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: FKBP1A

Gene summary for FKBP1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FKBP1A

Gene ID

2280

Gene nameFKBP prolyl isomerase 1A
Gene AliasFKBP-12
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0000413

UniProtAcc

P62942


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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
2280FKBP1AGSM4909280HumanBreastPrecancer2.88e-04-5.53e-010.0305
2280FKBP1AGSM4909287HumanBreastIDC2.16e-02-2.88e-010.2057
2280FKBP1AGSM4909294HumanBreastIDC7.64e-08-1.70e-010.2022
2280FKBP1AGSM4909296HumanBreastIDC1.09e-10-3.15e-010.1524
2280FKBP1AGSM4909297HumanBreastIDC1.65e-22-2.53e-010.1517
2280FKBP1AGSM4909301HumanBreastIDC6.99e-09-3.59e-010.1577
2280FKBP1AGSM4909304HumanBreastIDC2.97e-16-5.19e-010.1636
2280FKBP1AGSM4909308HumanBreastIDC5.52e-134.58e-010.158
2280FKBP1AGSM4909311HumanBreastIDC5.12e-40-3.15e-010.1534
2280FKBP1AGSM4909312HumanBreastIDC1.77e-405.33e-010.1552
2280FKBP1AGSM4909316HumanBreastIDC1.71e-041.73e-020.21
2280FKBP1AGSM4909318HumanBreastIDC9.20e-043.14e-010.2031
2280FKBP1AGSM4909319HumanBreastIDC1.48e-57-4.19e-010.1563
2280FKBP1AGSM4909320HumanBreastIDC1.82e-17-7.62e-010.1575
2280FKBP1AGSM4909321HumanBreastIDC1.89e-22-3.10e-010.1559
2280FKBP1Abrca1HumanBreastPrecancer1.96e-154.85e-01-0.0338
2280FKBP1Abrca2HumanBreastPrecancer1.87e-022.21e-01-0.024
2280FKBP1AM1HumanBreastIDC6.06e-08-4.71e-010.1577
2280FKBP1AM2HumanBreastIDC1.89e-094.08e-010.21
2280FKBP1ANCCBC14HumanBreastDCIS1.60e-15-4.06e-010.2021
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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
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
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:00305124ThyroidPTCnegative regulation of transforming growth factor beta receptor signaling pathway39/596881/187231.61e-038.93e-0339
GO:00032314ThyroidPTCcardiac ventricle development55/5968123/187231.87e-031.01e-0255
GO:006053719ThyroidPTCmuscle tissue development156/5968403/187231.98e-031.06e-02156
GO:00353058ThyroidPTCnegative regulation of dephosphorylation24/596845/187232.28e-031.20e-0224
GO:009028712ThyroidPTCregulation of cellular response to growth factor stimulus120/5968304/187232.87e-031.42e-02120
GO:003530819ThyroidPTCnegative regulation of protein dephosphorylation19/596834/187233.21e-031.57e-0219
GO:0051346112ThyroidPTCnegative regulation of hydrolase activity146/5968379/187233.33e-031.62e-02146
GO:00901013ThyroidPTCnegative regulation of transmembrane receptor protein serine/threonine kinase signaling pathway56/5968131/187235.63e-032.55e-0256
GO:00109232ThyroidPTCnegative regulation of phosphatase activity19/596836/187237.38e-033.16e-0219
GO:001470617ThyroidPTCstriated muscle tissue development144/5968384/187231.05e-024.22e-02144
GO:00032066ThyroidPTCcardiac chamber morphogenesis51/5968121/187231.09e-024.37e-0251
GO:004298714ThyroidPTCamyloid precursor protein catabolic process31/596868/187231.22e-024.80e-0231
GO:000645728Thyroidgoitersprotein folding33/497212/187232.09e-168.64e-1433
GO:000645827Thyroidgoiters'de novo' protein folding11/49743/187231.10e-081.20e-0611
GO:006107727Thyroidgoiterschaperone-mediated protein folding13/49767/187231.91e-081.88e-0613
GO:0031396210Thyroidgoitersregulation of protein ubiquitination21/497210/187232.06e-071.58e-0521
GO:1903320210Thyroidgoitersregulation of protein modification by small protein conjugation or removal22/497242/187235.56e-073.60e-0522
GO:004202628Thyroidgoitersprotein refolding7/49723/187231.51e-068.12e-057
GO:005109929Thyroidgoiterspositive regulation of binding17/497173/187233.77e-061.77e-0417
GO:005109829Thyroidgoitersregulation of binding26/497363/187234.97e-062.29e-0426
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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
FKBP1ASNVMissense_Mutationnovelc.206N>Gp.Val69Glyp.V69GP62942protein_codingdeleterious(0)possibly_damaging(0.747)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FKBP1ASNVMissense_Mutationc.298N>Cp.Phe100Leup.F100LP62942protein_codingdeleterious(0)probably_damaging(0.982)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FKBP1ASNVMissense_Mutationc.116N>Ap.Ser39Tyrp.S39YP62942protein_codingdeleterious(0)probably_damaging(0.994)TCGA-T9-A92H-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FKBP1ASNVMissense_Mutationc.116N>Gp.Ser39Cysp.S39CP62942protein_codingdeleterious(0)probably_damaging(0.976)TCGA-CL-5917-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
FKBP1ASNVMissense_Mutationc.173N>Ap.Arg58Glnp.R58QP62942protein_codingtolerated(0.12)benign(0.309)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
FKBP1ASNVMissense_Mutationnovelc.253G>Ap.Ala85Thrp.A85TP62942protein_codingdeleterious(0.04)benign(0.009)TCGA-EO-A22T-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FKBP1ASNVMissense_Mutationnovelc.240T>Gp.Asp80Glup.D80EP62942protein_codingtolerated(0.16)benign(0.029)TCGA-FI-A2D5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
FKBP1ASNVMissense_Mutationnovelc.263N>Gp.His88Argp.H88RP62942protein_codingtolerated(0.22)probably_damaging(0.981)TCGA-66-2763-01Lunglung squamous cell carcinomaFemale<65I/IIUnknownUnknownSD
FKBP1ASNVMissense_Mutationc.208N>Tp.Gly70Cysp.G70CP62942protein_codingdeleterious(0)probably_damaging(0.987)TCGA-CD-8529-01Stomachstomach adenocarcinomaMale>=65III/IVChemotherapyepirubicinCR
FKBP1ASNVMissense_Mutationrs760096309c.121N>Tp.Arg41Trpp.R41WP62942protein_codingdeleterious(0.03)probably_damaging(0.999)TCGA-CD-8531-01Stomachstomach adenocarcinomaFemale>=65III/IVChemotherapyepirubicinCR
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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
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASEinhibitorCHEMBL3545142OLOCROLIMUS
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASESCY-641RUCLOSPORIN
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASEAP1903RIMIDUCID
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASERapamycinSIROLIMUS
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASESIROLIMUSSIROLIMUS
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASEinhibitorCHEMBL413SIROLIMUS
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASETACROLIMUSTACROLIMUS
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASEAZD-8055AZD-805523375793
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASEinhibitor178102653SIROLIMUS
2280FKBP1ADRUGGABLE GENOME, ENZYME, KINASEEVEROLIMUSEVEROLIMUS24836070
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