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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: BBOX1

Gene summary for BBOX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BBOX1

Gene ID

8424

Gene namegamma-butyrobetaine hydroxylase 1
Gene AliasBBH
Cytomap11p14.2
Gene Typeprotein-coding
GO ID

GO:0006575

UniProtAcc

O75936


Top

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
8424BBOX1P2T-EHumanEsophagusESCC4.76e-052.26e-010.1177
8424BBOX1P8T-EHumanEsophagusESCC1.59e-142.46e-010.0889
8424BBOX1P9T-EHumanEsophagusESCC9.00e-173.83e-010.1131
8424BBOX1P39T-EHumanEsophagusESCC1.94e-478.70e-010.0894
8424BBOX1P62T-EHumanEsophagusESCC7.57e-053.21e-010.1302
8424BBOX1P79T-EHumanEsophagusESCC2.14e-041.55e-010.1154
8424BBOX1P89T-EHumanEsophagusESCC1.43e-166.44e-010.1752
8424BBOX1HCC1HumanLiverHCC4.21e-023.58e+000.5336
8424BBOX1HCC2HumanLiverHCC2.97e-113.68e+000.5341
8424BBOX1HCC5HumanLiverHCC1.49e-04-2.68e-020.4932
8424BBOX1Pt13.aHumanLiverHCC4.06e-02-1.21e-010.021
8424BBOX1Pt14.dHumanLiverHCC4.06e-02-1.21e-010.0143
Page: 1 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00065757EsophagusESCCcellular modified amino acid metabolic process112/8552188/187238.31e-056.06e-04112
GO:00423986EsophagusESCCcellular modified amino acid biosynthetic process34/855246/187239.39e-056.70e-0434
GO:000657521LiverHCCcellular modified amino acid metabolic process119/7958188/187236.47e-091.67e-07119
GO:004239821LiverHCCcellular modified amino acid biosynthetic process34/795846/187231.53e-051.67e-0434
GO:0006577LiverHCCamino-acid betaine metabolic process13/795817/187234.77e-032.02e-0213
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0031041LiverHCCLysine degradation47/402063/84651.02e-057.58e-054.22e-0547
hsa0031051LiverHCCLysine degradation47/402063/84651.02e-057.58e-054.22e-0547
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
BBOX1SNVMissense_Mutationnovelc.80N>Ap.Ser27Tyrp.S27YO75936protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BBOX1SNVMissense_Mutationc.523N>Gp.Thr175Alap.T175AO75936protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
BBOX1SNVMissense_Mutationc.526N>Gp.Phe176Valp.F176VO75936protein_codingdeleterious(0.02)benign(0.29)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
BBOX1SNVMissense_Mutationnovelc.811N>Tp.Val271Leup.V271LO75936protein_codingtolerated(0.93)benign(0)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BBOX1SNVMissense_Mutationnovelc.641T>Cp.Val214Alap.V214AO75936protein_codingtolerated(0.07)probably_damaging(0.977)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
BBOX1SNVMissense_Mutationnovelc.192N>Gp.Ile64Metp.I64MO75936protein_codingtolerated(0.13)benign(0.019)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
BBOX1SNVMissense_Mutationrs764375198c.1030N>Tp.Arg344Cysp.R344CO75936protein_codingdeleterious(0)probably_damaging(1)TCGA-D5-6932-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BBOX1SNVMissense_Mutationc.862N>Tp.Arg288Cysp.R288CO75936protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
BBOX1SNVMissense_Mutationc.526N>Gp.Phe176Valp.F176VO75936protein_codingdeleterious(0.02)benign(0.29)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
BBOX1insertionFrame_Shift_Insnovelc.813_814insGTTTTTGGp.Gln272ValfsTer10p.Q272Vfs*10O75936protein_codingTCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

Top

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
8424BBOX1DRUGGABLE GENOMEEBSELENEBSELEN25266780
8424BBOX1DRUGGABLE GENOMETHIRAMTHIRAM25266780
8424BBOX1DRUGGABLE GENOMEBENZENE SELENOIC ACIDBENZENE SELENOIC ACID25266780
Page: 1