Performance of molecular inversion probe DR23K and Paragon MAD4HatTeR Amplicon sequencing panels for detection of Plasmodium falciparum mutations associated with antimalarial drug resistance.

IF 3 3区 医学 Q3 INFECTIOUS DISEASES
Thomas Katairo, Victor Asua, Bienvenu Nsengimaana, Stephen Tukwasibwe, Francis D Semakuba, Innocent Wiringilimaana, Brian A Kagurusi, Caroline Mwubaha, Jackie Nakasaanya, Shreeya Garg, Shahiid Kiyaga, Monica Mbabazi, Kisakye D Kabbale, Alisen Ayitewala, Samuel L Nsobya, Moses R Kamya, Isaac Ssewanyana, Jeffrey A Bailey, Andrés Aranda-Díaz, Philip J Rosenthal, Bryan Greenhouse, Jessica Briggs, Melissa D Conrad
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引用次数: 0

Abstract

Background: Molecular surveillance of drug-resistant Plasmodium falciparum is crucial for malaria control in endemic regions. Two targeted-resequencing tools, the Molecular Inversion Probe (MIP) drug resistance panel DR23K and the Multiplexed Amplicons for Drugs, Diagnostics, Diversity, and Differentiation using High-Throughput Targeted Resequencing (MAD4HatTeR) panel, are widely used to detect resistance genotypes. However, comparisons of their performance for genotyping drug resistance polymorphisms in malaria parasites and their comparative utility for other use cases is lacking.

Methods: To compare the performance of DR23K and MAD4HatTeR in terms of sequencing depth, sensitivity to minor alleles, and precision, each platform was used to evaluate SNP alleles and microhaplotypes in double- and triple-strain mixtures of well-characterized laboratory parasites at densities of 10, 100, 1000, and 10,000 parasites/μL. In addition, 67 Ugandan field samples collected in 2022 were genotyped using each platform to assess performance and concordance.

Results: Across the four parasite densities of 10, 100, 1000, and 10,000 parasites/μL, MAD4HatTeR exhibited superior sequencing depth (mean reads per locus: 144, 992, 1153, and 1300) compared to DR23K (mean unique molecular identifiers [UMIs] per locus: 1, 4, 49, and 364). For SNP detection, MAD4HatTeR achieved 100% sensitivity at 2% within-sample allele frequency (WSAF) at 1000 and 10,000 parasites/μL, whereas DR23K achieved 100% sensitivity at 40% and 5% WSAF at these densities, respectively. Microhaplotype sensitivity was lower for both assays; MAD4HatTeR reached 69% sensitivity at 10 parasites/μL when WSAF was ≥ 10%, increasing to 100% sensitivity at 2% WSAF and 100 parasites/μL. DR23K had < 50% sensitivity at 10 and 100 parasites/μL. In field samples, which commonly contain polyclonal infections, high concordance was observed between the two methods for all SNPs (94%, 1848/1969) and polymorphic SNPs (88%, 898/1019). All discrepancies were attributed to varied detection of minority alleles in mixed genotype infections.

Conclusions: MAD4HatTeR demonstrated higher sensitivity than DR23K, particularly at low parasite densities. Both assays showed strong concordance for genotyping key resistance mutations in field samples, supporting their reliability. These findings suggest MAD4HatTeR as the preferred assay for low-density parasite studies and microhaplotype analysis, while DR23K may be appropriate for specific applications with high-parasite density samples, where detection of minority alleles is not prioritized, or when more comprehensive genome coverage is required.

分子倒置探针DR23K和Paragon MAD4HatTeR扩增子测序板检测恶性疟原虫抗疟药耐药性相关突变的性能
背景:耐药恶性疟原虫的分子监测对疟疾流行地区的控制至关重要。两种靶向重测序工具,分子倒置探针(MIP)耐药面板DR23K和多路复用Amplicons for Drugs, Diagnostics, Diversity, and Differentiation using High-Throughput Targeted Resequencing (MAD4HatTeR)面板,被广泛用于检测耐药基因型。然而,缺乏对它们在疟疾寄生虫耐药多态性基因分型方面的表现的比较以及它们在其他用例中的比较效用的比较。方法:为了比较DR23K和MAD4HatTeR在测序深度、对少量等位基因的敏感性和精度方面的表现,在密度为10、100、1000和10,000只/μL的实验室寄生虫中,利用每个平台对特征明确的双株和三株混合物的SNP等位基因和微单倍型进行评估。此外,利用每个平台对2022年收集的67个乌干达现场样本进行基因分型,以评估其表现和一致性。结果:在10、100、1000和10000个寄生虫/μL的4种寄生虫密度下,MAD4HatTeR的测序深度(每个位点的平均reads数:144、992、1153和1300)优于DR23K(每个位点的平均unique molecular identifiers [UMIs]: 1、4、49和364)。对于SNP检测,MAD4HatTeR在1000和10,000个寄生虫/μL时,在2%的样本等位基因频率(WSAF)下达到100%的灵敏度,而DR23K在这些密度下分别在40%和5%的WSAF下达到100%的灵敏度。两种方法的微单倍型敏感性均较低;当WSAF≥10%,10个寄生虫/μL时,MAD4HatTeR的灵敏度达到69%,当WSAF为2%,100个寄生虫/μL时,灵敏度达到100%。结论:MAD4HatTeR表现出比DR23K更高的敏感性,特别是在低寄生虫密度时。这两种方法对田间样品中关键抗性突变的基因分型具有很强的一致性,支持了它们的可靠性。这些发现表明,MAD4HatTeR是低密度寄生虫研究和微单倍型分析的首选检测方法,而DR23K可能适用于高寄生虫密度样本的特定应用,其中少数等位基因的检测不是优先考虑的,或者当需要更全面的基因组覆盖时。
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来源期刊
Malaria Journal
Malaria Journal 医学-寄生虫学
CiteScore
5.10
自引率
23.30%
发文量
334
审稿时长
2-4 weeks
期刊介绍: Malaria Journal is aimed at the scientific community interested in malaria in its broadest sense. It is the only journal that publishes exclusively articles on malaria and, as such, it aims to bring together knowledge from the different specialities involved in this very broad discipline, from the bench to the bedside and to the field.
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