Next-generation sequencing in laboratory practice: Applications and challenges

https://doi.org/10.53730/ijhs.v8nS1.15017

Authors

  • Reem Saleh Alonazi KSA, National Guard Health Affairs

Keywords:

Laboratory Automation, Next-Generation Sequencing, Public Health Laboratories, Workflow Optimization, COVID-19 Diagnostics

Abstract

Background _ The COVID-19 pandemic has underscored the critical role of next-generation sequencing (NGS) in diagnostic testing and surveillance-based screening. Public health laboratories need to incorporate these advanced molecular technologies to enhance their capabilities. However, challenges such as a shortage of skilled personnel, lack of sequencing expertise, assay standardization issues, and workload management within turnaround times are common. Aim of Work – This perspective paper aims to shed light on the benefits and challenges of using laboratory automation for sequencing purposes. It explores strategies for implementation, including instrument selection, validation approaches, staff training, and troubleshooting. Methods – In order to locate journal publications, the Scopus, Web of Science, and PubMed academic databases were searched. The following selection criteria were utilized: Articles must be written in English, focus on normative reasons rather than merely empirical research, include an abstract for software analysis, and describe NGS technology. The paper reviews current literature on laboratory automation in the context of NGS, examines case studies of successful implementation, and discusses potential barriers and solutions.

Downloads

Download data is not yet available.

References

- Chen, X, Kang, Y, Luo, J, Pang, K, Xu, X, Wu, J, et al. Next-generation sequencing reveals the progression of COVID-19. Front Cell Infect Microbiol. (2021) 11:632490.

- Dougherty, CE, and Graf, E. Next generation sequencing for outbreak investigation in the clinical microbiology laboratory. Clin Lab Sci. (2019) 32.

- Malek, A, McGlynn, K, Taffner, S, Fine, L, Tesini, B, Wang, J, et al. Next-generation-sequencing-based hospital outbreak investigation yields insight into Klebsiella aerogenes population structure and determinants of carbapenem resistance and pathogenicity. Antimicrob Agents Chemother. (2019) 63:e02577-18.

- Morash, M, Mitchell, H, Beltran, H, Elemento, O, and Pathak, J. The role of next-generation sequencing in precision medicine: a review of outcomes in oncology. J Pers. Med. (2018) 8:30.

- The White House. (2021). Available at: https://www.whitehouse.gov/briefing-room/legislation/2021/01/20/president-biden-announces-american-rescue-plan/ (Accessed March 22, 2023).

- Antonios, K, Croxatto, A, and Culbreath, K. Current state of laboratory automation in clinical microbiology laboratory. Clin Chem. (2022) 68:99–114.

- Laboratory Automation Systems Global Market Report. The business research company. (2022). Available at: https://www.reportlinker.com/p06280847/Laboratory-Automation-Systems-Global-Market-Report.html (Accessed March 22, 2022).

- Karakoyun HK, Sayar C, Yararbaş K. Challenges in clinical interpretation of next-generation sequencing data: Advantages and Pitfalls. Results in Engineering. 2023 Dec 1;20:101421.

- Aziz, N, Zhao, Q, Bry, L, Driscoll, DK, Funke, B, Gibson, JS, et al. College of American Pathologists' laboratory standards for next-generation sequencing clinical tests. Arch Pathol Lab Med. (2015) 139:481–93.

- Gargis, AS, Kalman, L, and Lubin, IM. Assuring the quality of next-generation sequencing in clinical microbiology and public health laboratories. J Clin Microbiol. (2016) 54:2857–65.

- Centers for Disease Control and Prevention. The next generation sequencing quality initiative. (2022). Available at: https://www.cdc.gov/labquality/ngs-quality-initiative.html (Accessed March 22, 2023).

- Socea JN, Stone VN, Qian X, Gibbs PL, Levinson KJ. Implementing laboratory automation for next-generation sequencing: benefits and challenges for library preparation. Frontiers in Public Health. 2023 Jul 13;11:1195581.

- Lepuschitz, S, Weinmaier, T, Mrazek, K, Beisken, S, Weinberger, J, and Posch, AE. Analytical performance validation of next-generation sequencing based clinical microbiology assays using a K-mer analysis workflow. Front Microbiol. (2020) 11:1883.

Published

15-01-2024

How to Cite

Alonazi, R. S. (2024). Next-generation sequencing in laboratory practice: Applications and challenges. International Journal of Health Sciences, 8(S1), 954–963. https://doi.org/10.53730/ijhs.v8nS1.15017

Issue

Section

Peer Review Articles

Most read articles by the same author(s)