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: REV1

Gene summary for REV1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REV1

Gene ID

51455

Gene nameREV1 DNA directed polymerase
Gene AliasAIBP80
Cytomap2q11.2
Gene Typeprotein-coding
GO ID

GO:0000731

UniProtAcc

Q9UBZ9


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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
51455REV1C09HumanOral cavityOSCC1.18e-021.26e-010.1431
51455REV1LN46HumanOral cavityOSCC1.76e-022.41e-010.1666
51455REV1LP15HumanOral cavityLP7.15e-058.59e-010.2174
51455REV1SYSMH1HumanOral cavityOSCC4.19e-051.94e-010.1127
51455REV1SYSMH2HumanOral cavityOSCC6.55e-083.72e-010.2326
51455REV1SYSMH3HumanOral cavityOSCC4.98e-185.56e-010.2442
51455REV1SYSMH5HumanOral cavityOSCC3.56e-021.07e-010.0647
51455REV1SYSMH6HumanOral cavityOSCC4.85e-031.66e-010.1275
51455REV1HTA12-15-2HumanPancreasPDAC4.45e-063.05e-010.2315
51455REV1HTA12-23-1HumanPancreasPDAC5.20e-086.87e-010.3405
51455REV1HTA12-25-1HumanPancreasPDAC2.04e-116.49e-010.313
51455REV1HTA12-26-1HumanPancreasPDAC5.25e-227.58e-010.3728
51455REV1HTA12-29-1HumanPancreasPDAC3.87e-387.41e-010.3722
51455REV1HTA12-30-1HumanPancreasPDAC1.14e-028.89e-010.3671
51455REV1P1_S1_AKHumanSkinAK7.34e-032.11e-01-0.3399
51455REV1P4_S8_cSCCHumanSkincSCC2.77e-051.63e-01-0.3095
51455REV1P5_S10_cSCCHumanSkincSCC9.96e-071.24e-01-0.299
51455REV1P1_cSCCHumanSkincSCC2.13e-175.88e-010.0292
51455REV1P2_cSCCHumanSkincSCC1.61e-032.49e-01-0.024
51455REV1P4_cSCCHumanSkincSCC2.94e-083.69e-01-0.00290000000000005
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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
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
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:0071897ColorectumADDNA biosynthetic process55/3918180/187231.46e-031.24e-0255
GO:00718971ColorectumSERDNA biosynthetic process43/2897180/187231.99e-031.98e-0243
GO:00718972ColorectumMSSDNA biosynthetic process50/3467180/187231.45e-031.35e-0250
GO:000941113EsophagusESCCresponse to UV115/8552149/187233.29e-151.93e-13115
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:00063012EsophagusESCCpostreplication repair26/855231/187231.32e-051.21e-0426
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:0019985EsophagusESCCtranslesion synthesis17/855221/187231.03e-035.19e-0317
GO:00093147LungIACresponse to radiation77/2061456/187238.59e-051.74e-0377
GO:000931411LungAISresponse to radiation71/1849456/187237.33e-051.91e-0371
GO:00094162LungAISresponse to light stimulus47/1849320/187233.72e-033.48e-0247
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00094114Oral cavityOSCCresponse to UV99/7305149/187231.01e-113.70e-1099
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:00718979Oral cavityOSCCDNA biosynthetic process106/7305180/187234.86e-088.95e-07106
GO:00094164Oral cavityOSCCresponse to light stimulus159/7305320/187235.98e-054.92e-04159
GO:00063011Oral cavityOSCCpostreplication repair20/730531/187233.57e-031.49e-0220
GO:000941112Oral cavityLPresponse to UV63/4623149/187231.74e-064.05e-0563
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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
REV1SNVMissense_Mutationc.3368N>Ap.Pro1123Hisp.P1123HQ9UBZ9protein_codingtolerated(0.14)benign(0.315)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REV1SNVMissense_Mutationc.3382N>Gp.Leu1128Valp.L1128VQ9UBZ9protein_codingtolerated(0.32)benign(0.039)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
REV1SNVMissense_Mutationc.2005N>Ap.Gly669Argp.G669RQ9UBZ9protein_codingdeleterious(0)possibly_damaging(0.844)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
REV1SNVMissense_Mutationc.731C>Tp.Pro244Leup.P244LQ9UBZ9protein_codingtolerated(0.06)benign(0.343)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REV1SNVMissense_Mutationnovelc.451G>Ap.Glu151Lysp.E151KQ9UBZ9protein_codingtolerated(0.12)benign(0.063)TCGA-LL-A73Y-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
REV1insertionIn_Frame_Insnovelc.630_631insCTGTGGTGGGCTCCACCCAGTTCGAGTTTCCGGGCTGTTTTGATTp.Arg210_Lys211insLeuTrpTrpAlaProProSerSerSerPheArgAlaValLeuIlep.R210_K211insLWWAPPSSSFRAVLIQ9UBZ9protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
REV1insertionNonsense_Mutationnovelc.517_518insTGTGATGCAGTCTTGAATGAGAATp.Lys173delinsMetTerCysSerLeuGluTerGluTerp.K173delinsM*CSLE*E*Q9UBZ9protein_codingTCGA-BH-A0BA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
REV1insertionNonsense_Mutationnovelc.3049_3050insTTTTGCTTCCCTGAGGTATTTGCAAATp.Asp1017delinsValLeuLeuProTerGlyIleCysLysTyrp.D1017delinsVLLP*GICKYQ9UBZ9protein_codingTCGA-BH-A0WA-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REV1deletionFrame_Shift_Delnovelc.3128delGp.Gly1043AlafsTer22p.G1043Afs*22Q9UBZ9protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
REV1deletionFrame_Shift_Delc.3235delNp.Thr1079ProfsTer12p.T1079Pfs*12Q9UBZ9protein_codingTCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
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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
51455REV1NAcisplatinCISPLATIN
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