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Gene: LSM7 |
Gene summary for LSM7 |
 Gene summary. |
| Gene information | Species | Human | Gene symbol | LSM7 | Gene ID | 51690 |
| Gene name | LSM7 homolog, U6 small nuclear RNA and mRNA degradation associated | |
| Gene Alias | YNL147W | |
| Cytomap | 19p13.3 | |
| Gene Type | protein-coding | GO ID | GO:0000375 | UniProtAcc | Q9UK45 |
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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 |
| 51690 | LSM7 | GSM4909281 | Human | Breast | IDC | 5.57e-10 | 3.90e-01 | 0.21 |
| 51690 | LSM7 | GSM4909286 | Human | Breast | IDC | 2.57e-28 | 5.26e-01 | 0.1081 |
| 51690 | LSM7 | GSM4909287 | Human | Breast | IDC | 1.23e-18 | 4.43e-01 | 0.2057 |
| 51690 | LSM7 | GSM4909288 | Human | Breast | IDC | 4.30e-02 | 7.53e-02 | 0.0988 |
| 51690 | LSM7 | GSM4909293 | Human | Breast | IDC | 5.30e-04 | 6.82e-02 | 0.1581 |
| 51690 | LSM7 | GSM4909294 | Human | Breast | IDC | 7.23e-17 | 3.24e-01 | 0.2022 |
| 51690 | LSM7 | GSM4909296 | Human | Breast | IDC | 1.70e-07 | 2.24e-02 | 0.1524 |
| 51690 | LSM7 | GSM4909297 | Human | Breast | IDC | 2.96e-11 | -1.63e-01 | 0.1517 |
| 51690 | LSM7 | GSM4909298 | Human | Breast | IDC | 1.67e-09 | 2.79e-01 | 0.1551 |
| 51690 | LSM7 | GSM4909304 | Human | Breast | IDC | 1.30e-05 | 3.17e-01 | 0.1636 |
| 51690 | LSM7 | GSM4909311 | Human | Breast | IDC | 4.63e-32 | -3.99e-01 | 0.1534 |
| 51690 | LSM7 | GSM4909312 | Human | Breast | IDC | 3.12e-11 | -1.63e-01 | 0.1552 |
| 51690 | LSM7 | GSM4909315 | Human | Breast | IDC | 7.49e-28 | 5.89e-01 | 0.21 |
| 51690 | LSM7 | GSM4909316 | Human | Breast | IDC | 1.22e-25 | 6.89e-01 | 0.21 |
| 51690 | LSM7 | GSM4909317 | Human | Breast | IDC | 2.15e-03 | 2.12e-01 | 0.1355 |
| 51690 | LSM7 | GSM4909319 | Human | Breast | IDC | 3.14e-39 | -4.66e-01 | 0.1563 |
| 51690 | LSM7 | GSM4909320 | Human | Breast | IDC | 3.67e-05 | -2.08e-01 | 0.1575 |
| 51690 | LSM7 | GSM4909321 | Human | Breast | IDC | 3.06e-15 | -1.16e-01 | 0.1559 |
| 51690 | LSM7 | brca1 | Human | Breast | Precancer | 1.92e-04 | 2.82e-01 | -0.0338 |
| 51690 | LSM7 | brca2 | Human | Breast | Precancer | 1.36e-07 | 1.87e-01 | -0.024 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 |
| 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 | ||
| 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:0019439 | Colorectum | AD | aromatic compound catabolic process | 146/3918 | 467/18723 | 7.48e-08 | 3.84e-06 | 146 |
| GO:1901361 | Colorectum | AD | organic cyclic compound catabolic process | 153/3918 | 495/18723 | 8.23e-08 | 4.18e-06 | 153 |
| GO:0000956 | Colorectum | AD | nuclear-transcribed mRNA catabolic process | 40/3918 | 112/18723 | 2.11e-04 | 2.79e-03 | 40 |
| GO:00083801 | Colorectum | SER | RNA splicing | 123/2897 | 434/18723 | 3.84e-12 | 8.41e-10 | 123 |
| GO:00003751 | Colorectum | SER | RNA splicing, via transesterification reactions | 90/2897 | 324/18723 | 8.68e-09 | 7.50e-07 | 90 |
| GO:00003771 | Colorectum | SER | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 89/2897 | 320/18723 | 9.82e-09 | 8.14e-07 | 89 |
| GO:00003981 | Colorectum | SER | mRNA splicing, via spliceosome | 89/2897 | 320/18723 | 9.82e-09 | 8.14e-07 | 89 |
| GO:00442701 | Colorectum | SER | cellular nitrogen compound catabolic process | 99/2897 | 451/18723 | 1.46e-04 | 2.86e-03 | 99 |
| GO:00467001 | Colorectum | SER | heterocycle catabolic process | 97/2897 | 445/18723 | 2.20e-04 | 3.89e-03 | 97 |
| GO:19013611 | Colorectum | SER | organic cyclic compound catabolic process | 104/2897 | 495/18723 | 5.46e-04 | 7.63e-03 | 104 |
| GO:00346551 | Colorectum | SER | nucleobase-containing compound catabolic process | 88/2897 | 407/18723 | 5.53e-04 | 7.71e-03 | 88 |
| GO:00194391 | Colorectum | SER | aromatic compound catabolic process | 98/2897 | 467/18723 | 8.09e-04 | 1.01e-02 | 98 |
| GO:00064021 | Colorectum | SER | mRNA catabolic process | 54/2897 | 232/18723 | 1.11e-03 | 1.28e-02 | 54 |
| GO:00064011 | Colorectum | SER | RNA catabolic process | 62/2897 | 278/18723 | 1.56e-03 | 1.67e-02 | 62 |
| GO:00083802 | Colorectum | MSS | RNA splicing | 159/3467 | 434/18723 | 1.75e-19 | 1.22e-16 | 159 |
| GO:00003772 | Colorectum | MSS | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 121/3467 | 320/18723 | 2.52e-16 | 8.27e-14 | 121 |
| GO:00003982 | Colorectum | MSS | mRNA splicing, via spliceosome | 121/3467 | 320/18723 | 2.52e-16 | 8.27e-14 | 121 |
| GO:00003752 | Colorectum | MSS | RNA splicing, via transesterification reactions | 122/3467 | 324/18723 | 2.75e-16 | 8.58e-14 | 122 |
| GO:00064012 | Colorectum | MSS | RNA catabolic process | 102/3467 | 278/18723 | 5.07e-13 | 1.02e-10 | 102 |
| GO:00064022 | Colorectum | MSS | mRNA catabolic process | 89/3467 | 232/18723 | 8.70e-13 | 1.60e-10 | 89 |
| Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 |
| Enriched KEGG pathways. |
| Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
| hsa030408 | Breast | Precancer | Spliceosome | 39/684 | 217/8465 | 1.44e-06 | 2.27e-05 | 1.74e-05 | 39 |
| hsa030186 | Breast | Precancer | RNA degradation | 14/684 | 79/8465 | 3.97e-03 | 2.37e-02 | 1.81e-02 | 14 |
| hsa0304013 | Breast | Precancer | Spliceosome | 39/684 | 217/8465 | 1.44e-06 | 2.27e-05 | 1.74e-05 | 39 |
| hsa0301811 | Breast | Precancer | RNA degradation | 14/684 | 79/8465 | 3.97e-03 | 2.37e-02 | 1.81e-02 | 14 |
| hsa0304023 | Breast | IDC | Spliceosome | 40/867 | 217/8465 | 1.53e-04 | 1.42e-03 | 1.06e-03 | 40 |
| hsa0301821 | Breast | IDC | RNA degradation | 16/867 | 79/8465 | 5.65e-03 | 3.13e-02 | 2.34e-02 | 16 |
| hsa0304033 | Breast | IDC | Spliceosome | 40/867 | 217/8465 | 1.53e-04 | 1.42e-03 | 1.06e-03 | 40 |
| hsa0301831 | Breast | IDC | RNA degradation | 16/867 | 79/8465 | 5.65e-03 | 3.13e-02 | 2.34e-02 | 16 |
| hsa0304043 | Breast | DCIS | Spliceosome | 40/846 | 217/8465 | 8.97e-05 | 8.52e-04 | 6.28e-04 | 40 |
| hsa030184 | Breast | DCIS | RNA degradation | 16/846 | 79/8465 | 4.45e-03 | 2.46e-02 | 1.82e-02 | 16 |
| hsa0304053 | Breast | DCIS | Spliceosome | 40/846 | 217/8465 | 8.97e-05 | 8.52e-04 | 6.28e-04 | 40 |
| hsa030185 | Breast | DCIS | RNA degradation | 16/846 | 79/8465 | 4.45e-03 | 2.46e-02 | 1.82e-02 | 16 |
| hsa03040 | Colorectum | AD | Spliceosome | 73/2092 | 217/8465 | 1.73e-03 | 9.68e-03 | 6.18e-03 | 73 |
| hsa030401 | Colorectum | AD | Spliceosome | 73/2092 | 217/8465 | 1.73e-03 | 9.68e-03 | 6.18e-03 | 73 |
| hsa030402 | Colorectum | MSS | Spliceosome | 66/1875 | 217/8465 | 2.58e-03 | 1.27e-02 | 7.81e-03 | 66 |
| hsa030403 | Colorectum | MSS | Spliceosome | 66/1875 | 217/8465 | 2.58e-03 | 1.27e-02 | 7.81e-03 | 66 |
| hsa030404 | Colorectum | MSI-H | Spliceosome | 37/797 | 217/8465 | 2.49e-04 | 3.23e-03 | 2.70e-03 | 37 |
| hsa030405 | Colorectum | MSI-H | Spliceosome | 37/797 | 217/8465 | 2.49e-04 | 3.23e-03 | 2.70e-03 | 37 |
| hsa030409 | Endometrium | AEH | Spliceosome | 54/1197 | 217/8465 | 1.47e-05 | 1.65e-04 | 1.21e-04 | 54 |
| hsa0304014 | Endometrium | AEH | Spliceosome | 54/1197 | 217/8465 | 1.47e-05 | 1.65e-04 | 1.21e-04 | 54 |
| 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 |
| LSM7 | SNV | Missense_Mutation | c.101N>T | p.Ser34Ile | p.S34I | Q9UK45 | protein_coding | tolerated(0.2) | benign(0.009) | TCGA-55-7994-01 | Lung | lung adenocarcinoma | Male | >=65 | I/II | Chemotherapy | carboplatin | CR |
| 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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