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Gene: EXOSC4 |
Gene summary for EXOSC4 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | EXOSC4 | Gene ID | 54512 |
| Gene name | exosome component 4 | |
| Gene Alias | RRP41 | |
| Cytomap | 8q24.3 | |
| Gene Type | protein-coding | GO ID | GO:0000291 | UniProtAcc | Q9NPD3 |
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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 |
| 54512 | EXOSC4 | LZE4T | Human | Esophagus | ESCC | 4.27e-14 | 3.56e-01 | 0.0811 |
| 54512 | EXOSC4 | LZE5T | Human | Esophagus | ESCC | 3.40e-04 | 3.24e-01 | 0.0514 |
| 54512 | EXOSC4 | LZE7T | Human | Esophagus | ESCC | 1.25e-12 | 7.36e-01 | 0.0667 |
| 54512 | EXOSC4 | LZE8T | Human | Esophagus | ESCC | 1.59e-06 | 3.58e-01 | 0.067 |
| 54512 | EXOSC4 | LZE20T | Human | Esophagus | ESCC | 6.56e-14 | 5.07e-01 | 0.0662 |
| 54512 | EXOSC4 | LZE22D1 | Human | Esophagus | HGIN | 3.10e-02 | -2.32e-02 | 0.0595 |
| 54512 | EXOSC4 | LZE22T | Human | Esophagus | ESCC | 2.76e-07 | 2.99e-01 | 0.068 |
| 54512 | EXOSC4 | LZE24T | Human | Esophagus | ESCC | 7.70e-24 | 8.53e-01 | 0.0596 |
| 54512 | EXOSC4 | LZE21T | Human | Esophagus | ESCC | 8.25e-07 | 5.92e-01 | 0.0655 |
| 54512 | EXOSC4 | LZE6T | Human | Esophagus | ESCC | 1.55e-02 | 4.84e-01 | 0.0845 |
| 54512 | EXOSC4 | P1T-E | Human | Esophagus | ESCC | 9.88e-12 | 5.03e-01 | 0.0875 |
| 54512 | EXOSC4 | P2T-E | Human | Esophagus | ESCC | 7.33e-48 | 9.44e-01 | 0.1177 |
| 54512 | EXOSC4 | P4T-E | Human | Esophagus | ESCC | 1.19e-47 | 1.30e+00 | 0.1323 |
| 54512 | EXOSC4 | P5T-E | Human | Esophagus | ESCC | 5.32e-49 | 1.14e+00 | 0.1327 |
| 54512 | EXOSC4 | P8T-E | Human | Esophagus | ESCC | 2.06e-14 | 3.26e-01 | 0.0889 |
| 54512 | EXOSC4 | P9T-E | Human | Esophagus | ESCC | 6.17e-42 | 1.19e+00 | 0.1131 |
| 54512 | EXOSC4 | P10T-E | Human | Esophagus | ESCC | 4.48e-29 | 5.34e-01 | 0.116 |
| 54512 | EXOSC4 | P11T-E | Human | Esophagus | ESCC | 3.32e-14 | 8.25e-01 | 0.1426 |
| 54512 | EXOSC4 | P12T-E | Human | Esophagus | ESCC | 8.59e-57 | 1.30e+00 | 0.1122 |
| 54512 | EXOSC4 | P15T-E | Human | Esophagus | ESCC | 8.46e-40 | 9.20e-01 | 0.1149 |
| Page: 1 2 3 4 5 6 7 |
| Transcriptomic changes along malignancy continuum. |
| Tissue | Expression Dynamics | Abbreviation |
| Esophagus |  | ESCC: Esophageal squamous cell carcinoma |
| HGIN: High-grade intraepithelial neoplasias | ||
| LGIN: Low-grade intraepithelial neoplasias | ||
| 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:002261327 | Esophagus | HGIN | ribonucleoprotein complex biogenesis | 158/2587 | 463/18723 | 2.61e-29 | 5.23e-26 | 158 |
| GO:004225426 | Esophagus | HGIN | ribosome biogenesis | 101/2587 | 299/18723 | 8.74e-19 | 4.03e-16 | 101 |
| GO:001607219 | Esophagus | HGIN | rRNA metabolic process | 72/2587 | 236/18723 | 2.26e-11 | 2.56e-09 | 72 |
| GO:000636419 | Esophagus | HGIN | rRNA processing | 69/2587 | 225/18723 | 4.53e-11 | 5.04e-09 | 69 |
| GO:000640120 | Esophagus | HGIN | RNA catabolic process | 77/2587 | 278/18723 | 7.63e-10 | 6.36e-08 | 77 |
| GO:000640220 | Esophagus | HGIN | mRNA catabolic process | 67/2587 | 232/18723 | 1.47e-09 | 1.13e-07 | 67 |
| GO:000095617 | Esophagus | HGIN | nuclear-transcribed mRNA catabolic process | 40/2587 | 112/18723 | 4.44e-09 | 3.03e-07 | 40 |
| GO:003447010 | Esophagus | HGIN | ncRNA processing | 97/2587 | 395/18723 | 5.92e-09 | 3.90e-07 | 97 |
| GO:003465519 | Esophagus | HGIN | nucleobase-containing compound catabolic process | 98/2587 | 407/18723 | 1.44e-08 | 8.94e-07 | 98 |
| GO:004670017 | Esophagus | HGIN | heterocycle catabolic process | 103/2587 | 445/18723 | 5.44e-08 | 2.99e-06 | 103 |
| GO:004427018 | Esophagus | HGIN | cellular nitrogen compound catabolic process | 103/2587 | 451/18723 | 1.10e-07 | 5.56e-06 | 103 |
| GO:001943917 | Esophagus | HGIN | aromatic compound catabolic process | 105/2587 | 467/18723 | 1.89e-07 | 9.31e-06 | 105 |
| GO:190136117 | Esophagus | HGIN | organic cyclic compound catabolic process | 106/2587 | 495/18723 | 1.94e-06 | 7.13e-05 | 106 |
| GO:00346606 | Esophagus | HGIN | ncRNA metabolic process | 104/2587 | 485/18723 | 2.26e-06 | 8.23e-05 | 104 |
| GO:001604919 | Esophagus | HGIN | cell growth | 93/2587 | 482/18723 | 4.49e-04 | 6.62e-03 | 93 |
| GO:000961517 | Esophagus | HGIN | response to virus | 69/2587 | 367/18723 | 4.39e-03 | 3.86e-02 | 69 |
| GO:000155818 | Esophagus | HGIN | regulation of cell growth | 76/2587 | 414/18723 | 5.40e-03 | 4.42e-02 | 76 |
| GO:0022613111 | Esophagus | ESCC | ribonucleoprotein complex biogenesis | 365/8552 | 463/18723 | 1.74e-49 | 1.11e-45 | 365 |
| GO:0042254111 | Esophagus | ESCC | ribosome biogenesis | 252/8552 | 299/18723 | 3.27e-44 | 1.04e-40 | 252 |
| GO:003447015 | Esophagus | ESCC | ncRNA processing | 300/8552 | 395/18723 | 3.09e-35 | 3.26e-32 | 300 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa0301810 | Esophagus | HGIN | RNA degradation | 27/1383 | 79/8465 | 7.73e-05 | 9.00e-04 | 7.15e-04 | 27 |
| hsa0301815 | Esophagus | HGIN | RNA degradation | 27/1383 | 79/8465 | 7.73e-05 | 9.00e-04 | 7.15e-04 | 27 |
| hsa0301824 | Esophagus | ESCC | RNA degradation | 62/4205 | 79/8465 | 1.18e-07 | 9.39e-07 | 4.81e-07 | 62 |
| hsa0301834 | Esophagus | ESCC | RNA degradation | 62/4205 | 79/8465 | 1.18e-07 | 9.39e-07 | 4.81e-07 | 62 |
| hsa03018 | Liver | Cirrhotic | RNA degradation | 44/2530 | 79/8465 | 1.43e-06 | 1.65e-05 | 1.02e-05 | 44 |
| hsa030181 | Liver | Cirrhotic | RNA degradation | 44/2530 | 79/8465 | 1.43e-06 | 1.65e-05 | 1.02e-05 | 44 |
| hsa030182 | Liver | HCC | RNA degradation | 58/4020 | 79/8465 | 2.29e-06 | 2.19e-05 | 1.22e-05 | 58 |
| hsa030183 | Liver | HCC | RNA degradation | 58/4020 | 79/8465 | 2.29e-06 | 2.19e-05 | 1.22e-05 | 58 |
| hsa030189 | Oral cavity | OSCC | RNA degradation | 59/3704 | 79/8465 | 2.05e-08 | 1.91e-07 | 9.70e-08 | 59 |
| hsa0301814 | Oral cavity | OSCC | RNA degradation | 59/3704 | 79/8465 | 2.05e-08 | 1.91e-07 | 9.70e-08 | 59 |
| hsa0301823 | Oral cavity | LP | RNA degradation | 39/2418 | 79/8465 | 6.98e-05 | 4.38e-04 | 2.83e-04 | 39 |
| hsa0301833 | Oral cavity | LP | RNA degradation | 39/2418 | 79/8465 | 6.98e-05 | 4.38e-04 | 2.83e-04 | 39 |
| hsa030188 | Prostate | BPH | RNA degradation | 29/1718 | 79/8465 | 5.17e-04 | 2.67e-03 | 1.65e-03 | 29 |
| hsa0301813 | Prostate | BPH | RNA degradation | 29/1718 | 79/8465 | 5.17e-04 | 2.67e-03 | 1.65e-03 | 29 |
| hsa0301822 | Prostate | Tumor | RNA degradation | 30/1791 | 79/8465 | 4.48e-04 | 2.35e-03 | 1.46e-03 | 30 |
| hsa0301832 | Prostate | Tumor | RNA degradation | 30/1791 | 79/8465 | 4.48e-04 | 2.35e-03 | 1.46e-03 | 30 |
| Page: 1 |
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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 |
| EXOSC4 | SNV | Missense_Mutation | c.7G>A | p.Gly3Arg | p.G3R | Q9NPD3 | protein_coding | tolerated(0.13) | benign(0.117) | TCGA-A1-A0SI-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD | |
| EXOSC4 | deletion | In_Frame_Del | novel | c.77_139delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNN | p.Arg28_Ala48del | p.R28_A48del | Q9NPD3 | protein_coding | TCGA-BH-A5IZ-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | adriamycin | CR | ||
| EXOSC4 | SNV | Missense_Mutation | c.369N>G | p.Ile123Met | p.I123M | Q9NPD3 | protein_coding | deleterious(0) | probably_damaging(0.997) | TCGA-C5-A1BL-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD | |
| EXOSC4 | SNV | Missense_Mutation | rs376508817 | c.590N>T | p.Ala197Val | p.A197V | Q9NPD3 | protein_coding | tolerated(1) | benign(0.011) | TCGA-AZ-6598-01 | Colorectum | colon adenocarcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| EXOSC4 | SNV | Missense_Mutation | rs373942429 | c.611N>A | p.Arg204Gln | p.R204Q | Q9NPD3 | protein_coding | deleterious(0.01) | probably_damaging(0.985) | TCGA-D5-5538-01 | Colorectum | colon adenocarcinoma | Female | <65 | III/IV | Chemotherapy | calcium | PD |
| EXOSC4 | SNV | Missense_Mutation | rs201630396 | c.311G>A | p.Arg104His | p.R104H | Q9NPD3 | protein_coding | deleterious(0.04) | possibly_damaging(0.856) | TCGA-DC-6158-01 | Colorectum | rectum adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD |
| EXOSC4 | SNV | Missense_Mutation | rs373942429 | c.611N>A | p.Arg204Gln | p.R204Q | Q9NPD3 | protein_coding | deleterious(0.01) | probably_damaging(0.985) | TCGA-A5-A0G1-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| EXOSC4 | SNV | Missense_Mutation | novel | c.467N>A | p.Phe156Tyr | p.F156Y | Q9NPD3 | protein_coding | tolerated(1) | benign(0.031) | TCGA-AJ-A3EK-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Chemotherapy | carboplatin | CR |
| EXOSC4 | SNV | Missense_Mutation | novel | c.199C>T | p.Pro67Ser | p.P67S | Q9NPD3 | protein_coding | tolerated(0.62) | benign(0) | TCGA-AP-A1DK-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| EXOSC4 | SNV | Missense_Mutation | rs782220917 | c.697N>T | p.Arg233Trp | p.R233W | Q9NPD3 | protein_coding | deleterious(0) | probably_damaging(0.952) | TCGA-AX-A06D-01 | Endometrium | uterine corpus endometrioid carcinoma | Female | >=65 | III/IV | Chemotherapy | carboplatin | PD |
| Page: 1 2 3 |
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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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