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: CALCRL

Gene summary for CALCRL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CALCRL

Gene ID

10203

Gene namecalcitonin receptor like receptor
Gene AliasCGRPR
Cytomap2q32.1
Gene Typeprotein-coding
GO ID

GO:0001525

UniProtAcc

Q16602


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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
10203CALCRLP4T-EHumanEsophagusESCC2.57e-114.15e-010.1323
10203CALCRLP8T-EHumanEsophagusESCC2.38e-031.85e-010.0889
10203CALCRLP10T-EHumanEsophagusESCC1.72e-051.83e-010.116
10203CALCRLP15T-EHumanEsophagusESCC8.20e-144.56e-010.1149
10203CALCRLP22T-EHumanEsophagusESCC8.84e-153.33e-010.1236
10203CALCRLP23T-EHumanEsophagusESCC1.34e-066.13e-010.108
10203CALCRLP26T-EHumanEsophagusESCC1.79e-255.55e-010.1276
10203CALCRLP28T-EHumanEsophagusESCC8.38e-104.87e-010.1149
10203CALCRLP30T-EHumanEsophagusESCC3.14e-116.22e-010.137
10203CALCRLP32T-EHumanEsophagusESCC1.71e-145.95e-010.1666
10203CALCRLP36T-EHumanEsophagusESCC4.22e-065.79e-010.1187
10203CALCRLP39T-EHumanEsophagusESCC4.01e-051.08e-010.0894
10203CALCRLP40T-EHumanEsophagusESCC4.65e-084.10e-010.109
10203CALCRLP42T-EHumanEsophagusESCC2.45e-103.83e-010.1175
10203CALCRLP47T-EHumanEsophagusESCC5.44e-113.93e-010.1067
10203CALCRLP48T-EHumanEsophagusESCC3.83e-042.30e-010.0959
10203CALCRLP52T-EHumanEsophagusESCC5.69e-062.90e-010.1555
10203CALCRLP54T-EHumanEsophagusESCC3.31e-022.04e-010.0975
10203CALCRLP57T-EHumanEsophagusESCC4.66e-053.05e-010.0926
10203CALCRLP61T-EHumanEsophagusESCC1.81e-114.55e-010.099
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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
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:004311218EsophagusESCCreceptor metabolic process104/8552166/187237.44e-067.37e-05104
GO:000689818EsophagusESCCreceptor-mediated endocytosis142/8552244/187235.22e-054.05e-04142
GO:00486597EsophagusESCCsmooth muscle cell proliferation103/8552184/187233.08e-031.28e-02103
GO:00486607EsophagusESCCregulation of smooth muscle cell proliferation100/8552180/187234.76e-031.85e-02100
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
GO:00486615EsophagusESCCpositive regulation of smooth muscle cell proliferation61/8552104/187235.22e-031.97e-0261
GO:0009743111EsophagusESCCresponse to carbohydrate135/8552253/187238.16e-032.89e-02135
GO:000689826ThyroidATCreceptor-mediated endocytosis118/6293244/187231.17e-061.50e-05118
GO:004311224ThyroidATCreceptor metabolic process82/6293166/187231.78e-051.63e-0482
GO:000974333ThyroidATCresponse to carbohydrate114/6293253/187239.26e-056.81e-04114
GO:003300214ThyroidATCmuscle cell proliferation107/6293248/187231.03e-035.47e-03107
GO:004865916ThyroidATCsmooth muscle cell proliferation81/6293184/187232.02e-039.60e-0381
GO:007132224ThyroidATCcellular response to carbohydrate stimulus72/6293163/187233.12e-031.41e-0272
GO:004866016ThyroidATCregulation of smooth muscle cell proliferation78/6293180/187234.00e-031.73e-0278
GO:003162310ThyroidATCreceptor internalization52/6293113/187234.05e-031.74e-0252
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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
ADMCALCRLADM_CALCRLCALCRBreastADJ
ADMCALCRLADM_CALCRLCALCRBreastDCIS
ADMCALCRLADM_CALCRLCALCRBreastHealthy
ADMCALCRLADM_CALCRLCALCRBreastIDC
ADMCALCRLADM_CALCRLCALCRBreastPrecancer
ADMCALCRLADM_CALCRLCALCRCervixADJ
ADMCALCRLADM_CALCRLCALCRCervixCC
ADMCALCRLADM_CALCRLCALCRCervixPrecancer
CALCBCALCRLCALCB_CALCRLCALCRCRCCRC
ADMCALCRLADM_CALCRLCALCREndometriumAEH
ADMCALCRLADM_CALCRLCALCREndometriumEEC
ADMCALCRLADM_CALCRLCALCREndometriumHealthy
ADMCALCRLADM_CALCRLCALCREsophagusESCC
ADMCALCRLADM_CALCRLCALCREsophagusHealthy
ADMCALCRLADM_CALCRLCALCRHNSCCADJ
ADMCALCRLADM_CALCRLCALCRHNSCCHealthy
ADMCALCRLADM_CALCRLCALCRHNSCCOSCC
ADMCALCRLADM_CALCRLCALCRHNSCCPrecancer
ADMCALCRLADM_CALCRLCALCRLiverHCC
ADMCALCRLADM_CALCRLCALCRLiverHealthy
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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
CALCRLSNVMissense_Mutationc.1220N>Cp.Gly407Alap.G407AQ16602protein_codingtolerated(0.15)benign(0.023)TCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CALCRLSNVMissense_Mutationc.236N>Tp.Ala79Valp.A79VQ16602protein_codingdeleterious(0.05)benign(0.101)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CALCRLSNVMissense_Mutationc.509N>Ap.Ser170Asnp.S170NQ16602protein_codingdeleterious(0.01)possibly_damaging(0.823)TCGA-BH-A0E9-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CALCRLSNVMissense_Mutationc.1042N>Ap.Glu348Lysp.E348KQ16602protein_codingdeleterious(0)benign(0.232)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
CALCRLSNVMissense_Mutationc.1197N>Cp.Trp399Cysp.W399CQ16602protein_codingdeleterious(0)probably_damaging(0.984)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CALCRLSNVMissense_Mutationc.635G>Tp.Cys212Phep.C212FQ16602protein_codingdeleterious(0)probably_damaging(0.999)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CALCRLSNVMissense_Mutationc.985N>Cp.Asn329Hisp.N329HQ16602protein_codingtolerated(0.61)benign(0.007)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
CALCRLSNVMissense_Mutationnovelc.65N>Ap.Ala22Glup.A22EQ16602protein_codingtolerated(0.44)benign(0.001)TCGA-AA-3870-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicCR
CALCRLSNVMissense_Mutationnovelc.944T>Cp.Val315Alap.V315AQ16602protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CALCRLSNVMissense_Mutationrs144814027c.940N>Tp.Arg314Cysp.R314CQ16602protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CM-6674-01Colorectumcolon 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
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMECGRPCALCITONIN GENE-RELATED PEPTIDE
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonistCHEMBL236593TELCAGEPANT
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMELBR-101FREMANEZUMAB
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEErenumabERENUMAB
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEOlcegepantOLCEGEPANT
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEagonistCHEMBL2105635DAVALINTIDE
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMETelcagepantTELCAGEPANT
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEantagonistCHEMBL2178422RIMEGEPANT
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEBMS-927711RIMEGEPANT
10203CALCRLG PROTEIN COUPLED RECEPTOR, DRUGGABLE GENOMEBI-44370 TA
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