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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 |
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Transcriptomic changes along malignancy continuum. |
∗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). |
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Enriched GO biological processes. |
GO ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | Count |
GO:00083809 | Breast | Precancer | RNA splicing | 65/1080 | 434/18723 | 1.27e-12 | 2.53e-10 | 65 |
GO:00003759 | Breast | Precancer | RNA splicing, via transesterification reactions | 52/1080 | 324/18723 | 1.74e-11 | 2.22e-09 | 52 |
GO:00003779 | Breast | Precancer | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 51/1080 | 320/18723 | 3.55e-11 | 4.04e-09 | 51 |
GO:00003989 | Breast | Precancer | mRNA splicing, via spliceosome | 51/1080 | 320/18723 | 3.55e-11 | 4.04e-09 | 51 |
GO:00064028 | Breast | Precancer | mRNA catabolic process | 31/1080 | 232/18723 | 1.12e-05 | 2.93e-04 | 31 |
GO:00064018 | Breast | Precancer | RNA catabolic process | 34/1080 | 278/18723 | 2.88e-05 | 6.39e-04 | 34 |
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:00442708 | Breast | Precancer | cellular nitrogen compound catabolic process | 44/1080 | 451/18723 | 4.64e-04 | 6.12e-03 | 44 |
GO:00009566 | Breast | Precancer | nuclear-transcribed mRNA catabolic process | 16/1080 | 112/18723 | 6.87e-04 | 8.36e-03 | 16 |
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:000838014 | Breast | IDC | RNA splicing | 73/1434 | 434/18723 | 1.27e-10 | 1.57e-08 | 73 |
GO:000037514 | Breast | IDC | RNA splicing, via transesterification reactions | 58/1434 | 324/18723 | 9.44e-10 | 9.58e-08 | 58 |
GO:000037714 | Breast | IDC | RNA splicing, via transesterification reactions with bulged adenosine as nucleophile | 57/1434 | 320/18723 | 1.60e-09 | 1.49e-07 | 57 |
GO:000039814 | Breast | IDC | mRNA splicing, via spliceosome | 57/1434 | 320/18723 | 1.60e-09 | 1.49e-07 | 57 |
GO:000640113 | Breast | IDC | RNA catabolic process | 38/1434 | 278/18723 | 3.54e-04 | 5.16e-03 | 38 |
GO:000640213 | Breast | IDC | mRNA catabolic process | 33/1434 | 232/18723 | 4.12e-04 | 5.66e-03 | 33 |
GO:000095613 | Breast | IDC | nuclear-transcribed mRNA catabolic process | 18/1434 | 112/18723 | 2.09e-03 | 1.96e-02 | 18 |
GO:190136112 | Breast | IDC | organic cyclic compound catabolic process | 56/1434 | 495/18723 | 2.12e-03 | 1.99e-02 | 56 |
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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 |
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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 |
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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. |
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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 |
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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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