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: BCHE

Gene summary for BCHE

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCHE

Gene ID

590

Gene namebutyrylcholinesterase
Gene AliasBCHED
Cytomap3q26.1
Gene Typeprotein-coding
GO ID

GO:0001505

UniProtAcc

P06276


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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
590BCHEP2T-EHumanEsophagusESCC7.90e-031.18e-010.1177
590BCHEP10T-EHumanEsophagusESCC1.43e-428.10e-010.116
590BCHEP11T-EHumanEsophagusESCC9.07e-042.52e-010.1426
590BCHEP12T-EHumanEsophagusESCC7.90e-031.01e-010.1122
590BCHEP22T-EHumanEsophagusESCC1.66e-028.07e-020.1236
590BCHEP26T-EHumanEsophagusESCC9.20e-061.52e-010.1276
590BCHEP30T-EHumanEsophagusESCC4.84e-021.61e-010.137
590BCHEP32T-EHumanEsophagusESCC1.85e-184.01e-010.1666
590BCHEP37T-EHumanEsophagusESCC5.37e-051.69e-010.1371
590BCHEP40T-EHumanEsophagusESCC6.35e-031.42e-010.109
590BCHEP61T-EHumanEsophagusESCC3.65e-021.04e-010.099
590BCHEP62T-EHumanEsophagusESCC1.16e-214.38e-010.1302
590BCHEP74T-EHumanEsophagusESCC8.96e-185.31e-010.1479
590BCHEP89T-EHumanEsophagusESCC3.35e-023.46e-010.1752
590BCHEP107T-EHumanEsophagusESCC4.67e-061.52e-010.171
590BCHEHTA12-23-1HumanPancreasPDAC1.44e-055.53e-010.3405
590BCHEHTA12-25-1HumanPancreasPDAC3.07e-085.45e-010.313
590BCHEHTA12-26-1HumanPancreasPDAC7.59e-105.37e-010.3728
590BCHEHTA12-29-1HumanPancreasPDAC5.86e-195.00e-010.3722
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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:0031667111EsophagusESCCresponse to nutrient levels289/8552474/187239.25e-123.47e-10289
GO:0048545111EsophagusESCCresponse to steroid hormone204/8552339/187234.47e-088.11e-07204
GO:000758410EsophagusESCCresponse to nutrient114/8552174/187239.43e-081.56e-06114
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:00332734EsophagusESCCresponse to vitamin60/855293/187231.89e-041.21e-0360
GO:003196020EsophagusESCCresponse to corticosteroid95/8552167/187232.27e-039.99e-0395
GO:005138420EsophagusESCCresponse to glucocorticoid85/8552148/187232.60e-031.11e-0285
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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
BCHESNVMissense_Mutationc.1753T>Ap.Trp585Argp.W585RP06276protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
BCHESNVMissense_Mutationrs778566503c.1241N>Ap.Arg414Hisp.R414HP06276protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A7-A4SA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
BCHESNVMissense_Mutationc.799N>Ap.Ala267Thrp.A267TP06276protein_codingtolerated(0.1)possibly_damaging(0.679)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
BCHESNVMissense_Mutationnovelc.810N>Tp.Arg270Serp.R270SP06276protein_codingdeleterious(0)possibly_damaging(0.783)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
BCHESNVMissense_Mutationnovelc.386C>Tp.Ala129Valp.A129VP06276protein_codingtolerated(0.27)benign(0)TCGA-AO-A0JC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
BCHESNVMissense_Mutationc.1028C>Ap.Thr343Asnp.T343NP06276protein_codingtolerated(0.06)possibly_damaging(0.86)TCGA-C8-A131-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilCR
BCHESNVMissense_Mutationc.644N>Ap.Gly215Glup.G215EP06276protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
BCHESNVMissense_Mutationc.1124N>Tp.Arg375Ilep.R375IP06276protein_codingdeleterious(0)benign(0.153)TCGA-D8-A27E-01Breastbreast invasive carcinomaFemale>=65I/IIHormone Therapytamoxiphen+anastrazolumSD
BCHESNVMissense_Mutationc.317G>Tp.Gly106Valp.G106VP06276protein_codingdeleterious(0)probably_damaging(0.994)TCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
BCHEdeletionFrame_Shift_Delc.1586_1598delTAACCTTGAATACp.Leu529GlnfsTer6p.L529Qfs*6P06276protein_codingTCGA-E2-A15S-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
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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
590BCHEDRUGGABLE GENOME, ENZYMERVT-103+RVT-104
590BCHEDRUGGABLE GENOME, ENZYMErivastigmineRIVASTIGMINE18780301,25376930,17047484,12668920
590BCHEDRUGGABLE GENOME, ENZYMEIMMUNOTOXIN10198815
590BCHEDRUGGABLE GENOME, ENZYMEMEPTAZINOLMEPTAZINOL
590BCHEDRUGGABLE GENOME, ENZYMETetra-hydro-isoquinoline derivative 2
590BCHEDRUGGABLE GENOME, ENZYMESuccinylcholineSUXAMETHONIUM
590BCHEDRUGGABLE GENOME, ENZYMETetra-hydro-isoquinoline derivative 1
590BCHEDRUGGABLE GENOME, ENZYMERIVASTIGMINERIVASTIGMINE
590BCHEDRUGGABLE GENOME, ENZYMEISOFLUROPHATEISOFLUROPHATE
590BCHEDRUGGABLE GENOME, ENZYMEQuinazoline alkaloid derivative 1
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