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: BIRC7

Gene summary for BIRC7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BIRC7

Gene ID

79444

Gene namebaculoviral IAP repeat containing 7
Gene AliasKIAP
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0001654

UniProtAcc

Q96CA5


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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
79444BIRC7PTC03HumanThyroidPTC2.36e-177.57e-010.1784
79444BIRC7ATC2HumanThyroidATC3.71e-055.38e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:1903320113ThyroidPTCregulation of protein modification by small protein conjugation or removal148/5968242/187234.49e-218.10e-19148
GO:0031396113ThyroidPTCregulation of protein ubiquitination128/5968210/187233.06e-183.27e-16128
GO:190332210ThyroidPTCpositive regulation of protein modification by small protein conjugation or removal73/5968138/187232.34e-074.11e-0673
GO:00313989ThyroidPTCpositive regulation of protein ubiquitination63/5968119/187231.47e-062.08e-0563
GO:0043281113ThyroidPTCregulation of cysteine-type endopeptidase activity involved in apoptotic process99/5968209/187231.93e-062.64e-0599
GO:2000116113ThyroidPTCregulation of cysteine-type endopeptidase activity108/5968235/187233.99e-064.99e-05108
GO:0052547113ThyroidPTCregulation of peptidase activity191/5968461/187237.82e-069.02e-05191
GO:0052548113ThyroidPTCregulation of endopeptidase activity174/5968432/187231.20e-049.55e-04174
GO:0043154112ThyroidPTCnegative regulation of cysteine-type endopeptidase activity involved in apoptotic process40/596878/187232.83e-042.01e-0340
GO:2000117112ThyroidPTCnegative regulation of cysteine-type endopeptidase activity43/596886/187233.49e-042.40e-0343
GO:00718872ThyroidPTCleukocyte apoptotic process48/5968106/187232.58e-031.32e-0248
GO:0051346112ThyroidPTCnegative regulation of hydrolase activity146/5968379/187233.33e-031.62e-02146
GO:0045861113ThyroidPTCnegative regulation of proteolysis136/5968351/187233.54e-031.71e-02136
GO:190332034ThyroidATCregulation of protein modification by small protein conjugation or removal152/6293242/187239.76e-211.71e-18152
GO:003139634ThyroidATCregulation of protein ubiquitination132/6293210/187233.13e-183.98e-16132
GO:190332218ThyroidATCpositive regulation of protein modification by small protein conjugation or removal77/6293138/187236.67e-081.17e-0677
GO:003139818ThyroidATCpositive regulation of protein ubiquitination67/6293119/187232.95e-074.46e-0667
GO:004328133ThyroidATCregulation of cysteine-type endopeptidase activity involved in apoptotic process102/6293209/187233.61e-064.03e-05102
GO:005254734ThyroidATCregulation of peptidase activity200/6293461/187236.25e-066.52e-05200
GO:200011633ThyroidATCregulation of cysteine-type endopeptidase activity111/6293235/187239.41e-069.41e-05111
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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
BIRC7SNVMissense_Mutationnovelc.207G>Tp.Glu69Aspp.E69DQ96CA5protein_codingtolerated(0.26)benign(0.003)TCGA-AR-A2LK-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyanastrozolePD
BIRC7SNVMissense_Mutationc.409G>Ap.Gly137Argp.G137RQ96CA5protein_codingdeleterious(0.04)possibly_damaging(0.617)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BIRC7SNVMissense_Mutationrs748222291c.865N>Ap.Val289Ilep.V289IQ96CA5protein_codingtolerated(1)benign(0.009)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
BIRC7SNVMissense_Mutationrs190075934c.773N>Ap.Arg258Hisp.R258HQ96CA5protein_codingtolerated(0.13)benign(0.019)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
BIRC7SNVMissense_Mutationrs190075934c.773N>Ap.Arg258Hisp.R258HQ96CA5protein_codingtolerated(0.13)benign(0.019)TCGA-AA-3521-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BIRC7SNVMissense_Mutationrs376332500c.730N>Tp.Arg244Trpp.R244WQ96CA5protein_codingdeleterious(0)possibly_damaging(0.798)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
BIRC7SNVMissense_Mutationrs761744542c.415N>Ap.Asp139Asnp.D139NQ96CA5protein_codingdeleterious(0)probably_damaging(0.968)TCGA-CK-4952-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
BIRC7SNVMissense_Mutationrs61737394c.731N>Ap.Arg244Glnp.R244QQ96CA5protein_codingtolerated(0.29)benign(0.015)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
BIRC7SNVMissense_Mutationrs778417811c.179G>Ap.Arg60Glnp.R60QQ96CA5protein_codingtolerated(1)benign(0.019)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
BIRC7SNVMissense_Mutationnovelc.139N>Ap.Ala47Thrp.A47TQ96CA5protein_codingtolerated(0.53)benign(0.006)TCGA-BG-A222-01Endometriumuterine 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
79444BIRC7PROTEASE INHIBITOR, TUMOR SUPPRESSOR, DRUG RESISTANCEantagonist223366066GDC-0152
79444BIRC7PROTEASE INHIBITOR, TUMOR SUPPRESSOR, DRUG RESISTANCEantagonistAT-406AT-406
79444BIRC7PROTEASE INHIBITOR, TUMOR SUPPRESSOR, DRUG RESISTANCECISPLATINCISPLATIN23188704
79444BIRC7PROTEASE INHIBITOR, TUMOR SUPPRESSOR, DRUG RESISTANCEPMID25980951-Compound-6
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