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: PAFAH1B1

Gene summary for PAFAH1B1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PAFAH1B1

Gene ID

5048

Gene nameplatelet activating factor acetylhydrolase 1b regulatory subunit 1
Gene AliasLIS1
Cytomap17p13.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P43034


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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
5048PAFAH1B1CA_HPV_1HumanCervixCC7.64e-03-1.33e-010.0264
5048PAFAH1B1CA_HPV_3HumanCervixCC3.54e-039.12e-020.0414
5048PAFAH1B1N_HPV_2HumanCervixN_HPV3.57e-027.58e-02-0.0131
5048PAFAH1B1CCI_1HumanCervixCC6.23e-069.35e-010.528
5048PAFAH1B1CCI_2HumanCervixCC6.74e-081.15e+000.5249
5048PAFAH1B1HTA11_3410_2000001011HumanColorectumAD1.08e-05-2.90e-010.0155
5048PAFAH1B1HTA11_347_2000001011HumanColorectumAD6.37e-095.75e-01-0.1954
5048PAFAH1B1HTA11_99999973899_84307HumanColorectumMSS1.33e-02-4.88e-010.2585
5048PAFAH1B1HTA11_99999974143_84620HumanColorectumMSS1.18e-02-2.63e-010.3005
5048PAFAH1B1F007HumanColorectumFAP1.41e-03-2.21e-010.1176
5048PAFAH1B1A002-C-010HumanColorectumFAP5.59e-03-2.39e-010.242
5048PAFAH1B1A001-C-207HumanColorectumFAP1.29e-02-1.27e-010.1278
5048PAFAH1B1A015-C-203HumanColorectumFAP2.48e-35-4.58e-01-0.1294
5048PAFAH1B1A015-C-204HumanColorectumFAP2.32e-09-3.89e-01-0.0228
5048PAFAH1B1A014-C-040HumanColorectumFAP2.33e-04-3.02e-01-0.1184
5048PAFAH1B1A002-C-201HumanColorectumFAP3.37e-16-3.89e-010.0324
5048PAFAH1B1A002-C-203HumanColorectumFAP2.33e-08-3.22e-010.2786
5048PAFAH1B1A001-C-119HumanColorectumFAP1.64e-09-2.88e-01-0.1557
5048PAFAH1B1A001-C-108HumanColorectumFAP9.52e-20-2.40e-01-0.0272
5048PAFAH1B1A002-C-205HumanColorectumFAP1.05e-27-4.63e-01-0.1236
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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:00512932ThyroidATCestablishment of spindle localization27/629351/187233.41e-031.52e-0227
GO:0070303110ThyroidATCnegative regulation of stress-activated protein kinase signaling cascade27/629351/187233.41e-031.52e-0227
GO:002195513ThyroidATCcentral nervous system neuron axonogenesis20/629335/187233.56e-031.57e-0220
GO:00400013ThyroidATCestablishment of mitotic spindle localization20/629335/187233.56e-031.57e-0220
GO:00220381ThyroidATCcorpus callosum development10/629314/187234.31e-031.80e-0210
GO:00083472ThyroidATCglial cell migration27/629353/187236.76e-032.69e-0227
GO:0021766ThyroidATChippocampus development38/629380/187236.84e-032.72e-0238
GO:009951813ThyroidATCvesicle cytoskeletal trafficking35/629373/187237.71e-033.00e-0235
GO:00001322ThyroidATCestablishment of mitotic spindle orientation17/629330/187237.88e-033.06e-0217
GO:004592720ThyroidATCpositive regulation of growth106/6293259/187237.90e-033.06e-02106
GO:005077511ThyroidATCpositive regulation of dendrite morphogenesis20/629337/187238.24e-033.16e-0220
GO:00512943ThyroidATCestablishment of spindle orientation20/629337/187238.24e-033.16e-0220
GO:00510815ThyroidATCnuclear envelope disassembly8/629311/187239.31e-033.44e-028
GO:0021761ThyroidATClimbic system development48/6293107/187239.97e-033.63e-0248
GO:00218012ThyroidATCcerebral cortex radial glia guided migration14/629324/187231.12e-024.00e-0214
GO:00220302ThyroidATCtelencephalon glial cell migration14/629324/187231.12e-024.00e-0214
GO:00017363ThyroidATCestablishment of planar polarity34/629372/187231.13e-024.05e-0234
GO:00071643ThyroidATCestablishment of tissue polarity34/629372/187231.13e-024.05e-0234
GO:0002573110ThyroidATCmyeloid leukocyte differentiation86/6293208/187231.15e-024.11e-0286
GO:005080712ThyroidATCregulation of synapse organization87/6293211/187231.20e-024.27e-0287
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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
PAFAH1B1SNVMissense_Mutationc.1062N>Cp.Leu354Phep.L354FP43034protein_codingtolerated(0.06)benign(0.112)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PAFAH1B1SNVMissense_Mutationc.603N>Tp.Met201Ilep.M201IP43034protein_codingtolerated(0.6)benign(0.203)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
PAFAH1B1SNVMissense_Mutationc.170N>Gp.Ser57Cysp.S57CP43034protein_codingdeleterious(0)probably_damaging(0.976)TCGA-E2-A10C-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PAFAH1B1deletionFrame_Shift_Delnovelc.1045delNp.Lys351SerfsTer4p.K351Sfs*4P43034protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PAFAH1B1SNVMissense_Mutationnovelc.19N>Gp.Gln7Glup.Q7EP43034protein_codingdeleterious(0)possibly_damaging(0.709)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PAFAH1B1SNVMissense_Mutationnovelc.1162N>Gp.Phe388Valp.F388VP43034protein_codingtolerated(0.16)benign(0.07)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PAFAH1B1SNVMissense_Mutationc.239N>Tp.Thr80Metp.T80MP43034protein_codingtolerated(0.11)benign(0.206)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PAFAH1B1SNVMissense_Mutationnovelc.212N>Gp.Lys71Argp.K71RP43034protein_codingtolerated(1)benign(0.005)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PAFAH1B1SNVMissense_Mutationc.431N>Ap.Arg144Glnp.R144QP43034protein_codingtolerated(0.06)benign(0.3)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PAFAH1B1SNVMissense_Mutationc.1112N>Ap.Arg371Glnp.R371QP43034protein_codingdeleterious(0.04)possibly_damaging(0.5)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
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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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