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: OAF

Gene summary for OAF

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

OAF

Gene ID

220323

Gene nameout at first homolog
Gene AliasNS5ATP13TP2
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

NA

UniProtAcc

Q86UD1


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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
220323OAFHTA11_2487_2000001011HumanColorectumSER3.13e-115.92e-01-0.1808
220323OAFHTA11_78_2000001011HumanColorectumAD8.70e-043.80e-01-0.1088
220323OAFHTA11_347_2000001011HumanColorectumAD1.80e-299.14e-01-0.1954
220323OAFHTA11_411_2000001011HumanColorectumSER1.95e-041.01e+00-0.2602
220323OAFHTA11_2112_2000001011HumanColorectumSER9.16e-068.96e-01-0.2196
220323OAFHTA11_83_2000001011HumanColorectumSER9.16e-045.16e-01-0.1526
220323OAFHTA11_696_2000001011HumanColorectumAD2.17e-189.10e-01-0.1464
220323OAFHTA11_866_2000001011HumanColorectumAD3.25e-054.41e-01-0.1001
220323OAFHTA11_1391_2000001011HumanColorectumAD4.62e-125.63e-01-0.059
220323OAFHTA11_2992_2000001011HumanColorectumSER1.89e-027.18e-01-0.1706
220323OAFHTA11_4255_2000001011HumanColorectumSER3.07e-034.75e-010.0446
220323OAFHTA11_99999971662_82457HumanColorectumMSS2.15e-064.96e-010.3859
220323OAFHTA11_99999973899_84307HumanColorectumMSS2.92e-046.07e-010.2585
220323OAFA015-C-203HumanColorectumFAP8.52e-08-2.01e-01-0.1294
220323OAFA002-C-201HumanColorectumFAP3.26e-02-1.53e-010.0324
220323OAFA001-C-108HumanColorectumFAP2.00e-05-1.92e-01-0.0272
220323OAFA002-C-205HumanColorectumFAP6.44e-06-2.42e-01-0.1236
220323OAFA002-C-114HumanColorectumFAP2.24e-02-1.71e-01-0.1561
220323OAFA015-C-104HumanColorectumFAP6.28e-10-2.35e-01-0.1899
220323OAFA001-C-014HumanColorectumFAP2.06e-03-2.09e-010.0135
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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
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
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
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
OAFSNVMissense_Mutationnovelc.640N>Gp.Cys214Glyp.C214GQ86UD1protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
OAFSNVMissense_Mutationc.137N>Tp.Glu46Valp.E46VQ86UD1protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
OAFSNVMissense_Mutationrs773363476c.377G>Ap.Arg126Glnp.R126QQ86UD1protein_codingtolerated(0.3)benign(0.036)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
OAFSNVMissense_Mutationnovelc.701N>Tp.Ser234Ilep.S234IQ86UD1protein_codingdeleterious(0.01)possibly_damaging(0.804)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
OAFSNVMissense_Mutationnovelc.770N>Gp.Tyr257Cysp.Y257CQ86UD1protein_codingdeleterious(0)probably_damaging(0.912)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
OAFSNVMissense_Mutationrs745479682c.710N>Ap.Arg237Glnp.R237QQ86UD1protein_codingtolerated(0.15)possibly_damaging(0.62)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
OAFSNVMissense_Mutationnovelc.418N>Ap.Leu140Metp.L140MQ86UD1protein_codingtolerated(0.19)benign(0.179)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
OAFSNVMissense_Mutationrs767017386c.636N>Tp.Lys212Asnp.K212NQ86UD1protein_codingtolerated(0.1)possibly_damaging(0.544)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
OAFSNVMissense_Mutationnovelc.628N>Tp.His210Tyrp.H210YQ86UD1protein_codingtolerated(1)benign(0.003)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
OAFSNVMissense_Mutationnovelc.248N>Ap.Arg83Glnp.R83QQ86UD1protein_codingdeleterious(0)possibly_damaging(0.873)TCGA-BK-A6W3-01Endometriumuterine 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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