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Brown N, da Silva C, Webb C, Matias D, Dias B, Cancio B, Silva M, Viegas R, Salvador C, Chivale N, Luis S, Arnaldo P, Zulawinska J, Moore CC, Nogueira F, Guler JL. Antimalarial resistance risk in Mozambique detected by a novel quadruplex droplet digital PCR assay. Antimicrob Agents Chemother 2024; 68:e0034624. [PMID: 38771031 PMCID: PMC11232384 DOI: 10.1128/aac.00346-24] [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: 03/05/2024] [Accepted: 04/18/2024] [Indexed: 05/22/2024] Open
Abstract
While the Plasmodium falciparum malaria parasite continues to cause severe disease globally, Mozambique is disproportionally represented in malaria case totals. Acquisition of copy number variations (CNVs) in the parasite genome contributes to antimalarial drug resistance through overexpression of drug targets. Of interest, piperaquine resistance is associated with plasmepsin 2 and 3 CNVs (pfpmp2 and pfpmp3, respectively), while CNVs in the multidrug efflux pump, multidrug resistance-1 (pfmdr1), increase resistance to amodiaquine and lumefantrine. These antimalarials are partner drugs in artemisinin combination therapies (ACTs) and therefore, CNV detection with accurate and efficient tools is necessary to track ACT resistance risk. Here, we evaluated ~300 clinically derived samples collected from three sites in Mozambique for resistance-associated CNVs. We developed a novel, medium-throughput, quadruplex droplet digital PCR (ddPCR) assay to simultaneously quantify the copy number of pfpmp3, pfpmp2, and pfmdr1 loci in these clinical samples. By using DNA from laboratory parasite lines, we show that this nanodroplet-based method is capable of detecting picogram levels of parasite DNA, which facilitates its application for low yield and human host-contaminated clinical surveillance samples. Following ddPCR and the application of quality control standards, we detected CNVs in 13 of 229 high-quality samples (prevalence of 5.7%). Overall, our study revealed a low number of resistance CNVs present in the parasite population across all three collection sites, including various combinations of pfmdr1, pfpmp2, and pfpmp3 CNVs. The potential for future ACT resistance across Mozambique emphasizes the need for continued molecular surveillance across the region.
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Affiliation(s)
- Noah Brown
- Department of Biology, University of Virginia, Charlottesville, Virginia, USA
| | - Clemente da Silva
- Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Universidade NOVA de Lisboa, UNL, Lisbon, Portugal
| | - Caroline Webb
- Department of Biology, University of Virginia, Charlottesville, Virginia, USA
| | - Daniela Matias
- Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Universidade NOVA de Lisboa, UNL, Lisbon, Portugal
| | - Brigite Dias
- Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Universidade NOVA de Lisboa, UNL, Lisbon, Portugal
| | - Beatriz Cancio
- Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Universidade NOVA de Lisboa, UNL, Lisbon, Portugal
| | - Miguel Silva
- Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Universidade NOVA de Lisboa, UNL, Lisbon, Portugal
| | - Ruben Viegas
- Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Universidade NOVA de Lisboa, UNL, Lisbon, Portugal
| | | | - Nordino Chivale
- Instituto Nacional de Saúde, Maputo (INS), Maputo, Mozambique
| | - Sonia Luis
- Hospital Provincial de Matola, Matola, Mozambique
| | - Paulo Arnaldo
- Instituto Nacional de Saúde, Maputo (INS), Maputo, Mozambique
| | - Julia Zulawinska
- Department of Biology, University of Virginia, Charlottesville, Virginia, USA
| | - Christopher C. Moore
- Division of Infectious Disease and International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Fatima Nogueira
- Global Health and Tropical Medicine, GHTM, Associate Laboratory in Translation and Innovation Towards Global Health, LA-REAL, Instituto de Higiene e Medicina Tropical, IHMT, Universidade NOVA de Lisboa, UNL, Lisbon, Portugal
| | - Jennifer L. Guler
- Department of Biology, University of Virginia, Charlottesville, Virginia, USA
- Division of Infectious Disease and International Health, University of Virginia, Charlottesville, Virginia, USA
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Sancha Dominguez L, Cotos Suárez A, Sánchez Ledesma M, Muñoz Bellido JL. Present and Future Applications of Digital PCR in Infectious Diseases Diagnosis. Diagnostics (Basel) 2024; 14:931. [PMID: 38732345 PMCID: PMC11083499 DOI: 10.3390/diagnostics14090931] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 04/19/2024] [Accepted: 04/28/2024] [Indexed: 05/13/2024] Open
Abstract
Infectious diseases account for about 3 million deaths per year. The advent of molecular techniques has led to an enormous improvement in their diagnosis, both in terms of sensitivity and specificity and in terms of the speed with which a clinically useful result can be obtained. Digital PCR, or 3rd generation PCR, is based on a series of technical modifications that result in more sensitive techniques, more resistant to the action of inhibitors and capable of direct quantification without the need for standard curves. This review presents the main applications that have been developed for the diagnosis of viral, bacterial, and parasitic infections and the potential prospects for the clinical use of this technology.
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Affiliation(s)
- Laura Sancha Dominguez
- Department of Microbiology, Hospital Universitario de Salamanca, 37007 Salamanca, Spain; (L.S.D.); (A.C.S.)
- Research Group IIMD-16, Institute for Biomedical Research of Salamanca (IBSAL), SACYL, Universidad de Salamanca, CSIC, 37007 Salamanca, Spain
| | - Ana Cotos Suárez
- Department of Microbiology, Hospital Universitario de Salamanca, 37007 Salamanca, Spain; (L.S.D.); (A.C.S.)
- Research Group IIMD-16, Institute for Biomedical Research of Salamanca (IBSAL), SACYL, Universidad de Salamanca, CSIC, 37007 Salamanca, Spain
| | - María Sánchez Ledesma
- Infectious Diseases Unit, Hospital Universitario de Salamanca, 37007 Salamanca, Spain;
| | - Juan Luis Muñoz Bellido
- Department of Microbiology, Hospital Universitario de Salamanca, 37007 Salamanca, Spain; (L.S.D.); (A.C.S.)
- Research Group IIMD-16, Institute for Biomedical Research of Salamanca (IBSAL), SACYL, Universidad de Salamanca, CSIC, 37007 Salamanca, Spain
- Department of Biomedical and Diagnosis Sciences, Faculty of Medicine, Universidad de Salamanca, 37007 Salamanca, Spain
- Center for Research on Tropical Diseases, Universidad de Salamanca (CIETUS), 37007 Salamanca, Spain
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Gupta H, Sharma S, Gilyazova I, Satyamoorthy K. Molecular tools are crucial for malaria elimination. Mol Biol Rep 2024; 51:555. [PMID: 38642192 DOI: 10.1007/s11033-024-09496-4] [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: 01/19/2024] [Accepted: 03/27/2024] [Indexed: 04/22/2024]
Abstract
The eradication of Plasmodium parasites, responsible for malaria, is a daunting global public health task. It requires a comprehensive approach that addresses symptomatic, asymptomatic, and submicroscopic cases. Overcoming this challenge relies on harnessing the power of molecular diagnostic tools, as traditional methods like microscopy and rapid diagnostic tests fall short in detecting low parasitaemia, contributing to the persistence of malaria transmission. By precisely identifying patients of all types and effectively characterizing malaria parasites, molecular tools may emerge as indispensable allies in the pursuit of malaria elimination. Furthermore, molecular tools can also provide valuable insights into parasite diversity, drug resistance patterns, and transmission dynamics, aiding in the implementation of targeted interventions and surveillance strategies. In this review, we explore the significance of molecular tools in the pursuit of malaria elimination, shedding light on their key contributions and potential impact on public health.
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Affiliation(s)
- Himanshu Gupta
- Department of Biotechnology, Institute of Applied Sciences & Humanities, GLA University, Mathura, Uttar Pradesh, India.
| | - Sonal Sharma
- Department of Biotechnology, Institute of Applied Sciences & Humanities, GLA University, Mathura, Uttar Pradesh, India
| | - Irina Gilyazova
- Subdivision of the Ufa Federal Research Centre of the Russian Academy of Sciences, Institute of Biochemistry and Genetics, Ufa, 450054, Russia
- Bashkir State Medical University, Ufa, 450008, Russia
| | - Kapaettu Satyamoorthy
- SDM College of Medical Sciences and Hospital, Shri Dharmasthala Manjunatheshwara (SDM) University, Manjushree Nagar, Sattur, Dharwad, 580009, Karnataka, India
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Tepper O, Appella DH, Zheng H, Dzikowski R, Yavin E. A Biotinylated cpFIT-PNA Platform for the Facile Detection of Drug Resistance to Artemisinin in Plasmodium falciparum. ACS Sens 2024; 9:1458-1464. [PMID: 38446423 PMCID: PMC10964236 DOI: 10.1021/acssensors.3c02553] [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: 11/28/2023] [Revised: 02/05/2024] [Accepted: 02/23/2024] [Indexed: 03/07/2024]
Abstract
The evolution of drug resistance to many antimalarial drugs in the lethal strain of malaria (Plasmodium falciparum) has been a great concern over the past 50 years. Among these drugs, artemisinin has become less effective for treating malaria. Indeed, several P. falciparum variants have become resistant to this drug, as elucidated by specific mutations in the pfK13 gene. This study presents the development of a diagnostic kit for the detection of a common point mutation in the pfK13 gene of P. falciparum, namely, the C580Y point mutation. FIT-PNAs (forced-intercalation peptide nucleic acid) are DNA mimics that serve as RNA sensors that fluoresce upon hybridization to their complementary RNA. Herein, FIT-PNAs were designed to sense the C580Y single nucleotide polymorphism (SNP) and were conjugated to biotin in order to bind these molecules to streptavidin-coated plates. Initial studies with synthetic RNA were conducted to optimize the sensing system. In addition, cyclopentane-modified PNA monomers (cpPNAs) were introduced to improve FIT-PNA sensing. Lastly, total RNA was isolated from red blood cells infected with P. falciparum (WT strain - NF54-WT or mutant strain - NF54-C580Y). Streptavidin plates loaded with either FIT-PNA or cpFIT-PNA were incubated with the total RNA. A significant difference in fluorescence for mutant vs WT total RNA was found only for the cpFIT-PNA probe. In summary, this study paves the way for a simple diagnostic kit for monitoring artemisinin drug resistance that may be easily adapted to malaria endemic regions.
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Affiliation(s)
- Odelia Tepper
- The
Institute for Drug Research, The School of Pharmacy, The Faculty of
Medicine, The Hebrew University of Jerusalem,
Hadassah Ein-Kerem, Jerusalem 9112102, Israel
| | - Daniel H. Appella
- Synthetic
Bioactive Molecules Section, Laboratory of Bioorganic Chemistry (LBC),
National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 8 Center Drive, Room 404, Bethesda, Maryland 20892, United States
| | - Hongchao Zheng
- Synthetic
Bioactive Molecules Section, Laboratory of Bioorganic Chemistry (LBC),
National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institutes of Health, 8 Center Drive, Room 404, Bethesda, Maryland 20892, United States
| | - Ron Dzikowski
- Department
of Microbiology and Molecular Genetics, The institute for Medical
Research Israel - Canada, The Kuvin Center for the Study of Infectious
and Tropical Diseases, The Hebrew University-Hadassah
Medical School, Jerusalem 9112102, Israel
| | - Eylon Yavin
- The
Institute for Drug Research, The School of Pharmacy, The Faculty of
Medicine, The Hebrew University of Jerusalem,
Hadassah Ein-Kerem, Jerusalem 9112102, Israel
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Lopes J, Vidal-Folch N, Lundquist P, Schimmenti LA, Demirel N, Dean V, Olson J, Auth T, Butz M, Reed K, Wylam M, Balcom J, Boczek NJ, Hasadsri L. Aminoglycoside induced ototoxicity risk in the cystic fibrosis population: The utility of large-scale screening. Pediatr Pulmonol 2023; 58:819-824. [PMID: 36437230 DOI: 10.1002/ppul.26259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 10/24/2022] [Accepted: 11/25/2022] [Indexed: 11/29/2022]
Abstract
BACKGROUND MT-RNR1 variants are a well-known cause of aminoglycoside-induced hearing loss (AIHL). Individuals with cystic fibrosis (CF) routinely receive aminoglycosides and are at high risk of AIHL. However, genetic testing before treatment is not routinely performed due to perceived rarity of risk, and cost ineffectiveness with traditional technologies. AIM Assess the utility of large-scale screening for AIHL risk in the CF population, using digital droplet polymerase chain reaction (ddPCR), a novel and scalable low-cost molecular technique. METHODS Using a clinically validated ddPCR assay, we performed retrospective testing on 122 and prospective testing on 32 individuals with CF for the two most common pathogenic variants associated with AIHL, MT-RNR1 m.1555 A > G and m.1494 C > T. Our study screened the largest known cohort of pediatric cases of CF (94/154) for these specific alterations. RESULTS We identified two individuals positive for MT-RNR1 m.1555 A > G and no positives for m.1494 C > T. Of 32 prospective cases, 17 had aminoglycoside exposure. The positive case in our prospective group recently began inhaled tobramycin and denied hearing issues. The clinician adjusted to care for both the patient and sibling with CF (not included in cohort) who is presumed positive for m.1555 A > G due to the nature of mitochondrial inheritance. CONCLUSION Our findings demonstrate the utility of pretreatment screening in the cystic fibrosis population for AIHL risk using ddPCR, a scalable and robust testing methodology at a fraction of the cost as compared to other sequencing-based methods. Therefore, the use of large-scale screening for AIHL risk in the cystic fibrosis community should be re-visited.
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Affiliation(s)
- Jaime Lopes
- Department of Pediatrics, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio, USA
| | - Noemi Vidal-Folch
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Patrick Lundquist
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Lisa A Schimmenti
- Department of Clinical Genomics, Mayo Clinic, Rochester, Minnesota, USA
| | - Nadir Demirel
- Department of Pediatrics, Mayo Clinic, Rochester, Minnesota, USA
| | - Vicki Dean
- Department of Pediatrics, Mayo Clinic, Rochester, Minnesota, USA
| | - Janelle Olson
- Department of Pediatrics, Mayo Clinic, Rochester, Minnesota, USA
| | - Tom Auth
- Department of Research Services, Mayo Clinic, Rochester, Minnesota, USA
| | - Malinda Butz
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Katelyn Reed
- Department of Research Services, Mayo Clinic, Rochester, Minnesota, USA
| | - Mark Wylam
- Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Jessica Balcom
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Nicole J Boczek
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
| | - Linda Hasadsri
- Department of Laboratory Medicine and Pathology, Mayo Clinic, Rochester, Minnesota, USA
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Hou Y, Chen S, Zheng Y, Zheng X, Lin JM. Droplet-based digital PCR (ddPCR) and its applications. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Competitiveness of Quantitative Polymerase Chain Reaction (qPCR) and Droplet Digital Polymerase Chain Reaction (ddPCR) Technologies, with a Particular Focus on Detection of Antibiotic Resistance Genes (ARGs). Appl Microbiol 2021. [DOI: 10.3390/applmicrobiol1030028] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
With fast-growing polymerase chain reaction (PCR) technologies and various application methods, the technique has benefited science and medical fields. While having strengths and limitations on each technology, there are not many studies comparing the efficiency and specificity of PCR technologies. The objective of this review is to summarize a large amount of scattered information on PCR technologies focused on the two majorly used technologies: qPCR (quantitative polymerase chain reaction) and ddPCR (droplet-digital polymerase chain reaction). Here we analyze and compare the two methods for (1) efficiency, (2) range of detection and limitations under different disciplines and gene targets, (3) optimization, and (4) status on antibiotic resistance genes (ARGs) analysis. It has been identified that the range of detection and quantification limit varies depending on the PCR method and the type of sample. Careful optimization of target gene analysis is essential for building robust analysis for both qPCR and ddPCR. In our era where mutation of genes may lead to a pandemic of viral infectious disease or antibiotic resistance-induced health threats, this study hopes to set guidelines for meticulous detection, quantification, and analysis to help future prevention and protection of global health, the economy, and ecosystems.
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