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Gene: RPS12 |
Gene summary for RPS12 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | RPS12 | Gene ID | 6206 |
| Gene name | ribosomal protein S12 | |
| Gene Alias | S12 | |
| Cytomap | 6q23.2 | |
| Gene Type | protein-coding | GO ID | GO:0002181 | UniProtAcc | P25398 |
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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 |
| 6206 | RPS12 | GSM4909281 | Human | Breast | IDC | 5.18e-67 | -4.54e-01 | 0.21 |
| 6206 | RPS12 | GSM4909282 | Human | Breast | IDC | 2.90e-51 | -2.89e-01 | -0.0288 |
| 6206 | RPS12 | GSM4909286 | Human | Breast | IDC | 2.02e-64 | 2.71e-01 | 0.1081 |
| 6206 | RPS12 | GSM4909288 | Human | Breast | IDC | 7.10e-03 | 1.49e-01 | 0.0988 |
| 6206 | RPS12 | GSM4909290 | Human | Breast | IDC | 1.39e-02 | 8.90e-02 | 0.2096 |
| 6206 | RPS12 | GSM4909291 | Human | Breast | IDC | 1.86e-30 | -3.09e-01 | 0.1753 |
| 6206 | RPS12 | GSM4909292 | Human | Breast | IDC | 2.79e-14 | -4.24e-01 | 0.1236 |
| 6206 | RPS12 | GSM4909293 | Human | Breast | IDC | 7.72e-04 | 1.15e-01 | 0.1581 |
| 6206 | RPS12 | GSM4909296 | Human | Breast | IDC | 3.45e-03 | -9.26e-02 | 0.1524 |
| 6206 | RPS12 | GSM4909297 | Human | Breast | IDC | 4.68e-32 | -3.15e-01 | 0.1517 |
| 6206 | RPS12 | GSM4909301 | Human | Breast | IDC | 2.09e-17 | -1.28e-01 | 0.1577 |
| 6206 | RPS12 | GSM4909302 | Human | Breast | IDC | 8.90e-11 | -1.90e-01 | 0.1545 |
| 6206 | RPS12 | GSM4909304 | Human | Breast | IDC | 8.14e-20 | -1.28e-01 | 0.1636 |
| 6206 | RPS12 | GSM4909308 | Human | Breast | IDC | 1.87e-05 | -8.75e-02 | 0.158 |
| 6206 | RPS12 | GSM4909312 | Human | Breast | IDC | 3.30e-04 | -8.05e-02 | 0.1552 |
| 6206 | RPS12 | GSM4909317 | Human | Breast | IDC | 4.74e-21 | -2.66e-01 | 0.1355 |
| 6206 | RPS12 | GSM4909319 | Human | Breast | IDC | 7.47e-49 | -6.67e-01 | 0.1563 |
| 6206 | RPS12 | GSM4909320 | Human | Breast | IDC | 3.15e-24 | -5.40e-01 | 0.1575 |
| 6206 | RPS12 | GSM4909321 | Human | Breast | IDC | 6.47e-41 | -3.51e-01 | 0.1559 |
| 6206 | RPS12 | ctrl6 | Human | Breast | Precancer | 4.96e-02 | -1.29e-01 | -0.0061 |
| 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:00325432 | Breast | IDC | mitochondrial translation | 13/1434 | 76/18723 | 4.81e-03 | 3.67e-02 | 13 |
| GO:000218124 | Breast | DCIS | cytoplasmic translation | 82/1390 | 148/18723 | 2.21e-53 | 1.25e-49 | 82 |
| GO:003254311 | Breast | DCIS | mitochondrial translation | 13/1390 | 76/18723 | 3.70e-03 | 2.99e-02 | 13 |
| GO:000218110 | Cervix | CC | cytoplasmic translation | 96/2311 | 148/18723 | 4.87e-51 | 2.91e-47 | 96 |
| GO:00160557 | Cervix | CC | Wnt signaling pathway | 98/2311 | 444/18723 | 4.82e-09 | 4.65e-07 | 98 |
| GO:01987387 | Cervix | CC | cell-cell signaling by wnt | 98/2311 | 446/18723 | 6.16e-09 | 5.58e-07 | 98 |
| GO:00301117 | Cervix | CC | regulation of Wnt signaling pathway | 76/2311 | 328/18723 | 3.05e-08 | 2.08e-06 | 76 |
| GO:00608287 | Cervix | CC | regulation of canonical Wnt signaling pathway | 58/2311 | 253/18723 | 1.83e-06 | 5.89e-05 | 58 |
| GO:00600707 | Cervix | CC | canonical Wnt signaling pathway | 66/2311 | 303/18723 | 2.47e-06 | 7.35e-05 | 66 |
| GO:00301776 | Cervix | CC | positive regulation of Wnt signaling pathway | 31/2311 | 140/18723 | 8.01e-04 | 7.02e-03 | 31 |
| GO:00902636 | Cervix | CC | positive regulation of canonical Wnt signaling pathway | 22/2311 | 106/18723 | 9.52e-03 | 4.72e-02 | 22 |
| 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:0030111 | Colorectum | AD | regulation of Wnt signaling pathway | 102/3918 | 328/18723 | 8.51e-06 | 2.03e-04 | 102 |
| GO:0016055 | Colorectum | AD | Wnt signaling pathway | 130/3918 | 444/18723 | 1.60e-05 | 3.37e-04 | 130 |
| GO:0198738 | Colorectum | AD | cell-cell signaling by wnt | 130/3918 | 446/18723 | 2.02e-05 | 4.10e-04 | 130 |
| GO:0060070 | Colorectum | AD | canonical Wnt signaling pathway | 90/3918 | 303/18723 | 1.76e-04 | 2.38e-03 | 90 |
| GO:0060828 | Colorectum | AD | regulation of canonical Wnt signaling pathway | 77/3918 | 253/18723 | 2.19e-04 | 2.87e-03 | 77 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 |
| 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 |
| RPS12 | SNV | Missense_Mutation | novel | c.259G>A | p.Glu87Lys | p.E87K | P25398 | protein_coding | deleterious(0.01) | probably_damaging(0.973) | TCGA-AN-A046-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| RPS12 | SNV | Missense_Mutation | novel | c.353N>A | p.Ser118Tyr | p.S118Y | P25398 | protein_coding | deleterious(0) | possibly_damaging(0.67) | TCGA-CA-6717-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Chemotherapy | oxaliplatin | CR |
| RPS12 | SNV | Missense_Mutation | novel | c.251N>C | p.Lys84Thr | p.K84T | P25398 | protein_coding | tolerated(0.28) | possibly_damaging(0.517) | TCGA-AG-3892-01 | Colorectum | rectum adenocarcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| RPS12 | SNV | Missense_Mutation | rs757201840 | c.302N>A | p.Arg101His | p.R101H | P25398 | protein_coding | tolerated(0.07) | benign(0.034) | TCGA-A5-A0G1-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| RPS12 | SNV | Missense_Mutation | novel | c.196N>A | p.Glu66Lys | p.E66K | P25398 | protein_coding | tolerated(0.22) | benign(0.037) | TCGA-AJ-A3BH-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | Unknown | I/II | Unknown | Unknown | SD |
| RPS12 | SNV | Missense_Mutation | c.127N>A | p.Asp43Asn | p.D43N | P25398 | protein_coding | deleterious(0.04) | benign(0.405) | TCGA-B5-A3FC-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
| RPS12 | SNV | Missense_Mutation | c.218N>G | p.Gln73Arg | p.Q73R | P25398 | protein_coding | deleterious(0.05) | possibly_damaging(0.673) | TCGA-BS-A0UV-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD | |
| RPS12 | SNV | Missense_Mutation | novel | c.249N>T | p.Lys83Asn | p.K83N | P25398 | protein_coding | deleterious(0.01) | probably_damaging(0.948) | TCGA-EO-A3B0-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | III/IV | Unknown | Unknown | SD |
| RPS12 | SNV | Missense_Mutation | novel | c.157G>T | p.Ala53Ser | p.A53S | P25398 | protein_coding | tolerated(0.12) | benign(0.443) | TCGA-SL-A6JA-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| RPS12 | SNV | Missense_Mutation | novel | c.173N>T | p.Glu58Val | p.E58V | P25398 | protein_coding | deleterious(0) | probably_damaging(0.983) | TCGA-37-4130-01 | Lung | lung squamous cell carcinoma | Male | <65 | I/II | 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 |
| Page: 1 |
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