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: PAFAH1B3

Gene summary for PAFAH1B3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PAFAH1B3

Gene ID

5050

Gene nameplatelet activating factor acetylhydrolase 1b catalytic subunit 3
Gene AliasPAFAHG
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

A0A024R0L6


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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
5050PAFAH1B3GSM4909281HumanBreastIDC3.90e-134.48e-010.21
5050PAFAH1B3GSM4909285HumanBreastIDC1.17e-194.86e-010.21
5050PAFAH1B3GSM4909286HumanBreastIDC1.45e-083.11e-010.1081
5050PAFAH1B3GSM4909287HumanBreastIDC1.45e-053.59e-010.2057
5050PAFAH1B3GSM4909288HumanBreastIDC7.40e-032.66e-010.0988
5050PAFAH1B3GSM4909290HumanBreastIDC8.07e-043.24e-010.2096
5050PAFAH1B3GSM4909291HumanBreastIDC5.41e-104.98e-010.1753
5050PAFAH1B3GSM4909294HumanBreastIDC3.08e-063.10e-010.2022
5050PAFAH1B3GSM4909296HumanBreastIDC1.45e-154.04e-010.1524
5050PAFAH1B3GSM4909297HumanBreastIDC1.66e-122.31e-010.1517
5050PAFAH1B3GSM4909298HumanBreastIDC2.61e-083.46e-010.1551
5050PAFAH1B3GSM4909301HumanBreastIDC3.27e-296.96e-010.1577
5050PAFAH1B3GSM4909302HumanBreastIDC4.19e-063.65e-010.1545
5050PAFAH1B3GSM4909304HumanBreastIDC9.57e-205.31e-010.1636
5050PAFAH1B3GSM4909306HumanBreastIDC7.06e-145.09e-010.1564
5050PAFAH1B3GSM4909307HumanBreastIDC1.86e-266.50e-010.1569
5050PAFAH1B3GSM4909308HumanBreastIDC2.14e-326.96e-010.158
5050PAFAH1B3GSM4909311HumanBreastIDC1.15e-176.88e-020.1534
5050PAFAH1B3GSM4909312HumanBreastIDC2.46e-102.55e-010.1552
5050PAFAH1B3GSM4909315HumanBreastIDC1.20e-125.11e-010.21
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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
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
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:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00160422ColorectumMSSlipid catabolic process77/3467320/187237.43e-034.71e-0277
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:001604212LiverCirrhoticlipid catabolic process112/4634320/187232.31e-053.03e-04112
GO:001604221LiverHCClipid catabolic process175/7958320/187236.50e-067.88e-05175
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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
PAFAH1B3SNVMissense_Mutationnovelc.641N>Cp.Arg214Prop.R214PQ15102protein_codingdeleterious(0.01)benign(0.01)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
PAFAH1B3SNVMissense_Mutationrs199807899c.448N>Ap.Glu150Lysp.E150KQ15102protein_codingdeleterious(0.01)benign(0.093)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
PAFAH1B3insertionFrame_Shift_Insnovelc.642_643insTGCAGAAp.Leu215CysfsTer?p.L215Cfs*?Q15102protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
PAFAH1B3SNVMissense_Mutationc.223N>Ap.Asp75Asnp.D75NQ15102protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PAFAH1B3SNVMissense_Mutationnovelc.156N>Tp.Met52Ilep.M52IQ15102protein_codingdeleterious(0.02)benign(0.021)TCGA-AG-4001-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PAFAH1B3SNVMissense_Mutationrs771659012c.380N>Ap.Arg127Glnp.R127QQ15102protein_codingtolerated(0.14)benign(0.08)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
PAFAH1B3deletionIn_Frame_Delnovelc.251_280delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Leu84_Arg93delp.L84_R93delQ15102protein_codingTCGA-AA-3930-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapycapecitabinePD
PAFAH1B3SNVMissense_Mutationrs549905897c.175N>Tp.Arg59Cysp.R59CQ15102protein_codingdeleterious(0.01)possibly_damaging(0.891)TCGA-AJ-A3OJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
PAFAH1B3SNVMissense_Mutationnovelc.655N>Tp.Asp219Tyrp.D219YQ15102protein_codingdeleterious(0.03)probably_damaging(0.993)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PAFAH1B3SNVMissense_Mutationnovelc.356C>Ap.Ala119Aspp.A119DQ15102protein_codingtolerated(0.11)probably_damaging(0.976)TCGA-EO-A22U-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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