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: FKBP3

Gene summary for FKBP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FKBP3

Gene ID

2287

Gene nameFKBP prolyl isomerase 3
Gene AliasFKBP-25
Cytomap14q21.2
Gene Typeprotein-coding
GO ID

GO:0000413

UniProtAcc

Q00688


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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
2287FKBP3AEH-subject1HumanEndometriumAEH1.26e-19-4.08e-01-0.3059
2287FKBP3AEH-subject2HumanEndometriumAEH2.52e-07-2.79e-01-0.2525
2287FKBP3AEH-subject3HumanEndometriumAEH2.82e-10-2.81e-01-0.2576
2287FKBP3AEH-subject4HumanEndometriumAEH2.20e-07-3.20e-01-0.2657
2287FKBP3AEH-subject5HumanEndometriumAEH1.96e-08-3.62e-01-0.2953
2287FKBP3EEC-subject1HumanEndometriumEEC8.90e-19-3.63e-01-0.2682
2287FKBP3EEC-subject2HumanEndometriumEEC1.00e-15-3.81e-01-0.2607
2287FKBP3EEC-subject3HumanEndometriumEEC1.35e-32-4.19e-01-0.2525
2287FKBP3EEC-subject4HumanEndometriumEEC1.80e-11-3.17e-01-0.2571
2287FKBP3EEC-subject5HumanEndometriumEEC1.28e-03-1.92e-01-0.249
2287FKBP3GSM5276934HumanEndometriumEEC2.76e-19-4.41e-01-0.0913
2287FKBP3GSM5276937HumanEndometriumEEC5.01e-11-4.20e-01-0.0897
2287FKBP3GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.45e-18-2.70e-01-0.1869
2287FKBP3GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC9.40e-19-2.73e-01-0.1875
2287FKBP3GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC2.22e-24-2.28e-01-0.1883
2287FKBP3GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC2.84e-25-1.33e-01-0.1934
2287FKBP3GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.10e-41-1.90e-01-0.1917
2287FKBP3GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.11e-36-2.05e-01-0.1916
2287FKBP3GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC1.69e-02-3.10e-02-0.1269
2287FKBP3LZE2THumanEsophagusESCC1.02e-071.36e+000.082
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00004133EndometriumAEHprotein peptidyl-prolyl isomerization13/210042/187234.74e-044.91e-0313
GO:00182086EndometriumAEHpeptidyl-proline modification16/210058/187234.75e-044.91e-0316
GO:000041311EndometriumEECprotein peptidyl-prolyl isomerization14/216842/187231.69e-042.10e-0314
GO:001820813EndometriumEECpeptidyl-proline modification17/216858/187232.11e-042.54e-0317
GO:001820816EsophagusESCCpeptidyl-proline modification46/855258/187231.59e-072.51e-0646
GO:000041313EsophagusESCCprotein peptidyl-prolyl isomerization32/855242/187235.52e-054.27e-0432
GO:00182084LiverCirrhoticpeptidyl-proline modification26/463458/187236.65e-045.04e-0326
GO:00004132LiverCirrhoticprotein peptidyl-prolyl isomerization19/463442/187233.00e-031.71e-0219
GO:001820811LiverHCCpeptidyl-proline modification42/795858/187233.73e-064.85e-0542
GO:00004131LiverHCCprotein peptidyl-prolyl isomerization31/795842/187233.83e-053.80e-0431
GO:00182088Oral cavityOSCCpeptidyl-proline modification42/730558/187232.49e-073.92e-0642
GO:00004134Oral cavityOSCCprotein peptidyl-prolyl isomerization28/730542/187232.61e-041.67e-0328
GO:001820815Oral cavityLPpeptidyl-proline modification28/462358/187238.35e-051.07e-0328
GO:000041312Oral cavityLPprotein peptidyl-prolyl isomerization22/462342/187231.04e-041.26e-0322
GO:00182087ProstateBPHpeptidyl-proline modification18/310758/187234.75e-032.27e-0218
GO:001820814ProstateTumorpeptidyl-proline modification18/324658/187237.57e-033.37e-0218
GO:001820810SkincSCCpeptidyl-proline modification37/486458/187231.53e-095.82e-0837
GO:00004136SkincSCCprotein peptidyl-prolyl isomerization26/486442/187239.92e-071.78e-0526
GO:001820817ThyroidPTCpeptidyl-proline modification42/596858/187232.71e-108.91e-0942
GO:00004137ThyroidPTCprotein peptidyl-prolyl isomerization30/596842/187231.65e-073.13e-0630
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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
FKBP3SNVMissense_Mutationc.259A>Cp.Asn87Hisp.N87HQ00688protein_codingdeleterious(0.05)benign(0.078)TCGA-D8-A1JG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FKBP3SNVMissense_Mutationc.79N>Gp.Lys27Glup.K27EQ00688protein_codingtolerated(0.26)benign(0.018)TCGA-CM-4743-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapycapecitabineSD
FKBP3SNVMissense_Mutationc.479N>Gp.Lys160Argp.K160RQ00688protein_codingtolerated(0.14)benign(0.301)TCGA-G4-6304-01Colorectumcolon adenocarcinomaFemale>=65I/IIChemotherapyfluorouracilPD
FKBP3SNVMissense_Mutationnovelc.341C>Ap.Ser114Tyrp.S114YQ00688protein_codingdeleterious(0)possibly_damaging(0.646)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
FKBP3SNVMissense_Mutationnovelc.112C>Ap.Leu38Ilep.L38IQ00688protein_codingdeleterious(0)probably_damaging(0.994)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
FKBP3SNVMissense_Mutationnovelc.644C>Ap.Thr215Asnp.T215NQ00688protein_codingdeleterious(0.03)benign(0.001)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FKBP3SNVMissense_Mutationrs760527701c.211N>Tp.Arg71Cysp.R71CQ00688protein_codingdeleterious(0.02)benign(0.007)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
FKBP3SNVMissense_Mutationnovelc.403N>Cp.Tyr135Hisp.Y135HQ00688protein_codingdeleterious(0.02)benign(0.262)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
FKBP3SNVMissense_Mutationc.4N>Ap.Ala2Thrp.A2TQ00688protein_codingdeleterious_low_confidence(0)benign(0.053)TCGA-D1-A176-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FKBP3SNVMissense_Mutationnovelc.341N>Tp.Ser114Phep.S114FQ00688protein_codingdeleterious(0)possibly_damaging(0.646)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
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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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