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: AHSA2

Gene summary for AHSA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

AHSA2

Gene ID

130872

Gene nameactivator of HSP90 ATPase homolog 2, pseudogene
Gene AliasAHA1
Cytomap2p15
Gene Typepseudo
GO ID

GO:0006457

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
130872AHSA2HCC1_MengHumanLiverHCC6.42e-317.92e-020.0246
130872AHSA2HCC2_MengHumanLiverHCC5.28e-312.39e-010.0107
130872AHSA2HCC1HumanLiverHCC2.82e-114.47e+000.5336
130872AHSA2HCC2HumanLiverHCC1.62e-062.63e+000.5341
130872AHSA2C04HumanOral cavityOSCC1.66e-054.44e-010.2633
130872AHSA2C21HumanOral cavityOSCC4.65e-165.76e-010.2678
130872AHSA2C30HumanOral cavityOSCC9.96e-115.78e-010.3055
130872AHSA2C43HumanOral cavityOSCC1.75e-021.25e-010.1704
130872AHSA2C46HumanOral cavityOSCC1.97e-052.31e-010.1673
130872AHSA2C51HumanOral cavityOSCC9.23e-085.25e-010.2674
130872AHSA2C57HumanOral cavityOSCC1.73e-021.87e-010.1679
130872AHSA2C06HumanOral cavityOSCC1.45e-024.81e-010.2699
130872AHSA2C08HumanOral cavityOSCC2.88e-356.99e-010.1919
130872AHSA2C09HumanOral cavityOSCC9.50e-114.39e-010.1431
130872AHSA2SYSMH1HumanOral cavityOSCC7.79e-072.85e-010.1127
130872AHSA2SYSMH2HumanOral cavityOSCC3.56e-174.83e-010.2326
130872AHSA2SYSMH3HumanOral cavityOSCC1.37e-082.73e-010.2442
130872AHSA2SYSMH4HumanOral cavityOSCC4.55e-031.09e-010.1226
130872AHSA2SYSMH5HumanOral cavityOSCC3.41e-031.76e-010.0647
130872AHSA2SYSMH6HumanOral cavityOSCC5.47e-051.77e-010.1275
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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
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
∗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
AHSA2SNVMissense_Mutationnovelc.216N>Ap.Met72Ilep.M72IQ719I0protein_codingdeleterious(0.01)benign(0.084)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AHSA2SNVMissense_Mutationnovelc.262G>Ap.Ala88Thrp.A88TQ719I0protein_codingtolerated(0.43)benign(0.186)TCGA-AP-A1DR-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
AHSA2SNVMissense_Mutationnovelc.323N>Gp.Ile108Serp.I108SQ719I0protein_codingtolerated(0.08)benign(0.036)TCGA-DF-A2KV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AHSA2SNVMissense_Mutationnovelc.203N>Cp.Lys68Thrp.K68TQ719I0protein_codingdeleterious(0.03)benign(0.003)TCGA-EY-A1GD-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
AHSA2insertionFrame_Shift_Insrs754617838c.403dupCp.Leu135ProfsTer6p.L135Pfs*6Q719I0protein_codingTCGA-B5-A11G-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
AHSA2SNVMissense_Mutationc.284T>Ap.Leu95Glnp.L95QQ719I0protein_codingtolerated(0.54)benign(0.202)TCGA-CC-A7IJ-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
AHSA2SNVMissense_Mutationc.175A>Gp.Ile59Valp.I59VQ719I0protein_codingtolerated(0.55)benign(0.017)TCGA-86-8585-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
AHSA2SNVMissense_Mutationc.222N>Tp.Trp74Cysp.W74CQ719I0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-18-3411-01Lunglung squamous cell carcinomaFemale<65III/IVUnknownUnknownSD
AHSA2SNVMissense_Mutationc.81G>Cp.Gln27Hisp.Q27HQ719I0protein_codingtolerated(0.11)benign(0.188)TCGA-21-5786-01Lunglung squamous cell carcinomaMale<65I/IIUnknownUnknownPD
AHSA2insertionFrame_Shift_Insrs754617838c.397_398insCp.Leu135ProfsTer6p.L135Pfs*6Q719I0protein_codingTCGA-BR-6566-01Stomachstomach 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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