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: AQP3

Gene summary for AQP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AQP3

Gene ID

360

Gene nameaquaporin 3 (Gill blood group)
Gene AliasAQP-3
Cytomap9p13.3
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

Q92482


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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
360AQP3CA_HPV_1HumanCervixCC2.14e-12-4.44e-010.0264
360AQP3CA_HPV_2HumanCervixCC1.82e-024.20e-010.0391
360AQP3CA_HPV_3HumanCervixCC2.65e-136.28e-010.0414
360AQP3HSIL_HPV_1HumanCervixHSIL_HPV2.15e-03-4.17e-010.0116
360AQP3HSIL_HPV_2HumanCervixHSIL_HPV3.86e-04-3.46e-010.0208
360AQP3N_HPV_1HumanCervixN_HPV7.26e-04-2.98e-010.0079
360AQP3N_HPV_2HumanCervixN_HPV6.17e-124.88e-01-0.0131
360AQP3CCII_1HumanCervixCC2.18e-05-5.39e-010.3249
360AQP3TumorHumanCervixCC2.13e-461.00e+000.1241
360AQP3sample3HumanCervixCC1.28e-519.61e-010.1387
360AQP3H2HumanCervixHSIL_HPV1.81e-05-3.60e-010.0632
360AQP3L1HumanCervixCC3.09e-021.68e-010.0802
360AQP3T3HumanCervixCC9.28e-459.59e-010.1389
360AQP3LZE11DHumanEsophagusHGIN5.21e-03-1.42e+00-0.005
360AQP3LZE2DHumanEsophagusHGIN3.07e-264.32e-010.0642
360AQP3LZE2THumanEsophagusESCC2.62e-03-1.35e+000.082
360AQP3LZE3DHumanEsophagusHGIN2.26e-059.06e-010.0668
360AQP3LZE4THumanEsophagusESCC4.41e-18-9.42e-010.0811
360AQP3LZE5THumanEsophagusESCC2.47e-081.21e+000.0514
360AQP3LZE7THumanEsophagusESCC1.13e-12-1.07e+000.0667
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
∗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:007048232Oral cavityNEOLPresponse to oxygen levels69/2005347/187232.66e-078.54e-0669
GO:000166632Oral cavityNEOLPresponse to hypoxia63/2005307/187232.75e-078.78e-0663
GO:003629332Oral cavityNEOLPresponse to decreased oxygen levels65/2005322/187233.34e-071.04e-0565
GO:005087825Oral cavityNEOLPregulation of body fluid levels70/2005379/187233.62e-067.94e-0570
GO:003021631Oral cavityNEOLPkeratinocyte differentiation32/2005139/187232.16e-053.57e-0432
GO:003166831Oral cavityNEOLPcellular response to extracellular stimulus48/2005246/187232.80e-054.32e-0448
GO:001003833Oral cavityNEOLPresponse to metal ion66/2005373/187232.83e-054.34e-0466
GO:00308566Oral cavityNEOLPregulation of epithelial cell differentiation33/2005154/187237.47e-059.67e-0433
GO:003629423Oral cavityNEOLPcellular response to decreased oxygen levels34/2005161/187237.96e-051.01e-0334
GO:007149632Oral cavityNEOLPcellular response to external stimulus57/2005320/187238.00e-051.01e-0357
GO:003166932Oral cavityNEOLPcellular response to nutrient levels42/2005215/187238.37e-051.05e-0342
GO:007145323Oral cavityNEOLPcellular response to oxygen levels36/2005177/187231.13e-041.35e-0336
GO:000854431Oral cavityNEOLPepidermis development57/2005324/187231.13e-041.35e-0357
GO:007145623Oral cavityNEOLPcellular response to hypoxia32/2005151/187231.19e-041.41e-0332
GO:003166732Oral cavityNEOLPresponse to nutrient levels77/2005474/187231.27e-041.49e-0377
GO:004358831Oral cavityNEOLPskin development48/2005263/187231.56e-041.77e-0348
GO:000991331Oral cavityNEOLPepidermal cell differentiation38/2005202/187233.92e-043.64e-0338
GO:000758423Oral cavityNEOLPresponse to nutrient33/2005174/187237.89e-046.27e-0333
GO:004568214Oral cavityNEOLPregulation of epidermis development14/200565/187237.97e-033.95e-0214
GO:007149618ProstateBPHcellular response to external stimulus102/3107320/187238.99e-126.79e-10102
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049624LiverHCCVasopressin-regulated water reabsorption30/402044/84654.41e-031.32e-027.34e-0330
hsa0496211LiverHCCVasopressin-regulated water reabsorption30/402044/84654.41e-031.32e-027.34e-0330
hsa049625ProstateBPHVasopressin-regulated water reabsorption17/171844/84653.88e-031.39e-028.61e-0317
hsa0496212ProstateBPHVasopressin-regulated water reabsorption17/171844/84653.88e-031.39e-028.61e-0317
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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
AQP3SNVMissense_Mutationnovelc.632G>Ap.Gly211Aspp.G211DQ92482protein_codingdeleterious(0.01)benign(0.347)TCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
AQP3SNVMissense_Mutationc.404N>Gp.Leu135Argp.L135RQ92482protein_codingdeleterious(0)possibly_damaging(0.887)TCGA-A6-6649-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
AQP3SNVMissense_Mutationc.483N>Ap.Phe161Leup.F161LQ92482protein_codingdeleterious(0.05)probably_damaging(0.998)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
AQP3SNVMissense_Mutationrs756008789c.583G>Ap.Val195Metp.V195MQ92482protein_codingdeleterious(0.01)probably_damaging(0.969)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
AQP3SNVMissense_Mutationrs760141667c.556G>Ap.Val186Ilep.V186IQ92482protein_codingtolerated(0.47)benign(0.01)TCGA-CK-6747-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AQP3SNVMissense_Mutationrs762587298c.767N>Tp.Ala256Valp.A256VQ92482protein_codingtolerated(0.78)benign(0.003)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
AQP3SNVMissense_Mutationnovelc.418N>Ap.Pro140Thrp.P140TQ92482protein_codingdeleterious(0.04)benign(0.044)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
AQP3SNVMissense_Mutationc.754N>Ap.Leu252Metp.L252MQ92482protein_codingdeleterious(0.05)probably_damaging(0.967)TCGA-D1-A17D-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
AQP3SNVMissense_Mutationnovelc.290N>Tp.Pro97Leup.P97LQ92482protein_codingdeleterious(0.01)possibly_damaging(0.87)TCGA-EC-A24G-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapydoxorubicinSD
AQP3SNVMissense_Mutationrs749786864c.413C>Tp.Ser138Leup.S138LQ92482protein_codingdeleterious(0.04)benign(0.011)TCGA-EO-A22R-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
360AQP3ION CHANNEL, TRANSPORTERinhibitor381118898AUPHEN
360AQP3ION CHANNEL, TRANSPORTERinhibitor178101032
360AQP3ION CHANNEL, TRANSPORTERinhibitor381118899
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