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: FKBP14

Gene summary for FKBP14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FKBP14

Gene ID

55033

Gene nameFKBP prolyl isomerase 14
Gene AliasEDSKMH
Cytomap7p14.3
Gene Typeprotein-coding
GO ID

GO:0000413

UniProtAcc

A0A090N7V8


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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
55033FKBP14LZE4THumanEsophagusESCC1.49e-113.55e-010.0811
55033FKBP14LZE8THumanEsophagusESCC3.11e-031.37e-010.067
55033FKBP14LZE24THumanEsophagusESCC7.81e-071.47e-010.0596
55033FKBP14P1T-EHumanEsophagusESCC3.58e-063.62e-010.0875
55033FKBP14P2T-EHumanEsophagusESCC1.08e-183.55e-010.1177
55033FKBP14P4T-EHumanEsophagusESCC3.57e-164.69e-010.1323
55033FKBP14P8T-EHumanEsophagusESCC3.61e-081.30e-010.0889
55033FKBP14P9T-EHumanEsophagusESCC5.50e-071.74e-010.1131
55033FKBP14P10T-EHumanEsophagusESCC4.71e-132.94e-010.116
55033FKBP14P11T-EHumanEsophagusESCC2.31e-146.51e-010.1426
55033FKBP14P12T-EHumanEsophagusESCC8.42e-122.07e-010.1122
55033FKBP14P15T-EHumanEsophagusESCC3.85e-096.65e-020.1149
55033FKBP14P16T-EHumanEsophagusESCC1.47e-152.87e-010.1153
55033FKBP14P17T-EHumanEsophagusESCC2.11e-042.44e-010.1278
55033FKBP14P19T-EHumanEsophagusESCC6.99e-045.12e-010.1662
55033FKBP14P20T-EHumanEsophagusESCC1.66e-131.41e-010.1124
55033FKBP14P21T-EHumanEsophagusESCC1.19e-153.64e-010.1617
55033FKBP14P22T-EHumanEsophagusESCC2.04e-081.67e-010.1236
55033FKBP14P23T-EHumanEsophagusESCC9.94e-153.21e-010.108
55033FKBP14P24T-EHumanEsophagusESCC1.02e-141.38e-010.1287
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:001820816EsophagusESCCpeptidyl-proline modification46/855258/187231.59e-072.51e-0646
GO:000041313EsophagusESCCprotein peptidyl-prolyl isomerization32/855242/187235.52e-054.27e-0432
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:001820817ThyroidPTCpeptidyl-proline modification42/596858/187232.71e-108.91e-0942
GO:00004137ThyroidPTCprotein peptidyl-prolyl isomerization30/596842/187231.65e-073.13e-0630
GO:001820818ThyroidATCpeptidyl-proline modification42/629358/187231.70e-094.21e-0842
GO:000041314ThyroidATCprotein peptidyl-prolyl isomerization30/629342/187236.06e-078.44e-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
FKBP14SNVMissense_Mutationnovelc.628G>Cp.Glu210Glnp.E210QQ9NWM8protein_codingdeleterious(0)probably_damaging(0.991)TCGA-C5-A7UI-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FKBP14SNVMissense_Mutationrs747727076c.404N>Ap.Arg135Glnp.R135QQ9NWM8protein_codingtolerated(0.4)benign(0.259)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
FKBP14SNVMissense_Mutationnovelc.361C>Ap.Pro121Thrp.P121TQ9NWM8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FKBP14SNVMissense_Mutationc.550G>Tp.Val184Leup.V184LQ9NWM8protein_codingtolerated(0.53)probably_damaging(0.992)TCGA-CK-6751-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FKBP14SNVMissense_Mutationc.160G>Tp.Gly54Cysp.G54CQ9NWM8protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-A02N-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyfolinicCR
FKBP14SNVMissense_Mutationc.223N>Tp.Ile75Phep.I75FQ9NWM8protein_codingtolerated(0.72)benign(0.104)TCGA-EI-6508-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
FKBP14SNVMissense_Mutationrs747727076c.404G>Ap.Arg135Glnp.R135QQ9NWM8protein_codingtolerated(0.4)benign(0.259)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FKBP14SNVMissense_Mutationc.84A>Cp.Lys28Asnp.K28NQ9NWM8protein_codingdeleterious(0)benign(0.386)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FKBP14SNVMissense_Mutationnovelc.580N>Ap.Asp194Asnp.D194NQ9NWM8protein_codingtolerated(0.14)probably_damaging(0.999)TCGA-AX-A06F-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
FKBP14SNVMissense_Mutationc.47C>Ap.Ser16Tyrp.S16YQ9NWM8protein_codingtolerated(1)benign(0)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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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