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: PROSC

Gene summary for PROSC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PROSC

Gene ID

11212

Gene namepyridoxal phosphate binding protein
Gene AliasEPVB6D
Cytomap8p11.23
Gene Typeprotein-coding
GO ID

GO:0008150

UniProtAcc

O94903


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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
11212PROSCP1T-EHumanEsophagusESCC6.20e-084.62e-010.0875
11212PROSCP2T-EHumanEsophagusESCC6.92e-397.40e-010.1177
11212PROSCP4T-EHumanEsophagusESCC2.70e-298.50e-010.1323
11212PROSCP5T-EHumanEsophagusESCC3.56e-091.41e-010.1327
11212PROSCP8T-EHumanEsophagusESCC3.25e-235.11e-010.0889
11212PROSCP9T-EHumanEsophagusESCC2.34e-101.51e-010.1131
11212PROSCP10T-EHumanEsophagusESCC2.86e-367.32e-010.116
11212PROSCP11T-EHumanEsophagusESCC1.70e-143.82e-010.1426
11212PROSCP12T-EHumanEsophagusESCC3.85e-235.35e-010.1122
11212PROSCP15T-EHumanEsophagusESCC5.77e-551.42e+000.1149
11212PROSCP16T-EHumanEsophagusESCC1.14e-387.45e-010.1153
11212PROSCP17T-EHumanEsophagusESCC9.56e-113.21e-010.1278
11212PROSCP19T-EHumanEsophagusESCC9.03e-035.89e-010.1662
11212PROSCP20T-EHumanEsophagusESCC6.11e-409.60e-010.1124
11212PROSCP21T-EHumanEsophagusESCC8.33e-264.78e-010.1617
11212PROSCP22T-EHumanEsophagusESCC3.33e-193.70e-010.1236
11212PROSCP23T-EHumanEsophagusESCC1.73e-338.33e-010.108
11212PROSCP24T-EHumanEsophagusESCC1.44e-215.44e-010.1287
11212PROSCP26T-EHumanEsophagusESCC3.46e-133.17e-010.1276
11212PROSCP27T-EHumanEsophagusESCC8.76e-124.42e-010.1055
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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
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
∗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
PROSCSNVMissense_Mutationc.395N>Cp.Arg132Thrp.R132TO94903protein_codingtolerated(0.07)benign(0.01)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
PROSCSNVMissense_Mutationc.409N>Ap.Glu137Lysp.E137KO94903protein_codingtolerated(0.22)benign(0.038)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PROSCSNVMissense_Mutationc.613C>Tp.Arg205Trpp.R205WO94903protein_codingdeleterious(0)probably_damaging(0.988)TCGA-Q1-A6DW-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
PROSCSNVMissense_Mutationc.21G>Ap.Met7Ilep.M7IO94903protein_codingtolerated(0.05)benign(0.081)TCGA-AD-6895-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
PROSCSNVMissense_Mutationc.677N>Tp.Ser226Phep.S226FO94903protein_codingdeleterious(0)probably_damaging(0.995)TCGA-G4-6311-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyoxaliplatinSD
PROSCSNVMissense_Mutationnovelc.100N>Tp.Asp34Tyrp.D34YO94903protein_codingdeleterious(0.01)possibly_damaging(0.537)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PROSCSNVMissense_Mutationrs765044174c.748N>Tp.Arg250Trpp.R250WO94903protein_codingdeleterious(0)probably_damaging(1)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
PROSCSNVMissense_Mutationnovelc.494N>Cp.Val165Alap.V165AO94903protein_codingtolerated(0.44)benign(0.023)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PROSCSNVMissense_Mutationnovelc.689N>Gp.Gln230Argp.Q230RO94903protein_codingdeleterious(0.03)benign(0.027)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
PROSCSNVMissense_Mutationnovelc.617A>Gp.Glu206Glyp.E206GO94903protein_codingtolerated(0.09)benign(0.033)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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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