A45TQ9HD42protein_codingdeleterious(0)benign(0.229)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CHMP1ASNVMissense_Mutationc.224N>Cp.Lys75Thrp.K75TQ9HD42protein_codingdeleterious(0)possibly_damaging(0.516)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
CHMP1ASNVMissense_Mutationrs767659184c.197C>Tp.Ala66Valp.A66VQ9HD42protein_codingdeleterious(0)possibly_damaging(0.581)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CHMP1ASNVMissense_Mutationc.211N>Ap.Ala71Thrp.A71TQ9HD42protein_codingdeleterious(0)benign(0.164)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
CHMP1ASNVMissense_Mutationrs764268997c.565N>Tp.Arg189Trpp.R189WQ9HD42protein_codingdeleterious(0)probably_damaging(0.936)TCGA-DM-A0X9-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CHMP1ASNVMissense_Mutationnovelc.425N>Tp.Pro142Leup.P142LQ9HD42protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A2K3-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinSD
CHMP1ASNVMissense_Mutationrs771909969c.514N>Ap.Ala172Thrp.A172TQ9HD42protein_codingtolerated(0.67)benign(0.009)TCGA-AP-A0LS-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHMP1ASNVMissense_Mutationrs771909969c.514G>Ap.Ala172Thrp.A172TQ9HD42protein_codingtolerated(0.67)benign(0.009)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CHMP1ASNVMissense_Mutationnovelc.236N>Ap.Ala79Aspp.A79DQ9HD42protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CHMP1ASNVMissense_Mutationnovelc.35N>Tp.Ala12Valp.A12VQ9HD42protein_codingtolerated(0.09)benign(0.005)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid 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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