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Gene: ATP5F1 |
Gene summary for ATP5F1 |
Gene summary. |
Gene information | Species | Human | Gene symbol | ATP5F1 | Gene ID | 515 |
Gene name | ATP synthase peripheral stalk-membrane subunit b | |
Gene Alias | ATP5F1 | |
Cytomap | 1p13.2 | |
Gene Type | protein-coding | GO ID | GO:0006091 | UniProtAcc | P24539 |
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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 |
515 | ATP5F1 | GSM4909281 | Human | Breast | IDC | 3.80e-09 | -2.35e-01 | 0.21 |
515 | ATP5F1 | GSM4909282 | Human | Breast | IDC | 8.23e-09 | -2.35e-01 | -0.0288 |
515 | ATP5F1 | GSM4909285 | Human | Breast | IDC | 1.78e-08 | -2.35e-01 | 0.21 |
515 | ATP5F1 | GSM4909286 | Human | Breast | IDC | 3.80e-09 | -2.35e-01 | 0.1081 |
515 | ATP5F1 | GSM4909287 | Human | Breast | IDC | 5.28e-10 | -2.35e-01 | 0.2057 |
515 | ATP5F1 | GSM4909290 | Human | Breast | IDC | 1.13e-06 | -2.35e-01 | 0.2096 |
515 | ATP5F1 | GSM4909291 | Human | Breast | IDC | 4.38e-05 | -2.35e-01 | 0.1753 |
515 | ATP5F1 | GSM4909293 | Human | Breast | IDC | 1.75e-09 | -2.35e-01 | 0.1581 |
515 | ATP5F1 | GSM4909294 | Human | Breast | IDC | 3.80e-09 | -2.35e-01 | 0.2022 |
515 | ATP5F1 | GSM4909295 | Human | Breast | IDC | 1.25e-03 | -2.35e-01 | 0.0898 |
515 | ATP5F1 | GSM4909296 | Human | Breast | IDC | 1.78e-08 | -2.35e-01 | 0.1524 |
515 | ATP5F1 | GSM4909297 | Human | Breast | IDC | 3.52e-11 | -2.35e-01 | 0.1517 |
515 | ATP5F1 | GSM4909298 | Human | Breast | IDC | 3.80e-09 | -2.35e-01 | 0.1551 |
515 | ATP5F1 | GSM4909299 | Human | Breast | IDC | 1.75e-09 | -2.35e-01 | 0.035 |
515 | ATP5F1 | GSM4909300 | Human | Breast | IDC | 5.31e-03 | -2.35e-01 | 0.0334 |
515 | ATP5F1 | GSM4909301 | Human | Breast | IDC | 8.04e-10 | -2.35e-01 | 0.1577 |
515 | ATP5F1 | GSM4909302 | Human | Breast | IDC | 7.78e-10 | -2.35e-01 | 0.1545 |
515 | ATP5F1 | GSM4909304 | Human | Breast | IDC | 3.80e-09 | -2.35e-01 | 0.1636 |
515 | ATP5F1 | GSM4909305 | Human | Breast | IDC | 2.16e-06 | -2.35e-01 | 0.0436 |
515 | ATP5F1 | GSM4909306 | Human | Breast | IDC | 1.69e-10 | -2.35e-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:0006753 | Colorectum | AD | nucleoside phosphate metabolic process | 169/3918 | 497/18723 | 4.99e-12 | 6.98e-10 | 169 |
GO:1902600 | Colorectum | AD | proton transmembrane transport | 66/3918 | 157/18723 | 1.59e-09 | 1.17e-07 | 66 |
GO:0009144 | Colorectum | AD | purine nucleoside triphosphate metabolic process | 43/3918 | 88/18723 | 5.05e-09 | 3.19e-07 | 43 |
GO:1990542 | Colorectum | AD | mitochondrial transmembrane transport | 47/3918 | 102/18723 | 1.09e-08 | 6.52e-07 | 47 |
GO:0009205 | Colorectum | AD | purine ribonucleoside triphosphate metabolic process | 39/3918 | 82/18723 | 6.58e-08 | 3.40e-06 | 39 |
GO:0009141 | Colorectum | AD | nucleoside triphosphate metabolic process | 48/3918 | 112/18723 | 1.27e-07 | 6.02e-06 | 48 |
GO:0006754 | Colorectum | AD | ATP biosynthetic process | 30/3918 | 57/18723 | 1.27e-07 | 6.02e-06 | 30 |
GO:0009145 | Colorectum | AD | purine nucleoside triphosphate biosynthetic process | 34/3918 | 69/18723 | 1.54e-07 | 6.78e-06 | 34 |
GO:0015985 | Colorectum | AD | energy coupled proton transport, down electrochemical gradient | 18/3918 | 26/18723 | 1.55e-07 | 6.78e-06 | 18 |
GO:0015986 | Colorectum | AD | ATP synthesis coupled proton transport | 18/3918 | 26/18723 | 1.55e-07 | 6.78e-06 | 18 |
GO:0009199 | Colorectum | AD | ribonucleoside triphosphate metabolic process | 40/3918 | 89/18723 | 3.04e-07 | 1.21e-05 | 40 |
GO:0009152 | Colorectum | AD | purine ribonucleotide biosynthetic process | 64/3918 | 169/18723 | 3.09e-07 | 1.22e-05 | 64 |
GO:0009206 | Colorectum | AD | purine ribonucleoside triphosphate biosynthetic process | 33/3918 | 68/18723 | 3.68e-07 | 1.43e-05 | 33 |
GO:0042776 | Colorectum | AD | mitochondrial ATP synthesis coupled proton transport | 14/3918 | 19/18723 | 1.20e-06 | 3.92e-05 | 14 |
GO:0009201 | Colorectum | AD | ribonucleoside triphosphate biosynthetic process | 34/3918 | 74/18723 | 1.23e-06 | 4.01e-05 | 34 |
GO:0009260 | Colorectum | AD | ribonucleotide biosynthetic process | 66/3918 | 182/18723 | 1.25e-06 | 4.02e-05 | 66 |
GO:0009142 | Colorectum | AD | nucleoside triphosphate biosynthetic process | 37/3918 | 85/18723 | 2.16e-06 | 6.35e-05 | 37 |
GO:0046390 | Colorectum | AD | ribose phosphate biosynthetic process | 67/3918 | 190/18723 | 3.21e-06 | 9.05e-05 | 67 |
GO:0006164 | Colorectum | AD | purine nucleotide biosynthetic process | 66/3918 | 191/18723 | 8.22e-06 | 1.97e-04 | 66 |
GO:0072522 | Colorectum | AD | purine-containing compound biosynthetic process | 68/3918 | 200/18723 | 1.12e-05 | 2.55e-04 | 68 |
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Enriched KEGG pathways. |
Pathway ID | Tissue | Disease Stage | Description | Gene Ratio | Bg Ratio | pvalue | p.adjust | qvalue | Count |
hsa0501218 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0502016 | Breast | Precancer | Prion disease | 95/684 | 273/8465 | 1.39e-37 | 1.46e-35 | 1.12e-35 | 95 |
hsa0501616 | Breast | Precancer | Huntington disease | 98/684 | 306/8465 | 2.85e-35 | 2.25e-33 | 1.72e-33 | 98 |
hsa0019016 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
hsa0501016 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0501416 | Breast | Precancer | Amyotrophic lateral sclerosis | 98/684 | 364/8465 | 2.13e-28 | 8.41e-27 | 6.44e-27 | 98 |
hsa0502216 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0520818 | Breast | Precancer | Chemical carcinogenesis - reactive oxygen species | 68/684 | 223/8465 | 3.61e-23 | 1.14e-21 | 8.73e-22 | 68 |
hsa0471418 | Breast | Precancer | Thermogenesis | 68/684 | 232/8465 | 4.40e-22 | 1.26e-20 | 9.69e-21 | 68 |
hsa0541518 | Breast | Precancer | Diabetic cardiomyopathy | 63/684 | 203/8465 | 5.63e-22 | 1.48e-20 | 1.14e-20 | 63 |
hsa0501219 | Breast | Precancer | Parkinson disease | 99/684 | 266/8465 | 3.58e-42 | 5.65e-40 | 4.33e-40 | 99 |
hsa0502017 | Breast | Precancer | Prion disease | 95/684 | 273/8465 | 1.39e-37 | 1.46e-35 | 1.12e-35 | 95 |
hsa0501617 | Breast | Precancer | Huntington disease | 98/684 | 306/8465 | 2.85e-35 | 2.25e-33 | 1.72e-33 | 98 |
hsa0019017 | Breast | Precancer | Oxidative phosphorylation | 59/684 | 134/8465 | 6.15e-30 | 3.24e-28 | 2.48e-28 | 59 |
hsa0501017 | Breast | Precancer | Alzheimer disease | 103/684 | 384/8465 | 1.03e-29 | 4.66e-28 | 3.57e-28 | 103 |
hsa0501417 | Breast | Precancer | Amyotrophic lateral sclerosis | 98/684 | 364/8465 | 2.13e-28 | 8.41e-27 | 6.44e-27 | 98 |
hsa0502217 | Breast | Precancer | Pathways of neurodegeneration - multiple diseases | 112/684 | 476/8465 | 6.96e-27 | 2.44e-25 | 1.87e-25 | 112 |
hsa0520819 | Breast | Precancer | Chemical carcinogenesis - reactive oxygen species | 68/684 | 223/8465 | 3.61e-23 | 1.14e-21 | 8.73e-22 | 68 |
hsa0471419 | Breast | Precancer | Thermogenesis | 68/684 | 232/8465 | 4.40e-22 | 1.26e-20 | 9.69e-21 | 68 |
hsa0541519 | Breast | Precancer | Diabetic cardiomyopathy | 63/684 | 203/8465 | 5.63e-22 | 1.48e-20 | 1.14e-20 | 63 |
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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 |
ATP5F1 | SNV | Missense_Mutation | c.155N>T | p.Gly52Val | p.G52V | P24539 | protein_coding | deleterious(0) | probably_damaging(0.992) | TCGA-A8-A06X-01 | Breast | breast invasive carcinoma | Female | >=65 | I/II | Unknown | Unknown | SD | |
ATP5F1 | SNV | Missense_Mutation | c.482N>G | p.Gln161Arg | p.Q161R | P24539 | protein_coding | deleterious(0) | benign(0.184) | TCGA-AO-A03T-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Chemotherapy | cyclophosphamide | SD | |
ATP5F1 | insertion | Frame_Shift_Ins | novel | c.116_117insCCTGATGACAAAGAACAGTACCTGTGTGGGGAGA | p.His40LeufsTer21 | p.H40Lfs*21 | P24539 | protein_coding | TCGA-BH-A0B8-01 | Breast | breast invasive carcinoma | Female | <65 | I/II | Hormone Therapy | arimidex | SD | ||
ATP5F1 | SNV | Missense_Mutation | novel | c.109G>T | p.Gly37Trp | p.G37W | P24539 | protein_coding | deleterious(0.01) | possibly_damaging(0.604) | TCGA-2W-A8YY-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Chemotherapy | cisplatin | CR |
ATP5F1 | SNV | Missense_Mutation | c.373N>A | p.Asp125Asn | p.D125N | P24539 | protein_coding | deleterious(0) | probably_damaging(1) | TCGA-C5-A1BQ-01 | Cervix | cervical & endocervical cancer | Female | >=65 | III/IV | Chemotherapy | cisplatin | CR | |
ATP5F1 | SNV | Missense_Mutation | c.618G>A | p.Met206Ile | p.M206I | P24539 | protein_coding | tolerated(0.41) | benign(0.049) | TCGA-DS-A0VL-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD | |
ATP5F1 | SNV | Missense_Mutation | novel | c.385N>A | p.Glu129Lys | p.E129K | P24539 | protein_coding | deleterious(0.01) | benign(0.171) | TCGA-HM-A4S6-01 | Cervix | cervical & endocervical cancer | Female | <65 | III/IV | Chemotherapy | cisplatin | CR |
ATP5F1 | SNV | Missense_Mutation | rs770948319 | c.406G>A | p.Glu136Lys | p.E136K | P24539 | protein_coding | tolerated(0.52) | possibly_damaging(0.564) | TCGA-MU-A51Y-01 | Cervix | cervical & endocervical cancer | Female | <65 | I/II | Unknown | Unknown | SD |
ATP5F1 | SNV | Missense_Mutation | c.582G>T | p.Lys194Asn | p.K194N | P24539 | protein_coding | deleterious(0.02) | probably_damaging(0.989) | TCGA-AA-3977-01 | Colorectum | colon adenocarcinoma | Male | >=65 | I/II | Unknown | Unknown | SD | |
ATP5F1 | SNV | Missense_Mutation | c.189N>A | p.Phe63Leu | p.F63L | P24539 | protein_coding | tolerated(0.24) | benign(0.027) | TCGA-CA-6718-01 | Colorectum | colon adenocarcinoma | Male | <65 | I/II | Unknown | Unknown | PD |
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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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