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: CAPZA2

Gene summary for CAPZA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CAPZA2

Gene ID

830

Gene namecapping actin protein of muscle Z-line subunit alpha 2
Gene AliasCAPPA2
Cytomap7q31.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

A4D0V4


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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
830CAPZA2AEH-subject3HumanEndometriumAEH4.49e-03-1.90e-01-0.2576
830CAPZA2EEC-subject1HumanEndometriumEEC9.36e-04-1.13e-01-0.2682
830CAPZA2EEC-subject3HumanEndometriumEEC1.98e-15-1.80e-01-0.2525
830CAPZA2EEC-subject4HumanEndometriumEEC1.14e-02-1.98e-01-0.2571
830CAPZA2GSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC2.48e-18-1.90e-01-0.1869
830CAPZA2GSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC1.48e-16-2.13e-01-0.1875
830CAPZA2GSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC9.25e-20-1.46e-01-0.1883
830CAPZA2GSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC4.14e-23-2.46e-01-0.1934
830CAPZA2GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.48e-323.26e-02-0.1917
830CAPZA2GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC4.77e-345.83e-02-0.1916
830CAPZA2LZE2THumanEsophagusESCC3.67e-021.73e-010.082
830CAPZA2LZE3DHumanEsophagusHGIN1.41e-036.34e-010.0668
830CAPZA2LZE4THumanEsophagusESCC2.01e-156.55e-010.0811
830CAPZA2LZE7THumanEsophagusESCC1.19e-027.18e-010.0667
830CAPZA2LZE8THumanEsophagusESCC1.30e-167.20e-010.067
830CAPZA2LZE20THumanEsophagusESCC3.98e-084.64e-010.0662
830CAPZA2LZE22THumanEsophagusESCC4.69e-027.58e-010.068
830CAPZA2LZE24THumanEsophagusESCC3.66e-198.47e-010.0596
830CAPZA2LZE21THumanEsophagusESCC1.26e-053.65e-010.0655
830CAPZA2LZE6THumanEsophagusESCC1.88e-046.52e-010.0845
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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
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
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
GO:000701516EndometriumAEHactin filament organization98/2100442/187231.99e-112.98e-0998
GO:003297016EndometriumAEHregulation of actin filament-based process89/2100397/187239.14e-111.10e-0889
GO:190290316EndometriumAEHregulation of supramolecular fiber organization83/2100383/187232.20e-091.78e-0783
GO:003295616EndometriumAEHregulation of actin cytoskeleton organization77/2100358/187231.18e-087.76e-0777
GO:003253510EndometriumAEHregulation of cellular component size78/2100383/187231.10e-075.29e-0678
GO:011005316EndometriumAEHregulation of actin filament organization61/2100278/187231.83e-078.11e-0661
GO:004325416EndometriumAEHregulation of protein-containing complex assembly83/2100428/187233.90e-071.63e-0583
GO:005125816EndometriumAEHprotein polymerization62/2100297/187239.04e-073.19e-0562
GO:003227116EndometriumAEHregulation of protein polymerization50/2100233/187234.43e-061.16e-0450
GO:19029049EndometriumAEHnegative regulation of supramolecular fiber organization39/2100167/187236.07e-061.50e-0439
GO:002241115EndometriumAEHcellular component disassembly80/2100443/187231.07e-052.45e-0480
GO:00329848EndometriumAEHprotein-containing complex disassembly45/2100224/187237.16e-051.10e-0345
GO:003133310EndometriumAEHnegative regulation of protein-containing complex assembly32/2100141/187237.22e-051.10e-0332
GO:000815410EndometriumAEHactin polymerization or depolymerization44/2100218/187237.64e-051.15e-0344
GO:003004110EndometriumAEHactin filament polymerization39/2100191/187231.47e-041.96e-0339
GO:001063910EndometriumAEHnegative regulation of organelle organization61/2100348/187232.65e-043.09e-0361
GO:003083310EndometriumAEHregulation of actin filament polymerization35/2100172/187233.36e-043.73e-0335
GO:000806410EndometriumAEHregulation of actin polymerization or depolymerization37/2100188/187234.57e-044.80e-0337
GO:00308329EndometriumAEHregulation of actin filament length37/2100189/187235.08e-045.18e-0337
GO:00514949EndometriumAEHnegative regulation of cytoskeleton organization32/2100163/187231.12e-039.74e-0332
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414420EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa048144EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa04144110EndometriumAEHEndocytosis56/1197251/84652.58e-042.15e-031.57e-0356
hsa0481411EndometriumAEHMotor proteins42/1197193/84652.41e-031.42e-021.04e-0242
hsa0414424EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
hsa048142EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa0414434EndometriumEECEndocytosis57/1237251/84653.34e-042.82e-032.10e-0357
hsa048143EndometriumEECMotor proteins42/1237193/84654.43e-032.39e-021.78e-0242
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414412LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
hsa0414413LiverCirrhoticEndocytosis119/2530251/84652.33e-094.56e-082.81e-08119
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414428Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414436Oral cavityLPEndocytosis121/2418251/84651.89e-113.70e-102.38e-10121
hsa0414425ProstateBPHEndocytosis89/1718251/84651.06e-081.29e-077.99e-0889
hsa04144111ProstateBPHEndocytosis89/1718251/84651.06e-081.29e-077.99e-0889
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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
CAPZA2SNVMissense_Mutationc.593N>Tp.Tyr198Phep.Y198FP47755protein_codingdeleterious(0.02)possibly_damaging(0.75)TCGA-A2-A0SW-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
CAPZA2deletionFrame_Shift_Delnovelc.259delNp.Leu88TrpfsTer14p.L88Wfs*14P47755protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CAPZA2SNVMissense_Mutationc.273N>Cp.Lys91Asnp.K91NP47755protein_codingdeleterious(0.01)benign(0.141)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CAPZA2SNVMissense_Mutationnovelc.836N>Gp.Ile279Serp.I279SP47755protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A6-2672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CAPZA2SNVMissense_Mutationc.67N>Tp.His23Tyrp.H23YP47755protein_codingdeleterious(0.02)possibly_damaging(0.596)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CAPZA2SNVMissense_Mutationc.775N>Tp.Arg259Cysp.R259CP47755protein_codingdeleterious(0.01)possibly_damaging(0.574)TCGA-F4-6463-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CAPZA2SNVMissense_Mutationc.53C>Ap.Ala18Glup.A18EP47755protein_codingdeleterious(0.01)benign(0.081)TCGA-QL-A97D-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CAPZA2SNVMissense_Mutationc.32N>Tp.Glu11Valp.E11VP47755protein_codingtolerated(0.07)benign(0.083)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CAPZA2SNVMissense_Mutationc.631N>Tp.Asp211Tyrp.D211YP47755protein_codingdeleterious(0)possibly_damaging(0.868)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CAPZA2SNVMissense_Mutationc.719N>Gp.Gln240Argp.Q240RP47755protein_codingdeleterious(0)probably_damaging(0.987)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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