全部 标题 作者
关键词 摘要

OALib Journal期刊
ISSN: 2333-9721
费用:99美元

查看量下载量

相关文章

更多...

SARS-CoV-2 Pooled Testing Methodology for PCR Testing Applied in Private Laboratory in Armenia

DOI: 10.4236/aid.2024.141006, PP. 67-73

Keywords: COVID-19, Screening, Grouped Testing

Full-Text   Cite this paper   Add to My Lib

Abstract:

Since the beginning of COVID-19 pandemics many countries were facing challenges with testing capacity recourse limitations. Throughout the waves of the pandemic countries were trying to address the existing constrains exploring solutions to increase the testing capacity with more cost-effective approaches. Pooled methodology was one of the methods which many have validated and used. It is evident that in case of pooled sample testing the sensitivity becomes lower, however the variation highly depends on the pool size as well as the incidence rate at the certain point. Armenia as well as many other countries has adopted regulations for mandatory COVID-19 PCR testing for all the travelers. Current study aimed to explore the efficiency of COVID-19 pooled PCR testing for nasopharyngeal swabs of individuals with no symptoms in a time period with good epidemiological state of the infection. Nasopharingeal swab samples from individuals were collected. The manual extraction of RNAs of samples was performed after pooling up to 5 samples. The pools with Cycle Threshold (CT) of < 37 were considered positive and were retested individually. In total 28,015 samples were grouped in 667 pools of which 57 were positive. The total number of positive samples was 65. The median difference (CT-pool–CT samples) was 2.4 (ranging from–3.0 to 8.9). The correlation of CT of pools and positive samples was positive. The correlation coefficient r = 0.84, P < 0.000, 95% CI range 0.7423 to 0.9243). The total economic saving when using pools compared to the individual testing was 72%. The minor difference between CT values of pools and samples can be explained by the dilution effect in the pool. However, the positive correlation between the values as well as the amount of cost saving demonstrate that pooling on nasopharyngeal samples for COVID-19 PCR testing can be a good method for efficient screening with significant resource saving. One of the most important advantages of the proposed method is the fact that samples are pooled prior extraction, which avoids the possibilities with misinterpretation of IC due to low yield of RNA in the extraction process.

References

[1]  Liu, Y.C., Kuo, R.L. and Shih, S.R. (2020) COVID-19: The First Documented Coronavirus Pandemic in History. Biomedical Journal, 43, 328-333.
https://doi.org/10.1016/j.bj.2020.04.007
[2]  World Health Organization. WHO Coronavirus (COVID-19 Dashboard).
https://data.who.int/dashboards/covid19/cases?n=c
[3]  Daniel, E.A., Esakialraj L, B.H., Anbalagan, S., Muthuramalingam, K., Karunaianantham, R., Karunakaran, L.P., Nesakumar, M., Selvachithiram, M., Pattabiraman, S., Natarajan, S., Tripathy, S.P. and Hanna, L.E. (2021) Pooled Testing Strategies for SARS-CoV-2 Diagnosis: A Comprehensive Review. Diagnostic Microbiology and Infectious Disease, 101, Article ID: 115432.
https://doi.org/10.1016/j.diagmicrobio.2021.115432
[4]  Ye, F., Xu, S., Rong, Z., Xu, R., Liu, X., Deng, P., Liu, H. and Xu, X. (2020) Delivery of Infection from Asymptomatic Carriers of COVID-19 in a Familial Cluster. International Journal of Infectious Diseases, 94, 133-138.
https://doi.org/10.1016/j.ijid.2020.03.042
[5]  Oran, D.P. and Topol, E.J. (2020) Prevalence of Asymptomatic SARS-CoV-2 Infection: A Narrative Review. Annals of Internal Medicine, 173, 362-367.
https://doi.org/10.7326/M20-3012
[6]  Costa, M.S., Guimarães, N.S., Andrade, A.B., Vaz-Tostes, L.P., Oliveira, R.B., Simões, M.D.S., Gelape, G.O., Alves, C.R.L., Machado, E.L., Fonseca, F.G.D., Teixeira, S.M.R., Sato, H.I., Takahashi, R.H.C. and Tupinambás, U. (2021) Detection of SARS-CoV-2 through Pool Testing for COVID-19: An Integrative Review. Revista da Sociedade Brasileira de Medicina Tropical, 54, e0276.
https://doi.org/10.1590/0037-8682-0276-2021
[7]  Moosavi, J., Fathollahi-Fard, A.M. and Dulebenets, M.A. (2022) Supply Chain Disruption during the COVID-19 Pandemic: Recognizing Potential Disruption Management Strategies. International Journal of Disaster Risk Reduction, 75, Article ID: 102983.
https://doi.org/10.1016/j.ijdrr.2022.102983
[8]  Paul, S.K., Chowdhury, P., Moktadir, M.A. and Lau, K.H. (2021) Supply Chain Recovery Challenges in the Wake of COVID-19 Pandemic. Journal of Business Research, 136, 316-329.
https://doi.org/10.1016/j.jbusres.2021.07.056
[9]  Lu, X., Wang, L., Sakthivel, S.K., Whitaker, B., Murray, J., Kamili, S., Lynch, B., Malapati, L., Burke, S.A., Harcourt, J., Tamin, A., Thornburg, N.J., Villanueva, J. M. and Lindstrom, S. (2020) US CDC Real-Time Reverse Transcription PCR Panel for Detection of Severe Acute Respiratory Syndrome Coronavirus 2. Emerging Infectious Diseases, 26, 1654-1665.
https://doi.org/10.3201/eid2608.201246
[10]  Abdalhamid, B., Bilder, C.R., McCutchen, E.L., Hinrichs, S.H., Koepsell, S.A. and Iwen, P.C. (2020) Assessment of Specimen Pooling to Conserve SARS CoV-2 Testing Resources. American Journal of Clinical Pathology, 153, 715-718.
https://doi.org/10.1093/ajcp/aqaa064
[11]  Wein, L.M. and Zenios, S.A. (1996) Pooled Testing for HIV Screening: Capturing the Dilution Effect. Operations Research, 44, 543-569.
http://www.jstor.org/stable/171999
[12]  Bish, D.R., Bish, E.K., El-Hajj, H. and Aprahamian, H. (2021) A Robust Pooled Testing Approach to Expand COVID-19 Screening Capacity. PLOS ONE, 16, e0246285.
https://doi.org/10.1371/journal.pone.0246285
[13]  Dorfman, R. (1943) The Detection of Defective Members of Large Populations. The Annals of Mathematical Statistics, 14, 436-440.
[14]  Mallapaty, S. (2020) The Mathematical Strategy that Could Transform Coronavirus Testing. Nature, 583, 504-505.
https://doi.org/10.1038/d41586-020-02053-6
[15]  Schmidt, M., Hoehl, S., Berger, A., Zeichhardt, H., Hourfar, K., Ciesek, S. and Seifried, E. (2020) Novel Multiple Swab Method Enables High Efficiency in SARS-CoV-2 Screenings without Loss of Sensitivity for Screening of a Complete Population. Transfusion, 60, 2441-2447.
https://doi.org/10.1111/trf.15973
[16]  Hogan, C.A., Sahoo, M.K. and Pinsky, B.A. (2020) Sample Pooling as a Strategy to Detect Community Transmission of SARS-CoV-2. JAMA, 323, 1967-1969.
https://doi.org/10.1001/jama.2020.5445
[17]  Nguyen, N.T., Aprahamian, H., Bish, E.K. and Bish, D.R. (2019) A Methodology for Deriving the Sensitivity of Pooled Testing, Based on Viral Load Progression and Pooling Dilution. Journal of Translational Medicine, 17, Article No. 252.
https://doi.org/10.1186/s12967-019-1992-2
[18]  Bilder, C.R. and Tebbs, J.M. (2012) Pooled-Testing Procedures for Screening High Volume Clinical Specimens in Heterogeneous Populations. Statistics in Medicine, 31, 3261-3268.
https://doi.org/10.1002/sim.5334
[19]  Kim, S.Y., Lee, J., Sung, H., Lee, H., Han, M.G., Yoo, C.K., Lee, S.W. and Hong, K.H. (2020) Pooling Upper Respiratory Specimens for Rapid Mass Screening of COVID-19 by Real-Time RT-PCR. Emerging Infectious Diseases, 26, 2469-2472.
https://doi.org/10.3201/eid2610.201955
[20]  Abdalhamid, B., Bilder, C.R., McCutchen, E.L., Hinrichs, S.H., Koepsell, S.A. and Iwen, P.C. (2020) Assessment of Specimen Pooling to Conserve SARS CoV-2 Testing Resources. American Journal of Clinical Pathology, 153, 715-718.
https://doi.org/10.1093/ajcp/aqaa064
[21]  Deckert, A., Bärnighausen, T. and Kyei, N.N. (2020) Simulation of Pooled-Sample Analysis Strategies for COVID-19 Mass Testing. Bulletin of the World Health Organization, 98, 590-598.
https://doi.org/10.2471/BLT.20.257188
[22]  COVID-19 Travel Restrictions.
https://www.gov.am/en/covid-travel-restrictions/#:~:text=The%20passengers%20are%20NO%20LONGER,via%20air%20and%20land%20borders

Full-Text

comments powered by Disqus

Contact Us

service@oalib.com

QQ:3279437679

WhatsApp +8615387084133