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: FKBP2

Gene summary for FKBP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FKBP2

Gene ID

2286

Gene nameFKBP prolyl isomerase 2
Gene AliasFKBP-13
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0000413

UniProtAcc

P26885


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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
2286FKBP2HTA11_3410_2000001011HumanColorectumAD5.85e-031.82e-010.0155
2286FKBP2HTA11_2487_2000001011HumanColorectumSER1.63e-187.39e-01-0.1808
2286FKBP2HTA11_1938_2000001011HumanColorectumAD4.43e-237.25e-01-0.0811
2286FKBP2HTA11_78_2000001011HumanColorectumAD2.22e-043.04e-01-0.1088
2286FKBP2HTA11_347_2000001011HumanColorectumAD2.09e-549.24e-01-0.1954
2286FKBP2HTA11_411_2000001011HumanColorectumSER5.79e-109.62e-01-0.2602
2286FKBP2HTA11_2112_2000001011HumanColorectumSER7.24e-151.17e+00-0.2196
2286FKBP2HTA11_3361_2000001011HumanColorectumAD1.73e-146.73e-01-0.1207
2286FKBP2HTA11_83_2000001011HumanColorectumSER7.14e-238.70e-01-0.1526
2286FKBP2HTA11_696_2000001011HumanColorectumAD4.35e-461.04e+00-0.1464
2286FKBP2HTA11_866_2000001011HumanColorectumAD2.99e-256.55e-01-0.1001
2286FKBP2HTA11_1391_2000001011HumanColorectumAD3.40e-349.43e-01-0.059
2286FKBP2HTA11_2992_2000001011HumanColorectumSER1.79e-077.42e-01-0.1706
2286FKBP2HTA11_5216_2000001011HumanColorectumSER6.43e-076.71e-01-0.1462
2286FKBP2HTA11_546_2000001011HumanColorectumAD5.29e-033.87e-01-0.0842
2286FKBP2HTA11_866_3004761011HumanColorectumAD1.34e-134.52e-010.096
2286FKBP2HTA11_4255_2000001011HumanColorectumSER9.44e-065.67e-010.0446
2286FKBP2HTA11_8622_2000001021HumanColorectumSER7.66e-095.96e-010.0528
2286FKBP2HTA11_7663_2000001011HumanColorectumSER6.87e-056.92e-010.0131
2286FKBP2HTA11_10623_2000001011HumanColorectumAD6.35e-105.72e-01-0.0177
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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
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:0006457ColorectumADprotein folding73/3918212/187233.24e-069.10e-0573
GO:0061077ColorectumADchaperone-mediated protein folding26/391867/187236.20e-046.48e-0326
GO:00064571ColorectumSERprotein folding54/2897212/187231.04e-042.18e-0354
GO:00610771ColorectumSERchaperone-mediated protein folding21/289767/187238.44e-041.04e-0221
GO:00064572ColorectumMSSprotein folding71/3467212/187231.25e-075.91e-0671
GO:00610772ColorectumMSSchaperone-mediated protein folding26/346767/187238.06e-051.33e-0326
GO:00064573ColorectumMSI-Hprotein folding33/1319212/187231.40e-056.29e-0433
GO:00610773ColorectumMSI-Hchaperone-mediated protein folding15/131967/187235.12e-051.81e-0315
GO:000645710EndometriumAEHprotein folding61/2100212/187231.86e-123.48e-1061
GO:006107710EndometriumAEHchaperone-mediated protein folding23/210067/187234.82e-071.94e-0523
GO:00004133EndometriumAEHprotein peptidyl-prolyl isomerization13/210042/187234.74e-044.91e-0313
GO:00182086EndometriumAEHpeptidyl-proline modification16/210058/187234.75e-044.91e-0316
GO:000645715EndometriumEECprotein folding63/2168212/187236.82e-131.40e-1063
GO:006107715EndometriumEECchaperone-mediated protein folding23/216867/187238.50e-072.98e-0523
GO:000041311EndometriumEECprotein peptidyl-prolyl isomerization14/216842/187231.69e-042.10e-0314
GO:001820813EndometriumEECpeptidyl-proline modification17/216858/187232.11e-042.54e-0317
GO:0006457110EsophagusESCCprotein folding163/8552212/187231.13e-201.74e-18163
GO:0061077110EsophagusESCCchaperone-mediated protein folding56/855267/187231.52e-104.36e-0956
GO:001820816EsophagusESCCpeptidyl-proline modification46/855258/187231.59e-072.51e-0646
GO:000041313EsophagusESCCprotein peptidyl-prolyl isomerization32/855242/187235.52e-054.27e-0432
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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
FKBP2SNVMissense_Mutationnovelc.222N>Cp.Gln74Hisp.Q74HP26885protein_codingdeleterious(0.01)possibly_damaging(0.895)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
FKBP2SNVMissense_Mutationc.130N>Gp.Ile44Valp.I44VP26885protein_codingtolerated(0.57)benign(0.003)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
FKBP2SNVMissense_Mutationc.416N>Tp.Arg139Leup.R139LP26885protein_codingdeleterious(0.01)benign(0.178)TCGA-EA-A50E-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
FKBP2SNVMissense_Mutationnovelc.320C>Ap.Pro107Glnp.P107QP26885protein_codingdeleterious(0)probably_damaging(0.991)TCGA-Q1-A73P-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FKBP2SNVMissense_Mutationnovelc.76N>Ap.Glu26Lysp.E26KP26885protein_codingtolerated(0.3)benign(0.006)TCGA-VS-A952-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
FKBP2SNVMissense_Mutationnovelc.89N>Gp.Lys30Argp.K30RP26885protein_codingtolerated(0.15)benign(0.013)TCGA-AA-3867-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
FKBP2deletionFrame_Shift_Delc.298delGp.Glu100LysfsTer6p.E100Kfs*6P26885protein_codingTCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FKBP2SNVMissense_Mutationc.388G>Ap.Glu130Lysp.E130KP26885protein_codingdeleterious(0.01)possibly_damaging(0.477)TCGA-A5-A0GB-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FKBP2SNVMissense_Mutationc.115G>Ap.Val39Metp.V39MP26885protein_codingtolerated(0.07)benign(0.416)TCGA-D1-A177-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownPD
FKBP2deletionFrame_Shift_Delnovelc.121_122delNNp.His41LeufsTer26p.H41Lfs*26P26885protein_codingTCGA-B5-A0K4-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinSD
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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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