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: PAFAH1B2

Gene summary for PAFAH1B2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PAFAH1B2

Gene ID

5049

Gene nameplatelet activating factor acetylhydrolase 1b catalytic subunit 2
Gene AliasHEL-S-303
Cytomap11q23.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P68402


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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
5049PAFAH1B2HTA11_2487_2000001011HumanColorectumSER5.87e-084.94e-01-0.1808
5049PAFAH1B2HTA11_1938_2000001011HumanColorectumAD5.36e-157.73e-01-0.0811
5049PAFAH1B2HTA11_78_2000001011HumanColorectumAD3.23e-054.36e-01-0.1088
5049PAFAH1B2HTA11_347_2000001011HumanColorectumAD1.36e-186.29e-01-0.1954
5049PAFAH1B2HTA11_411_2000001011HumanColorectumSER2.20e-026.47e-01-0.2602
5049PAFAH1B2HTA11_3361_2000001011HumanColorectumAD1.94e-033.42e-01-0.1207
5049PAFAH1B2HTA11_83_2000001011HumanColorectumSER2.02e-023.56e-01-0.1526
5049PAFAH1B2HTA11_696_2000001011HumanColorectumAD3.09e-043.65e-01-0.1464
5049PAFAH1B2HTA11_1391_2000001011HumanColorectumAD1.15e-166.88e-01-0.059
5049PAFAH1B2HTA11_546_2000001011HumanColorectumAD1.48e-022.01e-01-0.0842
5049PAFAH1B2HTA11_7469_2000001011HumanColorectumAD1.88e-035.60e-01-0.0124
5049PAFAH1B2HTA11_99999970781_79442HumanColorectumMSS5.52e-104.98e-010.294
5049PAFAH1B2HTA11_99999965104_69814HumanColorectumMSS1.61e-075.30e-010.281
5049PAFAH1B2HTA11_99999971662_82457HumanColorectumMSS7.44e-167.18e-010.3859
5049PAFAH1B2HTA11_99999973899_84307HumanColorectumMSS9.42e-065.15e-010.2585
5049PAFAH1B2A015-C-203HumanColorectumFAP3.70e-10-1.69e-01-0.1294
5049PAFAH1B2A002-C-201HumanColorectumFAP1.80e-03-2.06e-010.0324
5049PAFAH1B2A002-C-203HumanColorectumFAP1.31e-03-7.27e-020.2786
5049PAFAH1B2A001-C-119HumanColorectumFAP1.50e-03-3.08e-01-0.1557
5049PAFAH1B2A001-C-108HumanColorectumFAP1.29e-06-1.62e-01-0.0272
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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
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
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:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:0016236ColorectumADmacroautophagy103/3918291/187236.76e-094.15e-07103
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0016241ColorectumADregulation of macroautophagy50/3918141/187234.55e-057.92e-0450
GO:0010508ColorectumADpositive regulation of autophagy43/3918124/187232.64e-043.27e-0343
GO:00098961ColorectumSERpositive regulation of catabolic process132/2897492/187234.16e-116.72e-09132
GO:00313311ColorectumSERpositive regulation of cellular catabolic process114/2897427/187231.22e-091.27e-07114
GO:00162361ColorectumSERmacroautophagy79/2897291/187231.97e-071.10e-0579
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00105061ColorectumSERregulation of autophagy74/2897317/187231.39e-042.77e-0374
GO:00162411ColorectumSERregulation of macroautophagy34/2897141/187234.74e-033.72e-0234
GO:00098962ColorectumMSSpositive regulation of catabolic process163/3467492/187233.10e-159.22e-13163
GO:00313312ColorectumMSSpositive regulation of cellular catabolic process140/3467427/187237.02e-131.33e-10140
GO:00162362ColorectumMSSmacroautophagy93/3467291/187232.08e-081.17e-0693
GO:00105062ColorectumMSSregulation of autophagy95/3467317/187234.36e-071.71e-0595
GO:00162412ColorectumMSSregulation of macroautophagy44/3467141/187231.88e-042.64e-0344
GO:00160422ColorectumMSSlipid catabolic process77/3467320/187237.43e-034.71e-0277
GO:00098964ColorectumFAPpositive regulation of catabolic process126/2622492/187233.76e-122.56e-09126
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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
PAFAH1B2SNVMissense_Mutationc.185T>Gp.Leu62Argp.L62RP68402protein_codingtolerated(0.06)benign(0.113)TCGA-LL-A7SZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PAFAH1B2SNVMissense_Mutationnovelc.83A>Tp.His28Leup.H28LP68402protein_codingdeleterious(0)probably_damaging(0.992)TCGA-A6-5657-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
PAFAH1B2insertionNonsense_Mutationnovelc.372_373insTAGATGAAAp.Leu124_Ile125insTerp.L124_I125ins*P68402protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PAFAH1B2deletionFrame_Shift_Delc.190delTp.Ser64ProfsTer6p.S64Pfs*6P68402protein_codingTCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
PAFAH1B2SNVMissense_Mutationc.77N>Ap.Ser26Tyrp.S26YP68402protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PAFAH1B2SNVMissense_Mutationrs747423610c.322G>Ap.Glu108Lysp.E108KP68402protein_codingtolerated(0.33)benign(0.018)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
PAFAH1B2SNVMissense_Mutationnovelc.508N>Ap.Val170Metp.V170MP68402protein_codingdeleterious(0.04)probably_damaging(0.959)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
PAFAH1B2SNVMissense_Mutationc.262G>Ap.Gly88Argp.G88RP68402protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B5-A0K6-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PAFAH1B2SNVMissense_Mutationnovelc.259A>Cp.Asn87Hisp.N87HP68402protein_codingdeleterious(0.03)probably_damaging(0.959)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
PAFAH1B2SNVMissense_Mutationnovelc.358N>Ap.Ala120Thrp.A120TP68402protein_codingtolerated(0.31)benign(0.414)TCGA-B5-A3FC-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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