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: CPVL

Gene summary for CPVL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPVL

Gene ID

54504

Gene namecarboxypeptidase vitellogenic like
Gene AliasHVLP
Cytomap7p14.3
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

A0A024RA40


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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
54504CPVLLZE20THumanEsophagusESCC4.83e-073.48e-010.0662
54504CPVLLZE22THumanEsophagusESCC1.11e-085.66e-010.068
54504CPVLLZE24THumanEsophagusESCC1.33e-112.88e-010.0596
54504CPVLP1T-EHumanEsophagusESCC1.06e-023.56e-010.0875
54504CPVLP2T-EHumanEsophagusESCC6.61e-164.20e-010.1177
54504CPVLP4T-EHumanEsophagusESCC6.64e-431.03e+000.1323
54504CPVLP8T-EHumanEsophagusESCC4.87e-298.80e-010.0889
54504CPVLP10T-EHumanEsophagusESCC3.27e-194.92e-010.116
54504CPVLP11T-EHumanEsophagusESCC3.10e-179.49e-010.1426
54504CPVLP12T-EHumanEsophagusESCC1.89e-153.19e-010.1122
54504CPVLP16T-EHumanEsophagusESCC4.73e-501.09e+000.1153
54504CPVLP20T-EHumanEsophagusESCC5.35e-205.00e-010.1124
54504CPVLP22T-EHumanEsophagusESCC1.88e-141.36e-010.1236
54504CPVLP26T-EHumanEsophagusESCC2.54e-306.27e-010.1276
54504CPVLP27T-EHumanEsophagusESCC8.17e-215.20e-010.1055
54504CPVLP37T-EHumanEsophagusESCC9.22e-041.12e-010.1371
54504CPVLP39T-EHumanEsophagusESCC2.09e-071.15e-010.0894
54504CPVLP52T-EHumanEsophagusESCC1.28e-041.98e-010.1555
54504CPVLP56T-EHumanEsophagusESCC4.54e-131.27e+000.1613
54504CPVLP61T-EHumanEsophagusESCC2.87e-246.91e-010.099
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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
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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
CPVLSNVMissense_Mutationrs775870649c.694G>Ap.Gly232Argp.G232RQ9H3G5protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPVLSNVMissense_Mutationnovelc.533N>Tp.Asp178Valp.D178VQ9H3G5protein_codingdeleterious(0)probably_damaging(0.969)TCGA-BH-A209-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPVLSNVMissense_Mutationc.385G>Tp.Val129Phep.V129FQ9H3G5protein_codingdeleterious(0.04)probably_damaging(0.938)TCGA-D8-A1JL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPVLSNVMissense_Mutationc.279N>Ap.Phe93Leup.F93LQ9H3G5protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPVLdeletionFrame_Shift_Delnovelc.726delNp.Glu243AsnfsTer4p.E243Nfs*4Q9H3G5protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CPVLdeletionFrame_Shift_Delnovelc.94delNp.Ser32ProfsTer29p.S32Pfs*29Q9H3G5protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CPVLSNVMissense_Mutationc.574G>Ap.Glu192Lysp.E192KQ9H3G5protein_codingtolerated(0.1)benign(0.281)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CPVLdeletionFrame_Shift_Delc.794delNp.Lys265SerfsTer11p.K265Sfs*11Q9H3G5protein_codingTCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CPVLSNVMissense_Mutationc.23N>Cp.Val8Alap.V8AQ9H3G5protein_codingtolerated(0.54)benign(0)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CPVLSNVMissense_Mutationc.949N>Gp.Phe317Valp.F317VQ9H3G5protein_codingdeleterious(0.01)benign(0.1)TCGA-AA-3818-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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