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: BOD1

Gene summary for BOD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BOD1

Gene ID

91272

Gene namebiorientation of chromosomes in cell division 1
Gene AliasFAM44B
Cytomap5q35.2
Gene Typeprotein-coding
GO ID

GO:0000070

UniProtAcc

Q96IK1


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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
91272BOD1LZE20THumanEsophagusESCC2.13e-02-1.03e-020.0662
91272BOD1LZE24THumanEsophagusESCC2.11e-143.75e-010.0596
91272BOD1P1T-EHumanEsophagusESCC5.36e-053.55e-010.0875
91272BOD1P2T-EHumanEsophagusESCC7.26e-611.04e+000.1177
91272BOD1P4T-EHumanEsophagusESCC4.24e-296.81e-010.1323
91272BOD1P5T-EHumanEsophagusESCC5.25e-275.98e-010.1327
91272BOD1P8T-EHumanEsophagusESCC3.65e-192.17e-010.0889
91272BOD1P9T-EHumanEsophagusESCC9.49e-101.99e-010.1131
91272BOD1P10T-EHumanEsophagusESCC2.41e-569.80e-010.116
91272BOD1P11T-EHumanEsophagusESCC2.07e-147.44e-010.1426
91272BOD1P12T-EHumanEsophagusESCC2.21e-275.49e-010.1122
91272BOD1P15T-EHumanEsophagusESCC1.99e-288.01e-010.1149
91272BOD1P16T-EHumanEsophagusESCC3.72e-356.23e-010.1153
91272BOD1P17T-EHumanEsophagusESCC9.67e-094.36e-010.1278
91272BOD1P20T-EHumanEsophagusESCC1.18e-172.57e-010.1124
91272BOD1P21T-EHumanEsophagusESCC5.18e-164.31e-010.1617
91272BOD1P22T-EHumanEsophagusESCC2.91e-518.73e-010.1236
91272BOD1P23T-EHumanEsophagusESCC5.79e-288.10e-010.108
91272BOD1P24T-EHumanEsophagusESCC6.72e-212.64e-010.1287
91272BOD1P26T-EHumanEsophagusESCC5.74e-376.96e-010.1276
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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
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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:0010563ColorectumADnegative regulation of phosphorus metabolic process130/3918442/187231.26e-052.76e-04130
GO:0045936ColorectumADnegative regulation of phosphate metabolic process129/3918441/187231.81e-053.76e-04129
GO:0016311ColorectumADdephosphorylation123/3918417/187231.84e-053.82e-04123
GO:0006470ColorectumADprotein dephosphorylation88/3918281/187232.56e-054.89e-0488
GO:0035303ColorectumADregulation of dephosphorylation46/3918128/187236.20e-051.04e-0346
GO:0035304ColorectumADregulation of protein dephosphorylation33/391890/187234.23e-044.77e-0333
GO:0010921ColorectumADregulation of phosphatase activity30/391884/187231.24e-031.09e-0230
GO:0043666ColorectumADregulation of phosphoprotein phosphatase activity21/391858/187235.25e-033.47e-0221
GO:0035308ColorectumADnegative regulation of protein dephosphorylation14/391834/187235.86e-033.69e-0214
GO:00105632ColorectumMSSnegative regulation of phosphorus metabolic process118/3467442/187231.18e-052.77e-04118
GO:00459362ColorectumMSSnegative regulation of phosphate metabolic process117/3467441/187231.74e-053.84e-04117
GO:00353032ColorectumMSSregulation of dephosphorylation41/3467128/187231.64e-042.33e-0341
GO:00353042ColorectumMSSregulation of protein dephosphorylation30/346790/187235.58e-046.19e-0330
GO:00064702ColorectumMSSprotein dephosphorylation73/3467281/187231.15e-031.12e-0273
GO:00163112ColorectumMSSdephosphorylation101/3467417/187231.98e-031.70e-02101
GO:00513461ColorectumMSSnegative regulation of hydrolase activity92/3467379/187232.85e-032.22e-0292
GO:00109212ColorectumMSSregulation of phosphatase activity26/346784/187234.06e-032.95e-0226
GO:00436662ColorectumMSSregulation of phosphoprotein phosphatase activity19/346758/187236.69e-034.38e-0219
GO:00163113ColorectumFAPdephosphorylation95/2622417/187237.07e-073.32e-0595
GO:00064704ColorectumFAPprotein dephosphorylation69/2622281/187231.47e-066.39e-0569
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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
BOD1SNVMissense_Mutationnovelc.530N>Ap.Pro177Hisp.P177HQ96IK1protein_codingdeleterious(0)benign(0.293)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
BOD1SNVMissense_Mutationnovelc.206G>Ap.Arg69Hisp.R69HQ96IK1protein_codingdeleterious(0.01)probably_damaging(0.974)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BOD1SNVMissense_Mutationnovelc.527N>Gp.Asp176Glyp.D176GQ96IK1protein_codingdeleterious(0.01)benign(0)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
BOD1SNVMissense_Mutationnovelc.327N>Ap.Asn109Lysp.N109KQ96IK1protein_codingdeleterious(0.01)probably_damaging(0.962)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BOD1SNVMissense_Mutationrs747435012c.517N>Ap.Glu173Lysp.E173KQ96IK1protein_codingtolerated(0.08)benign(0.089)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BOD1SNVMissense_Mutationrs758005393c.254N>Cp.Leu85Prop.L85PQ96IK1protein_codingdeleterious(0.02)benign(0.333)TCGA-BG-A0VZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinCR
BOD1SNVMissense_Mutationrs565588980c.541T>Ap.Ser181Thrp.S181TQ96IK1protein_codingtolerated(0.09)benign(0.014)TCGA-D1-A175-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
BOD1SNVMissense_Mutationnovelc.425N>Gp.Asn142Serp.N142SQ96IK1protein_codingtolerated(0.13)possibly_damaging(0.518)TCGA-BC-A8YO-01Liverliver hepatocellular carcinomaFemale>=65III/IVTargeted Molecular therapysorafenibPD
BOD1SNVMissense_Mutationnovelc.505N>Ap.Pro169Thrp.P169TQ96IK1protein_codingtolerated(0.05)possibly_damaging(0.469)TCGA-18-3419-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
BOD1insertionFrame_Shift_Insnovelc.486dupAp.Ala163SerfsTer34p.A163Sfs*34Q96IK1protein_codingTCGA-VQ-A94U-01Stomachstomach adenocarcinomaMale>=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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