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Gene: ATP5MC2 |
Gene summary for ATP5MC2 |
Gene summary. |
Gene information | Species | Human | Gene symbol | ATP5MC2 | Gene ID | 517 |
Gene name | ATP synthase membrane subunit c locus 2 | |
Gene Alias | ATP5A | |
Cytomap | 12q13.13 | |
Gene Type | protein-coding | GO ID | GO:0006139 | UniProtAcc | Q06055 |
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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 |
517 | ATP5MC2 | GSM4909281 | Human | Breast | IDC | 1.79e-27 | 9.50e-02 | 0.21 |
517 | ATP5MC2 | GSM4909282 | Human | Breast | IDC | 4.58e-27 | 1.55e-02 | -0.0288 |
517 | ATP5MC2 | GSM4909285 | Human | Breast | IDC | 1.55e-22 | 4.33e-01 | 0.21 |
517 | ATP5MC2 | GSM4909286 | Human | Breast | IDC | 4.13e-41 | 3.91e-01 | 0.1081 |
517 | ATP5MC2 | GSM4909287 | Human | Breast | IDC | 2.04e-06 | -1.89e-01 | 0.2057 |
517 | ATP5MC2 | GSM4909289 | Human | Breast | IDC | 9.20e-04 | 3.82e-01 | 0.1064 |
517 | ATP5MC2 | GSM4909290 | Human | Breast | IDC | 2.58e-16 | 2.63e-01 | 0.2096 |
517 | ATP5MC2 | GSM4909291 | Human | Breast | IDC | 1.51e-23 | 5.67e-01 | 0.1753 |
517 | ATP5MC2 | GSM4909293 | Human | Breast | IDC | 5.93e-38 | 3.35e-01 | 0.1581 |
517 | ATP5MC2 | GSM4909295 | Human | Breast | IDC | 1.32e-04 | 5.80e-02 | 0.0898 |
517 | ATP5MC2 | GSM4909296 | Human | Breast | IDC | 1.94e-21 | 6.18e-01 | 0.1524 |
517 | ATP5MC2 | GSM4909298 | Human | Breast | IDC | 1.19e-32 | 6.12e-01 | 0.1551 |
517 | ATP5MC2 | GSM4909299 | Human | Breast | IDC | 1.26e-23 | 5.65e-01 | 0.035 |
517 | ATP5MC2 | GSM4909300 | Human | Breast | IDC | 1.39e-14 | 5.77e-01 | 0.0334 |
517 | ATP5MC2 | GSM4909301 | Human | Breast | IDC | 8.03e-22 | 6.15e-01 | 0.1577 |
517 | ATP5MC2 | GSM4909302 | Human | Breast | IDC | 5.86e-14 | 4.27e-01 | 0.1545 |
517 | ATP5MC2 | GSM4909303 | Human | Breast | IDC | 7.15e-07 | 4.47e-01 | 0.0438 |
517 | ATP5MC2 | GSM4909304 | Human | Breast | IDC | 7.88e-23 | 3.92e-01 | 0.1636 |
517 | ATP5MC2 | GSM4909305 | Human | Breast | IDC | 2.07e-33 | 5.88e-01 | 0.0436 |
517 | ATP5MC2 | GSM4909306 | Human | Breast | IDC | 2.47e-33 | 6.45e-01 | 0.1564 |
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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:00460349 | Breast | Precancer | ATP metabolic process | 82/1080 | 277/18723 | 1.94e-36 | 5.19e-33 | 82 |
GO:19026008 | Breast | Precancer | proton transmembrane transport | 39/1080 | 157/18723 | 4.18e-15 | 1.18e-12 | 39 |
GO:00159857 | Breast | Precancer | energy coupled proton transport, down electrochemical gradient | 16/1080 | 26/18723 | 4.15e-14 | 9.65e-12 | 16 |
GO:00159867 | Breast | Precancer | ATP synthesis coupled proton transport | 16/1080 | 26/18723 | 4.15e-14 | 9.65e-12 | 16 |
GO:00067547 | Breast | Precancer | ATP biosynthetic process | 21/1080 | 57/18723 | 2.31e-12 | 4.26e-10 | 21 |
GO:00092067 | Breast | Precancer | purine ribonucleoside triphosphate biosynthetic process | 22/1080 | 68/18723 | 1.41e-11 | 1.88e-09 | 22 |
GO:00091457 | Breast | Precancer | purine nucleoside triphosphate biosynthetic process | 22/1080 | 69/18723 | 1.95e-11 | 2.43e-09 | 22 |
GO:00092017 | Breast | Precancer | ribonucleoside triphosphate biosynthetic process | 22/1080 | 74/18723 | 9.18e-11 | 1.00e-08 | 22 |
GO:00091448 | Breast | Precancer | purine nucleoside triphosphate metabolic process | 24/1080 | 88/18723 | 9.66e-11 | 1.03e-08 | 24 |
GO:00092057 | Breast | Precancer | purine ribonucleoside triphosphate metabolic process | 23/1080 | 82/18723 | 1.27e-10 | 1.34e-08 | 23 |
GO:00091427 | Breast | Precancer | nucleoside triphosphate biosynthetic process | 23/1080 | 85/18723 | 2.82e-10 | 2.69e-08 | 23 |
GO:00091997 | Breast | Precancer | ribonucleoside triphosphate metabolic process | 23/1080 | 89/18723 | 7.65e-10 | 6.66e-08 | 23 |
GO:00091418 | Breast | Precancer | nucleoside triphosphate metabolic process | 26/1080 | 112/18723 | 7.72e-10 | 6.66e-08 | 26 |
GO:00196938 | Breast | Precancer | ribose phosphate metabolic process | 49/1080 | 396/18723 | 3.81e-07 | 1.78e-05 | 49 |
GO:00091528 | Breast | Precancer | purine ribonucleotide biosynthetic process | 28/1080 | 169/18723 | 4.17e-07 | 1.89e-05 | 28 |
GO:00463907 | Breast | Precancer | ribose phosphate biosynthetic process | 30/1080 | 190/18723 | 4.75e-07 | 2.11e-05 | 30 |
GO:00092607 | Breast | Precancer | ribonucleotide biosynthetic process | 29/1080 | 182/18723 | 6.05e-07 | 2.55e-05 | 29 |
GO:00091509 | Breast | Precancer | purine ribonucleotide metabolic process | 46/1080 | 368/18723 | 6.47e-07 | 2.71e-05 | 46 |
GO:00091179 | Breast | Precancer | nucleotide metabolic process | 56/1080 | 489/18723 | 7.40e-07 | 3.00e-05 | 56 |
GO:00092598 | Breast | Precancer | ribonucleotide metabolic process | 47/1080 | 385/18723 | 9.69e-07 | 3.84e-05 | 47 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa050124 | Colorectum | MSS | Parkinson disease | 140/1875 | 266/8465 | 2.32e-28 | 7.79e-26 | 4.77e-26 | 140 |
hsa052084 | Colorectum | MSS | Chemical carcinogenesis - reactive oxygen species | 118/1875 | 223/8465 | 2.71e-24 | 4.54e-22 | 2.78e-22 | 118 |
hsa050104 | Colorectum | MSS | Alzheimer disease | 169/1875 | 384/8465 | 1.21e-22 | 1.01e-20 | 6.21e-21 | 169 |
hsa054154 | Colorectum | MSS | Diabetic cardiomyopathy | 106/1875 | 203/8465 | 2.47e-21 | 1.62e-19 | 9.92e-20 | 106 |
hsa050164 | Colorectum | MSS | Huntington disease | 141/1875 | 306/8465 | 2.90e-21 | 1.62e-19 | 9.92e-20 | 141 |
hsa050204 | Colorectum | MSS | Prion disease | 129/1875 | 273/8465 | 1.04e-20 | 5.00e-19 | 3.06e-19 | 129 |
hsa001904 | Colorectum | MSS | Oxidative phosphorylation | 79/1875 | 134/8465 | 1.89e-20 | 7.90e-19 | 4.84e-19 | 79 |
hsa050224 | Colorectum | MSS | Pathways of neurodegeneration - multiple diseases | 192/1875 | 476/8465 | 2.79e-20 | 1.04e-18 | 6.36e-19 | 192 |
hsa050144 | Colorectum | MSS | Amyotrophic lateral sclerosis | 156/1875 | 364/8465 | 1.43e-19 | 4.62e-18 | 2.83e-18 | 156 |
hsa047144 | Colorectum | MSS | Thermogenesis | 113/1875 | 232/8465 | 1.52e-19 | 4.62e-18 | 2.83e-18 | 113 |
hsa050125 | Colorectum | MSS | Parkinson disease | 140/1875 | 266/8465 | 2.32e-28 | 7.79e-26 | 4.77e-26 | 140 |
hsa052085 | Colorectum | MSS | Chemical carcinogenesis - reactive oxygen species | 118/1875 | 223/8465 | 2.71e-24 | 4.54e-22 | 2.78e-22 | 118 |
hsa050105 | Colorectum | MSS | Alzheimer disease | 169/1875 | 384/8465 | 1.21e-22 | 1.01e-20 | 6.21e-21 | 169 |
hsa054155 | Colorectum | MSS | Diabetic cardiomyopathy | 106/1875 | 203/8465 | 2.47e-21 | 1.62e-19 | 9.92e-20 | 106 |
hsa050165 | Colorectum | MSS | Huntington disease | 141/1875 | 306/8465 | 2.90e-21 | 1.62e-19 | 9.92e-20 | 141 |
hsa050205 | Colorectum | MSS | Prion disease | 129/1875 | 273/8465 | 1.04e-20 | 5.00e-19 | 3.06e-19 | 129 |
hsa001905 | Colorectum | MSS | Oxidative phosphorylation | 79/1875 | 134/8465 | 1.89e-20 | 7.90e-19 | 4.84e-19 | 79 |
hsa050225 | Colorectum | MSS | Pathways of neurodegeneration - multiple diseases | 192/1875 | 476/8465 | 2.79e-20 | 1.04e-18 | 6.36e-19 | 192 |
hsa050145 | Colorectum | MSS | Amyotrophic lateral sclerosis | 156/1875 | 364/8465 | 1.43e-19 | 4.62e-18 | 2.83e-18 | 156 |
hsa047145 | Colorectum | MSS | Thermogenesis | 113/1875 | 232/8465 | 1.52e-19 | 4.62e-18 | 2.83e-18 | 113 |
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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 |
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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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