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: CPXM1

Gene summary for CPXM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPXM1

Gene ID

56265

Gene namecarboxypeptidase X, M14 family member 1
Gene AliasCPX1
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q96SM3


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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
56265CPXM1AEH-subject1HumanEndometriumAEH7.18e-27-5.98e-01-0.3059
56265CPXM1AEH-subject2HumanEndometriumAEH3.88e-43-6.46e-01-0.2525
56265CPXM1AEH-subject3HumanEndometriumAEH3.36e-25-5.95e-01-0.2576
56265CPXM1AEH-subject4HumanEndometriumAEH3.71e-14-5.31e-01-0.2657
56265CPXM1AEH-subject5HumanEndometriumAEH5.13e-39-6.75e-01-0.2953
56265CPXM1EEC-subject1HumanEndometriumEEC5.58e-35-6.69e-01-0.2682
56265CPXM1EEC-subject2HumanEndometriumEEC3.33e-41-6.74e-01-0.2607
56265CPXM1EEC-subject3HumanEndometriumEEC5.57e-41-6.63e-01-0.2525
56265CPXM1EEC-subject4HumanEndometriumEEC2.22e-30-6.25e-01-0.2571
56265CPXM1EEC-subject5HumanEndometriumEEC1.87e-39-6.74e-01-0.249
56265CPXM1GSM5276935HumanEndometriumEEC9.25e-41-6.76e-01-0.123
56265CPXM1GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC1.15e-33-6.82e-01-0.1869
56265CPXM1GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC3.70e-30-6.82e-01-0.1875
56265CPXM1GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.11e-31-6.70e-01-0.1883
56265CPXM1GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC3.75e-43-6.82e-01-0.1934
56265CPXM1GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.92e-44-6.82e-01-0.1917
56265CPXM1GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC2.11e-44-6.82e-01-0.1916
56265CPXM1GSM6177623_NYU_UCEC3_VisHumanEndometriumEEC6.15e-12-4.93e-01-0.1269
56265CPXM1P2T-EHumanEsophagusESCC4.91e-225.78e-010.1177
56265CPXM1P4T-EHumanEsophagusESCC3.53e-082.20e-010.1323
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
∗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:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:00516046LiverCirrhoticprotein maturation121/4634294/187233.54e-101.68e-08121
GO:00164853LiverCirrhoticprotein processing85/4634225/187239.01e-061.32e-0485
GO:005160412LiverHCCprotein maturation171/7958294/187233.80e-088.30e-07171
GO:001648511LiverHCCprotein processing121/7958225/187234.01e-042.71e-03121
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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
CPXM1SNVMissense_Mutationc.1267N>Cp.Glu423Glnp.E423QQ96SM3protein_codingtolerated(0.14)possibly_damaging(0.745)TCGA-A8-A09G-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
CPXM1SNVMissense_Mutationrs868174784c.872N>Tp.Ser291Phep.S291FQ96SM3protein_codingdeleterious(0)possibly_damaging(0.853)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPXM1SNVMissense_Mutationc.1489C>Tp.Leu497Phep.L497FQ96SM3protein_codingtolerated(0.09)probably_damaging(0.977)TCGA-BH-A0GZ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
CPXM1SNVMissense_Mutationc.1399N>Cp.Tyr467Hisp.Y467HQ96SM3protein_codingtolerated(0.46)possibly_damaging(0.855)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CPXM1SNVMissense_Mutationc.830C>Tp.Ser277Leup.S277LQ96SM3protein_codingdeleterious(0)benign(0.053)TCGA-C8-A12P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CPXM1SNVMissense_Mutationrs773155636c.962N>Ap.Arg321Hisp.R321HQ96SM3protein_codingdeleterious(0.02)benign(0.206)TCGA-C8-A1HK-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CPXM1SNVMissense_Mutationrs769164265c.1267N>Ap.Glu423Lysp.E423KQ96SM3protein_codingtolerated(0.14)benign(0.44)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPXM1SNVMissense_Mutationrs756881556c.1984C>Tp.Arg662Cysp.R662CQ96SM3protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
CPXM1insertionNonsense_Mutationnovelc.1095_1096insTCAAGACGGGAAGGGGAAGAGTAGAGAGGGAGGGACAAAGTGAGGAp.Gly366SerfsTer8p.G366Sfs*8Q96SM3protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CPXM1insertionFrame_Shift_Insnovelc.1151_1152insTGGGCAGGGTGTGGAGTATGGACAGGGATp.Asn385GlyfsTer10p.N385Gfs*10Q96SM3protein_codingTCGA-AN-A0FX-01Breastbreast invasive 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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