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: CCNB1IP1

Gene summary for CCNB1IP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCNB1IP1

Gene ID

57820

Gene namecyclin B1 interacting protein 1
Gene AliasC14orf18
Cytomap14q11.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9NPC3


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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
57820CCNB1IP1LZE4THumanEsophagusESCC6.82e-155.47e-010.0811
57820CCNB1IP1LZE8THumanEsophagusESCC2.82e-073.47e-010.067
57820CCNB1IP1LZE20THumanEsophagusESCC2.11e-031.81e-010.0662
57820CCNB1IP1LZE22D1HumanEsophagusHGIN4.33e-02-5.57e-020.0595
57820CCNB1IP1LZE24THumanEsophagusESCC5.51e-145.64e-010.0596
57820CCNB1IP1LZE21THumanEsophagusESCC1.04e-043.84e-010.0655
57820CCNB1IP1LZE6THumanEsophagusESCC9.92e-031.59e-010.0845
57820CCNB1IP1P2T-EHumanEsophagusESCC2.40e-459.55e-010.1177
57820CCNB1IP1P4T-EHumanEsophagusESCC1.43e-331.02e+000.1323
57820CCNB1IP1P5T-EHumanEsophagusESCC7.32e-192.40e-010.1327
57820CCNB1IP1P8T-EHumanEsophagusESCC1.98e-234.10e-010.0889
57820CCNB1IP1P9T-EHumanEsophagusESCC1.64e-205.79e-010.1131
57820CCNB1IP1P10T-EHumanEsophagusESCC1.09e-691.54e+000.116
57820CCNB1IP1P11T-EHumanEsophagusESCC3.69e-064.89e-010.1426
57820CCNB1IP1P12T-EHumanEsophagusESCC1.31e-441.00e+000.1122
57820CCNB1IP1P15T-EHumanEsophagusESCC9.03e-631.66e+000.1149
57820CCNB1IP1P16T-EHumanEsophagusESCC1.46e-481.04e+000.1153
57820CCNB1IP1P17T-EHumanEsophagusESCC4.16e-094.54e-010.1278
57820CCNB1IP1P19T-EHumanEsophagusESCC1.59e-024.60e-010.1662
57820CCNB1IP1P20T-EHumanEsophagusESCC9.26e-245.80e-010.1124
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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
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:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:000170116Oral cavityOSCCin utero embryonic development207/7305367/187237.92e-122.95e-10207
GO:00002801Oral cavityOSCCnuclear division237/7305439/187239.62e-112.90e-09237
GO:00988132Oral cavityOSCCnuclear chromosome segregation162/7305281/187231.56e-104.56e-09162
GO:00018243Oral cavityOSCCblastocyst development66/7305106/187231.04e-061.40e-0566
GO:00018252Oral cavityOSCCblastocyst formation27/730538/187236.23e-055.08e-0427
GO:0006310Oral cavityOSCCDNA recombination147/7305305/187236.33e-043.56e-03147
GO:000170120SkinAKin utero embryonic development75/1910367/187233.09e-092.62e-0775
GO:00070594SkinAKchromosome segregation60/1910346/187232.88e-054.98e-0460
GO:00018245SkinAKblastocyst development24/1910106/187231.38e-041.69e-0324
GO:00018254SkinAKblastocyst formation12/191038/187232.64e-042.85e-0312
GO:00988134SkinAKnuclear chromosome segregation42/1910281/187237.50e-033.82e-0242
GO:000705912SkincSCCchromosome segregation161/4864346/187238.34e-178.57e-15161
GO:00482854SkincSCCorganelle fission197/4864488/187231.51e-128.36e-11197
GO:009881311SkincSCCnuclear chromosome segregation126/4864281/187234.76e-122.53e-10126
GO:00002803SkincSCCnuclear division178/4864439/187231.17e-115.93e-10178
GO:000170124SkincSCCin utero embryonic development150/4864367/187232.47e-101.04e-08150
GO:000182413SkincSCCblastocyst development53/4864106/187239.74e-082.32e-0653
GO:000182512SkincSCCblastocyst formation21/486438/187231.17e-041.08e-0321
GO:0001701111ThyroidPTCin utero embryonic development175/5968367/187231.40e-104.73e-09175
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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
CCNB1IP1SNVMissense_Mutationnovelc.38N>Ap.Arg13Glnp.R13QQ9NPC3protein_codingtolerated(0.25)possibly_damaging(0.569)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCNB1IP1SNVMissense_Mutationc.393C>Gp.Ser131Argp.S131RQ9NPC3protein_codingtolerated(0.44)benign(0.015)TCGA-AR-A0TP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CCNB1IP1SNVMissense_Mutationc.416T>Cp.Met139Thrp.M139TQ9NPC3protein_codingtolerated(0.13)benign(0.35)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCNB1IP1SNVMissense_Mutationnovelc.596N>Cp.Met199Thrp.M199TQ9NPC3protein_codingtolerated_low_confidence(0.43)benign(0.02)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCNB1IP1SNVMissense_Mutationnovelc.500G>Ap.Arg167Hisp.R167HQ9NPC3protein_codingdeleterious(0.01)possibly_damaging(0.83)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CCNB1IP1SNVMissense_Mutationnovelc.430N>Gp.Thr144Alap.T144AQ9NPC3protein_codingtolerated(0.83)benign(0)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CCNB1IP1SNVMissense_Mutationnovelc.242N>Ap.Arg81Glnp.R81QQ9NPC3protein_codingtolerated(0.06)benign(0.059)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CCNB1IP1SNVMissense_Mutationnovelc.148N>Ap.Ala50Thrp.A50TQ9NPC3protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-AA-A01K-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
CCNB1IP1SNVMissense_Mutationc.47G>Ap.Arg16Hisp.R16HQ9NPC3protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AZ-4313-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CCNB1IP1SNVMissense_Mutationc.827N>Tp.Arg276Ilep.R276IQ9NPC3protein_codingdeleterious_low_confidence(0)benign(0.135)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<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
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