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: CRCP

Gene summary for CRCP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CRCP

Gene ID

27297

Gene nameCGRP receptor component
Gene AliasC17
Cytomap7q11.21
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

O75575


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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
27297CRCPLZE4THumanEsophagusESCC3.07e-052.45e-010.0811
27297CRCPLZE7THumanEsophagusESCC6.56e-031.60e-010.0667
27297CRCPLZE20THumanEsophagusESCC2.00e-031.11e-010.0662
27297CRCPLZE24THumanEsophagusESCC6.13e-103.38e-010.0596
27297CRCPLZE6THumanEsophagusESCC1.99e-021.02e-010.0845
27297CRCPP1T-EHumanEsophagusESCC7.15e-105.02e-010.0875
27297CRCPP2T-EHumanEsophagusESCC3.41e-366.22e-010.1177
27297CRCPP4T-EHumanEsophagusESCC1.79e-286.14e-010.1323
27297CRCPP5T-EHumanEsophagusESCC1.06e-173.85e-010.1327
27297CRCPP8T-EHumanEsophagusESCC1.13e-254.39e-010.0889
27297CRCPP9T-EHumanEsophagusESCC8.12e-152.37e-010.1131
27297CRCPP10T-EHumanEsophagusESCC6.69e-295.01e-010.116
27297CRCPP11T-EHumanEsophagusESCC7.90e-083.74e-010.1426
27297CRCPP12T-EHumanEsophagusESCC1.02e-366.74e-010.1122
27297CRCPP15T-EHumanEsophagusESCC5.61e-245.08e-010.1149
27297CRCPP16T-EHumanEsophagusESCC5.42e-427.37e-010.1153
27297CRCPP17T-EHumanEsophagusESCC1.02e-042.31e-010.1278
27297CRCPP19T-EHumanEsophagusESCC3.99e-024.37e-010.1662
27297CRCPP20T-EHumanEsophagusESCC3.31e-265.50e-010.1124
27297CRCPP21T-EHumanEsophagusESCC3.50e-245.14e-010.1617
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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:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:00516075EsophagusESCCdefense response to virus171/8552265/187233.91e-101.05e-08171
GO:01405465EsophagusESCCdefense response to symbiont171/8552265/187233.91e-101.05e-08171
GO:00063833EsophagusESCCtranscription by RNA polymerase III41/855246/187237.69e-101.90e-0841
GO:000635211EsophagusESCCDNA-templated transcription, initiation86/8552130/187231.88e-062.19e-0586
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:00516071LiverHCCdefense response to virus151/7958265/187231.27e-061.85e-05151
GO:01405461LiverHCCdefense response to symbiont151/7958265/187231.27e-061.85e-05151
GO:0006352LiverHCCDNA-templated transcription, initiation78/7958130/187234.19e-054.11e-0478
GO:0006383LiverHCCtranscription by RNA polymerase III31/795846/187235.67e-043.61e-0331
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
GO:00063832Oral cavityOSCCtranscription by RNA polymerase III34/730546/187231.61e-062.11e-0534
GO:00063522Oral cavityOSCCDNA-templated transcription, initiation74/7305130/187232.56e-052.39e-0474
GO:000961519SkinAKresponse to virus63/1910367/187232.53e-054.54e-0463
GO:00063524SkinAKDNA-templated transcription, initiation23/1910130/187236.10e-033.29e-0223
GO:000961522SkincSCCresponse to virus152/4864367/187235.88e-112.75e-09152
GO:00516076SkincSCCdefense response to virus107/4864265/187231.84e-074.02e-06107
GO:01405466SkincSCCdefense response to symbiont107/4864265/187231.84e-074.02e-06107
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0302021EsophagusESCCRNA polymerase28/420534/84658.19e-053.35e-041.71e-0428
hsa0302031EsophagusESCCRNA polymerase28/420534/84658.19e-053.35e-041.71e-0428
hsa03020LiverHCCRNA polymerase24/402034/84655.40e-031.57e-028.75e-0324
hsa030201LiverHCCRNA polymerase24/402034/84655.40e-031.57e-028.75e-0324
hsa030204Oral cavityOSCCRNA polymerase25/370434/84654.12e-041.27e-036.45e-0425
hsa0302011Oral cavityOSCCRNA polymerase25/370434/84654.12e-041.27e-036.45e-0425
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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
CRCPSNVMissense_Mutationc.281N>Tp.Ala94Valp.A94VO75575protein_codingdeleterious(0.04)possibly_damaging(0.871)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CRCPSNVMissense_Mutationnovelc.40N>Cp.Tyr14Hisp.Y14HO75575protein_codingdeleterious(0.03)probably_damaging(0.985)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CRCPSNVMissense_Mutationc.68N>Cp.Leu23Prop.L23PO75575protein_codingdeleterious(0)probably_damaging(0.997)TCGA-B5-A11G-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CRCPSNVMissense_Mutationnovelc.178C>Tp.His60Tyrp.H60YO75575protein_codingtolerated(0.72)benign(0.001)TCGA-E6-A2P9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CRCPSNVMissense_Mutationnovelc.110N>Tp.Ser37Phep.S37FO75575protein_codingtolerated(0.2)benign(0.153)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CRCPSNVMissense_Mutationc.293A>Tp.Gln98Leup.Q98LO75575protein_codingdeleterious(0)probably_damaging(0.934)TCGA-50-6593-01Lunglung adenocarcinomaFemale<65III/IVUnknownUnknownPD
CRCPSNVMissense_Mutationc.176G>Ap.Arg59Lysp.R59KO75575protein_codingtolerated(0.92)benign(0)TCGA-37-4135-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
CRCPdeletionFrame_Shift_Delc.177delGp.Arg59SerfsTer15p.R59Sfs*15O75575protein_codingTCGA-69-7979-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CRCPSNVMissense_Mutationc.248A>Gp.Lys83Argp.K83RO75575protein_codingdeleterious(0)probably_damaging(1)TCGA-BR-8078-01Stomachstomach adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CRCPSNVMissense_Mutationc.47T>Cp.Val16Alap.V16AO75575protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-CG-5726-01Stomachstomach adenocarcinomaMale>=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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