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For: Kinsella M, Harismendy O, Nakano M, Frazer KA, Bafna V. Sensitive gene fusion detection using ambiguously mapping RNA-Seq read pairs. Bioinformatics 2011;27:1068-75. [PMID: 21330288 PMCID: PMC3072550 DOI: 10.1093/bioinformatics/btr085] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2010] [Revised: 02/01/2011] [Accepted: 02/10/2011] [Indexed: 11/14/2022]  Open
Number Cited by Other Article(s)
1
Gao G, McClellan J, Barbeira AN, Fiorica PN, Li JL, Mu Z, Olopade OI, Huo D, Im HK. A multi-tissue, splicing-based joint transcriptome-wide association study identifies susceptibility genes for breast cancer. Am J Hum Genet 2024;111:1100-1113. [PMID: 38733992 PMCID: PMC11179262 DOI: 10.1016/j.ajhg.2024.04.010] [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: 10/09/2023] [Revised: 04/13/2024] [Accepted: 04/15/2024] [Indexed: 05/13/2024]  Open
2
Crabtree JS, Miele L. Precision diagnostics in cancer: Predict, prevent, and personalize. PROGRESS IN MOLECULAR BIOLOGY AND TRANSLATIONAL SCIENCE 2022;190:39-56. [DOI: 10.1016/bs.pmbts.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
3
Lucero R, Zappulli V, Sammarco A, Murillo OD, Cheah PS, Srinivasan S, Tai E, Ting DT, Wei Z, Roth ME, Laurent LC, Krichevsky AM, Breakefield XO, Milosavljevic A. Glioma-Derived miRNA-Containing Extracellular Vesicles Induce Angiogenesis by Reprogramming Brain Endothelial Cells. Cell Rep 2021;30:2065-2074.e4. [PMID: 32075753 DOI: 10.1016/j.celrep.2020.01.073] [Citation(s) in RCA: 113] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Revised: 09/29/2019] [Accepted: 01/22/2020] [Indexed: 12/13/2022]  Open
4
Liu Q, Hu Y, Stucky A, Fang L, Zhong JF, Wang K. LongGF: computational algorithm and software tool for fast and accurate detection of gene fusions by long-read transcriptome sequencing. BMC Genomics 2020;21:793. [PMID: 33372596 PMCID: PMC7771079 DOI: 10.1186/s12864-020-07207-4] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Accepted: 10/29/2020] [Indexed: 12/17/2022]  Open
5
Brown NA, Elenitoba-Johnson KSJ. Enabling Precision Oncology Through Precision Diagnostics. ANNUAL REVIEW OF PATHOLOGY-MECHANISMS OF DISEASE 2020;15:97-121. [PMID: 31977297 DOI: 10.1146/annurev-pathmechdis-012418-012735] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
6
Detection of novel fusion-transcripts by RNA-Seq in T-cell lymphoblastic lymphoma. Sci Rep 2019;9:5179. [PMID: 30914738 PMCID: PMC6435891 DOI: 10.1038/s41598-019-41675-3] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 03/14/2019] [Indexed: 02/08/2023]  Open
7
Vu TN, Deng W, Trac QT, Calza S, Hwang W, Pawitan Y. A fast detection of fusion genes from paired-end RNA-seq data. BMC Genomics 2018;19:786. [PMID: 30382840 PMCID: PMC6211471 DOI: 10.1186/s12864-018-5156-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2017] [Accepted: 10/10/2018] [Indexed: 01/03/2023]  Open
8
Rhee SJ, Kwon T, Seo M, Jang YJ, Sim TY, Cho S, Han SW, Lee GP. De novo-based transcriptome profiling of male-sterile and fertile watermelon lines. PLoS One 2017;12:e0187147. [PMID: 29095876 PMCID: PMC5667795 DOI: 10.1371/journal.pone.0187147] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Accepted: 10/14/2017] [Indexed: 12/23/2022]  Open
9
Hsieh G, Bierman R, Szabo L, Lee AG, Freeman DE, Watson N, Sweet-Cordero EA, Salzman J. Statistical algorithms improve accuracy of gene fusion detection. Nucleic Acids Res 2017;45:e126. [PMID: 28541529 PMCID: PMC5737606 DOI: 10.1093/nar/gkx453] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2017] [Accepted: 05/22/2017] [Indexed: 11/14/2022]  Open
10
Zhou JX, Yang X, Ning S, Wang L, Wang K, Zhang Y, Yuan F, Li F, Zhuo DD, Tang L, Zhuo D. Identification of KANSARL as the first cancer predisposition fusion gene specific to the population of European ancestry origin. Oncotarget 2017;8:50594-50607. [PMID: 28881586 PMCID: PMC5584173 DOI: 10.18632/oncotarget.16385] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2016] [Accepted: 02/20/2017] [Indexed: 12/30/2022]  Open
11
Kumar S, Razzaq SK, Vo AD, Gautam M, Li H. Identifying fusion transcripts using next generation sequencing. WILEY INTERDISCIPLINARY REVIEWS. RNA 2016;7:811-823. [PMID: 27485475 PMCID: PMC5065767 DOI: 10.1002/wrna.1382] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2016] [Revised: 07/05/2016] [Accepted: 07/07/2016] [Indexed: 01/14/2023]
12
Latysheva NS, Babu MM. Discovering and understanding oncogenic gene fusions through data intensive computational approaches. Nucleic Acids Res 2016;44:4487-503. [PMID: 27105842 PMCID: PMC4889949 DOI: 10.1093/nar/gkw282] [Citation(s) in RCA: 121] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2016] [Accepted: 03/24/2016] [Indexed: 12/21/2022]  Open
13
Arsenijevic V, Davis-Dusenbery BN. Reproducible, Scalable Fusion Gene Detection from RNA-Seq. Methods Mol Biol 2016;1381:223-37. [PMID: 26667464 DOI: 10.1007/978-1-4939-3204-7_13] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
14
Liu S, Tsai WH, Ding Y, Chen R, Fang Z, Huo Z, Kim S, Ma T, Chang TY, Priedigkeit NM, Lee AV, Luo J, Wang HW, Chung IF, Tseng GC. Comprehensive evaluation of fusion transcript detection algorithms and a meta-caller to combine top performing methods in paired-end RNA-seq data. Nucleic Acids Res 2015;44:e47. [PMID: 26582927 PMCID: PMC4797269 DOI: 10.1093/nar/gkv1234] [Citation(s) in RCA: 112] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2015] [Accepted: 10/24/2015] [Indexed: 12/31/2022]  Open
15
Davare MA, Tognon CE. Detecting and targetting oncogenic fusion proteins in the genomic era. Biol Cell 2015;107:111-29. [PMID: 25631473 DOI: 10.1111/boc.201400096] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2014] [Accepted: 01/23/2015] [Indexed: 12/15/2022]
16
Nariai N, Kojima K, Mimori T, Sato Y, Kawai Y, Yamaguchi-Kabata Y, Nagasaki M. TIGAR2: sensitive and accurate estimation of transcript isoform expression with longer RNA-Seq reads. BMC Genomics 2014;15 Suppl 10:S5. [PMID: 25560536 PMCID: PMC4304212 DOI: 10.1186/1471-2164-15-s10-s5] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]  Open
17
Greger L, Su J, Rung J, Ferreira PG, Geuvadis consortium, Lappalainen T, Dermitzakis ET, Brazma A. Tandem RNA chimeras contribute to transcriptome diversity in human population and are associated with intronic genetic variants. PLoS One 2014;9:e104567. [PMID: 25133550 PMCID: PMC4136775 DOI: 10.1371/journal.pone.0104567] [Citation(s) in RCA: 28] [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: 06/03/2014] [Accepted: 07/14/2014] [Indexed: 01/18/2023]  Open
18
Wijaya E, Shimizu K, Asai K, Hamada M. Reference-free prediction of rearrangement breakpoint reads. ACTA ACUST UNITED AC 2014;30:2559-67. [PMID: 24876376 DOI: 10.1093/bioinformatics/btu360] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
19
Xiao CL, Mai ZB, Lian XL, Zhong JY, Jin JJ, He QY, Zhang G. FANSe2: a robust and cost-efficient alignment tool for quantitative next-generation sequencing applications. PLoS One 2014;9:e94250. [PMID: 24743329 PMCID: PMC3990525 DOI: 10.1371/journal.pone.0094250] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2013] [Accepted: 03/12/2014] [Indexed: 11/26/2022]  Open
20
Investigation of de novo unique differentially expressed genes related to evolution in exercise response during domestication in Thoroughbred race horses. PLoS One 2014;9:e91418. [PMID: 24658125 PMCID: PMC3962374 DOI: 10.1371/journal.pone.0091418] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2013] [Accepted: 02/11/2014] [Indexed: 12/17/2022]  Open
21
Annala MJ, Parker BC, Zhang W, Nykter M. Fusion genes and their discovery using high throughput sequencing. Cancer Lett 2013;340:192-200. [PMID: 23376639 PMCID: PMC3675181 DOI: 10.1016/j.canlet.2013.01.011] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2012] [Revised: 12/28/2012] [Accepted: 01/04/2013] [Indexed: 01/25/2023]
22
Wu J, Zhang W, Huang S, He Z, Cheng Y, Wang J, Lam TW, Peng Z, Yiu SM. SOAPfusion: a robust and effective computational fusion discovery tool for RNA-seq reads. Bioinformatics 2013;29:2971-8. [DOI: 10.1093/bioinformatics/btt522] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]  Open
23
Nariai N, Hirose O, Kojima K, Nagasaki M. TIGAR: transcript isoform abundance estimation method with gapped alignment of RNA-Seq data by variational Bayesian inference. ACTA ACUST UNITED AC 2013;29:2292-9. [PMID: 23821651 DOI: 10.1093/bioinformatics/btt381] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
24
Wang L. Identification of cancer gene fusions based on advanced analysis of the human genome or transcriptome. Front Med 2013;7:280-9. [PMID: 23807217 DOI: 10.1007/s11684-013-0265-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2012] [Accepted: 02/27/2013] [Indexed: 01/03/2023]
25
Long-range transcriptome sequencing reveals cancer cell growth regulatory chimeric mRNA. Neoplasia 2013;14:1087-96. [PMID: 23226102 DOI: 10.1593/neo.121342] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2012] [Revised: 08/16/2012] [Accepted: 09/30/2012] [Indexed: 12/15/2022]  Open
26
Carrara M, Beccuti M, Cavallo F, Donatelli S, Lazzarato F, Cordero F, Calogero RA. State of art fusion-finder algorithms are suitable to detect transcription-induced chimeras in normal tissues? BMC Bioinformatics 2013;14 Suppl 7:S2. [PMID: 23815381 PMCID: PMC3633050 DOI: 10.1186/1471-2105-14-s7-s2] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]  Open
27
MacConaill LE. Existing and emerging technologies for tumor genomic profiling. J Clin Oncol 2013;31:1815-24. [PMID: 23589546 DOI: 10.1200/jco.2012.46.5948] [Citation(s) in RCA: 103] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]  Open
28
Xuan J, Yu Y, Qing T, Guo L, Shi L. Next-generation sequencing in the clinic: promises and challenges. Cancer Lett 2012;340:284-95. [PMID: 23174106 DOI: 10.1016/j.canlet.2012.11.025] [Citation(s) in RCA: 199] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2012] [Revised: 11/13/2012] [Accepted: 11/13/2012] [Indexed: 02/06/2023]
29
Benelli M, Pescucci C, Marseglia G, Severgnini M, Torricelli F, Magi A. Discovering chimeric transcripts in paired-end RNA-seq data by using EricScript. Bioinformatics 2012;28:3232-9. [DOI: 10.1093/bioinformatics/bts617] [Citation(s) in RCA: 120] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]  Open
30
Kalyana-Sundaram S, Shanmugam A, Chinnaiyan AM. Gene Fusion Markup Language: a prototype for exchanging gene fusion data. BMC Bioinformatics 2012;13:269. [PMID: 23072312 PMCID: PMC3607969 DOI: 10.1186/1471-2105-13-269] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2011] [Accepted: 10/11/2012] [Indexed: 12/26/2022]  Open
31
Wang Q, Xia J, Jia P, Pao W, Zhao Z. Application of next generation sequencing to human gene fusion detection: computational tools, features and perspectives. Brief Bioinform 2012;14:506-19. [PMID: 22877769 DOI: 10.1093/bib/bbs044] [Citation(s) in RCA: 84] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]  Open
32
Wu S, Li C, Huang W, Li W, Li RW. Alternative splicing regulated by butyrate in bovine epithelial cells. PLoS One 2012;7:e39182. [PMID: 22720068 PMCID: PMC3375255 DOI: 10.1371/journal.pone.0039182] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2012] [Accepted: 05/21/2012] [Indexed: 12/02/2022]  Open
33
RNA-Seq mapping and detection of gene fusions with a suffix array algorithm. PLoS Comput Biol 2012;8:e1002464. [PMID: 22496636 PMCID: PMC3320572 DOI: 10.1371/journal.pcbi.1002464] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2011] [Accepted: 02/21/2012] [Indexed: 12/20/2022]  Open
34
Application of the whole-transcriptome shotgun sequencing approach to the study of Philadelphia-positive acute lymphoblastic leukemia. Blood Cancer J 2012;2:e61. [PMID: 22829256 PMCID: PMC3317525 DOI: 10.1038/bcj.2012.6] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2012] [Accepted: 01/16/2012] [Indexed: 12/17/2022]  Open
35
Repetitive DNA and next-generation sequencing: computational challenges and solutions. Nat Rev Genet 2011;13:36-46. [PMID: 22124482 DOI: 10.1038/nrg3117] [Citation(s) in RCA: 1122] [Impact Index Per Article: 80.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
36
Martin JA, Wang Z. Next-generation transcriptome assembly. Nat Rev Genet 2011;12:671-82. [DOI: 10.1038/nrg3068] [Citation(s) in RCA: 808] [Impact Index Per Article: 57.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
37
Kim D, Salzberg SL. TopHat-Fusion: an algorithm for discovery of novel fusion transcripts. Genome Biol 2011. [PMID: 21835007 DOI: 10.1186/gb‐2011‐12‐8‐r72] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]  Open
38
Iyer MK, Chinnaiyan AM, Maher CA. ChimeraScan: a tool for identifying chimeric transcription in sequencing data. ACTA ACUST UNITED AC 2011;27:2903-4. [PMID: 21840877 DOI: 10.1093/bioinformatics/btr467] [Citation(s) in RCA: 211] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
39
Kim D, Salzberg SL. TopHat-Fusion: an algorithm for discovery of novel fusion transcripts. Genome Biol 2011;12:R72. [PMID: 21835007 PMCID: PMC3245612 DOI: 10.1186/gb-2011-12-8-r72] [Citation(s) in RCA: 621] [Impact Index Per Article: 44.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Revised: 07/21/2011] [Accepted: 08/11/2011] [Indexed: 12/21/2022]  Open
40
Li Y, Chien J, Smith DI, Ma J. FusionHunter: identifying fusion transcripts in cancer using paired-end RNA-seq. ACTA ACUST UNITED AC 2011;27:1708-10. [PMID: 21546395 DOI: 10.1093/bioinformatics/btr265] [Citation(s) in RCA: 65] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
41
McPherson A, Wu C, Hajirasouliha I, Hormozdiari F, Hach F, Lapuk A, Volik S, Shah S, Collins C, Sahinalp SC. Comrad: detection of expressed rearrangements by integrated analysis of RNA-Seq and low coverage genome sequence data. ACTA ACUST UNITED AC 2011;27:1481-8. [PMID: 21478487 DOI: 10.1093/bioinformatics/btr184] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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