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: AVPI1

Gene summary for AVPI1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AVPI1

Gene ID

60370

Gene namearginine vasopressin induced 1
Gene AliasPP5395
Cytomap10q24.2
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

Q5T686


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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
60370AVPI1sample1HumanCervixCC5.04e-095.85e-010.0959
60370AVPI1T1HumanCervixCC3.95e-135.01e-010.0918
60370AVPI1T2HumanCervixCC9.16e-033.78e-010.0709
60370AVPI1LZE4THumanEsophagusESCC1.75e-022.41e-010.0811
60370AVPI1LZE8THumanEsophagusESCC3.16e-072.59e-010.067
60370AVPI1LZE24THumanEsophagusESCC1.23e-055.98e-010.0596
60370AVPI1LZE6THumanEsophagusESCC2.30e-072.76e-010.0845
60370AVPI1P1T-EHumanEsophagusESCC6.31e-043.34e-010.0875
60370AVPI1P2T-EHumanEsophagusESCC5.04e-212.17e-010.1177
60370AVPI1P4T-EHumanEsophagusESCC7.21e-208.39e-010.1323
60370AVPI1P5T-EHumanEsophagusESCC1.14e-228.72e-010.1327
60370AVPI1P8T-EHumanEsophagusESCC3.45e-062.20e-010.0889
60370AVPI1P9T-EHumanEsophagusESCC3.08e-094.27e-020.1131
60370AVPI1P10T-EHumanEsophagusESCC2.85e-08-1.65e-010.116
60370AVPI1P11T-EHumanEsophagusESCC8.85e-089.27e-010.1426
60370AVPI1P12T-EHumanEsophagusESCC1.64e-269.76e-010.1122
60370AVPI1P15T-EHumanEsophagusESCC3.99e-145.57e-010.1149
60370AVPI1P16T-EHumanEsophagusESCC3.37e-101.37e-010.1153
60370AVPI1P17T-EHumanEsophagusESCC1.18e-053.07e-010.1278
60370AVPI1P20T-EHumanEsophagusESCC1.79e-135.24e-010.1124
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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
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
∗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:00434104CervixCCpositive regulation of MAPK cascade90/2311480/187232.92e-054.83e-0490
GO:00434107Oral cavityOSCCpositive regulation of MAPK cascade213/7305480/187238.71e-033.16e-02213
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
AVPI1SNVMissense_Mutationrs150249445c.103G>Ap.Glu35Lysp.E35KQ5T686protein_codingtolerated(0.2)benign(0.242)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
AVPI1SNVMissense_Mutationc.437N>Cp.Arg146Thrp.R146TQ5T686protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
AVPI1SNVMissense_Mutationnovelc.328G>Ap.Ala110Thrp.A110TQ5T686protein_codingtolerated(0.35)benign(0.006)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
AVPI1SNVMissense_Mutationc.38N>Tp.Pro13Leup.P13LQ5T686protein_codingtolerated(0.27)benign(0.003)TCGA-Q1-A73Q-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
AVPI1SNVMissense_Mutationrs770933514c.133N>Tp.Arg45Cysp.R45CQ5T686protein_codingdeleterious(0.04)probably_damaging(0.966)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
AVPI1SNVMissense_Mutationrs554930916c.161N>Ap.Arg54Glnp.R54QQ5T686protein_codingdeleterious(0.02)possibly_damaging(0.889)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
AVPI1SNVMissense_Mutationrs544820695c.100N>Ap.Ala34Thrp.A34TQ5T686protein_codingtolerated(0.12)benign(0.011)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
AVPI1SNVMissense_Mutationc.329N>Tp.Ala110Valp.A110VQ5T686protein_codingtolerated(0.1)benign(0.109)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
AVPI1insertionFrame_Shift_Insnovelc.38_39insCp.Trp14LeufsTer6p.W14Lfs*6Q5T686protein_codingTCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
AVPI1SNVMissense_Mutationnovelc.184G>Ap.Ala62Thrp.A62TQ5T686protein_codingdeleterious(0.01)probably_damaging(0.971)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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