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: CPXM2

Gene summary for CPXM2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPXM2

Gene ID

119587

Gene namecarboxypeptidase X, M14 family member 2
Gene AliasCPX2
Cytomap10q26.13
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q8N436


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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
119587CPXM2HTA11_7663_2000001011HumanColorectumSER2.65e-121.33e+000.0131
119587CPXM2A008-E-015HumanColorectumFAP5.77e-032.58e-010.0177
119587CPXM2P2T-EHumanEsophagusESCC6.44e-051.62e-010.1177
119587CPXM2P4T-EHumanEsophagusESCC1.05e-101.67e-010.1323
119587CPXM2P15T-EHumanEsophagusESCC4.63e-038.85e-020.1149
119587CPXM2P16T-EHumanEsophagusESCC1.24e-518.80e-010.1153
119587CPXM2P26T-EHumanEsophagusESCC2.15e-144.36e-010.1276
119587CPXM2P27T-EHumanEsophagusESCC5.12e-477.66e-010.1055
119587CPXM2P30T-EHumanEsophagusESCC6.29e-124.10e-010.137
119587CPXM2P47T-EHumanEsophagusESCC4.38e-024.18e-020.1067
119587CPXM2P48T-EHumanEsophagusESCC4.77e-052.39e-010.0959
119587CPXM2P57T-EHumanEsophagusESCC8.09e-052.74e-010.0926
119587CPXM2P74T-EHumanEsophagusESCC3.51e-134.01e-010.1479
119587CPXM2P76T-EHumanEsophagusESCC1.07e-153.44e-010.1207
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
∗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:00516041ColorectumSERprotein maturation73/2897294/187231.82e-055.38e-0473
GO:00164851ColorectumSERprotein processing55/2897225/187232.84e-044.67e-0355
GO:005160418EsophagusESCCprotein maturation189/8552294/187237.64e-112.39e-09189
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
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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
CPXM2SNVMissense_Mutationc.1512G>Cp.Trp504Cysp.W504CQ8N436protein_codingdeleterious(0)probably_damaging(0.988)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CPXM2SNVMissense_Mutationrs138679076c.1987N>Ap.Val663Ilep.V663IQ8N436protein_codingtolerated(0.08)possibly_damaging(0.832)TCGA-AR-A24O-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
CPXM2SNVMissense_Mutationrs778892334c.1678C>Tp.Arg560Cysp.R560CQ8N436protein_codingtolerated(0.17)possibly_damaging(0.901)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
CPXM2SNVMissense_Mutationrs529727115c.1697N>Ap.Arg566Glnp.R566QQ8N436protein_codingtolerated(0.3)possibly_damaging(0.545)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
CPXM2SNVMissense_Mutationc.1041N>Ap.Ser347Argp.S347RQ8N436protein_codingdeleterious(0)probably_damaging(0.998)TCGA-S3-AA10-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanCR
CPXM2SNVMissense_Mutationnovelc.356C>Tp.Ala119Valp.A119VQ8N436protein_codingtolerated(0.22)probably_damaging(0.968)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
CPXM2insertionFrame_Shift_Insnovelc.1482_1483insAAAGGTTp.Ala495LysfsTer122p.A495Kfs*122Q8N436protein_codingTCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CPXM2insertionNonsense_Mutationnovelc.1480_1481insCCCGTTGCTGATGACGTGp.Thr493_Val494insAlaArgCysTerTerArgp.T493_V494insARC**RQ8N436protein_codingTCGA-B6-A0X1-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CPXM2deletionFrame_Shift_Delnovelc.482delTp.Leu161ArgfsTer42p.L161Rfs*42Q8N436protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CPXM2SNVMissense_Mutationnovelc.2063T>Gp.Val688Glyp.V688GQ8N436protein_codingtolerated(0.29)benign(0.158)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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