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: BIVM

Gene summary for BIVM

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BIVM

Gene ID

54841

Gene namebasic, immunoglobulin-like variable motif containing
Gene AliasBIVM
Cytomap13q33.1
Gene Typeprotein-coding
GO ID

GO:0005575

UniProtAcc

Q86UB2


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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
54841BIVMHTA11_3410_2000001011HumanColorectumAD7.98e-031.08e-010.0155
54841BIVMHTA11_2487_2000001011HumanColorectumSER3.87e-021.26e-01-0.1808
54841BIVMHTA11_1938_2000001011HumanColorectumAD8.58e-133.82e-01-0.0811
54841BIVMHTA11_78_2000001011HumanColorectumAD6.85e-153.72e-01-0.1088
54841BIVMHTA11_347_2000001011HumanColorectumAD1.27e-244.42e-01-0.1954
54841BIVMHTA11_3361_2000001011HumanColorectumAD5.46e-031.57e-01-0.1207
54841BIVMHTA11_83_2000001011HumanColorectumSER8.73e-042.04e-01-0.1526
54841BIVMHTA11_696_2000001011HumanColorectumAD3.83e-122.54e-01-0.1464
54841BIVMHTA11_866_2000001011HumanColorectumAD9.63e-081.81e-01-0.1001
54841BIVMHTA11_1391_2000001011HumanColorectumAD5.72e-122.91e-01-0.059
54841BIVMHTA11_2992_2000001011HumanColorectumSER1.09e-022.63e-01-0.1706
54841BIVMHTA11_5212_2000001011HumanColorectumAD2.28e-021.93e-01-0.2061
54841BIVMHTA11_546_2000001011HumanColorectumAD4.83e-053.33e-01-0.0842
54841BIVMHTA11_7862_2000001011HumanColorectumAD1.12e-062.70e-01-0.0179
54841BIVMHTA11_866_3004761011HumanColorectumAD9.76e-051.54e-010.096
54841BIVMHTA11_4255_2000001011HumanColorectumSER3.22e-053.08e-010.0446
54841BIVMHTA11_10623_2000001011HumanColorectumAD6.46e-073.17e-01-0.0177
54841BIVMHTA11_10711_2000001011HumanColorectumAD2.62e-062.12e-010.0338
54841BIVMHTA11_7696_3000711011HumanColorectumAD8.94e-112.48e-010.0674
54841BIVMHTA11_6818_2000001021HumanColorectumAD6.03e-041.82e-010.0588
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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.

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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
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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
BIVMSNVMissense_Mutationnovelc.706C>Gp.Pro236Alap.P236AQ86UB2protein_codingtolerated(0.07)probably_damaging(0.997)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
BIVMSNVMissense_Mutationc.235G>Tp.Ala79Serp.A79SQ86UB2protein_codingdeleterious_low_confidence(0)possibly_damaging(0.52)TCGA-E9-A1RF-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
BIVMSNVMissense_Mutationnovelc.1498G>Ap.Asp500Asnp.D500NQ86UB2protein_codingtolerated_low_confidence(0.37)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BIVMSNVMissense_Mutationc.487A>Gp.Lys163Glup.K163EQ86UB2protein_codingdeleterious(0.04)benign(0.385)TCGA-EA-A3HT-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
BIVMSNVMissense_Mutationc.430G>Cp.Asp144Hisp.D144HQ86UB2protein_codingdeleterious(0)probably_damaging(0.999)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
BIVMSNVMissense_Mutationrs764054526c.262N>Gp.Pro88Alap.P88AQ86UB2protein_codingtolerated_low_confidence(1)benign(0)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BIVMSNVMissense_Mutationc.65N>Cp.Arg22Thrp.R22TQ86UB2protein_codingtolerated_low_confidence(0.26)benign(0)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BIVMSNVMissense_Mutationc.1040N>Ap.Gly347Glup.G347EQ86UB2protein_codingtolerated(0.18)possibly_damaging(0.817)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
BIVMSNVMissense_Mutationnovelc.521A>Cp.Lys174Thrp.K174TQ86UB2protein_codingtolerated(0.06)benign(0.381)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
BIVMSNVMissense_Mutationc.1324N>Gp.Pro442Alap.P442AQ86UB2protein_codingtolerated_low_confidence(0.26)benign(0.003)TCGA-AA-A004-01Colorectumcolon 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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