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: CORO1C

Gene summary for CORO1C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CORO1C

Gene ID

23603

Gene namecoronin 1C
Gene AliasHCRNN4
Cytomap12q24.11
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9ULV4


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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
23603CORO1CLZE2THumanEsophagusESCC3.22e-023.21e-010.082
23603CORO1CLZE4THumanEsophagusESCC5.24e-144.73e-010.0811
23603CORO1CLZE5THumanEsophagusESCC1.88e-04-1.09e-010.0514
23603CORO1CLZE8THumanEsophagusESCC3.77e-032.02e-010.067
23603CORO1CLZE22THumanEsophagusESCC2.61e-092.54e-010.068
23603CORO1CLZE24THumanEsophagusESCC4.27e-123.33e-010.0596
23603CORO1CLZE6THumanEsophagusESCC1.37e-06-3.52e-020.0845
23603CORO1CP1T-EHumanEsophagusESCC2.94e-021.16e-010.0875
23603CORO1CP2T-EHumanEsophagusESCC3.50e-174.27e-010.1177
23603CORO1CP4T-EHumanEsophagusESCC8.33e-155.51e-010.1323
23603CORO1CP5T-EHumanEsophagusESCC5.02e-244.94e-010.1327
23603CORO1CP8T-EHumanEsophagusESCC2.85e-111.84e-010.0889
23603CORO1CP9T-EHumanEsophagusESCC2.66e-122.21e-010.1131
23603CORO1CP10T-EHumanEsophagusESCC2.51e-13-1.47e-020.116
23603CORO1CP11T-EHumanEsophagusESCC4.91e-164.76e-010.1426
23603CORO1CP12T-EHumanEsophagusESCC2.11e-194.40e-010.1122
23603CORO1CP15T-EHumanEsophagusESCC4.28e-205.45e-010.1149
23603CORO1CP16T-EHumanEsophagusESCC1.30e-102.41e-010.1153
23603CORO1CP17T-EHumanEsophagusESCC3.52e-024.49e-010.1278
23603CORO1CP20T-EHumanEsophagusESCC6.63e-236.58e-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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:000193326SkincSCCnegative regulation of protein phosphorylation123/4864342/187232.48e-052.82e-04123
GO:005134829SkincSCCnegative regulation of transferase activity100/4864268/187232.60e-052.94e-04100
GO:001076925SkincSCCregulation of cell morphogenesis involved in differentiation43/486496/187235.00e-055.18e-0443
GO:1900024110SkincSCCregulation of substrate adhesion-dependent cell spreading28/486457/187231.47e-041.32e-0328
GO:000716024SkincSCCcell-matrix adhesion85/4864233/187232.43e-041.98e-0385
GO:003134622SkincSCCpositive regulation of cell projection organization120/4864353/187234.49e-043.44e-03120
GO:190274517SkincSCCpositive regulation of lamellipodium organization19/486437/187238.42e-045.81e-0319
GO:190274316SkincSCCregulation of lamellipodium organization25/486454/187231.00e-036.76e-0325
GO:0034446110SkincSCCsubstrate adhesion-dependent cell spreading43/4864108/187231.12e-037.36e-0343
GO:0006469110SkincSCCnegative regulation of protein kinase activity74/4864212/187232.36e-031.37e-0274
GO:001077121SkincSCCnegative regulation of cell morphogenesis involved in differentiation9/486414/187232.87e-031.60e-029
GO:190002521SkincSCCnegative regulation of substrate adhesion-dependent cell spreading9/486414/187232.87e-031.60e-029
GO:0033673110SkincSCCnegative regulation of kinase activity81/4864237/187232.95e-031.64e-0281
GO:001076110SkincSCCfibroblast migration21/486447/187234.20e-032.21e-0221
GO:003152910SkincSCCruffle organization24/486456/187234.44e-032.29e-0224
GO:001063125SkincSCCepithelial cell migration115/4864357/187234.64e-032.37e-02115
GO:0060491110SkincSCCregulation of cell projection assembly65/4864188/187235.34e-032.69e-0265
GO:19000278SkincSCCregulation of ruffle assembly15/486431/187236.02e-032.95e-0215
GO:009013225SkincSCCepithelium migration115/4864360/187236.20e-033.04e-02115
GO:0120032110SkincSCCregulation of plasma membrane bounded cell projection assembly64/4864186/187236.40e-033.13e-0264
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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
CORO1CSNVMissense_Mutationc.803C>Tp.Ala268Valp.A268VQ9ULV4protein_codingtolerated(0.08)benign(0.052)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CORO1CSNVMissense_Mutationc.374N>Gp.Ser125Cysp.S125CQ9ULV4protein_codingdeleterious(0.03)benign(0.049)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
CORO1CSNVMissense_Mutationc.1531N>Gp.Gln511Glup.Q511EQ9ULV4protein_codingdeleterious(0.04)benign(0.127)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CORO1CSNVMissense_Mutationc.1323N>Gp.Ile441Metp.I441MQ9ULV4protein_codingtolerated(0.54)benign(0.092)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
CORO1CSNVMissense_Mutationnovelc.106N>Ap.His36Asnp.H36NQ9ULV4protein_codingtolerated_low_confidence(0.17)benign(0)TCGA-E9-A5UO-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CORO1CinsertionIn_Frame_Insnovelc.938_939insCAGACTTGTCTCTGGTTTCTTACAGGGTGACAGCAGTATp.His313_Glu314insArgLeuValSerGlyPheLeuGlnGlyAspSerSerIlep.H313_E314insRLVSGFLQGDSSIQ9ULV4protein_codingTCGA-A2-A0D2-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CORO1CinsertionNonsense_Mutationnovelc.1256_1257insTAAATGAAGATAAGATATTTATTCCATCCATGTATp.Gly420LysfsTer2p.G420Kfs*2Q9ULV4protein_codingTCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
CORO1CSNVMissense_Mutationnovelc.59N>Ap.Arg20Hisp.R20HQ9ULV4protein_codingdeleterious_low_confidence(0.01)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CORO1CSNVMissense_Mutationrs762661543c.1270N>Ap.Ala424Thrp.A424TQ9ULV4protein_codingdeleterious(0.01)possibly_damaging(0.742)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CORO1CSNVMissense_Mutationc.790N>Ap.Glu264Lysp.E264KQ9ULV4protein_codingdeleterious(0.01)possibly_damaging(0.479)TCGA-EK-A2RJ-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
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