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: CINP

Gene summary for CINP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CINP

Gene ID

51550

Gene namecyclin dependent kinase 2 interacting protein
Gene AliasCINP
Cytomap14q32.31
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9BW66


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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
51550CINPLZE4THumanEsophagusESCC3.46e-143.79e-010.0811
51550CINPLZE5THumanEsophagusESCC1.82e-023.19e-010.0514
51550CINPLZE7THumanEsophagusESCC6.79e-061.79e-010.0667
51550CINPLZE8THumanEsophagusESCC4.47e-072.36e-010.067
51550CINPLZE20THumanEsophagusESCC9.51e-103.29e-010.0662
51550CINPLZE22THumanEsophagusESCC3.16e-031.52e-010.068
51550CINPLZE24THumanEsophagusESCC1.85e-161.95e-010.0596
51550CINPLZE21THumanEsophagusESCC8.72e-041.36e-010.0655
51550CINPLZE6THumanEsophagusESCC7.27e-082.84e-010.0845
51550CINPP2T-EHumanEsophagusESCC2.41e-162.72e-010.1177
51550CINPP4T-EHumanEsophagusESCC1.09e-307.63e-010.1323
51550CINPP5T-EHumanEsophagusESCC3.45e-488.18e-010.1327
51550CINPP8T-EHumanEsophagusESCC1.59e-153.23e-010.0889
51550CINPP9T-EHumanEsophagusESCC8.66e-132.86e-010.1131
51550CINPP10T-EHumanEsophagusESCC2.84e-487.78e-010.116
51550CINPP11T-EHumanEsophagusESCC5.13e-094.80e-010.1426
51550CINPP12T-EHumanEsophagusESCC1.08e-406.50e-010.1122
51550CINPP15T-EHumanEsophagusESCC1.37e-368.44e-010.1149
51550CINPP16T-EHumanEsophagusESCC1.72e-153.47e-010.1153
51550CINPP17T-EHumanEsophagusESCC9.53e-145.87e-010.1278
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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
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
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: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:000626011Oral cavityLPDNA replication97/4623260/187233.67e-067.75e-0597
GO:000626012SkincSCCDNA replication106/4864260/187231.18e-072.77e-06106
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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
CINPSNVMissense_Mutationnovelc.50N>Gp.Ser17Cysp.S17CQ9BW66protein_codingdeleterious(0.03)probably_damaging(0.996)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
CINPdeletionFrame_Shift_Delnovelc.514delNp.His172ThrfsTer9p.H172Tfs*9Q9BW66protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CINPSNVMissense_Mutationc.155N>Tp.Ala52Valp.A52VQ9BW66protein_codingtolerated(0.9)benign(0.022)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CINPSNVMissense_Mutationc.288N>Tp.Gln96Hisp.Q96HQ9BW66protein_codingtolerated(0.17)benign(0.009)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
CINPSNVMissense_Mutationnovelc.114A>Cp.Glu38Aspp.E38DQ9BW66protein_codingtolerated(0.26)benign(0.121)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CINPSNVMissense_Mutationrs374421517c.416N>Tp.Thr139Metp.T139MQ9BW66protein_codingtolerated(0.05)possibly_damaging(0.823)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CINPSNVMissense_Mutationrs202220609c.490C>Tp.Arg164Cysp.R164CQ9BW66protein_codingdeleterious(0.02)possibly_damaging(0.736)TCGA-AX-A0J1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CINPSNVMissense_Mutationc.64N>Cp.Lys22Glnp.K22QQ9BW66protein_codingdeleterious(0)possibly_damaging(0.799)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CINPSNVMissense_Mutationnovelc.65N>Cp.Lys22Thrp.K22TQ9BW66protein_codingdeleterious(0)probably_damaging(0.974)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
CINPSNVMissense_Mutationrs562361918c.76N>Gp.Asn26Aspp.N26DQ9BW66protein_codingdeleterious(0.04)probably_damaging(0.933)TCGA-EY-A1GD-01Endometriumuterine corpus endometrioid carcinomaFemale<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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