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: PSMA8

Gene summary for PSMA8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PSMA8

Gene ID

143471

Gene nameproteasome 20S subunit alpha 8
Gene AliasPSMA7L
Cytomap18q11.2
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q8TAA3


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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
143471PSMA8HTA11_2487_2000001011HumanColorectumSER3.37e-031.64e-01-0.1808
143471PSMA8HTA11_1938_2000001011HumanColorectumAD8.45e-113.44e-01-0.0811
143471PSMA8HTA11_78_2000001011HumanColorectumAD7.41e-144.66e-01-0.1088
143471PSMA8HTA11_347_2000001011HumanColorectumAD2.61e-173.93e-01-0.1954
143471PSMA8HTA11_3361_2000001011HumanColorectumAD2.22e-022.39e-01-0.1207
143471PSMA8HTA11_83_2000001011HumanColorectumSER4.23e-031.42e-01-0.1526
143471PSMA8HTA11_696_2000001011HumanColorectumAD2.77e-072.21e-01-0.1464
143471PSMA8HTA11_1391_2000001011HumanColorectumAD2.44e-134.56e-01-0.059
143471PSMA8HTA11_7862_2000001011HumanColorectumAD1.24e-021.54e-01-0.0179
143471PSMA8HTA11_6801_2000001011HumanColorectumSER2.21e-022.31e-010.0171
143471PSMA8HTA11_99999970781_79442HumanColorectumMSS4.63e-051.97e-010.294
143471PSMA8HTA11_99999965104_69814HumanColorectumMSS2.22e-021.15e-010.281
143471PSMA8HTA11_99999971662_82457HumanColorectumMSS1.21e-062.62e-010.3859
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:00104981ColorectumSERproteasomal protein catabolic process132/2897490/187233.08e-115.55e-09132
GO:00104982ColorectumMSSproteasomal protein catabolic process157/3467490/187232.39e-135.25e-11157
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05012ColorectumADParkinson disease147/2092266/84652.53e-278.48e-255.41e-25147
hsa05010ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa05016ColorectumADHuntington disease147/2092306/84651.93e-199.26e-185.91e-18147
hsa05020ColorectumADPrion disease133/2092273/84652.47e-188.29e-175.29e-17133
hsa05014ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa05022ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa03050ColorectumADProteasome29/209246/84653.87e-086.18e-073.94e-0729
hsa05017ColorectumADSpinocerebellar ataxia60/2092143/84653.78e-064.35e-052.78e-0560
hsa050121ColorectumADParkinson disease147/2092266/84652.53e-278.48e-255.41e-25147
hsa050101ColorectumADAlzheimer disease174/2092384/84651.82e-199.26e-185.91e-18174
hsa050161ColorectumADHuntington disease147/2092306/84651.93e-199.26e-185.91e-18147
hsa050201ColorectumADPrion disease133/2092273/84652.47e-188.29e-175.29e-17133
hsa050141ColorectumADAmyotrophic lateral sclerosis164/2092364/84654.28e-181.27e-168.09e-17164
hsa050221ColorectumADPathways of neurodegeneration - multiple diseases201/2092476/84654.54e-181.27e-168.09e-17201
hsa030501ColorectumADProteasome29/209246/84653.87e-086.18e-073.94e-0729
hsa050171ColorectumADSpinocerebellar ataxia60/2092143/84653.78e-064.35e-052.78e-0560
hsa050122ColorectumSERParkinson disease132/1580266/84652.72e-319.03e-296.55e-29132
hsa050202ColorectumSERPrion disease119/1580273/84654.61e-223.06e-202.22e-20119
hsa050162ColorectumSERHuntington disease127/1580306/84653.29e-211.37e-199.92e-20127
hsa050102ColorectumSERAlzheimer disease146/1580384/84656.52e-202.40e-181.75e-18146
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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
PSMA8SNVMissense_Mutationnovelc.274N>Gp.Ile92Valp.I92VQ8TAA3protein_codingtolerated(0.61)benign(0.03)TCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
PSMA8SNVMissense_Mutationnovelc.51C>Ap.His17Glnp.H17QQ8TAA3protein_codingdeleterious(0.01)benign(0.254)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PSMA8SNVMissense_Mutationnovelc.164N>Cp.Leu55Prop.L55PQ8TAA3protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PSMA8SNVMissense_Mutationnovelc.325N>Tp.Pro109Serp.P109SQ8TAA3protein_codingdeleterious(0.05)benign(0.009)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PSMA8SNVMissense_Mutationc.546N>Cp.Lys182Asnp.K182NQ8TAA3protein_codingdeleterious(0.02)probably_damaging(0.954)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PSMA8SNVMissense_Mutationrs777581252c.101N>Tp.Ala34Valp.A34VQ8TAA3protein_codingtolerated(0.2)benign(0.122)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PSMA8SNVMissense_Mutationc.20N>Ap.Arg7Lysp.R7KQ8TAA3protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
PSMA8SNVMissense_Mutationc.584N>Ap.Ala195Aspp.A195DQ8TAA3protein_codingdeleterious(0)possibly_damaging(0.786)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PSMA8SNVMissense_Mutationnovelc.747G>Tp.Lys249Asnp.K249NQ8TAA3protein_codingtolerated(0.22)benign(0.014)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PSMA8SNVMissense_Mutationnovelc.607N>Gp.Leu203Valp.L203VQ8TAA3protein_codingdeleterious(0.01)probably_damaging(0.917)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<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
143471PSMA8DRUGGABLE GENOME, PROTEASECARFILZOMIBCARFILZOMIB24524217
143471PSMA8DRUGGABLE GENOME, PROTEASEinhibitorCHEMBL3545432IXAZOMIB CITRATE
143471PSMA8DRUGGABLE GENOME, PROTEASEinhibitorBORTEZOMIBBORTEZOMIB
143471PSMA8DRUGGABLE GENOME, PROTEASEinhibitorCHEMBL371405MARIZOMIB
143471PSMA8DRUGGABLE GENOME, PROTEASEBORTEZOMIBBORTEZOMIB24524217
143471PSMA8DRUGGABLE GENOME, PROTEASEinhibitorCHEMBL2103884OPROZOMIB
143471PSMA8DRUGGABLE GENOME, PROTEASEinhibitorCARFILZOMIBCARFILZOMIB
143471PSMA8DRUGGABLE GENOME, PROTEASEinhibitorCHEMBL451887CARFILZOMIB
143471PSMA8DRUGGABLE GENOME, PROTEASEinhibitorCHEMBL325041BORTEZOMIB
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