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: BIRC3

Gene summary for BIRC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BIRC3

Gene ID

330

Gene namebaculoviral IAP repeat containing 3
Gene AliasAIP1
Cytomap11q22.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q13489


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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
330BIRC3GSM4909281HumanBreastIDC8.09e-21-6.13e-010.21
330BIRC3GSM4909282HumanBreastIDC3.39e-07-4.62e-01-0.0288
330BIRC3GSM4909285HumanBreastIDC1.16e-12-6.05e-010.21
330BIRC3GSM4909286HumanBreastIDC2.73e-28-6.41e-010.1081
330BIRC3GSM4909290HumanBreastIDC4.91e-13-6.01e-010.2096
330BIRC3GSM4909291HumanBreastIDC4.48e-11-6.02e-010.1753
330BIRC3GSM4909293HumanBreastIDC1.00e-16-5.82e-010.1581
330BIRC3GSM4909294HumanBreastIDC8.02e-19-5.79e-010.2022
330BIRC3GSM4909296HumanBreastIDC2.46e-15-5.71e-010.1524
330BIRC3GSM4909297HumanBreastIDC1.25e-20-6.04e-010.1517
330BIRC3GSM4909298HumanBreastIDC1.13e-13-5.47e-010.1551
330BIRC3GSM4909301HumanBreastIDC1.32e-20-6.23e-010.1577
330BIRC3GSM4909302HumanBreastIDC3.96e-09-4.92e-010.1545
330BIRC3GSM4909304HumanBreastIDC4.38e-24-6.23e-010.1636
330BIRC3GSM4909306HumanBreastIDC1.29e-18-5.81e-010.1564
330BIRC3GSM4909307HumanBreastIDC5.38e-22-6.26e-010.1569
330BIRC3GSM4909308HumanBreastIDC2.08e-12-5.65e-010.158
330BIRC3GSM4909309HumanBreastIDC7.74e-09-5.15e-010.0483
330BIRC3GSM4909311HumanBreastIDC6.10e-23-6.26e-010.1534
330BIRC3GSM4909312HumanBreastIDC1.11e-28-6.37e-010.1552
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:00525479BreastPrecancerregulation of peptidase activity71/1080461/187232.72e-146.94e-1271
GO:00525489BreastPrecancerregulation of endopeptidase activity67/1080432/187231.06e-132.36e-1167
GO:20001169BreastPrecancerregulation of cysteine-type endopeptidase activity43/1080235/187231.30e-111.83e-0943
GO:00432819BreastPrecancerregulation of cysteine-type endopeptidase activity involved in apoptotic process40/1080209/187231.59e-112.07e-0940
GO:00458619BreastPrecancernegative regulation of proteolysis50/1080351/187232.99e-092.39e-0750
GO:19033209BreastPrecancerregulation of protein modification by small protein conjugation or removal38/1080242/187231.71e-081.17e-0638
GO:00513468BreastPrecancernegative regulation of hydrolase activity50/1080379/187233.85e-082.34e-0650
GO:00313969BreastPrecancerregulation of protein ubiquitination33/1080210/187231.45e-077.82e-0633
GO:00104668BreastPrecancernegative regulation of peptidase activity38/1080262/187231.46e-077.82e-0638
GO:00109519BreastPrecancernegative regulation of endopeptidase activity37/1080252/187231.55e-078.05e-0637
GO:20001179BreastPrecancernegative regulation of cysteine-type endopeptidase activity19/108086/187233.36e-071.58e-0519
GO:00431548BreastPrecancernegative regulation of cysteine-type endopeptidase activity involved in apoptotic process17/108078/187231.69e-066.08e-0517
GO:0050727BreastPrecancerregulation of inflammatory response44/1080386/187231.26e-053.22e-0444
GO:00713568BreastPrecancercellular response to tumor necrosis factor28/1080229/187231.42e-042.45e-0328
GO:00346128BreastPrecancerresponse to tumor necrosis factor29/1080253/187233.32e-044.70e-0329
GO:0010939BreastPrecancerregulation of necrotic cell death9/108042/187235.42e-046.97e-039
GO:0070265BreastPrecancernecrotic cell death11/108062/187237.54e-049.01e-0311
GO:00305228BreastPrecancerintracellular receptor signaling pathway27/1080265/187232.99e-032.57e-0227
GO:00072496BreastPrecancerI-kappaB kinase/NF-kappaB signaling27/1080281/187236.58e-034.53e-0227
GO:005254714BreastIDCregulation of peptidase activity96/1434461/187237.58e-206.15e-1796
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0513218BreastPrecancerSalmonella infection49/684249/84652.92e-096.15e-084.71e-0849
hsa042108BreastPrecancerApoptosis25/684136/84657.61e-056.87e-045.26e-0425
hsa0513219BreastPrecancerSalmonella infection49/684249/84652.92e-096.15e-084.71e-0849
hsa0421013BreastPrecancerApoptosis25/684136/84657.61e-056.87e-045.26e-0425
hsa0513224BreastIDCSalmonella infection55/867249/84652.07e-084.49e-073.36e-0755
hsa0421022BreastIDCApoptosis31/867136/84651.34e-051.61e-041.20e-0431
hsa045109BreastIDCFocal adhesion32/867203/84658.60e-034.23e-023.17e-0232
hsa0513234BreastIDCSalmonella infection55/867249/84652.07e-084.49e-073.36e-0755
hsa0421032BreastIDCApoptosis31/867136/84651.34e-051.61e-041.20e-0431
hsa0451013BreastIDCFocal adhesion32/867203/84658.60e-034.23e-023.17e-0232
hsa0513243BreastDCISSalmonella infection55/846249/84658.71e-091.87e-071.38e-0755
hsa0421041BreastDCISApoptosis29/846136/84655.92e-055.97e-044.40e-0429
hsa0513253BreastDCISSalmonella infection55/846249/84658.71e-091.87e-071.38e-0755
hsa0421051BreastDCISApoptosis29/846136/84655.92e-055.97e-044.40e-0429
hsa0513220CervixCCSalmonella infection74/1267249/84651.33e-092.54e-081.50e-0874
hsa0412014CervixCCUbiquitin mediated proteolysis49/1267142/84654.26e-097.68e-084.54e-0849
hsa0451010CervixCCFocal adhesion59/1267203/84651.53e-071.84e-061.09e-0659
hsa042109CervixCCApoptosis36/1267136/84653.21e-041.68e-039.91e-0436
hsa043908CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa05132110CervixCCSalmonella infection74/1267249/84651.33e-092.54e-081.50e-0874
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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
BIRC3SNVMissense_Mutationnovelc.410N>Gp.Ser137Cysp.S137CQ13489protein_codingdeleterious(0.01)possibly_damaging(0.827)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
BIRC3SNVMissense_Mutationnovelc.250N>Ap.Glu84Lysp.E84KQ13489protein_codingdeleterious(0.05)possibly_damaging(0.85)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BIRC3SNVMissense_Mutationnovelc.724N>Cp.Thr242Prop.T242PQ13489protein_codingtolerated(0.08)benign(0.16)TCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
BIRC3SNVMissense_Mutationnovelc.565N>Gp.Leu189Valp.L189VQ13489protein_codingdeleterious(0.03)possibly_damaging(0.764)TCGA-E9-A5UP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
BIRC3insertionNonsense_Mutationnovelc.906_907insATATCCTAAATTCCCTp.Glu303IlefsTer3p.E303Ifs*3Q13489protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
BIRC3insertionFrame_Shift_Insnovelc.723_724insTp.Thr242TyrfsTer8p.T242Yfs*8Q13489protein_codingTCGA-AR-A0TU-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificDoxorubicinSD
BIRC3SNVMissense_Mutationc.433N>Gp.Pro145Alap.P145AQ13489protein_codingtolerated(0.05)benign(0.077)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
BIRC3SNVMissense_Mutationc.343N>Gp.Ser115Alap.S115AQ13489protein_codingtolerated(0.85)benign(0.005)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BIRC3SNVMissense_Mutationrs145025961c.1414N>Ap.Gly472Argp.G472RQ13489protein_codingtolerated(0.65)benign(0.003)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BIRC3SNVMissense_Mutationc.832N>Cp.Ser278Argp.S278RQ13489protein_codingtolerated(0.58)benign(0.119)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORinhibitor252827512CHEMBL481422
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORantagonist223366043
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORAT-406AT-40625520882
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORantagonist223366065CHEMBL504559
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORPMID25980951-Compound-27
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORantagonistAT-406AT-406
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORPMID25980951-Compound-1
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORHGS1029
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORBESTATIN METHYL ESTERBESTATIN METHYL ESTER18448338
330BIRC3CLINICALLY ACTIONABLE, ENZYME, DRUGGABLE GENOME, KINASE, TUMOR SUPPRESSORPMID25980951-Compound-44
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