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: CIC

Gene summary for CIC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CIC

Gene ID

23152

Gene namecapicua transcriptional repressor
Gene AliasMRD45
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

Q96RK0


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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
23152CICLZE8THumanEsophagusESCC7.56e-054.99e-020.067
23152CICLZE24THumanEsophagusESCC6.72e-111.52e-010.0596
23152CICLZE6THumanEsophagusESCC2.69e-024.85e-020.0845
23152CICP1T-EHumanEsophagusESCC2.45e-073.24e-010.0875
23152CICP2T-EHumanEsophagusESCC4.14e-161.71e-010.1177
23152CICP4T-EHumanEsophagusESCC1.61e-062.37e-020.1323
23152CICP5T-EHumanEsophagusESCC4.79e-11-1.28e-020.1327
23152CICP8T-EHumanEsophagusESCC2.06e-295.12e-010.0889
23152CICP9T-EHumanEsophagusESCC4.31e-06-4.08e-030.1131
23152CICP10T-EHumanEsophagusESCC2.53e-244.51e-010.116
23152CICP11T-EHumanEsophagusESCC2.25e-031.41e-010.1426
23152CICP12T-EHumanEsophagusESCC1.09e-107.74e-020.1122
23152CICP15T-EHumanEsophagusESCC4.45e-081.50e-010.1149
23152CICP16T-EHumanEsophagusESCC6.79e-06-4.64e-020.1153
23152CICP17T-EHumanEsophagusESCC1.11e-112.04e-010.1278
23152CICP19T-EHumanEsophagusESCC4.92e-031.75e-010.1662
23152CICP20T-EHumanEsophagusESCC1.63e-125.05e-020.1124
23152CICP21T-EHumanEsophagusESCC8.14e-11-8.30e-030.1617
23152CICP22T-EHumanEsophagusESCC4.54e-185.02e-020.1236
23152CICP23T-EHumanEsophagusESCC9.04e-171.10e-010.108
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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
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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0501728EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0501736EsophagusESCCSpinocerebellar ataxia94/4205143/84656.77e-052.90e-041.48e-0494
hsa0501721LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
hsa0501731LiverHCCSpinocerebellar ataxia92/4020143/84653.20e-051.88e-041.04e-0492
hsa0501725Oral cavityOSCCSpinocerebellar ataxia86/3704143/84655.21e-052.08e-041.06e-0486
hsa05017111Oral cavityOSCCSpinocerebellar ataxia86/3704143/84655.21e-052.08e-041.06e-0486
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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
CICLYMENDBreastADJCRABP2,GOLGA6L4,MN1, etc.6.10e-02The 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.
CICCD8TEXINTCervixN_HPVFAM89A,TM4SF1,H2BC8, etc.2.98e-02The 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.
CICPVALiverHealthyRCC1,NRIP1,PRPSAP1, etc.1.49e-02The 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.
CICMEGALiverHealthyRCC1,NRIP1,PRPSAP1, etc.7.61e-03The 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.
CICMSCLiverNAFLDRCC1,NRIP1,PRPSAP1, etc.1.75e-02The 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.
∗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
CICSNVMissense_Mutationc.3763N>Cp.Glu1255Glnp.E1255QQ96RK0protein_codingtolerated_low_confidence(0.1)benign(0.378)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CICSNVMissense_Mutationc.4534C>Tp.Arg1512Cysp.R1512CQ96RK0protein_codingdeleterious(0)probably_damaging(0.988)TCGA-C8-A1HN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CICSNVMissense_Mutationc.1744N>Cp.Ala582Prop.A582PQ96RK0protein_codingdeleterious_low_confidence(0.02)benign(0.043)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
CICSNVMissense_Mutationnovelc.1297N>Ap.Asp433Asnp.D433NQ96RK0protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CICSNVMissense_Mutationc.643N>Tp.Arg215Trpp.R215WQ96RK0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CICSNVMissense_Mutationnovelc.4390N>Tp.Arg1464Trpp.R1464WQ96RK0protein_codingdeleterious(0)probably_damaging(0.988)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CICSNVMissense_Mutationc.1105N>Cp.Asp369Hisp.D369HQ96RK0protein_codingdeleterious_low_confidence(0)possibly_damaging(0.887)TCGA-C5-A1MJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CICSNVMissense_Mutationnovelc.3268N>Ap.Pro1090Thrp.P1090TQ96RK0protein_codingdeleterious_low_confidence(0.02)benign(0.142)TCGA-C5-A1MN-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
CICSNVMissense_Mutationrs748419463c.2104A>Gp.Asn702Aspp.N702DQ96RK0protein_codingtolerated_low_confidence(0.2)benign(0)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CICSNVMissense_Mutationc.1453G>Cp.Glu485Glnp.E485QQ96RK0protein_codingdeleterious_low_confidence(0.04)benign(0.143)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<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
23152CICCLINICALLY ACTIONABLE, DRUG RESISTANCETRAMETINIBTRAMETINIB28178529
23152CICCLINICALLY ACTIONABLE, DRUG RESISTANCESELUMETINIBSELUMETINIB28178529
23152CICCLINICALLY ACTIONABLE, DRUG RESISTANCEVEMURAFENIBVEMURAFENIB28178529
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