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: REPIN1

Gene summary for REPIN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REPIN1

Gene ID

29803

Gene namereplication initiator 1
Gene AliasAP4
Cytomap7q36.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9BWE0


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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
29803REPIN1HTA11_4255_2000001011HumanColorectumSER1.39e-198.37e-010.0446
29803REPIN1HTA11_9408_2000001011HumanColorectumAD6.41e-129.13e-010.0451
29803REPIN1HTA11_8622_2000001021HumanColorectumSER1.28e-311.16e+000.0528
29803REPIN1HTA11_7663_2000001011HumanColorectumSER1.23e-251.19e+000.0131
29803REPIN1HTA11_10623_2000001011HumanColorectumAD2.37e-251.05e+00-0.0177
29803REPIN1HTA11_6801_2000001011HumanColorectumSER2.10e-147.81e-010.0171
29803REPIN1HTA11_10711_2000001011HumanColorectumAD2.28e-317.90e-010.0338
29803REPIN1HTA11_7696_3000711011HumanColorectumAD3.76e-781.33e+000.0674
29803REPIN1HTA11_6818_2000001011HumanColorectumAD7.84e-251.15e+000.0112
29803REPIN1HTA11_7469_2000001011HumanColorectumAD1.13e-221.20e+00-0.0124
29803REPIN1HTA11_11156_2000001011HumanColorectumAD8.06e-161.10e+000.0397
29803REPIN1HTA11_6818_2000001021HumanColorectumAD9.99e-411.03e+000.0588
29803REPIN1HTA11_99999970781_79442HumanColorectumMSS1.49e-437.56e-010.294
29803REPIN1HTA11_99999965062_69753HumanColorectumMSI-H2.60e-161.10e+000.3487
29803REPIN1HTA11_99999965104_69814HumanColorectumMSS1.63e-411.14e+000.281
29803REPIN1HTA11_99999971662_82457HumanColorectumMSS4.88e-691.33e+000.3859
29803REPIN1HTA11_99999973899_84307HumanColorectumMSS1.96e-431.37e+000.2585
29803REPIN1HTA11_99999974143_84620HumanColorectumMSS3.88e-701.19e+000.3005
29803REPIN1LZE2THumanEsophagusESCC9.27e-033.25e-010.082
29803REPIN1LZE7THumanEsophagusESCC2.86e-083.56e-010.0667
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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
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
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:0006260ColorectumMSI-HDNA replication31/1319260/187232.83e-033.63e-0231
GO:00062604EsophagusESCCDNA replication181/8552260/187233.55e-152.05e-13181
GO:00062601LiverHCCDNA replication146/7958260/187235.68e-067.02e-05146
GO:00062603Oral cavityOSCCDNA replication159/7305260/187233.25e-131.59e-11159
GO:00062606ThyroidPTCDNA replication114/5968260/187233.09e-052.95e-04114
GO:000626013ThyroidATCDNA replication124/6293260/187231.58e-061.93e-05124
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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
REPIN1SNVMissense_Mutationnovelc.166G>Ap.Glu56Lysp.E56KQ9BWE0protein_codingtolerated_low_confidence(0.07)benign(0.023)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
REPIN1SNVMissense_Mutationc.1637G>Ap.Cys546Tyrp.C546YQ9BWE0protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
REPIN1SNVMissense_Mutationc.577N>Tp.Arg193Trpp.R193WQ9BWE0protein_codingdeleterious(0)possibly_damaging(0.745)TCGA-E9-A22H-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
REPIN1SNVMissense_Mutationnovelc.1668N>Tp.Lys556Asnp.K556NQ9BWE0protein_codingtolerated(0.14)possibly_damaging(0.851)TCGA-LL-A441-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
REPIN1SNVMissense_Mutationnovelc.1522C>Tp.Arg508Cysp.R508CQ9BWE0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-OL-A6VO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
REPIN1SNVMissense_Mutationnovelc.1432C>Tp.His478Tyrp.H478YQ9BWE0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
REPIN1SNVMissense_Mutationc.1537N>Ap.Asp513Asnp.D513NQ9BWE0protein_codingdeleterious(0.01)benign(0.159)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
REPIN1SNVMissense_Mutationrs759469837c.1018N>Tp.Arg340Trpp.R340WQ9BWE0protein_codingdeleterious(0)probably_damaging(0.991)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
REPIN1deletionFrame_Shift_Delrs759247453c.1287delCp.Ser430ProfsTer?p.S430Pfs*?Q9BWE0protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
REPIN1SNVMissense_Mutationrs376711625c.482N>Ap.Arg161Hisp.R161HQ9BWE0protein_codingtolerated(0.16)benign(0)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=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
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