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: BEND6

Gene summary for BEND6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BEND6

Gene ID

221336

Gene nameBEN domain containing 6
Gene AliasC6orf65
Cytomap6p12.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q5SZJ8


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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
221336BEND6P2T-EHumanEsophagusESCC1.66e-029.22e-020.1177
221336BEND6P4T-EHumanEsophagusESCC2.81e-072.03e-010.1323
221336BEND6P9T-EHumanEsophagusESCC8.38e-031.01e-010.1131
221336BEND6P10T-EHumanEsophagusESCC8.56e-122.17e-010.116
221336BEND6P11T-EHumanEsophagusESCC9.07e-041.62e-010.1426
221336BEND6P15T-EHumanEsophagusESCC5.26e-039.91e-020.1149
221336BEND6P21T-EHumanEsophagusESCC4.30e-101.95e-010.1617
221336BEND6P22T-EHumanEsophagusESCC7.90e-038.94e-020.1236
221336BEND6P26T-EHumanEsophagusESCC9.53e-091.63e-010.1276
221336BEND6P27T-EHumanEsophagusESCC1.96e-051.21e-010.1055
221336BEND6P28T-EHumanEsophagusESCC1.88e-041.20e-010.1149
221336BEND6P31T-EHumanEsophagusESCC7.90e-031.01e-010.1251
221336BEND6P32T-EHumanEsophagusESCC8.40e-041.03e-010.1666
221336BEND6P37T-EHumanEsophagusESCC2.47e-112.66e-010.1371
221336BEND6P40T-EHumanEsophagusESCC6.35e-031.83e-010.109
221336BEND6P44T-EHumanEsophagusESCC6.93e-041.56e-010.1096
221336BEND6P49T-EHumanEsophagusESCC5.57e-057.21e-010.1768
221336BEND6P52T-EHumanEsophagusESCC3.89e-122.49e-010.1555
221336BEND6P56T-EHumanEsophagusESCC6.66e-054.55e-010.1613
221336BEND6P61T-EHumanEsophagusESCC6.37e-051.56e-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:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:0045746EsophagusESCCnegative regulation of Notch signaling pathway28/855236/187238.62e-056.22e-0428
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:000721915ThyroidATCNotch signaling pathway79/6293172/187235.08e-042.96e-0379
GO:00085937ThyroidATCregulation of Notch signaling pathway43/629395/187231.19e-024.22e-0243
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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
BEND6SNVMissense_Mutationc.331N>Ap.Leu111Metp.L111MQ5SZJ8protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
BEND6SNVMissense_Mutationc.569N>Gp.Gln190Argp.Q190RQ5SZJ8protein_codingdeleterious(0)probably_damaging(0.982)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
BEND6SNVMissense_Mutationc.827N>Gp.Gln276Argp.Q276RQ5SZJ8protein_codingtolerated_low_confidence(0.12)benign(0.037)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BEND6SNVMissense_Mutationnovelc.226N>Cp.Ser76Argp.S76RQ5SZJ8protein_codingdeleterious_low_confidence(0.01)benign(0.017)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
BEND6SNVMissense_Mutationnovelc.50N>Tp.Arg17Ilep.R17IQ5SZJ8protein_codingtolerated_low_confidence(0.07)benign(0.202)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
BEND6SNVMissense_Mutationc.718N>Gp.Thr240Alap.T240AQ5SZJ8protein_codingdeleterious(0.03)probably_damaging(0.989)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
BEND6SNVMissense_Mutationnovelc.668N>Ap.Ala223Aspp.A223DQ5SZJ8protein_codingtolerated(0.36)possibly_damaging(0.9)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BEND6SNVMissense_Mutationrs752940502c.38N>Tp.Thr13Ilep.T13IQ5SZJ8protein_codingtolerated_low_confidence(0.31)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BEND6SNVMissense_Mutationrs564440830c.410N>Gp.Asn137Serp.N137SQ5SZJ8protein_codingtolerated_low_confidence(0.48)benign(0.009)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
BEND6SNVMissense_Mutationc.81N>Ap.Met27Ilep.M27IQ5SZJ8protein_codingtolerated_low_confidence(1)benign(0)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<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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