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
57820CCNB1IP1C08HumanOral cavityOSCC3.40e-449.86e-010.1919
57820CCNB1IP1C09HumanOral cavityOSCC1.31e-023.03e-010.1431
57820CCNB1IP1LN46HumanOral cavityOSCC9.11e-043.97e-010.1666
57820CCNB1IP1SYSMH1HumanOral cavityOSCC9.40e-155.99e-010.1127
57820CCNB1IP1SYSMH2HumanOral cavityOSCC1.11e-249.37e-010.2326
57820CCNB1IP1SYSMH3HumanOral cavityOSCC1.48e-156.13e-010.2442
57820CCNB1IP1SYSMH4HumanOral cavityOSCC1.59e-073.28e-010.1226
57820CCNB1IP1SYSMH6HumanOral cavityOSCC6.44e-115.10e-010.1275
57820CCNB1IP1P2_S3_AKHumanSkinAK1.25e-032.41e-01-0.3287
57820CCNB1IP1P4_S8_cSCCHumanSkincSCC1.77e-162.71e-01-0.3095
57820CCNB1IP1P1_cSCCHumanSkincSCC2.81e-207.67e-010.0292
57820CCNB1IP1P2_cSCCHumanSkincSCC7.13e-277.05e-01-0.024
57820CCNB1IP1P4_cSCCHumanSkincSCC2.46e-093.32e-01-0.00290000000000005
57820CCNB1IP1P10_cSCCHumanSkincSCC6.97e-125.52e-010.1017
57820CCNB1IP1cSCC_p9HumanSkincSCC1.22e-041.46e-01-0.1991
57820CCNB1IP1male-WTAHumanThyroidPTC2.83e-269.59e-020.1037
57820CCNB1IP1PTC01HumanThyroidPTC5.93e-061.51e-010.1899
57820CCNB1IP1PTC04HumanThyroidPTC6.09e-092.10e-010.1927
57820CCNB1IP1PTC05HumanThyroidPTC2.21e-144.36e-010.2065
57820CCNB1IP1PTC06HumanThyroidPTC2.33e-245.31e-010.2057
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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:000170118EsophagusHGINin utero embryonic development77/2587367/187239.56e-052.05e-0377
GO:00070593EsophagusHGINchromosome segregation71/2587346/187233.47e-045.62e-0371
GO:00018244EsophagusHGINblastocyst development28/2587106/187234.30e-046.47e-0328
GO:000705911EsophagusESCCchromosome segregation238/8552346/187231.72e-181.82e-16238
GO:000170119EsophagusESCCin utero embryonic development243/8552367/187231.00e-156.86e-14243
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00988133EsophagusESCCnuclear chromosome segregation187/8552281/187231.00e-124.36e-11187
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000182412EsophagusESCCblastocyst development73/8552106/187231.13e-061.40e-0573
GO:00018253EsophagusESCCblastocyst formation29/855238/187231.18e-048.13e-0429
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:00017015LiverCirrhoticin utero embryonic development134/4634367/187232.78e-076.86e-06134
GO:0001825LiverCirrhoticblastocyst formation17/463438/187235.62e-032.84e-0217
GO:0007059LiverHCCchromosome segregation197/7958346/187233.57e-087.87e-07197
GO:000170111LiverHCCin utero embryonic development204/7958367/187232.44e-074.30e-06204
GO:0098813LiverHCCnuclear chromosome segregation157/7958281/187233.82e-064.95e-05157
GO:0048285LiverHCCorganelle fission254/7958488/187231.07e-051.23e-04254
GO:00018251LiverHCCblastocyst formation27/795838/187233.47e-042.42e-0327
GO:0000280LiverHCCnuclear division220/7958439/187236.90e-044.25e-03220
GO:00070592Oral cavityOSCCchromosome segregation206/7305346/187235.82e-153.76e-13206
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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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