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: APOPT1

Gene summary for APOPT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APOPT1

Gene ID

84334

Gene namecytochrome c oxidase assembly factor 8
Gene AliasAPOP
Cytomap14q32.33
Gene Typeprotein-coding
GO ID

GO:0000302

UniProtAcc

Q96IL0


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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
84334APOPT1P30T-EHumanEsophagusESCC3.64e-092.12e-010.137
84334APOPT1P31T-EHumanEsophagusESCC2.79e-121.54e-010.1251
84334APOPT1P32T-EHumanEsophagusESCC4.55e-184.25e-010.1666
84334APOPT1P36T-EHumanEsophagusESCC2.65e-031.02e-010.1187
84334APOPT1P37T-EHumanEsophagusESCC3.02e-213.26e-010.1371
84334APOPT1P39T-EHumanEsophagusESCC1.32e-06-3.79e-020.0894
84334APOPT1P40T-EHumanEsophagusESCC1.19e-058.84e-020.109
84334APOPT1P42T-EHumanEsophagusESCC3.09e-061.99e-010.1175
84334APOPT1P47T-EHumanEsophagusESCC1.01e-097.69e-020.1067
84334APOPT1P48T-EHumanEsophagusESCC2.42e-095.82e-020.0959
84334APOPT1P49T-EHumanEsophagusESCC8.61e-128.17e-010.1768
84334APOPT1P52T-EHumanEsophagusESCC1.27e-121.44e-010.1555
84334APOPT1P54T-EHumanEsophagusESCC5.89e-132.33e-010.0975
84334APOPT1P56T-EHumanEsophagusESCC4.00e-024.23e-010.1613
84334APOPT1P57T-EHumanEsophagusESCC1.33e-072.48e-010.0926
84334APOPT1P61T-EHumanEsophagusESCC1.83e-134.20e-010.099
84334APOPT1P62T-EHumanEsophagusESCC3.98e-213.24e-010.1302
84334APOPT1P65T-EHumanEsophagusESCC2.98e-152.34e-010.0978
84334APOPT1P74T-EHumanEsophagusESCC2.42e-194.18e-010.1479
84334APOPT1P75T-EHumanEsophagusESCC1.63e-203.27e-010.1125
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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
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
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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
APOPT1SNVMissense_Mutationrs756550363c.530N>Ap.Arg177Hisp.R177HQ96IL0protein_codingdeleterious(0.03)possibly_damaging(0.765)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
APOPT1SNVMissense_Mutationc.527N>Cp.Lys176Thrp.K176TQ96IL0protein_codingdeleterious(0)probably_damaging(0.934)TCGA-G4-6586-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
APOPT1SNVMissense_Mutationc.539N>Tp.Ala180Valp.A180VQ96IL0protein_codingtolerated(0.06)benign(0.025)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
APOPT1SNVMissense_Mutationnovelc.217G>Tp.Asp73Tyrp.D73YQ96IL0protein_codingdeleterious(0)probably_damaging(0.983)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
APOPT1SNVMissense_Mutationnovelc.292A>Cp.Lys98Glnp.K98QQ96IL0protein_codingtolerated(0.14)benign(0.022)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
APOPT1SNVMissense_Mutationrs756869402c.255N>Gp.Ile85Metp.I85MQ96IL0protein_codingdeleterious(0.01)possibly_damaging(0.77)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
APOPT1SNVMissense_Mutationrs562472810c.472N>Ap.Glu158Lysp.E158KQ96IL0protein_codingtolerated(0.11)benign(0.339)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
APOPT1SNVMissense_Mutationc.415N>Gp.Thr139Alap.T139AQ96IL0protein_codingtolerated(0.62)benign(0.001)TCGA-BC-4073-01Liverliver hepatocellular carcinomaMale>=65III/IVTargeted Molecular therapysorafenibSD
APOPT1SNVMissense_Mutationnovelc.40N>Tp.Met14Leup.M14LQ96IL0protein_codingtolerated(0.15)benign(0)TCGA-DD-AACL-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownSD
APOPT1SNVMissense_Mutationrs747124583c.370N>Ap.Glu124Lysp.E124KQ96IL0protein_codingtolerated(0.11)benign(0.031)TCGA-91-8499-01Lunglung adenocarcinomaFemale>=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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