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: XAF1

Gene summary for XAF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

XAF1

Gene ID

54739

Gene nameXIAP associated factor 1
Gene AliasBIRC4BP
Cytomap17p13.1
Gene Typeprotein-coding
GO ID

GO:0006915

UniProtAcc

Q6GPH4


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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
54739XAF1LZE4THumanEsophagusESCC2.98e-042.24e-010.0811
54739XAF1LZE5THumanEsophagusESCC4.07e-065.39e-010.0514
54739XAF1LZE8THumanEsophagusESCC1.13e-052.60e-010.067
54739XAF1LZE20THumanEsophagusESCC8.96e-176.27e-010.0662
54739XAF1LZE22THumanEsophagusESCC3.08e-043.16e-010.068
54739XAF1LZE24THumanEsophagusESCC1.40e-551.65e+000.0596
54739XAF1LZE21THumanEsophagusESCC2.18e-065.93e-010.0655
54739XAF1LZE6THumanEsophagusESCC1.94e-042.94e-010.0845
54739XAF1P1T-EHumanEsophagusESCC9.70e-161.12e+000.0875
54739XAF1P2T-EHumanEsophagusESCC1.61e-751.51e+000.1177
54739XAF1P4T-EHumanEsophagusESCC2.14e-113.11e-010.1323
54739XAF1P5T-EHumanEsophagusESCC1.17e-143.54e-010.1327
54739XAF1P8T-EHumanEsophagusESCC3.79e-429.57e-010.0889
54739XAF1P9T-EHumanEsophagusESCC1.15e-561.47e+000.1131
54739XAF1P11T-EHumanEsophagusESCC6.46e-431.62e+000.1426
54739XAF1P12T-EHumanEsophagusESCC3.60e-021.50e-010.1122
54739XAF1P15T-EHumanEsophagusESCC1.18e-154.44e-010.1149
54739XAF1P17T-EHumanEsophagusESCC9.02e-241.03e+000.1278
54739XAF1P20T-EHumanEsophagusESCC2.35e-358.93e-010.1124
54739XAF1P21T-EHumanEsophagusESCC1.61e-336.28e-010.1617
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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
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
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:00354566Oral cavityOSCCresponse to interferon-beta20/730532/187236.05e-032.28e-0220
GO:003545612Oral cavityLPresponse to interferon-beta16/462332/187231.73e-031.32e-0216
GO:003545621Oral cavityEOLPresponse to interferon-beta12/221832/187231.71e-041.78e-0312
GO:003545631Oral cavityNEOLPresponse to interferon-beta13/200532/187231.14e-052.10e-0413
GO:00354565ProstateBPHresponse to interferon-beta12/310732/187233.66e-031.85e-0212
GO:003545611ProstateTumorresponse to interferon-beta12/324632/187235.30e-032.54e-0212
GO:00354567SkincSCCresponse to interferon-beta16/486432/187233.04e-031.67e-0216
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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
XAF1SNVMissense_Mutationnovelc.376N>Gp.Gln126Glup.Q126EQ6GPH4protein_codingtolerated(0.15)benign(0.175)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
XAF1SNVMissense_Mutationrs774538537c.859C>Tp.Arg287Trpp.R287WQ6GPH4protein_codingtolerated(0.05)benign(0)TCGA-EW-A1OV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyepirubicinSD
XAF1SNVMissense_Mutationc.829N>Tp.Pro277Serp.P277SQ6GPH4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
XAF1SNVMissense_Mutationnovelc.653N>Gp.Asn218Serp.N218SQ6GPH4protein_codingtolerated(0.23)benign(0.022)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
XAF1SNVMissense_Mutationrs778052611c.564N>Tp.Glu188Aspp.E188DQ6GPH4protein_codingtolerated(0.49)benign(0)TCGA-CM-5348-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
XAF1SNVMissense_Mutationnovelc.28N>Tp.Asn10Tyrp.N10YQ6GPH4protein_codingtolerated(0.05)possibly_damaging(0.724)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
XAF1SNVMissense_Mutationnovelc.544T>Cp.Phe182Leup.F182LQ6GPH4protein_codingtolerated(0.64)benign(0.003)TCGA-AJ-A23O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
XAF1SNVMissense_Mutationnovelc.608C>Ap.Thr203Asnp.T203NQ6GPH4protein_codingdeleterious(0.01)benign(0.444)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
XAF1SNVMissense_Mutationnovelc.889G>Tp.Val297Leup.V297LQ6GPH4protein_codingtolerated(0.09)benign(0.06)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
XAF1SNVMissense_Mutationnovelc.172N>Ap.Gly58Argp.G58RQ6GPH4protein_codingtolerated(0.66)benign(0.015)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/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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