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: FARP1

Gene summary for FARP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FARP1

Gene ID

10160

Gene nameFERM, ARH/RhoGEF and pleckstrin domain protein 1
Gene AliasCDEP
Cytomap13q32.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q9Y4F1


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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
10160FARP1HTA11_3410_2000001011HumanColorectumAD3.84e-20-6.31e-010.0155
10160FARP1HTA11_2487_2000001011HumanColorectumSER4.93e-03-4.83e-01-0.1808
10160FARP1HTA11_1938_2000001011HumanColorectumAD5.63e-06-6.19e-01-0.0811
10160FARP1HTA11_3361_2000001011HumanColorectumAD4.55e-08-6.15e-01-0.1207
10160FARP1HTA11_696_2000001011HumanColorectumAD4.59e-02-2.85e-01-0.1464
10160FARP1HTA11_1391_2000001011HumanColorectumAD1.10e-06-5.01e-01-0.059
10160FARP1HTA11_7862_2000001011HumanColorectumAD2.64e-02-5.34e-01-0.0179
10160FARP1HTA11_866_3004761011HumanColorectumAD2.34e-02-3.53e-010.096
10160FARP1HTA11_8622_2000001021HumanColorectumSER4.11e-03-5.72e-010.0528
10160FARP1HTA11_10711_2000001011HumanColorectumAD2.93e-04-3.95e-010.0338
10160FARP1HTA11_7696_3000711011HumanColorectumAD2.70e-03-3.10e-010.0674
10160FARP1HTA11_99999970781_79442HumanColorectumMSS4.97e-02-1.90e-010.294
10160FARP1HTA11_99999971662_82457HumanColorectumMSS1.76e-077.60e-010.3859
10160FARP1HTA11_99999974143_84620HumanColorectumMSS2.49e-10-4.03e-010.3005
10160FARP1A001-C-207HumanColorectumFAP3.27e-05-3.31e-010.1278
10160FARP1A015-C-203HumanColorectumFAP3.80e-26-3.78e-01-0.1294
10160FARP1A015-C-204HumanColorectumFAP3.34e-04-2.75e-01-0.0228
10160FARP1A014-C-040HumanColorectumFAP2.00e-04-4.89e-01-0.1184
10160FARP1A002-C-201HumanColorectumFAP1.42e-12-3.68e-010.0324
10160FARP1A001-C-108HumanColorectumFAP4.28e-17-3.78e-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
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
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:0034329ColorectumADcell junction assembly136/3918420/187232.02e-081.15e-06136
GO:1901888ColorectumADregulation of cell junction assembly61/3918204/187231.50e-031.27e-0261
GO:0099173ColorectumADpostsynapse organization51/3918168/187232.47e-031.90e-0251
GO:0016358ColorectumADdendrite development69/3918243/187233.32e-032.42e-0269
GO:0050808ColorectumADsynapse organization112/3918426/187234.25e-032.92e-02112
GO:0098974ColorectumADpostsynaptic actin cytoskeleton organization7/391812/187235.09e-033.38e-027
GO:0050807ColorectumADregulation of synapse organization60/3918211/187235.67e-033.64e-0260
GO:00343291ColorectumSERcell junction assembly100/2897420/187234.23e-061.61e-04100
GO:00991731ColorectumSERpostsynapse organization46/2897168/187235.20e-051.25e-0346
GO:00163581ColorectumSERdendrite development58/2897243/187233.82e-045.81e-0358
GO:00989741ColorectumSERpostsynaptic actin cytoskeleton organization7/289712/187238.12e-041.01e-027
GO:0048813ColorectumSERdendrite morphogenesis36/2897146/187232.51e-032.33e-0236
GO:0099188ColorectumSERpostsynaptic cytoskeleton organization7/289714/187232.64e-032.41e-027
GO:19018881ColorectumSERregulation of cell junction assembly46/2897204/187234.70e-033.70e-0246
GO:00508081ColorectumSERsynapse organization85/2897426/187237.17e-034.99e-0285
GO:00343292ColorectumMSScell junction assembly120/3467420/187232.51e-071.07e-05120
GO:00991732ColorectumMSSpostsynapse organization48/3467168/187239.32e-049.44e-0348
GO:00163582ColorectumMSSdendrite development65/3467243/187239.41e-049.50e-0365
GO:00989742ColorectumMSSpostsynaptic actin cytoskeleton organization7/346712/187232.45e-031.97e-027
GO:00508082ColorectumMSSsynapse organization101/3467426/187233.96e-032.89e-02101
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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
FARP1SNVMissense_Mutationc.958N>Ap.Glu320Lysp.E320Kprotein_codingdeleterious(0.01)probably_damaging(0.985)TCGA-AN-A0XW-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FARP1SNVMissense_Mutationrs142356955c.1513G>Ap.Asp505Asnp.D505Nprotein_codingtolerated(0.43)benign(0.133)TCGA-AO-A0J6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FARP1SNVMissense_Mutationrs745947051c.2780C>Tp.Ser927Leup.S927Lprotein_codingtolerated(0.19)benign(0.155)TCGA-BH-A0B6-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FARP1SNVMissense_Mutationrs765023336c.3140N>Tp.Thr1047Metp.T1047Mprotein_codingdeleterious(0.02)probably_damaging(0.924)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FARP1SNVMissense_Mutationrs758237923c.532N>Cp.Glu178Glnp.E178Qprotein_codingtolerated(0.21)benign(0.068)TCGA-PL-A8LV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
FARP1insertionNonsense_Mutationnovelc.1807_1808insTGTTTTAACAAAGGAACAGAGATGGAAGTTCTTAp.Glu603ValfsTer3p.E603Vfs*3protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FARP1SNVMissense_Mutationrs78636977c.589G>Ap.Val197Metp.V197Mprotein_codingtolerated(1)benign(0.047)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FARP1SNVMissense_Mutationnovelc.649N>Cp.Glu217Glnp.E217Qprotein_codingdeleterious(0)probably_damaging(0.995)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FARP1SNVMissense_Mutationc.250G>Cp.Glu84Glnp.E84Qprotein_codingtolerated(0.08)probably_damaging(0.918)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
FARP1SNVMissense_Mutationrs765401742c.1936N>Ap.Glu646Lysp.E646Kprotein_codingdeleterious(0.02)possibly_damaging(0.809)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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