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: CACNB3

Gene summary for CACNB3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CACNB3

Gene ID

784

Gene namecalcium voltage-gated channel auxiliary subunit beta 3
Gene AliasCAB3
Cytomap12q13.12
Gene Typeprotein-coding
GO ID

GO:0001508

UniProtAcc

P54284


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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
784CACNB3LZE24THumanEsophagusESCC5.94e-052.04e-010.0596
784CACNB3P1T-EHumanEsophagusESCC3.03e-072.44e-010.0875
784CACNB3P2T-EHumanEsophagusESCC1.84e-242.32e-010.1177
784CACNB3P4T-EHumanEsophagusESCC2.59e-111.55e-010.1323
784CACNB3P8T-EHumanEsophagusESCC1.32e-034.71e-020.0889
784CACNB3P9T-EHumanEsophagusESCC2.36e-026.49e-020.1131
784CACNB3P10T-EHumanEsophagusESCC4.76e-071.39e-010.116
784CACNB3P11T-EHumanEsophagusESCC1.73e-062.51e-010.1426
784CACNB3P12T-EHumanEsophagusESCC9.38e-172.36e-010.1122
784CACNB3P15T-EHumanEsophagusESCC1.89e-051.54e-010.1149
784CACNB3P16T-EHumanEsophagusESCC3.75e-081.43e-010.1153
784CACNB3P17T-EHumanEsophagusESCC8.50e-052.07e-010.1278
784CACNB3P19T-EHumanEsophagusESCC2.68e-032.35e-010.1662
784CACNB3P20T-EHumanEsophagusESCC2.62e-031.38e-010.1124
784CACNB3P21T-EHumanEsophagusESCC1.33e-171.31e-010.1617
784CACNB3P22T-EHumanEsophagusESCC1.05e-061.04e-010.1236
784CACNB3P23T-EHumanEsophagusESCC4.70e-021.04e-010.108
784CACNB3P24T-EHumanEsophagusESCC3.10e-121.99e-010.1287
784CACNB3P26T-EHumanEsophagusESCC3.99e-131.73e-010.1276
784CACNB3P27T-EHumanEsophagusESCC5.65e-152.05e-010.1055
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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
∗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:003238618EsophagusESCCregulation of intracellular transport243/8552337/187233.20e-237.25e-21243
GO:0006605111EsophagusESCCprotein targeting229/8552314/187234.93e-231.01e-20229
GO:1903829111EsophagusESCCpositive regulation of cellular protein localization199/8552276/187232.99e-193.45e-17199
GO:0033157110EsophagusESCCregulation of intracellular protein transport169/8552229/187233.31e-183.23e-16169
GO:0032388110EsophagusESCCpositive regulation of intracellular transport152/8552202/187237.89e-187.36e-16152
GO:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:009031617EsophagusESCCpositive regulation of intracellular protein transport122/8552160/187232.45e-151.49e-13122
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:0072659110EsophagusESCCprotein localization to plasma membrane193/8552284/187231.95e-141.03e-12193
GO:199077819EsophagusESCCprotein localization to cell periphery217/8552333/187234.08e-131.88e-11217
GO:0031668111EsophagusESCCcellular response to extracellular stimulus168/8552246/187234.93e-132.23e-11168
GO:0031669110EsophagusESCCcellular response to nutrient levels148/8552215/187234.58e-121.76e-10148
GO:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0070482111EsophagusESCCresponse to oxygen levels218/8552347/187236.91e-112.17e-09218
GO:0036293111EsophagusESCCresponse to decreased oxygen levels201/8552322/187238.37e-102.04e-08201
GO:190547519EsophagusESCCregulation of protein localization to membrane117/8552175/187231.14e-082.26e-07117
GO:0071453110EsophagusESCCcellular response to oxygen levels114/8552177/187233.63e-075.06e-06114
GO:0036294110EsophagusESCCcellular response to decreased oxygen levels105/8552161/187234.20e-075.73e-06105
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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
CACNB3SNVMissense_Mutationnovelc.1060G>Ap.Glu354Lysp.E354KP54284protein_codingdeleterious(0)possibly_damaging(0.7)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
CACNB3SNVMissense_Mutationc.1006A>Gp.Ile336Valp.I336VP54284protein_codingtolerated(0.13)possibly_damaging(0.826)TCGA-E9-A1N5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CACNB3SNVMissense_Mutationrs761197059c.135N>Cp.Glu45Aspp.E45DP54284protein_codingdeleterious(0.03)probably_damaging(0.987)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
CACNB3SNVMissense_Mutationrs761197059c.135N>Cp.Glu45Aspp.E45DP54284protein_codingdeleterious(0.03)probably_damaging(0.987)TCGA-C5-A3HL-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CACNB3SNVMissense_Mutationc.1015G>Ap.Glu339Lysp.E339KP54284protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-EK-A2RN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CACNB3SNVMissense_Mutationnovelc.1222G>Ap.Glu408Lysp.E408KP54284protein_codingtolerated_low_confidence(0.2)benign(0.04)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CACNB3SNVMissense_Mutationnovelc.1361N>Cp.Asp454Alap.D454AP54284protein_codingdeleterious_low_confidence(0)benign(0.026)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CACNB3SNVMissense_Mutationc.695N>Ap.Pro232Glnp.P232QP54284protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CACNB3SNVMissense_Mutationrs758647170c.743N>Tp.Ala248Valp.A248VP54284protein_codingdeleterious(0.04)probably_damaging(0.985)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
CACNB3SNVMissense_Mutationc.694N>Tp.Pro232Serp.P232SP54284protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
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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
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELmodulatorCHEMBL593430ATAGABALIN
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELVERAPAMILVERAPAMIL
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELARVERAPAMIL
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELmodulatorCHEMBL1059PREGABALIN
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELmodulatorCHEMBL2103836IMAGABALIN
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELmodulatorCHEMBL1628502GABAPENTIN ENACARBIL
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELblockerCHEMBL1200382BEPRIDIL HYDROCHLORIDE
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELcelecoxibCELECOXIB22336956
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELSAFINAMIDESAFINAMIDE
784CACNB3DRUGGABLE GENOME, TRANSCRIPTION FACTOR, ION CHANNELVERAPAMILVERAPAMIL
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