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
84334APOPT1HCC2HumanLiverHCC3.22e-203.88e+000.5341
84334APOPT1Pt13.bHumanLiverHCC2.37e-111.18e-010.0251
84334APOPT1Pt14.bHumanLiverHCC7.57e-031.80e-010.018
84334APOPT1S014HumanLiverHCC8.65e-054.64e-010.2254
84334APOPT1S015HumanLiverHCC1.97e-023.12e-010.2375
84334APOPT1S016HumanLiverHCC3.89e-023.24e-010.2243
84334APOPT1S028HumanLiverHCC2.53e-044.36e-010.2503
84334APOPT1S029HumanLiverHCC1.40e-055.91e-010.2581
84334APOPT1C04HumanOral cavityOSCC5.73e-341.51e+000.2633
84334APOPT1C21HumanOral cavityOSCC1.53e-631.93e+000.2678
84334APOPT1C30HumanOral cavityOSCC1.18e-502.23e+000.3055
84334APOPT1C38HumanOral cavityOSCC1.47e-038.74e-010.172
84334APOPT1C43HumanOral cavityOSCC3.97e-569.51e-010.1704
84334APOPT1C46HumanOral cavityOSCC6.25e-164.76e-010.1673
84334APOPT1C51HumanOral cavityOSCC1.35e-151.11e+000.2674
84334APOPT1C57HumanOral cavityOSCC2.65e-176.77e-010.1679
84334APOPT1C06HumanOral cavityOSCC1.28e-091.55e+000.2699
84334APOPT1C07HumanOral cavityOSCC1.19e-029.33e-010.2491
84334APOPT1C08HumanOral cavityOSCC5.19e-511.10e+000.1919
84334APOPT1C09HumanOral cavityOSCC1.26e-094.98e-010.1431
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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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