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Gene: PSME1 |
Gene summary for PSME1 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | PSME1 | Gene ID | 5720 |
| Gene name | proteasome activator subunit 1 | |
| Gene Alias | HEL-S-129m | |
| Cytomap | 14q12 | |
| Gene Type | protein-coding | GO ID | GO:0000082 | UniProtAcc | Q06323 |
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Malignant transformation analysis |
| 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 |
| Malignant transformation involving gene list. |
| Entrez ID | Symbol | Replicates | Species | Organ | Tissue | Adj P-value | Log2FC | Malignancy |
| 5720 | PSME1 | CA_HPV_1 | Human | Cervix | CC | 2.89e-17 | 2.45e-01 | 0.0264 |
| 5720 | PSME1 | CA_HPV_3 | Human | Cervix | CC | 1.98e-06 | 2.38e-01 | 0.0414 |
| 5720 | PSME1 | N_HPV_2 | Human | Cervix | N_HPV | 5.58e-07 | 2.60e-01 | -0.0131 |
| 5720 | PSME1 | CCI_1 | Human | Cervix | CC | 6.99e-15 | -8.31e-01 | 0.528 |
| 5720 | PSME1 | CCI_2 | Human | Cervix | CC | 1.72e-05 | -6.26e-01 | 0.5249 |
| 5720 | PSME1 | CCI_3 | Human | Cervix | CC | 8.22e-17 | -7.90e-01 | 0.516 |
| 5720 | PSME1 | CCII_1 | Human | Cervix | CC | 1.00e-27 | -8.29e-01 | 0.3249 |
| 5720 | PSME1 | Tumor | Human | Cervix | CC | 4.70e-04 | 2.63e-01 | 0.1241 |
| 5720 | PSME1 | L1 | Human | Cervix | CC | 1.78e-09 | -2.84e-01 | 0.0802 |
| 5720 | PSME1 | HTA11_2487_2000001011 | Human | Colorectum | SER | 8.45e-08 | 3.76e-01 | -0.1808 |
| 5720 | PSME1 | HTA11_1938_2000001011 | Human | Colorectum | AD | 5.28e-06 | 4.23e-01 | -0.0811 |
| 5720 | PSME1 | HTA11_78_2000001011 | Human | Colorectum | AD | 4.87e-03 | 2.48e-01 | -0.1088 |
| 5720 | PSME1 | HTA11_347_2000001011 | Human | Colorectum | AD | 8.45e-16 | 4.48e-01 | -0.1954 |
| 5720 | PSME1 | HTA11_411_2000001011 | Human | Colorectum | SER | 6.90e-04 | 6.61e-01 | -0.2602 |
| 5720 | PSME1 | HTA11_2112_2000001011 | Human | Colorectum | SER | 1.28e-03 | 5.53e-01 | -0.2196 |
| 5720 | PSME1 | HTA11_3361_2000001011 | Human | Colorectum | AD | 4.19e-02 | 2.63e-01 | -0.1207 |
| 5720 | PSME1 | HTA11_83_2000001011 | Human | Colorectum | SER | 7.22e-04 | 2.90e-01 | -0.1526 |
| 5720 | PSME1 | HTA11_696_2000001011 | Human | Colorectum | AD | 4.78e-11 | 3.21e-01 | -0.1464 |
| 5720 | PSME1 | HTA11_866_2000001011 | Human | Colorectum | AD | 6.93e-06 | 2.29e-01 | -0.1001 |
| 5720 | PSME1 | HTA11_1391_2000001011 | Human | Colorectum | AD | 1.10e-13 | 4.97e-01 | -0.059 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 |
| Transcriptomic changes along malignancy continuum. |
| Tissue | Expression Dynamics | Abbreviation |
| Cervix |  | CC: Cervix cancer |
| HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions | ||
| N_HPV: HPV-infected normal cervix | ||
| Colorectum (GSE201348) |  | FAP: Familial adenomatous polyposis |
| CRC: Colorectal cancer | ||
| Colorectum (HTA11) |  | AD: Adenomas |
| SER: Sessile serrated lesions | ||
| MSI-H: Microsatellite-high colorectal cancer | ||
| MSS: Microsatellite stable colorectal cancer | ||
| Endometrium |  | AEH: Atypical endometrial hyperplasia |
| EEC: Endometrioid Cancer | ||
| Esophagus |  | ESCC: Esophageal squamous cell carcinoma |
| HGIN: High-grade intraepithelial neoplasias | ||
| LGIN: Low-grade intraepithelial neoplasias | ||
| GC |  | CAG: Chronic atrophic gastritis |
| CAG with IM: Chronic atrophic gastritis with intestinal metaplasia | ||
| CSG: Chronic superficial gastritis | ||
| GC: Gastric cancer | ||
| SIM: Severe intestinal metaplasia | ||
| WIM: Wild intestinal metaplasia | ||
| Liver |  | HCC: Hepatocellular carcinoma |
| NAFLD: Non-alcoholic fatty liver disease | ||
| Oral Cavity |  | EOLP: Erosive Oral lichen planus |
| LP: leukoplakia | ||
| NEOLP: Non-erosive oral lichen planus | ||
| OSCC: Oral squamous cell carcinoma | ||
| Prostate |  | BPH: Benign Prostatic Hyperplasia |
| Skin |  | AK: Actinic keratosis |
| cSCC: Cutaneous squamous cell carcinoma | ||
| SCCIS:squamous cell carcinoma in situ | ||
| Thyroid |  | 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 |
| Find out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer |
| Figure of enriched GO biological processes. |
| Tissue | Disease Stage | Enriched GO biological Processes |
| Colorectum | AD |  |
| Colorectum | SER |  |
| Colorectum | MSS |  |
| Colorectum | MSI-H |  |
| Colorectum | FAP |  |
| ∗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). |
| Page: 1 2 3 4 5 6 7 8 9 |
| Enriched GO biological processes. |
| GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
| GO:0010952 | Colorectum | AD | positive regulation of peptidase activity | 68/3918 | 197/18723 | 6.30e-06 | 1.59e-04 | 68 |
| GO:0052548 | Colorectum | AD | regulation of endopeptidase activity | 124/3918 | 432/18723 | 6.58e-05 | 1.07e-03 | 124 |
| GO:0010950 | Colorectum | AD | positive regulation of endopeptidase activity | 59/3918 | 179/18723 | 1.11e-04 | 1.65e-03 | 59 |
| GO:0007346 | Colorectum | AD | regulation of mitotic cell cycle | 119/3918 | 457/18723 | 4.60e-03 | 3.14e-02 | 119 |
| GO:00421761 | Colorectum | SER | regulation of protein catabolic process | 126/2897 | 391/18723 | 5.33e-17 | 2.52e-14 | 126 |
| GO:19033621 | Colorectum | SER | regulation of cellular protein catabolic process | 91/2897 | 255/18723 | 1.22e-15 | 5.36e-13 | 91 |
| GO:19030501 | Colorectum | SER | regulation of proteolysis involved in cellular protein catabolic process | 77/2897 | 221/18723 | 7.85e-13 | 2.00e-10 | 77 |
| GO:00104981 | Colorectum | SER | proteasomal protein catabolic process | 132/2897 | 490/18723 | 3.08e-11 | 5.55e-09 | 132 |
| GO:00458621 | Colorectum | SER | positive regulation of proteolysis | 106/2897 | 372/18723 | 8.40e-11 | 1.20e-08 | 106 |
| GO:00611361 | Colorectum | SER | regulation of proteasomal protein catabolic process | 62/2897 | 187/18723 | 1.28e-09 | 1.31e-07 | 62 |
| GO:00525471 | Colorectum | SER | regulation of peptidase activity | 114/2897 | 461/18723 | 1.18e-07 | 7.17e-06 | 114 |
| GO:00525481 | Colorectum | SER | regulation of endopeptidase activity | 103/2897 | 432/18723 | 2.86e-06 | 1.16e-04 | 103 |
| GO:00109521 | Colorectum | SER | positive regulation of peptidase activity | 55/2897 | 197/18723 | 5.44e-06 | 2.00e-04 | 55 |
| GO:00109501 | Colorectum | SER | positive regulation of endopeptidase activity | 47/2897 | 179/18723 | 1.32e-04 | 2.66e-03 | 47 |
| GO:0019882 | Colorectum | SER | antigen processing and presentation | 28/2897 | 106/18723 | 2.52e-03 | 2.34e-02 | 28 |
| GO:00421762 | Colorectum | MSS | regulation of protein catabolic process | 145/3467 | 391/18723 | 2.03e-18 | 1.17e-15 | 145 |
| GO:19033622 | Colorectum | MSS | regulation of cellular protein catabolic process | 99/3467 | 255/18723 | 1.90e-14 | 5.37e-12 | 99 |
| GO:00104982 | Colorectum | MSS | proteasomal protein catabolic process | 157/3467 | 490/18723 | 2.39e-13 | 5.25e-11 | 157 |
| GO:19030502 | Colorectum | MSS | regulation of proteolysis involved in cellular protein catabolic process | 82/3467 | 221/18723 | 4.97e-11 | 5.64e-09 | 82 |
| GO:00458622 | Colorectum | MSS | positive regulation of proteolysis | 119/3467 | 372/18723 | 2.14e-10 | 2.09e-08 | 119 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa0461220 | Cervix | CC | Antigen processing and presentation | 34/1267 | 78/8465 | 1.06e-09 | 2.14e-08 | 1.26e-08 | 34 |
| hsa0305014 | Cervix | CC | Proteasome | 16/1267 | 46/8465 | 6.69e-04 | 3.09e-03 | 1.83e-03 | 16 |
| hsa04612110 | Cervix | CC | Antigen processing and presentation | 34/1267 | 78/8465 | 1.06e-09 | 2.14e-08 | 1.26e-08 | 34 |
| hsa0305015 | Cervix | CC | Proteasome | 16/1267 | 46/8465 | 6.69e-04 | 3.09e-03 | 1.83e-03 | 16 |
| hsa0461243 | Cervix | N_HPV | Antigen processing and presentation | 20/349 | 78/8465 | 2.61e-11 | 1.42e-09 | 1.11e-09 | 20 |
| hsa0461253 | Cervix | N_HPV | Antigen processing and presentation | 20/349 | 78/8465 | 2.61e-11 | 1.42e-09 | 1.11e-09 | 20 |
| hsa03050 | Colorectum | AD | Proteasome | 29/2092 | 46/8465 | 3.87e-08 | 6.18e-07 | 3.94e-07 | 29 |
| hsa030501 | Colorectum | AD | Proteasome | 29/2092 | 46/8465 | 3.87e-08 | 6.18e-07 | 3.94e-07 | 29 |
| hsa030502 | Colorectum | SER | Proteasome | 24/1580 | 46/8465 | 3.05e-07 | 5.96e-06 | 4.33e-06 | 24 |
| hsa04612 | Colorectum | SER | Antigen processing and presentation | 25/1580 | 78/8465 | 3.11e-03 | 2.11e-02 | 1.53e-02 | 25 |
| hsa030503 | Colorectum | SER | Proteasome | 24/1580 | 46/8465 | 3.05e-07 | 5.96e-06 | 4.33e-06 | 24 |
| hsa046121 | Colorectum | SER | Antigen processing and presentation | 25/1580 | 78/8465 | 3.11e-03 | 2.11e-02 | 1.53e-02 | 25 |
| hsa030504 | Colorectum | MSS | Proteasome | 29/1875 | 46/8465 | 2.72e-09 | 5.69e-08 | 3.48e-08 | 29 |
| hsa046122 | Colorectum | MSS | Antigen processing and presentation | 27/1875 | 78/8465 | 7.72e-03 | 2.91e-02 | 1.78e-02 | 27 |
| hsa030505 | Colorectum | MSS | Proteasome | 29/1875 | 46/8465 | 2.72e-09 | 5.69e-08 | 3.48e-08 | 29 |
| hsa046123 | Colorectum | MSS | Antigen processing and presentation | 27/1875 | 78/8465 | 7.72e-03 | 2.91e-02 | 1.78e-02 | 27 |
| hsa030506 | Colorectum | MSI-H | Proteasome | 23/797 | 46/8465 | 1.86e-12 | 4.64e-11 | 3.89e-11 | 23 |
| hsa046124 | Colorectum | MSI-H | Antigen processing and presentation | 23/797 | 78/8465 | 4.15e-07 | 7.91e-06 | 6.63e-06 | 23 |
| hsa030507 | Colorectum | MSI-H | Proteasome | 23/797 | 46/8465 | 1.86e-12 | 4.64e-11 | 3.89e-11 | 23 |
| hsa046125 | Colorectum | MSI-H | Antigen processing and presentation | 23/797 | 78/8465 | 4.15e-07 | 7.91e-06 | 6.63e-06 | 23 |
| Page: 1 2 3 4 |
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Cell-cell communication analysis |
| Identification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states |
| Ligand | Receptor | LRpair | Pathway | Tissue | Disease Stage |
| Page: 1 |
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Single-cell gene regulatory network inference analysis |
| Find out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states |
| TF | Cell Type | Tissue | Disease Stage | Target Gene | RSS | Regulon 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. |
| Page: 1 |
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Somatic mutation of malignant transformation related genes |
| Annotation of somatic variants for genes involved in malignant transformation |
| Hugo Symbol | Variant Class | Variant Classification | dbSNP RS | HGVSc | HGVSp | HGVSp Short | SWISSPROT | BIOTYPE | SIFT | PolyPhen | Tumor Sample Barcode | Tissue | Histology | Sex | Age | Stage | Therapy Types | Drugs | Outcome |
| PSME1 | insertion | Frame_Shift_Ins | novel | c.524_525insT | p.Lys176Ter | p.K176* | Q06323 | protein_coding | TCGA-AR-A2LE-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Hormone Therapy | tamoxiphen | PD | ||
| PSME1 | SNV | Missense_Mutation | novel | c.541N>T | p.Arg181Cys | p.R181C | Q06323 | protein_coding | deleterious(0) | probably_damaging(0.937) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
| PSME1 | SNV | Missense_Mutation | novel | c.61N>T | p.Leu21Phe | p.L21F | Q06323 | protein_coding | deleterious(0.05) | benign(0.031) | TCGA-AP-A059-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| PSME1 | SNV | Missense_Mutation | novel | c.366N>T | p.Lys122Asn | p.K122N | Q06323 | protein_coding | tolerated(0.14) | possibly_damaging(0.819) | TCGA-AP-A1DV-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| PSME1 | SNV | Missense_Mutation | novel | c.521N>C | p.Ile174Thr | p.I174T | Q06323 | protein_coding | deleterious(0.02) | possibly_damaging(0.902) | TCGA-B5-A1MR-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | III/IV | Unknown | Unknown | SD |
| PSME1 | SNV | Missense_Mutation | novel | c.534C>A | p.Phe178Leu | p.F178L | Q06323 | protein_coding | tolerated(0.08) | benign(0.028) | TCGA-E6-A1LX-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| PSME1 | SNV | Missense_Mutation | c.320N>G | p.Asn107Ser | p.N107S | Q06323 | protein_coding | deleterious(0.02) | probably_damaging(0.996) | TCGA-FI-A2EX-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | carboplatinum | PD | |
| PSME1 | SNV | Missense_Mutation | novel | c.169N>G | p.Leu57Val | p.L57V | Q06323 | protein_coding | tolerated(0.06) | possibly_damaging(0.762) | TCGA-83-5908-01 | Lung | lung adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| PSME1 | SNV | Missense_Mutation | novel | c.270N>C | p.Lys90Asn | p.K90N | Q06323 | protein_coding | tolerated(0.14) | benign(0.015) | TCGA-BA-5152-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
| PSME1 | SNV | Missense_Mutation | c.163A>G | p.Ser55Gly | p.S55G | Q06323 | protein_coding | deleterious(0.04) | possibly_damaging(0.519) | TCGA-HC-A6AS-01 | Prostate | prostate adenocarcinoma | Male | >=65 | 7 | Unknown | Unknown | SD |
| Page: 1 2 |
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Related drugs of malignant transformation related genes |
| Identification of chemicals and drugs interact with genes involved in malignant transfromation |
| (DGIdb 4.0) |
| Entrez ID | Symbol | Category | Interaction Types | Drug Claim Name | Drug Name | PMIDs |
| 5720 | PSME1 | NA | inhibitor | BORTEZOMIB | BORTEZOMIB | |
| 5720 | PSME1 | NA | inhibitor | CARFILZOMIB | CARFILZOMIB |
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