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: CCDC112

Gene summary for CCDC112

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CCDC112

Gene ID

153733

Gene namecoiled-coil domain containing 112
Gene AliasMBC1
Cytomap5q22.3
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q8NEF3


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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
153733CCDC112P4T-EHumanEsophagusESCC1.69e-072.21e-010.1323
153733CCDC112P5T-EHumanEsophagusESCC8.79e-082.00e-010.1327
153733CCDC112P9T-EHumanEsophagusESCC2.18e-071.89e-010.1131
153733CCDC112P10T-EHumanEsophagusESCC8.69e-051.04e-010.116
153733CCDC112P11T-EHumanEsophagusESCC1.09e-021.71e-010.1426
153733CCDC112P12T-EHumanEsophagusESCC1.32e-153.72e-010.1122
153733CCDC112P15T-EHumanEsophagusESCC1.17e-072.17e-010.1149
153733CCDC112P17T-EHumanEsophagusESCC1.19e-033.63e-010.1278
153733CCDC112P20T-EHumanEsophagusESCC2.44e-102.27e-010.1124
153733CCDC112P21T-EHumanEsophagusESCC1.89e-041.12e-010.1617
153733CCDC112P22T-EHumanEsophagusESCC1.69e-091.70e-010.1236
153733CCDC112P23T-EHumanEsophagusESCC8.98e-062.65e-010.108
153733CCDC112P24T-EHumanEsophagusESCC1.16e-061.78e-010.1287
153733CCDC112P26T-EHumanEsophagusESCC1.10e-048.66e-020.1276
153733CCDC112P27T-EHumanEsophagusESCC8.67e-041.53e-010.1055
153733CCDC112P28T-EHumanEsophagusESCC3.48e-072.58e-010.1149
153733CCDC112P30T-EHumanEsophagusESCC1.20e-041.90e-010.137
153733CCDC112P32T-EHumanEsophagusESCC3.16e-102.66e-010.1666
153733CCDC112P36T-EHumanEsophagusESCC4.38e-071.85e-010.1187
153733CCDC112P37T-EHumanEsophagusESCC7.46e-071.90e-010.1371
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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
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
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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
CCDC112SNVMissense_Mutationnovelc.1580N>Tp.Arg527Ilep.R527IQ8NEF3protein_codingdeleterious_low_confidence(0.02)benign(0.022)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC112SNVMissense_Mutationc.1563G>Cp.Trp521Cysp.W521CQ8NEF3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CCDC112SNVMissense_Mutationc.659C>Ap.Pro220Hisp.P220HQ8NEF3protein_codingdeleterious(0.01)possibly_damaging(0.891)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
CCDC112SNVMissense_Mutationrs187304678c.214N>Tp.Arg72Cysp.R72CQ8NEF3protein_codingdeleterious(0.01)probably_damaging(0.963)TCGA-E2-A153-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CCDC112insertionFrame_Shift_Insnovelc.1351_1352insATGTAAATAAGTAp.Leu451HisfsTer10p.L451Hfs*10Q8NEF3protein_codingTCGA-AC-A3QQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CCDC112insertionFrame_Shift_Insnovelc.250_251insAATCCTCTCTTTCTTGTTATATp.Met84LysfsTer12p.M84Kfs*12Q8NEF3protein_codingTCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CCDC112deletionFrame_Shift_Delnovelc.1398delNp.Lys466AsnfsTer8p.K466Nfs*8Q8NEF3protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CCDC112SNVMissense_Mutationnovelc.71N>Ap.Gly24Aspp.G24DQ8NEF3protein_codingtolerated_low_confidence(0.39)benign(0.039)TCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
CCDC112SNVMissense_Mutationrs185790295c.1178G>Ap.Arg393Hisp.R393HQ8NEF3protein_codingtolerated(0.08)benign(0.033)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CCDC112SNVMissense_Mutationc.519N>Cp.Gln173Hisp.Q173HQ8NEF3protein_codingdeleterious(0.02)probably_damaging(0.939)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
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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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