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: B9D2

Gene summary for B9D2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

B9D2

Gene ID

80776

Gene nameB9 domain containing 2
Gene AliasICIS-1
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q9BPU9


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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
80776B9D2LN22HumanOral cavityOSCC2.23e-078.75e-010.1733
80776B9D2LN38HumanOral cavityOSCC4.77e-036.47e-010.168
80776B9D2LN46HumanOral cavityOSCC4.74e-032.23e-010.1666
80776B9D2LP15HumanOral cavityLP2.74e-047.06e-010.2174
80776B9D2SYSMH2HumanOral cavityOSCC4.69e-031.39e-010.2326
80776B9D2SYSMH3HumanOral cavityOSCC1.08e-021.60e-010.2442
80776B9D2PTC01HumanThyroidPTC3.78e-056.15e-020.1899
80776B9D2PTC06HumanThyroidPTC1.16e-041.48e-010.2057
80776B9D2PTC07HumanThyroidPTC8.31e-071.33e-010.2044
80776B9D2ATC13HumanThyroidATC2.39e-429.69e-010.34
80776B9D2ATC2HumanThyroidATC4.91e-045.19e-010.34
80776B9D2ATC5HumanThyroidATC5.59e-471.04e+000.34
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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
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
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
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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
B9D2SNVMissense_Mutationc.202N>Gp.Lys68Glup.K68EQ9BPU9protein_codingdeleterious(0.01)possibly_damaging(0.753)TCGA-A8-A08J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
B9D2SNVMissense_Mutationrs777610654c.275C>Ap.Ala92Glup.A92EQ9BPU9protein_codingtolerated(0.22)benign(0.007)TCGA-C5-A7CO-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
B9D2SNVMissense_Mutationnovelc.335C>Tp.Thr112Metp.T112MQ9BPU9protein_codingdeleterious(0.01)possibly_damaging(0.679)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
B9D2SNVMissense_Mutationrs374581827c.359G>Ap.Arg120Glnp.R120QQ9BPU9protein_codingtolerated(0.35)benign(0.007)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
B9D2SNVMissense_Mutationrs761918700c.308N>Tp.Pro103Leup.P103LQ9BPU9protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
B9D2SNVMissense_Mutationc.4G>Ap.Ala2Thrp.A2TQ9BPU9protein_codingdeleterious(0)probably_damaging(0.979)TCGA-G4-6588-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
B9D2SNVMissense_Mutationnovelc.5N>Tp.Ala2Valp.A2VQ9BPU9protein_codingdeleterious(0)probably_damaging(0.979)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
B9D2SNVMissense_Mutationnovelc.271N>Ap.Leu91Ilep.L91IQ9BPU9protein_codingtolerated(0.23)benign(0.217)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
B9D2SNVMissense_Mutationnovelc.335N>Tp.Thr112Metp.T112MQ9BPU9protein_codingdeleterious(0.01)possibly_damaging(0.679)TCGA-AJ-A8CW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
B9D2SNVMissense_Mutationrs149500212c.443G>Ap.Arg148Hisp.R148HQ9BPU9protein_codingdeleterious(0.03)probably_damaging(0.911)TCGA-AP-A1DK-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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