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:00325068ThyroidPTCcytokinetic process25/596839/187233.50e-053.30e-0425
GO:00397029ThyroidPTCviral budding via host ESCRT complex16/596821/187233.87e-053.56e-0416
GO:190241010ThyroidPTCmitotic cytokinetic process17/596823/187234.25e-053.87e-0417
GO:00328866ThyroidPTCregulation of microtubule-based process105/5968240/187236.91e-056.03e-04105
GO:00467558ThyroidPTCviral budding18/596826/187231.02e-048.25e-0418
GO:00616408ThyroidPTCcytoskeleton-dependent cytokinesis50/5968100/187231.20e-049.59e-0450
GO:00619527ThyroidPTCmidbody abscission13/596817/187232.05e-041.52e-0313
GO:005122514ThyroidPTCspindle assembly56/5968117/187232.17e-041.60e-0356
GO:009016916ThyroidPTCregulation of spindle assembly17/596825/187232.25e-041.64e-0317
GO:19048967ThyroidPTCESCRT complex disassembly9/596810/187232.41e-041.74e-039
GO:19049037ThyroidPTCESCRT III complex disassembly9/596810/187232.41e-041.74e-039
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: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
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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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