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:003209216EsophagusESCCpositive regulation of protein binding60/855285/187232.83e-063.22e-0560
GO:00071799EsophagusESCCtransforming growth factor beta receptor signaling pathway121/8552198/187238.26e-068.03e-05121
GO:0042026110EsophagusESCCprotein refolding20/855223/187234.97e-053.86e-0420
GO:000041313EsophagusESCCprotein peptidyl-prolyl isomerization32/855242/187235.52e-054.27e-0432
GO:0051651111EsophagusESCCmaintenance of location in cell126/8552214/187236.57e-055.00e-04126
GO:0051346110EsophagusESCCnegative regulation of hydrolase activity208/8552379/187231.76e-041.14e-03208
GO:003530816EsophagusESCCnegative regulation of protein dephosphorylation26/855234/187232.53e-041.55e-0326
GO:000717810EsophagusESCCtransmembrane receptor protein serine/threonine kinase signaling pathway195/8552355/187232.58e-041.58e-03195
GO:0043666110EsophagusESCCregulation of phosphoprotein phosphatase activity40/855258/187232.83e-041.71e-0340
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:00353056EsophagusESCCnegative regulation of dephosphorylation31/855245/187231.40e-036.62e-0331
GO:001092115EsophagusESCCregulation of phosphatase activity52/855284/187231.98e-038.90e-0352
GO:00170156EsophagusESCCregulation of transforming growth factor beta receptor signaling pathway75/8552128/187232.19e-039.71e-0375
GO:19038447EsophagusESCCregulation of cellular response to transforming growth factor beta stimulus76/8552131/187232.96e-031.24e-0276
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:00325155EsophagusESCCnegative regulation of phosphoprotein phosphatase activity19/855226/187234.31e-031.71e-0219
GO:001470615EsophagusESCCstriated muscle tissue development197/8552384/187231.46e-024.74e-02197
GO:00064577LiverCirrhoticprotein folding114/4634212/187239.23e-202.31e-17114
GO:005109812LiverCirrhoticregulation of binding148/4634363/187239.14e-125.97e-10148
GO:190332012LiverCirrhoticregulation of protein modification by small protein conjugation or removal105/4634242/187231.43e-107.43e-09105
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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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