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Gene: RPS15A |
Gene summary for RPS15A |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | RPS15A | Gene ID | 6210 |
| Gene name | ribosomal protein S15a | |
| Gene Alias | DBA20 | |
| Cytomap | 16p12.3 | |
| Gene Type | protein-coding | GO ID | GO:0002181 | UniProtAcc | B2R4W8 |
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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 |
| 6210 | RPS15A | GSM4909281 | Human | Breast | IDC | 3.61e-33 | -2.59e-01 | 0.21 |
| 6210 | RPS15A | GSM4909285 | Human | Breast | IDC | 1.27e-06 | -1.12e-01 | 0.21 |
| 6210 | RPS15A | GSM4909286 | Human | Breast | IDC | 1.94e-03 | -6.89e-02 | 0.1081 |
| 6210 | RPS15A | GSM4909287 | Human | Breast | IDC | 1.62e-32 | -3.62e-01 | 0.2057 |
| 6210 | RPS15A | GSM4909292 | Human | Breast | IDC | 1.07e-03 | -3.45e-01 | 0.1236 |
| 6210 | RPS15A | GSM4909295 | Human | Breast | IDC | 1.16e-08 | -2.73e-01 | 0.0898 |
| 6210 | RPS15A | GSM4909296 | Human | Breast | IDC | 5.28e-05 | 1.14e-01 | 0.1524 |
| 6210 | RPS15A | GSM4909298 | Human | Breast | IDC | 6.91e-05 | 1.12e-01 | 0.1551 |
| 6210 | RPS15A | GSM4909306 | Human | Breast | IDC | 3.15e-09 | 1.28e-01 | 0.1564 |
| 6210 | RPS15A | GSM4909311 | Human | Breast | IDC | 2.78e-02 | 7.00e-02 | 0.1534 |
| 6210 | RPS15A | GSM4909317 | Human | Breast | IDC | 1.00e-09 | -1.70e-01 | 0.1355 |
| 6210 | RPS15A | GSM4909319 | Human | Breast | IDC | 2.09e-11 | -2.90e-01 | 0.1563 |
| 6210 | RPS15A | GSM4909321 | Human | Breast | IDC | 4.39e-02 | -1.10e-01 | 0.1559 |
| 6210 | RPS15A | brca1 | Human | Breast | Precancer | 2.68e-33 | -2.07e-01 | -0.0338 |
| 6210 | RPS15A | brca2 | Human | Breast | Precancer | 3.54e-56 | -3.22e-01 | -0.024 |
| 6210 | RPS15A | brca3 | Human | Breast | Precancer | 5.76e-34 | -2.34e-01 | -0.0263 |
| 6210 | RPS15A | M2 | Human | Breast | IDC | 9.19e-09 | -4.28e-01 | 0.21 |
| 6210 | RPS15A | M5 | Human | Breast | IDC | 3.60e-03 | -3.55e-01 | 0.1598 |
| 6210 | RPS15A | NCCBC14 | Human | Breast | DCIS | 5.42e-29 | -4.97e-01 | 0.2021 |
| 6210 | RPS15A | NCCBC3 | Human | Breast | DCIS | 3.00e-13 | -1.46e-01 | 0.1198 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 |
| Transcriptomic changes along malignancy continuum. |
| Tissue | Expression Dynamics | Abbreviation |
| Breast |  | IDC: Invasive ductal carcinoma |
| DCIS: Ductal carcinoma in situ | ||
| Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers | ||
| 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 | ||
| Lung |  | AAH: Atypical adenomatous hyperplasia |
| AIS: Adenocarcinoma in situ | ||
| IAC: Invasive lung adenocarcinoma | ||
| MIA: Minimally invasive adenocarcinoma | ||
| 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:00021819 | Breast | Precancer | cytoplasmic translation | 80/1080 | 148/18723 | 1.59e-59 | 8.54e-56 | 80 |
| GO:000218114 | Breast | IDC | cytoplasmic translation | 82/1434 | 148/18723 | 2.60e-52 | 1.48e-48 | 82 |
| GO:00096157 | Breast | IDC | response to virus | 47/1434 | 367/18723 | 3.53e-04 | 5.16e-03 | 47 |
| GO:000218124 | Breast | DCIS | cytoplasmic translation | 82/1390 | 148/18723 | 2.21e-53 | 1.25e-49 | 82 |
| GO:000961512 | Breast | DCIS | response to virus | 45/1390 | 367/18723 | 6.16e-04 | 7.82e-03 | 45 |
| GO:000218110 | Cervix | CC | cytoplasmic translation | 96/2311 | 148/18723 | 4.87e-51 | 2.91e-47 | 96 |
| GO:00457876 | Cervix | CC | positive regulation of cell cycle | 66/2311 | 313/18723 | 7.78e-06 | 1.81e-04 | 66 |
| GO:00096158 | Cervix | CC | response to virus | 73/2311 | 367/18723 | 2.22e-05 | 3.95e-04 | 73 |
| GO:000218115 | Cervix | HSIL_HPV | cytoplasmic translation | 86/737 | 148/18723 | 3.97e-82 | 1.91e-78 | 86 |
| GO:0002181 | Colorectum | AD | cytoplasmic translation | 109/3918 | 148/18723 | 3.40e-43 | 2.13e-39 | 109 |
| GO:0045787 | Colorectum | AD | positive regulation of cell cycle | 85/3918 | 313/18723 | 4.76e-03 | 3.22e-02 | 85 |
| GO:00021811 | Colorectum | SER | cytoplasmic translation | 102/2897 | 148/18723 | 1.38e-48 | 8.49e-45 | 102 |
| GO:00021812 | Colorectum | MSS | cytoplasmic translation | 108/3467 | 148/18723 | 1.78e-47 | 1.11e-43 | 108 |
| GO:00457871 | Colorectum | MSS | positive regulation of cell cycle | 80/3467 | 313/18723 | 1.15e-03 | 1.12e-02 | 80 |
| GO:00021813 | Colorectum | MSI-H | cytoplasmic translation | 100/1319 | 148/18723 | 1.50e-79 | 8.31e-76 | 100 |
| GO:0009615 | Colorectum | MSI-H | response to virus | 40/1319 | 367/18723 | 3.99e-03 | 4.61e-02 | 40 |
| GO:000218116 | Endometrium | AEH | cytoplasmic translation | 104/2100 | 148/18723 | 1.01e-64 | 6.07e-61 | 104 |
| GO:00457877 | Endometrium | AEH | positive regulation of cell cycle | 56/2100 | 313/18723 | 2.73e-04 | 3.14e-03 | 56 |
| GO:00096159 | Endometrium | AEH | response to virus | 63/2100 | 367/18723 | 3.81e-04 | 4.10e-03 | 63 |
| GO:000218117 | Endometrium | EEC | cytoplasmic translation | 104/2168 | 148/18723 | 2.53e-63 | 1.52e-59 | 104 |
| Page: 1 2 3 4 5 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa0301018 | Breast | Precancer | Ribosome | 80/684 | 167/8465 | 7.33e-44 | 2.32e-41 | 1.77e-41 | 80 |
| hsa0517118 | Breast | Precancer | Coronavirus disease - COVID-19 | 81/684 | 232/8465 | 3.74e-32 | 2.36e-30 | 1.81e-30 | 81 |
| hsa0301019 | Breast | Precancer | Ribosome | 80/684 | 167/8465 | 7.33e-44 | 2.32e-41 | 1.77e-41 | 80 |
| hsa0517119 | Breast | Precancer | Coronavirus disease - COVID-19 | 81/684 | 232/8465 | 3.74e-32 | 2.36e-30 | 1.81e-30 | 81 |
| hsa0301024 | Breast | IDC | Ribosome | 83/867 | 167/8465 | 6.07e-39 | 9.87e-37 | 7.38e-37 | 83 |
| hsa0517124 | Breast | IDC | Coronavirus disease - COVID-19 | 86/867 | 232/8465 | 1.50e-28 | 9.72e-27 | 7.27e-27 | 86 |
| hsa0301034 | Breast | IDC | Ribosome | 83/867 | 167/8465 | 6.07e-39 | 9.87e-37 | 7.38e-37 | 83 |
| hsa0517134 | Breast | IDC | Coronavirus disease - COVID-19 | 86/867 | 232/8465 | 1.50e-28 | 9.72e-27 | 7.27e-27 | 86 |
| hsa0301044 | Breast | DCIS | Ribosome | 82/846 | 167/8465 | 8.69e-39 | 1.40e-36 | 1.03e-36 | 82 |
| hsa0517144 | Breast | DCIS | Coronavirus disease - COVID-19 | 86/846 | 232/8465 | 2.42e-29 | 1.56e-27 | 1.15e-27 | 86 |
| hsa0301054 | Breast | DCIS | Ribosome | 82/846 | 167/8465 | 8.69e-39 | 1.40e-36 | 1.03e-36 | 82 |
| hsa0517154 | Breast | DCIS | Coronavirus disease - COVID-19 | 86/846 | 232/8465 | 2.42e-29 | 1.56e-27 | 1.15e-27 | 86 |
| hsa0517120 | Cervix | CC | Coronavirus disease - COVID-19 | 111/1267 | 232/8465 | 1.82e-33 | 5.90e-31 | 3.49e-31 | 111 |
| hsa0301020 | Cervix | CC | Ribosome | 85/1267 | 167/8465 | 3.17e-28 | 5.14e-26 | 3.04e-26 | 85 |
| hsa05171110 | Cervix | CC | Coronavirus disease - COVID-19 | 111/1267 | 232/8465 | 1.82e-33 | 5.90e-31 | 3.49e-31 | 111 |
| hsa03010110 | Cervix | CC | Ribosome | 85/1267 | 167/8465 | 3.17e-28 | 5.14e-26 | 3.04e-26 | 85 |
| hsa0301025 | Cervix | HSIL_HPV | Ribosome | 80/459 | 167/8465 | 9.61e-58 | 2.82e-55 | 2.28e-55 | 80 |
| hsa0517125 | Cervix | HSIL_HPV | Coronavirus disease - COVID-19 | 91/459 | 232/8465 | 2.14e-56 | 3.13e-54 | 2.53e-54 | 91 |
| hsa0301035 | Cervix | HSIL_HPV | Ribosome | 80/459 | 167/8465 | 9.61e-58 | 2.82e-55 | 2.28e-55 | 80 |
| hsa0517135 | Cervix | HSIL_HPV | Coronavirus disease - COVID-19 | 91/459 | 232/8465 | 2.14e-56 | 3.13e-54 | 2.53e-54 | 91 |
| Page: 1 2 3 4 5 6 7 |
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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 |
| RPS15A | SNV | Missense_Mutation | c.8N>A | p.Arg3His | p.R3H | P62244 | protein_coding | tolerated(0.4) | benign(0.003) | TCGA-AN-A0AK-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
| RPS15A | SNV | Missense_Mutation | c.126G>A | p.Met42Ile | p.M42I | P62244 | protein_coding | deleterious(0.03) | benign(0.049) | TCGA-AR-A0TX-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
| RPS15A | SNV | Missense_Mutation | novel | c.273N>G | p.Asn91Lys | p.N91K | P62244 | protein_coding | tolerated(0.17) | benign(0.007) | TCGA-AG-A002-01 | Colorectum | rectum adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | SD |
| RPS15A | SNV | Missense_Mutation | rs564888848 | c.353N>A | p.Arg118Gln | p.R118Q | P62244 | protein_coding | tolerated(0.44) | benign(0) | TCGA-AX-A05Z-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Chemotherapy | adriamycin | SD |
| RPS15A | SNV | Missense_Mutation | novel | c.372N>C | p.Lys124Asn | p.K124N | P62244 | protein_coding | deleterious(0.03) | benign(0.347) | TCGA-E6-A1LX-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| RPS15A | SNV | Missense_Mutation | c.142N>C | p.Gly48Arg | p.G48R | P62244 | protein_coding | deleterious(0) | benign(0.045) | TCGA-4B-A93V-01 | Lung | lung adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | PD | |
| RPS15A | SNV | Missense_Mutation | novel | c.238N>A | p.Asp80Asn | p.D80N | P62244 | protein_coding | tolerated(0.17) | benign(0.045) | TCGA-D6-A4ZB-01 | Oral cavity | head & neck squamous cell carcinoma | Male | <65 | III/IV | Unknown | Unknown | SD |
| Page: 1 |
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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 |
| Page: 1 |
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