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: ATP6AP1L

Gene summary for ATP6AP1L

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ATP6AP1L

Gene ID

92270

Gene nameATPase H+ transporting accessory protein 1 like (pseudogene)
Gene AliasATP6AP1L
Cytomap5q14.2
Gene Typepseudo
GO ID

NA

UniProtAcc

NA


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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
92270ATP6AP1LHCC1HumanLiverHCC2.26e-062.63e+000.5336
92270ATP6AP1LHCC2HumanLiverHCC2.90e-161.97e+000.5341
92270ATP6AP1LHCC5HumanLiverHCC6.15e-081.64e+000.4932
92270ATP6AP1LPTC04HumanThyroidPTC1.15e-031.00e-010.1927
92270ATP6AP1LPTC05HumanThyroidPTC8.07e-042.08e-010.2065
92270ATP6AP1LPTC06HumanThyroidPTC1.58e-072.50e-010.2057
92270ATP6AP1LPTC07HumanThyroidPTC1.21e-041.14e-010.2044
92270ATP6AP1LATC13HumanThyroidATC5.43e-041.09e-010.34
92270ATP6AP1LATC2HumanThyroidATC5.95e-077.87e-010.34
92270ATP6AP1LATC5HumanThyroidATC2.74e-061.19e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
ATP6AP1LSNVMissense_Mutationc.641T>Cp.Leu214Prop.L214PQ52LC2protein_codingdeleterious(0)probably_damaging(0.988)TCGA-BH-A1FU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ATP6AP1LSNVMissense_Mutationrs550926078c.521G>Ap.Arg174Glnp.R174QQ52LC2protein_codingdeleterious(0.03)benign(0.05)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ATP6AP1LSNVMissense_Mutationc.589N>Gp.Thr197Alap.T197AQ52LC2protein_codingtolerated(1)benign(0)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ATP6AP1LSNVMissense_Mutationc.562N>Tp.His188Tyrp.H188YQ52LC2protein_codingtolerated(0.54)benign(0.005)TCGA-AA-3975-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATP6AP1LSNVMissense_Mutationc.160N>Cp.Ser54Prop.S54PQ52LC2protein_codingtolerated(0.1)benign(0.027)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ATP6AP1LSNVMissense_Mutationc.664N>Cp.Ile222Leup.I222LQ52LC2protein_codingdeleterious(0.03)benign(0.003)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ATP6AP1LSNVMissense_Mutationnovelc.184N>Tp.Arg62Cysp.R62CQ52LC2protein_codingdeleterious(0)benign(0.34)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ATP6AP1LSNVMissense_Mutationrs374101966c.277N>Tp.Arg93Cysp.R93CQ52LC2protein_codingtolerated(0.12)benign(0.001)TCGA-AP-A05O-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinPD
ATP6AP1LSNVMissense_Mutationrs746756477c.569N>Tp.Ser190Leup.S190LQ52LC2protein_codingdeleterious(0.03)benign(0)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
ATP6AP1LSNVMissense_Mutationrs774830030c.595N>Ap.Glu199Lysp.E199KQ52LC2protein_codingtolerated(0.08)benign(0.007)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid 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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