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: PPP1R1C

Gene summary for PPP1R1C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPP1R1C

Gene ID

151242

Gene nameprotein phosphatase 1 regulatory inhibitor subunit 1C
Gene AliasIPP5
Cytomap2q31.3-q32.1
Gene Typeprotein-coding
GO ID

GO:0007049

UniProtAcc

Q8WVI7


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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
151242PPP1R1CLZE24THumanEsophagusESCC4.27e-041.50e-010.0596
151242PPP1R1CP4T-EHumanEsophagusESCC1.83e-061.56e-010.1323
151242PPP1R1CP8T-EHumanEsophagusESCC1.53e-101.91e-010.0889
151242PPP1R1CP10T-EHumanEsophagusESCC5.10e-044.59e-020.116
151242PPP1R1CP11T-EHumanEsophagusESCC3.52e-042.08e-010.1426
151242PPP1R1CP20T-EHumanEsophagusESCC3.12e-041.51e-010.1124
151242PPP1R1CP21T-EHumanEsophagusESCC1.44e-061.64e-010.1617
151242PPP1R1CP22T-EHumanEsophagusESCC2.82e-038.40e-020.1236
151242PPP1R1CP24T-EHumanEsophagusESCC4.41e-033.99e-020.1287
151242PPP1R1CP26T-EHumanEsophagusESCC1.78e-151.28e-010.1276
151242PPP1R1CP27T-EHumanEsophagusESCC3.11e-123.20e-010.1055
151242PPP1R1CP31T-EHumanEsophagusESCC2.78e-055.45e-020.1251
151242PPP1R1CP32T-EHumanEsophagusESCC2.08e-097.72e-020.1666
151242PPP1R1CP39T-EHumanEsophagusESCC4.12e-088.35e-020.0894
151242PPP1R1CP47T-EHumanEsophagusESCC2.30e-043.00e-020.1067
151242PPP1R1CP48T-EHumanEsophagusESCC1.00e-069.33e-020.0959
151242PPP1R1CP52T-EHumanEsophagusESCC1.05e-045.90e-020.1555
151242PPP1R1CP54T-EHumanEsophagusESCC1.04e-184.42e-010.0975
151242PPP1R1CP62T-EHumanEsophagusESCC1.92e-031.19e-010.1302
151242PPP1R1CP74T-EHumanEsophagusESCC3.35e-052.05e-010.1479
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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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
PPP1R1CSNVMissense_Mutationc.307N>Ap.Glu103Lysp.E103KQ8WVI7protein_codingdeleterious(0.01)benign(0.183)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PPP1R1CdeletionFrame_Shift_Delnovelc.179delNp.Asn63ThrfsTer24p.N63Tfs*24Q8WVI7protein_codingTCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PPP1R1CSNVMissense_Mutationrs768049964c.341G>Ap.Arg114Glnp.R114QQ8WVI7protein_codingtolerated_low_confidence(0.24)benign(0)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R1CSNVMissense_Mutationnovelc.301N>Ap.Pro101Thrp.P101TQ8WVI7protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R1CSNVMissense_Mutationc.207G>Tp.Gln69Hisp.Q69HQ8WVI7protein_codingtolerated(0.14)probably_damaging(0.997)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PPP1R1CSNVMissense_Mutationnovelc.150G>Tp.Glu50Aspp.E50DQ8WVI7protein_codingtolerated(1)benign(0.022)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PPP1R1CinsertionFrame_Shift_Insnovelc.18_19insAp.Ile9AspfsTer15p.I9Dfs*15Q8WVI7protein_codingTCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PPP1R1CSNVMissense_Mutationc.48N>Ap.Phe16Leup.F16LQ8WVI7protein_codingtolerated(1)benign(0.203)TCGA-05-5425-01Lunglung adenocarcinomaMale>=65I/IITargeted Molecular therapygefitinibPD
PPP1R1CSNVMissense_Mutationnovelc.85G>Tp.Gly29Cysp.G29CQ8WVI7protein_codingtolerated_low_confidence(0.16)benign(0.006)TCGA-91-A4BC-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
PPP1R1CSNVMissense_Mutationc.65N>Tp.Pro22Leup.P22LQ8WVI7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CG-4437-01Stomachstomach adenocarcinomaMale>=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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