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For: Zhan T, Boutros M. Towards a compendium of essential genes - From model organisms to synthetic lethality in cancer cells. Crit Rev Biochem Mol Biol 2015;51:74-85. [PMID: 26627871 PMCID: PMC4819810 DOI: 10.3109/10409238.2015.1117053] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Number Cited by Other Article(s)
1
Hasibi R, Michoel T, Oyarzún DA. Integration of graph neural networks and genome-scale metabolic models for predicting gene essentiality. NPJ Syst Biol Appl 2024;10:24. [PMID: 38448436 PMCID: PMC10917767 DOI: 10.1038/s41540-024-00348-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 02/08/2024] [Indexed: 03/08/2024]  Open
2
Liang Y, Luo H, Lin Y, Gao F. Recent advances in the characterization of essential genes and development of a database of essential genes. IMETA 2024;3:e157. [PMID: 38868518 PMCID: PMC10989110 DOI: 10.1002/imt2.157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 10/09/2023] [Indexed: 06/14/2024]
3
Freischem LJ, Oyarzún DA. A Machine Learning Approach for Predicting Essentiality of Metabolic Genes. Methods Mol Biol 2024;2760:345-369. [PMID: 38468098 DOI: 10.1007/978-1-0716-3658-9_20] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/13/2024]
4
Giordano M, Falbo E, Maddalena L, Piccirillo M, Granata I. Untangling the Context-Specificity of Essential Genes by Means of Machine Learning: A Constructive Experience. Biomolecules 2023;14:18. [PMID: 38254618 PMCID: PMC10813179 DOI: 10.3390/biom14010018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 11/29/2023] [Accepted: 12/20/2023] [Indexed: 01/24/2024]  Open
5
Lung cancer prediction using multi-gene genetic programming by selecting automatic features from amino acid sequences. Comput Biol Chem 2022;98:107638. [DOI: 10.1016/j.compbiolchem.2022.107638] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 12/22/2021] [Accepted: 02/01/2022] [Indexed: 02/07/2023]
6
Campos TL, Korhonen PK, Hofmann A, Gasser RB, Young ND. Harnessing model organism genomics to underpin the machine learning-based prediction of essential genes in eukaryotes - Biotechnological implications. Biotechnol Adv 2021;54:107822. [PMID: 34461202 DOI: 10.1016/j.biotechadv.2021.107822] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2021] [Revised: 08/17/2021] [Accepted: 08/24/2021] [Indexed: 12/17/2022]
7
de Souza ID, Reis CF, Morais DAA, Fernandes VGS, Cavalcante JVF, Dalmolin RJS. Ancestry analysis indicates two different sets of essential genes in eukaryotic model species. Funct Integr Genomics 2021;21:523-531. [PMID: 34279742 DOI: 10.1007/s10142-021-00794-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 06/02/2021] [Accepted: 06/10/2021] [Indexed: 11/28/2022]
8
Caldu-Primo JL, Verduzco-Martínez JA, Alvarez-Buylla ER, Davila-Velderrain J. In vivo and in vitro human gene essentiality estimations capture contrasting functional constraints. NAR Genom Bioinform 2021;3:lqab063. [PMID: 34268495 PMCID: PMC8276763 DOI: 10.1093/nargab/lqab063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/18/2021] [Accepted: 07/07/2021] [Indexed: 11/28/2022]  Open
9
Campos TL, Korhonen PK, Young ND. Cross-Predicting Essential Genes between Two Model Eukaryotic Species Using Machine Learning. Int J Mol Sci 2021;22:5056. [PMID: 34064595 PMCID: PMC8150380 DOI: 10.3390/ijms22105056] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2021] [Revised: 05/07/2021] [Accepted: 05/08/2021] [Indexed: 12/24/2022]  Open
10
Reynolds KA, Rosa-Molinar E, Ward RE, Zhang H, Urbanowicz BR, Settles AM. Accelerating biological insight for understudied genes. Integr Comp Biol 2021;61:2233-2243. [PMID: 33970251 DOI: 10.1093/icb/icab029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]  Open
11
Henkel L, Rauscher B, Schmitt B, Winter J, Boutros M. Genome-scale CRISPR screening at high sensitivity with an empirically designed sgRNA library. BMC Biol 2020;18:174. [PMID: 33228647 PMCID: PMC7686728 DOI: 10.1186/s12915-020-00905-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Accepted: 10/20/2020] [Indexed: 12/22/2022]  Open
12
Weiße J, Rosemann J, Krauspe V, Kappler M, Eckert AW, Haemmerle M, Gutschner T. RNA-Binding Proteins as Regulators of Migration, Invasion and Metastasis in Oral Squamous Cell Carcinoma. Int J Mol Sci 2020;21:E6835. [PMID: 32957697 PMCID: PMC7555251 DOI: 10.3390/ijms21186835] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 09/14/2020] [Accepted: 09/17/2020] [Indexed: 02/06/2023]  Open
13
Campos TL, Korhonen PK, Hofmann A, Gasser RB, Young ND. Combined use of feature engineering and machine-learning to predict essential genes in Drosophila melanogaster. NAR Genom Bioinform 2020;2:lqaa051. [PMID: 33575603 PMCID: PMC7671374 DOI: 10.1093/nargab/lqaa051] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 06/05/2020] [Accepted: 07/04/2020] [Indexed: 12/17/2022]  Open
14
Campos TL, Korhonen PK, Sternberg PW, Gasser RB, Young ND. Predicting gene essentiality in Caenorhabditis elegans by feature engineering and machine-learning. Comput Struct Biotechnol J 2020;18:1093-1102. [PMID: 32489524 PMCID: PMC7251299 DOI: 10.1016/j.csbj.2020.05.008] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 05/01/2020] [Accepted: 05/06/2020] [Indexed: 02/08/2023]  Open
15
Pei J, Kinch LN, Otwinowski Z, Grishin NV. Mutation severity spectrum of rare alleles in the human genome is predictive of disease type. PLoS Comput Biol 2020;16:e1007775. [PMID: 32413045 PMCID: PMC7255613 DOI: 10.1371/journal.pcbi.1007775] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2019] [Revised: 05/28/2020] [Accepted: 03/06/2020] [Indexed: 12/19/2022]  Open
16
Liu Y, Wu M, Liu C, Li XL, Zheng J. SL2MF: Predicting Synthetic Lethality in Human Cancers via Logistic Matrix Factorization. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2020;17:748-757. [PMID: 30969932 DOI: 10.1109/tcbb.2019.2909908] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
17
Meinke DW. Genome-wide identification of EMBRYO-DEFECTIVE (EMB) genes required for growth and development in Arabidopsis. THE NEW PHYTOLOGIST 2020;226:306-325. [PMID: 31334862 DOI: 10.1111/nph.16071] [Citation(s) in RCA: 95] [Impact Index Per Article: 23.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Accepted: 07/10/2019] [Indexed: 05/20/2023]
18
An Evaluation of Machine Learning Approaches for the Prediction of Essential Genes in Eukaryotes Using Protein Sequence-Derived Features. Comput Struct Biotechnol J 2019;17:785-796. [PMID: 31312416 PMCID: PMC6607062 DOI: 10.1016/j.csbj.2019.05.008] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2019] [Revised: 05/23/2019] [Accepted: 05/26/2019] [Indexed: 12/23/2022]  Open
19
Karakitsou E, Foguet C, de Atauri P, Kultima K, Khoonsari PE, Martins dos Santos VA, Saccenti E, Rosato A, Cascante M. Metabolomics in systems medicine: an overview of methods and applications. ACTA ACUST UNITED AC 2019. [DOI: 10.1016/j.coisb.2019.03.009] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
20
Price C, Gill S, Ho ZV, Davidson SM, Merkel E, McFarland JM, Leung L, Tang A, Kost-Alimova M, Tsherniak A, Jonas O, Vazquez F, Hahn WC. Genome-Wide Interrogation of Human Cancers Identifies EGLN1 Dependency in Clear Cell Ovarian Cancers. Cancer Res 2019;79:2564-2579. [PMID: 30898838 DOI: 10.1158/0008-5472.can-18-2674] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2018] [Revised: 01/18/2019] [Accepted: 03/14/2019] [Indexed: 12/17/2022]
21
Systematic analysis reveals the prevalence and principles of bypassable gene essentiality. Nat Commun 2019;10:1002. [PMID: 30824696 PMCID: PMC6397241 DOI: 10.1038/s41467-019-08928-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Accepted: 02/07/2019] [Indexed: 12/12/2022]  Open
22
Sierzputowska K, Baxter CR, Housden BE. Variable Dose Analysis: A Novel High-throughput RNAi Screening Method for Drosophila Cells. Bio Protoc 2018;8:e3112. [PMID: 34532554 DOI: 10.21769/bioprotoc.3112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2018] [Revised: 10/07/2018] [Accepted: 10/10/2018] [Indexed: 11/02/2022]  Open
23
Yu S, Zheng C, Zhou F, Baillie DL, Rose AM, Deng Z, Chu JSC. Genomic identification and functional analysis of essential genes in Caenorhabditis elegans. BMC Genomics 2018;19:871. [PMID: 30514206 PMCID: PMC6278001 DOI: 10.1186/s12864-018-5251-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 11/14/2018] [Indexed: 11/27/2022]  Open
24
Rani S, Sharma A, Goel M. Insights into archaeal chaperone machinery: a network-based approach. Cell Stress Chaperones 2018;23:1257-1274. [PMID: 30178307 PMCID: PMC6237683 DOI: 10.1007/s12192-018-0933-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 08/03/2018] [Accepted: 08/20/2018] [Indexed: 11/30/2022]  Open
25
Czeizler E, Wu KC, Gratie C, Kanhaiya K, Petre I. Structural Target Controllability of Linear Networks. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2018;15:1217-1228. [PMID: 29994605 DOI: 10.1109/tcbb.2018.2797271] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
26
Rauscher B, Heigwer F, Henkel L, Hielscher T, Voloshanenko O, Boutros M. Toward an integrated map of genetic interactions in cancer cells. Mol Syst Biol 2018;14:e7656. [PMID: 29467179 PMCID: PMC5820685 DOI: 10.15252/msb.20177656] [Citation(s) in RCA: 55] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2017] [Revised: 01/20/2018] [Accepted: 01/23/2018] [Indexed: 12/13/2022]  Open
27
Emerging and evolving concepts in gene essentiality. Nat Rev Genet 2017;19:34-49. [PMID: 29033457 DOI: 10.1038/nrg.2017.74] [Citation(s) in RCA: 164] [Impact Index Per Article: 23.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
28
Kanhaiya K, Czeizler E, Gratie C, Petre I. Controlling Directed Protein Interaction Networks in Cancer. Sci Rep 2017;7:10327. [PMID: 28871116 PMCID: PMC5583175 DOI: 10.1038/s41598-017-10491-y] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2017] [Accepted: 08/09/2017] [Indexed: 02/06/2023]  Open
29
Chakravorty S, Hegde M. Gene and Variant Annotation for Mendelian Disorders in the Era of Advanced Sequencing Technologies. Annu Rev Genomics Hum Genet 2017;18:229-256. [PMID: 28415856 DOI: 10.1146/annurev-genom-083115-022545] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
30
Housden BE, Muhar M, Gemberling M, Gersbach CA, Stainier DYR, Seydoux G, Mohr SE, Zuber J, Perrimon N. Loss-of-function genetic tools for animal models: cross-species and cross-platform differences. Nat Rev Genet 2016;18:24-40. [PMID: 27795562 DOI: 10.1038/nrg.2016.118] [Citation(s) in RCA: 125] [Impact Index Per Article: 15.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
31
Peterson A. CRISPR: express delivery to any DNA address. Oral Dis 2016;23:5-11. [PMID: 27040868 DOI: 10.1111/odi.12487] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 03/25/2016] [Indexed: 12/26/2022]
32
Czeizler E, Gratie C, Chiu WK, Kanhaiya K, Petre I. Target Controllability of Linear Networks. COMPUTATIONAL METHODS IN SYSTEMS BIOLOGY 2016. [DOI: 10.1007/978-3-319-45177-0_5] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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