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: ARV1

Gene summary for ARV1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ARV1

Gene ID

64801

Gene nameARV1 homolog, fatty acid homeostasis modulator
Gene AliasDEE38
Cytomap1q42.2
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

Q9H2C2


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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
64801ARV1LZE4THumanEsophagusESCC3.82e-072.23e-010.0811
64801ARV1LZE20THumanEsophagusESCC1.42e-049.98e-020.0662
64801ARV1LZE24THumanEsophagusESCC2.22e-153.69e-010.0596
64801ARV1P2T-EHumanEsophagusESCC5.61e-182.08e-010.1177
64801ARV1P4T-EHumanEsophagusESCC1.08e-062.99e-010.1323
64801ARV1P5T-EHumanEsophagusESCC2.54e-101.98e-010.1327
64801ARV1P8T-EHumanEsophagusESCC6.18e-121.94e-010.0889
64801ARV1P9T-EHumanEsophagusESCC5.29e-103.03e-010.1131
64801ARV1P10T-EHumanEsophagusESCC1.75e-316.89e-010.116
64801ARV1P11T-EHumanEsophagusESCC1.67e-042.19e-010.1426
64801ARV1P12T-EHumanEsophagusESCC1.57e-172.58e-010.1122
64801ARV1P15T-EHumanEsophagusESCC8.72e-153.73e-010.1149
64801ARV1P16T-EHumanEsophagusESCC3.79e-162.77e-010.1153
64801ARV1P17T-EHumanEsophagusESCC3.07e-071.94e-010.1278
64801ARV1P19T-EHumanEsophagusESCC1.19e-063.30e-010.1662
64801ARV1P20T-EHumanEsophagusESCC4.09e-183.77e-010.1124
64801ARV1P21T-EHumanEsophagusESCC9.04e-224.45e-010.1617
64801ARV1P22T-EHumanEsophagusESCC2.46e-184.16e-010.1236
64801ARV1P23T-EHumanEsophagusESCC4.06e-236.68e-010.108
64801ARV1P24T-EHumanEsophagusESCC1.42e-111.88e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00161263EsophagusESCCsterol biosynthetic process46/855264/187231.91e-051.67e-0446
GO:00066652EsophagusESCCsphingolipid metabolic process96/8552155/187233.21e-052.66e-0496
GO:00066953EsophagusESCCcholesterol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026533EsophagusESCCsecondary alcohol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
GO:00066946EsophagusESCCsteroid biosynthetic process98/8552173/187232.34e-031.03e-0298
GO:00082034EsophagusESCCcholesterol metabolic process79/8552137/187233.11e-031.29e-0279
GO:00161254EsophagusESCCsterol metabolic process86/8552152/187234.37e-031.73e-0286
GO:19016174EsophagusESCCorganic hydroxy compound biosynthetic process128/8552237/187235.86e-032.16e-02128
GO:00323661EsophagusESCCintracellular sterol transport20/855229/187239.66e-033.34e-0220
GO:00323671EsophagusESCCintracellular cholesterol transport20/855229/187239.66e-033.34e-0220
GO:00192168EsophagusESCCregulation of lipid metabolic process172/8552331/187231.20e-024.02e-02172
GO:003238615Oral cavityOSCCregulation of intracellular transport218/7305337/187236.91e-221.41e-19218
GO:00066432Oral cavityOSCCmembrane lipid metabolic process111/7305203/187234.02e-064.69e-05111
GO:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
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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
ARV1SNVMissense_Mutationnovelc.127N>Cp.Glu43Glnp.E43QQ9H2C2protein_codingtolerated(0.08)probably_damaging(0.999)TCGA-Z7-A8R6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ARV1SNVMissense_Mutationc.58G>Ap.Ala20Thrp.A20TQ9H2C2protein_codingtolerated_low_confidence(0.55)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARV1SNVMissense_Mutationnovelc.253N>Tp.Ala85Serp.A85SQ9H2C2protein_codingtolerated(0.1)benign(0.341)TCGA-FU-A3EO-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARV1SNVMissense_Mutationc.504G>Tp.Met168Ilep.M168IQ9H2C2protein_codingtolerated(0.45)benign(0.001)TCGA-IR-A3LL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ARV1SNVMissense_Mutationnovelc.127N>Cp.Glu43Glnp.E43QQ9H2C2protein_codingtolerated(0.08)probably_damaging(0.999)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ARV1SNVMissense_Mutationrs368169867c.692N>Ap.Arg231Hisp.R231HQ9H2C2protein_codingtolerated(0.11)probably_damaging(0.959)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ARV1SNVMissense_Mutationc.361G>Tp.Asp121Tyrp.D121YQ9H2C2protein_codingdeleterious(0.01)probably_damaging(0.979)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ARV1SNVMissense_Mutationc.701C>Tp.Ser234Phep.S234FQ9H2C2protein_codingdeleterious(0.05)benign(0.332)TCGA-AA-A02J-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
ARV1SNVMissense_Mutationnovelc.803C>Tp.Ser268Phep.S268FQ9H2C2protein_codingtolerated_low_confidence(0.06)benign(0)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ARV1SNVMissense_Mutationnovelc.317N>Gp.Phe106Cysp.F106CQ9H2C2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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