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Gene: PEX1 |
Gene summary for PEX1 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | PEX1 | Gene ID | 5189 |
| Gene name | peroxisomal biogenesis factor 1 | |
| Gene Alias | HMLR1 | |
| Cytomap | 7q21.2 | |
| Gene Type | protein-coding | GO ID | GO:0006605 | UniProtAcc | O43933 |
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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 |
| 5189 | PEX1 | LZE4T | Human | Esophagus | ESCC | 8.05e-05 | 2.08e-01 | 0.0811 |
| 5189 | PEX1 | LZE7T | Human | Esophagus | ESCC | 1.39e-07 | 3.39e-01 | 0.0667 |
| 5189 | PEX1 | LZE24T | Human | Esophagus | ESCC | 1.37e-06 | 1.61e-01 | 0.0596 |
| 5189 | PEX1 | P1T-E | Human | Esophagus | ESCC | 1.90e-02 | 3.04e-01 | 0.0875 |
| 5189 | PEX1 | P2T-E | Human | Esophagus | ESCC | 1.37e-22 | 4.13e-01 | 0.1177 |
| 5189 | PEX1 | P4T-E | Human | Esophagus | ESCC | 1.03e-15 | 3.54e-01 | 0.1323 |
| 5189 | PEX1 | P5T-E | Human | Esophagus | ESCC | 2.27e-03 | 4.62e-02 | 0.1327 |
| 5189 | PEX1 | P8T-E | Human | Esophagus | ESCC | 9.34e-10 | 2.11e-01 | 0.0889 |
| 5189 | PEX1 | P9T-E | Human | Esophagus | ESCC | 1.40e-05 | 1.25e-01 | 0.1131 |
| 5189 | PEX1 | P10T-E | Human | Esophagus | ESCC | 8.54e-15 | 1.59e-01 | 0.116 |
| 5189 | PEX1 | P11T-E | Human | Esophagus | ESCC | 9.80e-07 | 3.05e-01 | 0.1426 |
| 5189 | PEX1 | P12T-E | Human | Esophagus | ESCC | 1.76e-18 | 4.56e-01 | 0.1122 |
| 5189 | PEX1 | P15T-E | Human | Esophagus | ESCC | 3.14e-11 | 2.51e-01 | 0.1149 |
| 5189 | PEX1 | P16T-E | Human | Esophagus | ESCC | 4.53e-50 | 8.54e-01 | 0.1153 |
| 5189 | PEX1 | P17T-E | Human | Esophagus | ESCC | 2.76e-04 | 2.40e-01 | 0.1278 |
| 5189 | PEX1 | P20T-E | Human | Esophagus | ESCC | 3.28e-16 | 4.04e-01 | 0.1124 |
| 5189 | PEX1 | P21T-E | Human | Esophagus | ESCC | 4.33e-13 | 2.01e-01 | 0.1617 |
| 5189 | PEX1 | P22T-E | Human | Esophagus | ESCC | 7.19e-09 | 1.54e-01 | 0.1236 |
| 5189 | PEX1 | P23T-E | Human | Esophagus | ESCC | 3.24e-13 | 4.24e-01 | 0.108 |
| 5189 | PEX1 | P24T-E | Human | Esophagus | ESCC | 3.24e-03 | 9.88e-02 | 0.1287 |
| Page: 1 2 3 4 |
| 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 | ||
| 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:00069799 | Breast | Precancer | response to oxidative stress | 70/1080 | 446/18723 | 1.59e-14 | 4.26e-12 | 70 |
| GO:00621979 | Breast | Precancer | cellular response to chemical stress | 51/1080 | 337/18723 | 2.40e-10 | 2.34e-08 | 51 |
| GO:00003029 | Breast | Precancer | response to reactive oxygen species | 38/1080 | 222/18723 | 1.47e-09 | 1.23e-07 | 38 |
| GO:00345999 | Breast | Precancer | cellular response to oxidative stress | 42/1080 | 288/18723 | 2.78e-08 | 1.79e-06 | 42 |
| GO:00425429 | Breast | Precancer | response to hydrogen peroxide | 26/1080 | 146/18723 | 2.52e-07 | 1.26e-05 | 26 |
| GO:19033118 | Breast | Precancer | regulation of mRNA metabolic process | 38/1080 | 288/18723 | 1.63e-06 | 5.97e-05 | 38 |
| GO:00454548 | Breast | Precancer | cell redox homeostasis | 11/1080 | 35/18723 | 2.59e-06 | 8.65e-05 | 11 |
| GO:00075688 | Breast | Precancer | aging | 41/1080 | 339/18723 | 5.95e-06 | 1.71e-04 | 41 |
| GO:00064028 | Breast | Precancer | mRNA catabolic process | 31/1080 | 232/18723 | 1.12e-05 | 2.93e-04 | 31 |
| GO:00346149 | Breast | Precancer | cellular response to reactive oxygen species | 23/1080 | 155/18723 | 2.82e-05 | 6.31e-04 | 23 |
| GO:00064018 | Breast | Precancer | RNA catabolic process | 34/1080 | 278/18723 | 2.88e-05 | 6.39e-04 | 34 |
| GO:00007238 | Breast | Precancer | telomere maintenance | 20/1080 | 131/18723 | 6.10e-05 | 1.25e-03 | 20 |
| GO:00346558 | Breast | Precancer | nucleobase-containing compound catabolic process | 42/1080 | 407/18723 | 1.91e-04 | 3.06e-03 | 42 |
| GO:00467007 | Breast | Precancer | heterocycle catabolic process | 44/1080 | 445/18723 | 3.49e-04 | 4.88e-03 | 44 |
| GO:00094108 | Breast | Precancer | response to xenobiotic stimulus | 45/1080 | 462/18723 | 4.17e-04 | 5.56e-03 | 45 |
| GO:00442708 | Breast | Precancer | cellular nitrogen compound catabolic process | 44/1080 | 451/18723 | 4.64e-04 | 6.12e-03 | 44 |
| GO:00322003 | Breast | Precancer | telomere organization | 20/1080 | 159/18723 | 8.45e-04 | 9.82e-03 | 20 |
| GO:00194397 | Breast | Precancer | aromatic compound catabolic process | 44/1080 | 467/18723 | 9.55e-04 | 1.07e-02 | 44 |
| GO:19013617 | Breast | Precancer | organic cyclic compound catabolic process | 45/1080 | 495/18723 | 1.73e-03 | 1.74e-02 | 45 |
| GO:00434888 | Breast | Precancer | regulation of mRNA stability | 19/1080 | 158/18723 | 1.92e-03 | 1.86e-02 | 19 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa041467 | Esophagus | ESCC | Peroxisome | 55/4205 | 82/8465 | 1.04e-03 | 3.27e-03 | 1.68e-03 | 55 |
| hsa0414612 | Esophagus | ESCC | Peroxisome | 55/4205 | 82/8465 | 1.04e-03 | 3.27e-03 | 1.68e-03 | 55 |
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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 |
| PEX1 | SNV | Missense_Mutation | c.749G>A | p.Gly250Glu | p.G250E | O43933 | protein_coding | tolerated(0.06) | possibly_damaging(0.896) | TCGA-A2-A0YK-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cytoxan | SD | |
| PEX1 | SNV | Missense_Mutation | novel | c.171C>A | p.Phe57Leu | p.F57L | O43933 | protein_coding | tolerated(0.09) | benign(0.298) | TCGA-AN-A046-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| PEX1 | SNV | Missense_Mutation | novel | c.3025N>C | p.Asp1009His | p.D1009H | O43933 | protein_coding | deleterious(0) | probably_damaging(0.946) | TCGA-BH-A0B6-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Unknown | Unknown | SD |
| PEX1 | SNV | Missense_Mutation | rs780349018 | c.1285G>A | p.Val429Ile | p.V429I | O43933 | protein_coding | tolerated(0.11) | benign(0.083) | TCGA-BH-A0BP-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD |
| PEX1 | SNV | Missense_Mutation | c.3581A>G | p.Asp1194Gly | p.D1194G | O43933 | protein_coding | deleterious(0) | benign(0.133) | TCGA-E9-A1R7-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | fareston | SD | |
| PEX1 | SNV | Missense_Mutation | c.3146N>G | p.Ala1049Gly | p.A1049G | O43933 | protein_coding | deleterious(0) | probably_damaging(0.949) | TCGA-E9-A244-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cyclophosphamide | SD | |
| PEX1 | SNV | Missense_Mutation | c.1970N>G | p.Ser657Cys | p.S657C | O43933 | protein_coding | deleterious(0) | probably_damaging(0.995) | TCGA-GM-A2DO-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | tamoxiphen | CR | |
| PEX1 | insertion | Frame_Shift_Ins | novel | c.429dupT | p.Pro144SerfsTer5 | p.P144Sfs*5 | O43933 | protein_coding | TCGA-A8-A09Z-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | ||
| PEX1 | insertion | Frame_Shift_Ins | novel | c.437_438insCTTAGATA | p.Trp146CysfsTer18 | p.W146Cfs*18 | O43933 | protein_coding | TCGA-AO-A0JB-01 | Breast | breast invasive carcinoma | Female | <65 | III/IV | Chemotherapy | cyclophosphamide | SD | ||
| PEX1 | SNV | Missense_Mutation | novel | c.1883N>G | p.Asp628Gly | p.D628G | O43933 | protein_coding | deleterious(0.01) | benign(0.024) | TCGA-5M-AAT6-01 | Colorectum | colon adenocarcinoma | Female | <65 | III/IV | Unknown | Unknown | PD |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 |
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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 |
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