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: REV3L

Gene summary for REV3L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REV3L

Gene ID

5980

Gene nameREV3 like, DNA directed polymerase zeta catalytic subunit
Gene AliasPOLZ
Cytomap6q21
Gene Typeprotein-coding
GO ID

GO:0000724

UniProtAcc

O60673


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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
5980REV3LCCI_2HumanCervixCC2.30e-069.43e-010.5249
5980REV3LHTA11_3410_2000001011HumanColorectumAD4.04e-18-5.78e-010.0155
5980REV3LHTA11_2487_2000001011HumanColorectumSER4.29e-06-5.47e-01-0.1808
5980REV3LHTA11_3361_2000001011HumanColorectumAD8.05e-11-7.16e-01-0.1207
5980REV3LHTA11_696_2000001011HumanColorectumAD1.64e-11-4.19e-01-0.1464
5980REV3LHTA11_866_2000001011HumanColorectumAD5.30e-04-3.43e-01-0.1001
5980REV3LHTA11_2992_2000001011HumanColorectumSER1.53e-03-5.60e-01-0.1706
5980REV3LHTA11_5212_2000001011HumanColorectumAD3.18e-03-5.88e-01-0.2061
5980REV3LHTA11_866_3004761011HumanColorectumAD1.80e-07-4.77e-010.096
5980REV3LHTA11_9408_2000001011HumanColorectumAD4.65e-05-4.53e-010.0451
5980REV3LHTA11_10711_2000001011HumanColorectumAD1.53e-04-4.78e-010.0338
5980REV3LHTA11_7696_3000711011HumanColorectumAD1.02e-07-4.57e-010.0674
5980REV3LHTA11_99999970781_79442HumanColorectumMSS8.00e-05-3.37e-010.294
5980REV3LHTA11_99999965062_69753HumanColorectumMSI-H3.56e-058.02e-010.3487
5980REV3LHTA11_99999965104_69814HumanColorectumMSS8.41e-045.44e-010.281
5980REV3LHTA11_99999971662_82457HumanColorectumMSS3.90e-04-3.17e-010.3859
5980REV3LHTA11_99999973899_84307HumanColorectumMSS8.42e-08-5.60e-010.2585
5980REV3LHTA11_99999974143_84620HumanColorectumMSS9.71e-23-6.60e-010.3005
5980REV3LF007HumanColorectumFAP1.75e-03-2.84e-010.1176
5980REV3LA001-C-207HumanColorectumFAP3.39e-06-3.85e-010.1278
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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
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:00062602CervixCCDNA replication48/2311260/187232.70e-031.85e-0248
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:0006302ColorectumMSSdouble-strand break repair64/3467251/187233.58e-032.65e-0264
GO:00718973ColorectumMSI-HDNA biosynthetic process26/1319180/187233.73e-048.56e-0326
GO:0006260ColorectumMSI-HDNA replication31/1319260/187232.83e-033.63e-0231
GO:00718977EndometriumAEHDNA biosynthetic process37/2100180/187231.87e-042.39e-0337
GO:007189713EndometriumEECDNA biosynthetic process39/2168180/187237.68e-051.11e-0339
GO:007189710EsophagusHGINDNA biosynthetic process44/2587180/187238.97e-051.96e-0344
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:007189716EsophagusESCCDNA biosynthetic process127/8552180/187231.04e-113.85e-10127
GO:00062612EsophagusESCCDNA-dependent DNA replication100/8552151/187232.61e-073.94e-06100
GO:00063024EsophagusESCCdouble-strand break repair152/8552251/187231.33e-061.62e-05152
GO:00063012EsophagusESCCpostreplication repair26/855231/187231.32e-051.21e-0426
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:0019985EsophagusESCCtranslesion synthesis17/855221/187231.03e-035.19e-0317
GO:00007241EsophagusESCCdouble-strand break repair via homologous recombination79/8552138/187234.05e-031.62e-0279
GO:00007251EsophagusESCCrecombinational repair80/8552140/187234.10e-031.63e-0280
GO:0006301LiverCirrhoticpostreplication repair15/463431/187233.68e-032.02e-0215
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01524ColorectumMSSPlatinum drug resistance25/187573/84651.17e-023.99e-022.44e-0225
hsa015241ColorectumMSSPlatinum drug resistance25/187573/84651.17e-023.99e-022.44e-0225
hsa015247EsophagusESCCPlatinum drug resistance56/420573/84651.85e-061.13e-055.78e-0656
hsa0152414EsophagusESCCPlatinum drug resistance56/420573/84651.85e-061.13e-055.78e-0656
hsa015244LiverCirrhoticPlatinum drug resistance34/253073/84651.86e-038.37e-035.16e-0334
hsa0152411LiverCirrhoticPlatinum drug resistance34/253073/84651.86e-038.37e-035.16e-0334
hsa015242LiverHCCPlatinum drug resistance52/402073/84653.14e-051.88e-041.04e-0452
hsa015243LiverHCCPlatinum drug resistance52/402073/84653.14e-051.88e-041.04e-0452
hsa015246Oral cavityOSCCPlatinum drug resistance51/370473/84655.41e-062.75e-051.40e-0551
hsa0152413Oral cavityOSCCPlatinum drug resistance51/370473/84655.41e-062.75e-051.40e-0551
hsa0152422Oral cavityEOLPPlatinum drug resistance18/121873/84651.35e-023.53e-022.08e-0218
hsa0152432Oral cavityEOLPPlatinum drug resistance18/121873/84651.35e-023.53e-022.08e-0218
hsa015245ProstateBPHPlatinum drug resistance24/171873/84657.78e-032.49e-021.54e-0224
hsa0152412ProstateBPHPlatinum drug resistance24/171873/84657.78e-032.49e-021.54e-0224
hsa0152421ProstateTumorPlatinum drug resistance25/179173/84656.47e-032.16e-021.34e-0225
hsa0152431ProstateTumorPlatinum drug resistance25/179173/84656.47e-032.16e-021.34e-0225
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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
REV3LSNVMissense_Mutationc.2407N>Tp.Val803Phep.V803FO60673protein_codingdeleterious(0)probably_damaging(0.916)TCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
REV3LSNVMissense_Mutationc.4492G>Ap.Glu1498Lysp.E1498KO60673protein_codingdeleterious_low_confidence(0.01)benign(0.197)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
REV3LSNVMissense_Mutationc.3224C>Tp.Ser1075Phep.S1075FO60673protein_codingdeleterious(0.04)benign(0.269)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
REV3LSNVMissense_Mutationc.6729N>Tp.Arg2243Serp.R2243SO60673protein_codingdeleterious(0)benign(0.342)TCGA-AC-A2FG-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
REV3LSNVMissense_Mutationrs763651116c.5618G>Ap.Arg1873Glnp.R1873QO60673protein_codingdeleterious(0.02)possibly_damaging(0.815)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REV3LSNVMissense_Mutationnovelc.2570T>Gp.Phe857Cysp.F857CO60673protein_codingtolerated(0.19)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REV3LSNVMissense_Mutationc.4311N>Tp.Lys1437Asnp.K1437NO60673protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.994)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REV3LSNVMissense_Mutationc.1337N>Tp.Pro446Leup.P446LO60673protein_codingtolerated(0.66)benign(0)TCGA-AN-A0FF-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
REV3LSNVMissense_Mutationc.4574C>Gp.Ser1525Cysp.S1525CO60673protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AR-A24H-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
REV3LSNVMissense_Mutationnovelc.7634N>Cp.Arg2545Thrp.R2545TO60673protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
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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
5980REV3LDRUGGABLE GENOME, DNA DIRECTED RNA POLYMERASEfluorouracilFLUOROURACIL
5980REV3LDRUGGABLE GENOME, DNA DIRECTED RNA POLYMERASEcisplatinCISPLATIN
5980REV3LDRUGGABLE GENOME, DNA DIRECTED RNA POLYMERASEcapecitabineCAPECITABINE
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