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: PPP1R14C

Gene summary for PPP1R14C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP1R14C

Gene ID

81706

Gene nameprotein phosphatase 1 regulatory inhibitor subunit 14C
Gene AliasCPI17-like
Cytomap6q25.1
Gene Typeprotein-coding
GO ID

GO:0006793

UniProtAcc

Q8TAE6


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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
81706PPP1R14CLZE21THumanEsophagusESCC2.85e-052.30e-010.0655
81706PPP1R14CP2T-EHumanEsophagusESCC5.33e-468.94e-010.1177
81706PPP1R14CP4T-EHumanEsophagusESCC8.81e-341.02e+000.1323
81706PPP1R14CP5T-EHumanEsophagusESCC1.76e-551.22e+000.1327
81706PPP1R14CP8T-EHumanEsophagusESCC2.74e-066.31e-030.0889
81706PPP1R14CP9T-EHumanEsophagusESCC1.36e-021.17e-010.1131
81706PPP1R14CP10T-EHumanEsophagusESCC1.35e-184.55e-010.116
81706PPP1R14CP11T-EHumanEsophagusESCC3.20e-032.53e-010.1426
81706PPP1R14CP12T-EHumanEsophagusESCC2.42e-267.80e-010.1122
81706PPP1R14CP15T-EHumanEsophagusESCC1.18e-228.05e-010.1149
81706PPP1R14CP16T-EHumanEsophagusESCC1.05e-661.52e+000.1153
81706PPP1R14CP17T-EHumanEsophagusESCC1.88e-061.34e-010.1278
81706PPP1R14CP20T-EHumanEsophagusESCC3.37e-153.68e-010.1124
81706PPP1R14CP21T-EHumanEsophagusESCC3.06e-327.72e-010.1617
81706PPP1R14CP22T-EHumanEsophagusESCC4.93e-111.37e-010.1236
81706PPP1R14CP23T-EHumanEsophagusESCC9.66e-052.40e-010.108
81706PPP1R14CP24T-EHumanEsophagusESCC4.83e-144.74e-010.1287
81706PPP1R14CP26T-EHumanEsophagusESCC2.18e-469.54e-010.1276
81706PPP1R14CP27T-EHumanEsophagusESCC1.24e-256.47e-010.1055
81706PPP1R14CP28T-EHumanEsophagusESCC5.11e-175.36e-010.1149
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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
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
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
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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
PPP1R14CSNVMissense_Mutationc.337N>Gp.Ile113Valp.I113VQ8TAE6protein_codingtolerated(0.59)benign(0.097)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R14CSNVMissense_Mutationc.346C>Ap.Leu116Ilep.L116IQ8TAE6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R14CSNVMissense_Mutationc.346C>Ap.Leu116Ilep.L116IQ8TAE6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R14CSNVMissense_Mutationnovelc.256N>Ap.Val86Metp.V86MQ8TAE6protein_codingtolerated(0.12)possibly_damaging(0.906)TCGA-AX-A2HA-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R14CSNVMissense_Mutationc.356N>Tp.Ala119Valp.A119VQ8TAE6protein_codingtolerated(0.77)benign(0.042)TCGA-D1-A174-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R14CSNVMissense_Mutationnovelc.161N>Tp.Ala54Valp.A54VQ8TAE6protein_codingtolerated(0.25)benign(0.042)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
PPP1R14CSNVMissense_Mutationnovelc.382N>Cp.Lys128Glnp.K128QQ8TAE6protein_codingtolerated(0.06)possibly_damaging(0.905)TCGA-EO-A3AV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinCR
PPP1R14CSNVMissense_Mutationnovelc.428N>Gp.Phe143Cysp.F143CQ8TAE6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PPP1R14CSNVMissense_Mutationc.449G>Tp.Arg150Leup.R150LQ8TAE6protein_codingdeleterious(0)probably_damaging(0.974)TCGA-EY-A1GF-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R14CSNVMissense_Mutationrs766379125c.449G>Ap.Arg150Glnp.R150QQ8TAE6protein_codingdeleterious(0.02)probably_damaging(0.955)TCGA-WW-A8ZI-01Prostateprostate adenocarcinomaMale>=658UnknownUnknownSD
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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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