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: FARP2

Gene summary for FARP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FARP2

Gene ID

9855

Gene nameFERM, ARH/RhoGEF and pleckstrin domain protein 2
Gene AliasFIR
Cytomap2q37.3
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

O94887


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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
9855FARP2HTA11_3410_2000001011HumanColorectumAD5.11e-09-4.04e-010.0155
9855FARP2HTA11_347_2000001011HumanColorectumAD2.47e-075.33e-01-0.1954
9855FARP2HTA11_411_2000001011HumanColorectumSER1.32e-024.61e-01-0.2602
9855FARP2HTA11_99999970781_79442HumanColorectumMSS1.33e-07-4.58e-010.294
9855FARP2HTA11_99999965062_69753HumanColorectumMSI-H1.51e-025.99e-010.3487
9855FARP2HTA11_99999974143_84620HumanColorectumMSS2.73e-07-4.65e-010.3005
9855FARP2F007HumanColorectumFAP3.54e-06-3.81e-010.1176
9855FARP2A001-C-207HumanColorectumFAP1.38e-06-3.73e-010.1278
9855FARP2A015-C-203HumanColorectumFAP4.73e-36-5.57e-01-0.1294
9855FARP2A015-C-204HumanColorectumFAP8.92e-09-3.71e-01-0.0228
9855FARP2A014-C-040HumanColorectumFAP2.46e-10-6.89e-01-0.1184
9855FARP2A002-C-201HumanColorectumFAP9.32e-23-4.15e-010.0324
9855FARP2A002-C-203HumanColorectumFAP6.86e-03-1.99e-010.2786
9855FARP2A001-C-119HumanColorectumFAP2.10e-13-6.22e-01-0.1557
9855FARP2A001-C-108HumanColorectumFAP8.58e-24-4.39e-01-0.0272
9855FARP2A002-C-205HumanColorectumFAP5.19e-37-6.25e-01-0.1236
9855FARP2A001-C-104HumanColorectumFAP6.98e-07-2.94e-010.0184
9855FARP2A015-C-005HumanColorectumFAP3.22e-09-4.31e-01-0.0336
9855FARP2A015-C-006HumanColorectumFAP6.96e-26-6.30e-01-0.0994
9855FARP2A015-C-106HumanColorectumFAP4.77e-15-4.31e-01-0.0511
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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
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
∗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:000257317EsophagusESCCmyeloid leukocyte differentiation128/8552208/187232.75e-063.15e-05128
GO:003153218EsophagusESCCactin cytoskeleton reorganization72/8552107/187235.03e-065.31e-0572
GO:00166019EsophagusESCCRac protein signal transduction33/855242/187231.35e-051.23e-0433
GO:00224043EsophagusESCCmolting cycle process53/855284/187239.62e-044.88e-0353
GO:00224053EsophagusESCChair cycle process53/855284/187239.62e-044.88e-0353
GO:00718001EsophagusESCCpodosome assembly15/855218/187231.20e-035.88e-0315
GO:00423033EsophagusESCCmolting cycle64/8552107/187232.24e-039.85e-0364
GO:00426333EsophagusESCChair cycle64/8552107/187232.24e-039.85e-0364
GO:00303165EsophagusESCCosteoclast differentiation54/855294/187231.43e-024.65e-0254
GO:004325418ProstateBPHregulation of protein-containing complex assembly133/3107428/187235.40e-146.08e-12133
GO:003009918ProstateBPHmyeloid cell differentiation115/3107381/187232.22e-111.51e-09115
GO:00072658ProstateBPHRas protein signal transduction101/3107337/187235.64e-102.79e-08101
GO:003153210ProstateBPHactin cytoskeleton reorganization40/3107107/187231.82e-074.04e-0640
GO:00025739ProstateBPHmyeloid leukocyte differentiation58/3107208/187232.76e-053.24e-0458
GO:00166017ProstateBPHRac protein signal transduction16/310742/187236.86e-044.58e-0316
GO:00423032ProstateBPHmolting cycle28/3107107/187237.85e-033.43e-0228
GO:00426332ProstateBPHhair cycle28/3107107/187237.85e-033.43e-0228
GO:00303163ProstateBPHosteoclast differentiation25/310794/187239.36e-033.98e-0225
GO:004325419ProstateTumorregulation of protein-containing complex assembly132/3246428/187233.32e-122.78e-10132
GO:003009919ProstateTumormyeloid cell differentiation120/3246381/187236.96e-125.62e-10120
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04520ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa04015ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa045201ColorectumADAdherens junction50/209293/84651.52e-092.83e-081.81e-0850
hsa040151ColorectumADRap1 signaling pathway71/2092210/84651.72e-039.68e-036.18e-0371
hsa045202ColorectumSERAdherens junction37/158093/84651.54e-062.35e-051.71e-0537
hsa040152ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa045203ColorectumSERAdherens junction37/158093/84651.54e-062.35e-051.71e-0537
hsa040153ColorectumSERRap1 signaling pathway54/1580210/84656.55e-033.68e-022.67e-0254
hsa045204ColorectumMSSAdherens junction42/187593/84656.18e-079.01e-065.52e-0642
hsa040154ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa045205ColorectumMSSAdherens junction42/187593/84656.18e-079.01e-065.52e-0642
hsa040155ColorectumMSSRap1 signaling pathway66/1875210/84651.03e-035.94e-033.64e-0366
hsa045206ColorectumMSI-HAdherens junction22/79793/84653.71e-055.47e-044.58e-0422
hsa045207ColorectumMSI-HAdherens junction22/79793/84653.71e-055.47e-044.58e-0422
hsa045208ColorectumFAPAdherens junction45/140493/84658.66e-132.89e-101.76e-1045
hsa040156ColorectumFAPRap1 signaling pathway53/1404210/84657.93e-045.14e-033.13e-0353
hsa045209ColorectumFAPAdherens junction45/140493/84658.66e-132.89e-101.76e-1045
hsa040157ColorectumFAPRap1 signaling pathway53/1404210/84657.93e-045.14e-033.13e-0353
hsa0452010ColorectumCRCAdherens junction37/109193/84655.72e-116.37e-094.32e-0937
hsa040158ColorectumCRCRap1 signaling pathway48/1091210/84654.00e-058.70e-045.90e-0448
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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
FARP2SNVMissense_Mutationrs777159772c.1451N>Ap.Arg484Glnp.R484QO94887protein_codingtolerated(0.7)benign(0)TCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FARP2SNVMissense_Mutationc.1772N>Ap.Arg591Lysp.R591KO94887protein_codingtolerated(0.43)possibly_damaging(0.484)TCGA-AC-A2B8-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapychemoPD
FARP2SNVMissense_Mutationc.529N>Ap.Glu177Lysp.E177KO94887protein_codingdeleterious(0)possibly_damaging(0.808)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FARP2SNVMissense_Mutationc.599N>Ap.Ile200Lysp.I200KO94887protein_codingdeleterious(0)probably_damaging(0.957)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
FARP2SNVMissense_Mutationc.2635N>Cp.Glu879Glnp.E879QO94887protein_codingtolerated(0.07)probably_damaging(0.998)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
FARP2SNVMissense_Mutationc.2565G>Cp.Lys855Asnp.K855NO94887protein_codingtolerated(0.06)benign(0.086)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FARP2SNVMissense_Mutationrs763386574c.1783C>Tp.Arg595Cysp.R595CO94887protein_codingtolerated(0.13)benign(0.007)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FARP2SNVMissense_Mutationrs369372470c.1333N>Tp.Arg445Cysp.R445CO94887protein_codingdeleterious(0.04)benign(0.003)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FARP2SNVMissense_Mutationc.352N>Tp.Arg118Cysp.R118CO94887protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FARP2SNVMissense_Mutationc.1315N>Gp.Ser439Glyp.S439GO94887protein_codingtolerated(0.2)benign(0.015)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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
9855FARP2NAmethylphenidateMETHYLPHENIDATE29382897
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