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: AQP1

Gene summary for AQP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AQP1

Gene ID

358

Gene nameaquaporin 1 (Colton blood group)
Gene AliasAQP-CHIP
Cytomap7p14.3
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

A0A024RA31


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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
358AQP1HTA11_2951_2000001011HumanColorectumAD4.37e-023.54e-010.0216
358AQP1HTA11_347_2000001011HumanColorectumAD1.00e-032.67e-01-0.1954
358AQP1HTA11_696_2000001011HumanColorectumAD1.26e-021.86e-01-0.1464
358AQP1HTA11_546_2000001011HumanColorectumAD2.89e-033.41e-01-0.0842
358AQP1HTA11_7862_2000001011HumanColorectumAD1.75e-044.22e-01-0.0179
358AQP1HTA11_7663_2000001011HumanColorectumSER7.50e-077.56e-010.0131
358AQP1HTA11_7469_2000001011HumanColorectumAD4.85e-025.42e-01-0.0124
358AQP1P12T-EHumanEsophagusESCC1.31e-058.01e-020.1122
358AQP1P56T-EHumanEsophagusESCC1.43e-031.72e+000.1613
358AQP1P62T-EHumanEsophagusESCC9.43e-031.80e-020.1302
358AQP1P76T-EHumanEsophagusESCC1.66e-105.78e-010.1207
358AQP1S41HumanLiverCirrhotic2.41e-04-5.27e-01-0.0343
358AQP1S43HumanLiverCirrhotic3.78e-355.67e-01-0.0187
358AQP1HCC1_MengHumanLiverHCC2.88e-23-7.13e-010.0246
358AQP1HCC2_MengHumanLiverHCC1.44e-21-5.97e-010.0107
358AQP1cirrhotic1HumanLiverCirrhotic1.63e-201.75e-010.0202
358AQP1cirrhotic2HumanLiverCirrhotic4.57e-305.21e-010.0201
358AQP1cirrhotic3HumanLiverCirrhotic1.41e-062.10e-010.0215
358AQP1p6HumanLiverCyst8.64e-05-7.13e-01-0.0218
358AQP1HCC1HumanLiverHCC8.90e-147.45e-010.5336
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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
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
∗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:0032535ColorectumADregulation of cellular component size142/3918383/187231.74e-133.41e-11142
GO:0006979ColorectumADresponse to oxidative stress145/3918446/187235.16e-093.23e-07145
GO:0062197ColorectumADcellular response to chemical stress109/3918337/187235.33e-071.95e-05109
GO:0007163ColorectumADestablishment or maintenance of cell polarity77/3918218/187235.72e-072.08e-0577
GO:0000302ColorectumADresponse to reactive oxygen species78/3918222/187236.17e-072.21e-0578
GO:0071383ColorectumADcellular response to steroid hormone stimulus73/3918204/187236.31e-072.24e-0573
GO:0034599ColorectumADcellular response to oxidative stress94/3918288/187232.03e-066.02e-0594
GO:0043281ColorectumADregulation of cysteine-type endopeptidase activity involved in apoptotic process72/3918209/187233.70e-061.03e-0472
GO:2000116ColorectumADregulation of cysteine-type endopeptidase activity79/3918235/187233.74e-061.03e-0479
GO:0052547ColorectumADregulation of peptidase activity137/3918461/187234.12e-061.12e-04137
GO:0048545ColorectumADresponse to steroid hormone104/3918339/187231.33e-052.90e-04104
GO:0045861ColorectumADnegative regulation of proteolysis106/3918351/187232.33e-054.57e-04106
GO:0042542ColorectumADresponse to hydrogen peroxide52/3918146/187232.83e-055.30e-0452
GO:0052548ColorectumADregulation of endopeptidase activity124/3918432/187236.58e-051.07e-03124
GO:0071496ColorectumADcellular response to external stimulus94/3918320/187231.98e-042.64e-0394
GO:0050878ColorectumADregulation of body fluid levels108/3918379/187232.54e-043.20e-03108
GO:0043154ColorectumADnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process30/391878/187232.95e-043.59e-0330
GO:0010038ColorectumADresponse to metal ion106/3918373/187233.22e-043.83e-03106
GO:0051047ColorectumADpositive regulation of secretion90/3918310/187234.11e-044.66e-0390
GO:0070482ColorectumADresponse to oxygen levels99/3918347/187234.29e-044.82e-0399
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04964ColorectumADProximal tubule bicarbonate reclamation11/209223/84651.35e-024.86e-023.10e-0211
hsa049641ColorectumADProximal tubule bicarbonate reclamation11/209223/84651.35e-024.86e-023.10e-0211
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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
AQP1SNVMissense_Mutationrs183830991c.278N>Ap.Arg93Hisp.R93HP29972protein_codingdeleterious(0)benign(0.372)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AQP1SNVMissense_Mutationnovelc.191N>Tp.Ala64Valp.A64VP29972protein_codingtolerated(1)probably_damaging(0.95)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
AQP1SNVMissense_Mutationc.659N>Tp.Gly220Valp.G220VP29972protein_codingdeleterious(0.03)probably_damaging(0.955)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
AQP1deletionFrame_Shift_Delc.508delCp.Ala171ProfsTer6p.A171Pfs*6P29972protein_codingTCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
AQP1SNVMissense_Mutationrs767949083c.368C>Tp.Ser123Leup.S123LP29972protein_codingtolerated(0.05)benign(0.005)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
AQP1SNVMissense_Mutationnovelc.724G>Ap.Val242Metp.V242MP29972protein_codingtolerated(0.23)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
AQP1SNVMissense_Mutationrs375226621c.701G>Ap.Arg234Hisp.R234HP29972protein_codingtolerated(0.21)benign(0.001)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AQP1SNVMissense_Mutationrs183830991c.278N>Ap.Arg93Hisp.R93HP29972protein_codingdeleterious(0)benign(0.372)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AQP1SNVMissense_Mutationrs748039521c.721N>Tp.Arg241Cysp.R241CP29972protein_codingdeleterious(0.01)probably_damaging(0.959)TCGA-AJ-A2QO-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AQP1SNVMissense_Mutationrs760251239c.98N>Cp.Leu33Prop.L33PP29972protein_codingdeleterious(0)probably_damaging(0.979)TCGA-AP-A1DK-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
358AQP1ION CHANNEL, DRUGGABLE GENOMEVitamin C
358AQP1ION CHANNEL, DRUGGABLE GENOMECARBONIC ANHYDRASE INHIBITOR14704128
358AQP1ION CHANNEL, DRUGGABLE GENOMEinhibitor178101032
358AQP1ION CHANNEL, DRUGGABLE GENOMEinhibitor178100948
358AQP1ION CHANNEL, DRUGGABLE GENOMEblocker405560380
358AQP1ION CHANNEL, DRUGGABLE GENOMEGLYBURIDEGLYBURIDE14759764
358AQP1ION CHANNEL, DRUGGABLE GENOMEDIMETHYL SULFOXIDE9374641
358AQP1ION CHANNEL, DRUGGABLE GENOMEinhibitor135650790
358AQP1ION CHANNEL, DRUGGABLE GENOMEGLUCOCORTICOID9374641
358AQP1ION CHANNEL, DRUGGABLE GENOMEACETAZOLAMIDEACETAZOLAMIDE12147198
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