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: CRACR2B

Gene summary for CRACR2B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CRACR2B

Gene ID

283229

Gene namecalcium release activated channel regulator 2B
Gene AliasEFCAB4A
Cytomap11p15.5
Gene Typeprotein-coding
GO ID

GO:0002115

UniProtAcc

Q8N4Y2


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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
283229CRACR2BGSM4909282HumanBreastIDC2.02e-08-2.79e-01-0.0288
283229CRACR2BGSM4909285HumanBreastIDC4.00e-02-4.95e-020.21
283229CRACR2BGSM4909286HumanBreastIDC1.41e-02-1.29e-010.1081
283229CRACR2BGSM4909293HumanBreastIDC1.46e-144.00e-010.1581
283229CRACR2BGSM4909296HumanBreastIDC1.54e-04-1.61e-010.1524
283229CRACR2BGSM4909297HumanBreastIDC2.98e-04-2.03e-010.1517
283229CRACR2BGSM4909302HumanBreastIDC3.16e-084.06e-010.1545
283229CRACR2BGSM4909305HumanBreastIDC1.27e-032.32e-010.0436
283229CRACR2BGSM4909311HumanBreastIDC6.31e-15-2.59e-010.1534
283229CRACR2BGSM4909312HumanBreastIDC1.45e-05-1.69e-010.1552
283229CRACR2BGSM4909315HumanBreastIDC4.44e-136.03e-010.21
283229CRACR2BGSM4909316HumanBreastIDC5.17e-065.15e-010.21
283229CRACR2BGSM4909317HumanBreastIDC1.22e-104.04e-010.1355
283229CRACR2BGSM4909318HumanBreastIDC3.35e-045.13e-010.2031
283229CRACR2BGSM4909319HumanBreastIDC9.97e-363.53e-010.1563
283229CRACR2BGSM4909321HumanBreastIDC2.11e-276.49e-010.1559
283229CRACR2Bbrca1HumanBreastPrecancer1.89e-06-3.31e-01-0.0338
283229CRACR2Bbrca3HumanBreastPrecancer9.22e-03-1.99e-01-0.0263
283229CRACR2Bbrca10HumanBreastPrecancer3.24e-02-2.96e-01-0.0029
283229CRACR2BNCCBC14HumanBreastDCIS2.31e-03-1.45e-010.2021
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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
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
∗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:00109596BreastPrecancerregulation of metal ion transport37/1080406/187234.07e-033.22e-0237
GO:001095913BreastIDCregulation of metal ion transport52/1434406/187231.76e-042.97e-0352
GO:0051924BreastIDCregulation of calcium ion transport32/1434255/187233.94e-033.22e-0232
GO:001095921BreastDCISregulation of metal ion transport50/1390406/187232.86e-044.22e-0350
GO:0010959ColorectumFAPregulation of metal ion transport83/2622406/187232.06e-042.96e-0383
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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
CRACR2BSNVMissense_Mutationc.328N>Tp.Pro110Serp.P110SQ8N4Y2protein_codingtolerated(0.42)benign(0.003)TCGA-D8-A1JA-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
CRACR2BinsertionFrame_Shift_Insnovelc.539_540insAp.Arg181ThrfsTer171p.R181Tfs*171Q8N4Y2protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CRACR2BSNVMissense_Mutationc.229C>Tp.Arg77Trpp.R77WQ8N4Y2protein_codingdeleterious(0)benign(0.406)TCGA-EK-A2RB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CRACR2BSNVMissense_Mutationc.775C>Tp.Arg259Trpp.R259WQ8N4Y2protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CRACR2BSNVMissense_Mutationc.496C>Tp.Arg166Cysp.R166CQ8N4Y2protein_codingdeleterious(0)possibly_damaging(0.855)TCGA-A6-5661-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CRACR2BSNVMissense_Mutationc.101N>Tp.Ala34Valp.A34VQ8N4Y2protein_codingdeleterious(0)possibly_damaging(0.789)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CRACR2BSNVMissense_Mutationc.184C>Tp.Pro62Serp.P62SQ8N4Y2protein_codingdeleterious(0)possibly_damaging(0.553)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CRACR2BSNVMissense_Mutationc.292G>Ap.Val98Metp.V98MQ8N4Y2protein_codingdeleterious(0.01)benign(0.164)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CRACR2BSNVMissense_Mutationc.635N>Ap.Arg212Hisp.R212HQ8N4Y2protein_codingdeleterious(0)probably_damaging(0.995)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CRACR2BdeletionFrame_Shift_Delc.439delGp.Val147TrpfsTer11p.V147Wfs*11Q8N4Y2protein_codingTCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=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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