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Gyamfi E, Baum J. Malaria parasite phenotypic heterogeneity and the power of single-cell technologies. Trends Parasitol 2025:S1471-4922(25)00100-X. [PMID: 40340169 DOI: 10.1016/j.pt.2025.04.006] [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: 03/03/2025] [Revised: 04/08/2025] [Accepted: 04/08/2025] [Indexed: 05/10/2025]
Abstract
The two-host life cycle of the malaria parasite, combined with its ability to regulate gene expression and protein translation within a single clonal genotype, results in a remarkable potential for phenotypic heterogeneity. This heterogeneity presents underappreciated challenges to antimalarial interventions such as vaccines, drugs, and diagnostic tools, with parasites able to evolve resistance rapidly. Here we summarise current knowledge of the different mechanisms driving parasite phenotypic heterogeneity both at the gene and protein level. Centred on the most virulent human malaria parasite, Plasmodium falciparum, we explore the consequences of this diversity for antimalarial interventions and how single-cell technologies present an opportunity to study inter- and intra-clonal heterogeneity to better design future-proofed intervention strategies against this ancient disease.
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Affiliation(s)
- Emmanuel Gyamfi
- School of Biomedical Sciences, UNSW Sydney, Kensington, NSW 2052, Australia
| | - Jake Baum
- School of Biomedical Sciences, UNSW Sydney, Kensington, NSW 2052, Australia.
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2
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Ghani MU, Zhao G, Pei D, Ma T, Zhao Y, Qu X, Cui H. Inter-species dynamics of non-coding RNAs: Impact on host immunomodulation and pathogen survival. DEVELOPMENTAL AND COMPARATIVE IMMUNOLOGY 2025; 164:105318. [PMID: 39809336 DOI: 10.1016/j.dci.2025.105318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 01/09/2025] [Accepted: 01/11/2025] [Indexed: 01/16/2025]
Abstract
Non-coding RNAs (ncRNAs) are composed of nucleotides that do not encode proteins but instead serve as guides. It interacts with amino acids at precise genomic sites, influencing chromatin structure and gene expression. These ncRNAs contribute to numerous inter-species dynamics, including those within the vector-host-pathogen triad. Vector-associated ncRNAs are released into hosts to combat the host immune system and sustain arthropod viability. Conversely, hosts may utilize specific ncRNAs as part of their defences to counteract pathogen-carrying vectors. Moreover, pathogens transmitted through vectors' saliva into hosts carry ncRNAs that enhances their virulence. While recent investigations have primarily focused on vector-associated ncRNAs in animal hosts, only a few have explored the functions of pathogen-associated ncRNAs and their role in initiating infections. Our review delves into the historical prospects of ncRNAs, mechanisms by which pathogen-derived ncRNAs influence host-pathogen interactions, regulate gene expression, and evade host defences. Ultimately, it underscores the importance ncRNAs mediated regulatory network in vector-host-pathogen dynamics, offering new strategies to combat vector-borne diseases and enhance public health outcomes.
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Affiliation(s)
- Muhammad Usman Ghani
- State Key Laboratory of Resource Insects, Southwest University, Chongqing, 400715, China; Medical Research Institute, Southwest University, Chongqing, 400715, China
| | - Gaichao Zhao
- State Key Laboratory of Resource Insects, Southwest University, Chongqing, 400715, China; Medical Research Institute, Southwest University, Chongqing, 400715, China
| | - Dakun Pei
- State Key Laboratory of Resource Insects, Southwest University, Chongqing, 400715, China; Jinfeng Laboratory, Chongqing, 401329, China
| | - Tao Ma
- State Key Laboratory of Resource Insects, Southwest University, Chongqing, 400715, China; Medical Research Institute, Southwest University, Chongqing, 400715, China
| | - Yuhan Zhao
- Medical Research Institute, Southwest University, Chongqing, 400715, China
| | - Xiaoxuan Qu
- Medical Research Institute, Southwest University, Chongqing, 400715, China
| | - Hongjuan Cui
- State Key Laboratory of Resource Insects, Southwest University, Chongqing, 400715, China; Medical Research Institute, Southwest University, Chongqing, 400715, China; Jinfeng Laboratory, Chongqing, 401329, China.
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3
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Quilles JC, Espada CR, Orsine LA, Defina TA, Almeida L, Holetz F, Cruz AK. A short ncRNA modulates gene expression and affects stress response and parasite differentiation in Leishmania braziliensis. Front Cell Infect Microbiol 2025; 15:1513908. [PMID: 39981380 PMCID: PMC11841412 DOI: 10.3389/fcimb.2025.1513908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Accepted: 01/15/2025] [Indexed: 02/22/2025] Open
Abstract
The protozoan parasite Leishmania spp. is a causative agent of leishmaniasis, a disease that affects millions of people in more than 80 countries worldwide. Apart from its medical relevance, this organism has a genetic organization that is unique among eukaryotes. Studies of the mechanisms regulating gene expression in Leishmania led us to investigate noncoding RNAs (ncRNAs) as regulatory elements. We previously identified differentially expressed (DE) ncRNAs in Leishmania braziliensis with potential roles in the parasite biology and development. Herein, we present a functional analysis of one such DE ncRNA, the 147-nucleotide-long transcript ncRNA97, which is preferentially expressed in amastigotes, the replicative form within mammalian phagocytes. By RT-qPCR the ncRNA97 was detected in greater quantities in the nucleus under physiological conditions and in the cytoplasm under nutritional stress. Interestingly, the transcript is protected at the 5' end but is not processed by the canonical trypanosomatid trans-splicing mechanism, according to the RNA circularization assay. ncRNA97 knockout (KO) and addback (AB) transfectants were generated and subjected to phenotypic analysis, which revealed that the lack of ncRNA97 impairs the starvation response and differentiation to the infective form. Comparative transcriptomics of ncRNA97KO and parental cells revealed that transcripts encoding amastigote-specific proteins were affected. This pioneering work demonstrates that ncRNAs contribute to the developmental regulatory mechanisms of Leishmania.
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Affiliation(s)
- José C. Quilles
- Laboratory de Molecular Parasitology, Department of Cell and Molecular Biology, Ribeirão Preto Medical School, FMRP/USP – University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Caroline R. Espada
- Laboratory de Molecular Parasitology, Department of Cell and Molecular Biology, Ribeirão Preto Medical School, FMRP/USP – University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Lissur A. Orsine
- Laboratory de Molecular Parasitology, Department of Cell and Molecular Biology, Ribeirão Preto Medical School, FMRP/USP – University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Tânia A. Defina
- Laboratory de Molecular Parasitology, Department of Cell and Molecular Biology, Ribeirão Preto Medical School, FMRP/USP – University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Letícia Almeida
- Laboratory de Molecular Parasitology, Department of Cell and Molecular Biology, Ribeirão Preto Medical School, FMRP/USP – University of São Paulo, Ribeirão Preto, SP, Brazil
| | - Fabíola Holetz
- Laboratory of Gene Expression Regulation, Carlos Chagas Institute, Oswaldo Cruz Foundation, Curitiba, PR, Brazil
| | - Angela K. Cruz
- Laboratory de Molecular Parasitology, Department of Cell and Molecular Biology, Ribeirão Preto Medical School, FMRP/USP – University of São Paulo, Ribeirão Preto, SP, Brazil
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4
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Vanagas L, Cristaldi C, La Bella G, Ganuza A, Angel SO, Alonso AM. A bioinformatic approach for the prediction and functional classification of Toxoplasma gondii long non-coding RNAs. Sci Rep 2024; 14:27687. [PMID: 39533086 PMCID: PMC11557611 DOI: 10.1038/s41598-024-79204-6] [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: 05/26/2024] [Accepted: 11/06/2024] [Indexed: 11/16/2024] Open
Abstract
Long non-coding RNAs (lncRNAs) have emerged as significant players in diverse cellular processes, including cell differentiation. Advancements in computational methodologies have facilitated the prediction of lncRNA functions, enabling insights even in non-model organisms like pathogenic parasites, in roles such as parasite development, antigenic variation, and epigenetics. In this work, we focus on the apicomplexan Toxoplasma gondii differentiation process, where the infective stage, tachyzoite, can develop into the cysted stage, bradyzoite, under stress conditions. Using a publicly available transcriptome dataset, we predicted putative lncRNA sequences associated with this differentiation process. Notably, a substantial proportion of these putative lncRNAs exhibited stage-specific expression, particularly at the bradyzoite stage. Furthermore, co-expression patterns between coding transcripts and putative TglncRNAs suggest their involvement in shared processes, such as bradyzoite development. Putative TglncRNA loci analysis revealed their potential influence on the expression of nearby coding genes, including subtelomeric genes unique to the T. gondii genome. Finally we propose a k-mer analysis approach to predict putative functional relationships between characterized lncRNAs from model organisms like Homo sapiens and the putative T. gondii lncRNAs. Our perspective led to predict putative T. gondii lncRNA that potentially could act mediating DNA damage repair pathways, opening a new study field to validate this kind of adaptive mechanisms of T. gondii in response to stress conditions.
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Affiliation(s)
- Laura Vanagas
- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Chascomús, Provincia de Buenos Aires, Argentina
- Escuela de Bio y Nanotecnologías (UNSAM), San Martín, Argentina
| | - Constanza Cristaldi
- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Chascomús, Provincia de Buenos Aires, Argentina
- Escuela de Bio y Nanotecnologías (UNSAM), San Martín, Argentina
| | - Gino La Bella
- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Chascomús, Provincia de Buenos Aires, Argentina
- Escuela de Bio y Nanotecnologías (UNSAM), San Martín, Argentina
| | - Agustina Ganuza
- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Chascomús, Provincia de Buenos Aires, Argentina
- Escuela de Bio y Nanotecnologías (UNSAM), San Martín, Argentina
| | - Sergio O Angel
- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Chascomús, Provincia de Buenos Aires, Argentina
- Escuela de Bio y Nanotecnologías (UNSAM), San Martín, Argentina
| | - Andrés M Alonso
- Instituto Tecnológico de Chascomús (CONICET-UNSAM), Chascomús, Provincia de Buenos Aires, Argentina.
- Escuela de Bio y Nanotecnologías (UNSAM), San Martín, Argentina.
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Kucharski M, Nayak S, Gendrot M, Dondorp AM, Bozdech Z. Peeling the onion: how complex is the artemisinin resistance genetic trait of malaria parasites? Trends Parasitol 2024; 40:970-986. [PMID: 39358163 DOI: 10.1016/j.pt.2024.09.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2024] [Revised: 09/02/2024] [Accepted: 09/09/2024] [Indexed: 10/04/2024]
Abstract
The genetics of Plasmodium as an intracellular, mostly haploid, sexually reproducing, eukaryotic organism with a complex life cycle, presents unprecedented challenges in studying drug resistance. This article summarizes current knowledge on the genetic basis of artemisinin resistance (AR) - a main component of current drug therapies for falciparum malaria. Although centered on nonsynonymous single-nucleotide polymorphisms (nsSNPs), we describe multifaceted resistance mechanisms as part of a complex, cumulative genetic trait that involves regulation of expression by a wide array of polymorphisms in noncoding regions. These genetic variations alter transcriptome profiles linked to Plasmodium's development and population dynamics, ultimately influencing the emergence and spread of the resistance.
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Affiliation(s)
- Michal Kucharski
- School of Biological Sciences, Nanyang Technological University, Singapore; Amsterdam UMC, University of Amsterdam, Department of Global Health, Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
| | - Sourav Nayak
- School of Biological Sciences, Nanyang Technological University, Singapore
| | - Mathieu Gendrot
- School of Biological Sciences, Nanyang Technological University, Singapore
| | - Arjen M Dondorp
- Mahidol-Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand; Centre for Tropical Medicine and Global Health, Nuffield Department of Medicine, University of Oxford, Oxford, UK; Center of Tropical Medicine and Travel Medicine, Department of Infectious Diseases, Academic Medical Center, University of Amsterdam, Amsterdam, The Netherlands
| | - Zbynek Bozdech
- School of Biological Sciences, Nanyang Technological University, Singapore; Nuffield Department of Medicine, University of Oxford, Oxford, UK.
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Mitesser V, Simantov K, Dzikowski R. Time to switch gears: how long noncoding RNAs function as epigenetic regulators in Apicomplexan parasites. Curr Opin Microbiol 2024; 79:102484. [PMID: 38688159 DOI: 10.1016/j.mib.2024.102484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2023] [Revised: 04/08/2024] [Accepted: 04/16/2024] [Indexed: 05/02/2024]
Abstract
Long noncoding RNAs (lncRNA) are emerging as important regulators of gene expression in eukaryotes. In recent years, a large repertoire of lncRNA were discovered in Apicomplexan parasites and were implicated in several mechanisms of gene expression, including marking genes for activation, contributing to the formation of subnuclear compartments and organization, regulating the deposition of epigenetic modifications, influencing chromatin and chromosomal structure and manipulating host gene expression. Here, we aim to update recent knowledge on the role of lncRNAs as regulators in Apicomplexan parasites and highlight the possible molecular mechanisms by which they function. We hope that some of the hypotheses raised here will contribute to further investigation and lead to new mechanistic insight and better understanding of the role of lncRNA in parasite's biology.
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Affiliation(s)
- Vera Mitesser
- Department of Microbiology & Molecular Genetics, The Kuvin Center for the Study of Infectious and Tropical Diseases, IMRIC, The Hebrew University-Hadassah Medical School, Jerusalem 91120, Israel
| | - Karina Simantov
- Department of Microbiology & Molecular Genetics, The Kuvin Center for the Study of Infectious and Tropical Diseases, IMRIC, The Hebrew University-Hadassah Medical School, Jerusalem 91120, Israel
| | - Ron Dzikowski
- Department of Microbiology & Molecular Genetics, The Kuvin Center for the Study of Infectious and Tropical Diseases, IMRIC, The Hebrew University-Hadassah Medical School, Jerusalem 91120, Israel.
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Sollelis L, Howick VM, Marti M. Revisiting the determinants of malaria transmission. Trends Parasitol 2024; 40:302-312. [PMID: 38443304 DOI: 10.1016/j.pt.2024.02.001] [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: 12/20/2023] [Revised: 02/05/2024] [Accepted: 02/05/2024] [Indexed: 03/07/2024]
Abstract
Malaria parasites have coevolved with humans over thousands of years, mirroring their migration out of Africa. They persist to this day, despite continuous elimination efforts worldwide. These parasites can adapt to changing environments during infection of human and mosquito, and when expanding the geographical range by switching vector species. Recent studies in the human malaria parasite, Plasmodium falciparum, identified determinants governing the plasticity of sexual conversion rates, sex ratio, and vector competence. Here we summarize the latest literature revealing environmental, epigenetic, and genetic determinants of malaria transmission.
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Affiliation(s)
- Lauriane Sollelis
- Wellcome Center for Integrative Parasitology, Institute of Infection and Immunity University of Glasgow, Glasgow, UK; Institute of Parasitology, Vetsuisse Faculty, University of Zürich, Zürich, Switzerland
| | - Virginia M Howick
- Institute of Parasitology, Vetsuisse Faculty, University of Zürich, Zürich, Switzerland; Institute of Biodiversity, Animal Health, and Comparative Medicine, University of Glasgow, Glasgow, UK
| | - Matthias Marti
- Wellcome Center for Integrative Parasitology, Institute of Infection and Immunity University of Glasgow, Glasgow, UK; Institute of Parasitology, Vetsuisse Faculty, University of Zürich, Zürich, Switzerland.
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8
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Reyser T, Paloque L, Augereau JM, Di Stefano L, Benoit-Vical F. Epigenetic regulation as a therapeutic target in the malaria parasite Plasmodium falciparum. Malar J 2024; 23:44. [PMID: 38347549 PMCID: PMC10863139 DOI: 10.1186/s12936-024-04855-9] [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: 07/28/2023] [Accepted: 01/18/2024] [Indexed: 02/15/2024] Open
Abstract
Over the past thirty years, epigenetic regulation of gene expression has gained increasing interest as it was shown to be implicated in illnesses ranging from cancers to parasitic diseases. In the malaria parasite, epigenetics was shown to be involved in several key steps of the complex life cycle of Plasmodium, among which asexual development and sexual commitment, but also in major biological processes like immune evasion, response to environmental changes or DNA repair. Because epigenetics plays such paramount roles in the Plasmodium parasite, enzymes involved in these regulating pathways represent a reservoir of potential therapeutic targets. This review focuses on epigenetic regulatory processes and their effectors in the malaria parasite, as well as the inhibitors of epigenetic pathways and their potential as new anti-malarial drugs. Such types of drugs could be formidable tools that may contribute to malaria eradication in a context of widespread resistance to conventional anti-malarials.
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Affiliation(s)
- Thibaud Reyser
- LCC-CNRS, Laboratoire de Chimie de Coordination, CNRS, Université de Toulouse, Toulouse, France
- MAAP, Inserm ERL 1289, Team "New Antiplasmodial Molecules and Pharmacological Approaches", Toulouse, France
- Institut de Pharmacologie et de Biologie Structurale, IPBS, CNRS, UPS, Université de Toulouse, Toulouse, France
| | - Lucie Paloque
- LCC-CNRS, Laboratoire de Chimie de Coordination, CNRS, Université de Toulouse, Toulouse, France
- MAAP, Inserm ERL 1289, Team "New Antiplasmodial Molecules and Pharmacological Approaches", Toulouse, France
- Institut de Pharmacologie et de Biologie Structurale, IPBS, CNRS, UPS, Université de Toulouse, Toulouse, France
| | - Jean-Michel Augereau
- LCC-CNRS, Laboratoire de Chimie de Coordination, CNRS, Université de Toulouse, Toulouse, France
- MAAP, Inserm ERL 1289, Team "New Antiplasmodial Molecules and Pharmacological Approaches", Toulouse, France
- Institut de Pharmacologie et de Biologie Structurale, IPBS, CNRS, UPS, Université de Toulouse, Toulouse, France
| | - Luisa Di Stefano
- MCD, Centre de Biologie Intégrative (CBI), CNRS, UPS, Université de Toulouse, Toulouse, France
| | - Françoise Benoit-Vical
- LCC-CNRS, Laboratoire de Chimie de Coordination, CNRS, Université de Toulouse, Toulouse, France.
- MAAP, Inserm ERL 1289, Team "New Antiplasmodial Molecules and Pharmacological Approaches", Toulouse, France.
- Institut de Pharmacologie et de Biologie Structurale, IPBS, CNRS, UPS, Université de Toulouse, Toulouse, France.
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Balau A, Sobral D, Abrantes P, Santos I, Mixão V, Gomes JP, Antunes S, Arez AP. Differential Gene Expression of Malaria Parasite in Response to Red Blood Cell-Specific Glycolytic Intermediate 2,3-Diphosphoglycerate (2,3-DPG). Int J Mol Sci 2023; 24:16869. [PMID: 38069204 PMCID: PMC10706422 DOI: 10.3390/ijms242316869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 11/20/2023] [Accepted: 11/23/2023] [Indexed: 12/18/2023] Open
Abstract
Innovative strategies to control malaria are urgently needed. Exploring the interplay between Plasmodium sp. parasites and host red blood cells (RBCs) offers opportunities for novel antimalarial interventions. Pyruvate kinase deficiency (PKD), characterized by heightened 2,3-diphosphoglycerate (2,3-DPG) concentration, has been associated with protection against malaria. Elevated levels of 2,3-DPG, a specific mammalian metabolite, may hinder glycolysis, prompting us to hypothesize its potential contribution to PKD-mediated protection. We investigated the impact of the extracellular supplementation of 2,3-DPG on the Plasmodium falciparum intraerythrocytic developmental cycle in vitro. The results showed an inhibition of parasite growth, resulting from significantly fewer progeny from 2,3-DPG-treated parasites. We analyzed differential gene expression and the transcriptomic profile of P. falciparum trophozoites, from in vitro cultures subjected or not subjected to the action of 2,3-DPG, using Nanopore Sequencing Technology. The presence of 2,3-DPG in the culture medium was associated with the significant differential expression of 71 genes, mostly associated with the GO terms nucleic acid binding, transcription or monoatomic anion channel. Further, several genes related to cell cycle control were downregulated in treated parasites. These findings suggest that the presence of this RBC-specific glycolytic metabolite impacts the expression of genes transcribed during the parasite trophozoite stage and the number of merozoites released from individual schizonts, which supports the potential role of 2,3-DPG in the mechanism of protection against malaria by PKD.
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Affiliation(s)
- Ana Balau
- 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), 1349-008 Lisbon, Portugal; (A.B.); (P.A.); (I.S.); (S.A.)
| | - Daniel Sobral
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), 1649-016 Lisbon, Portugal; (D.S.); (V.M.); (J.P.G.)
| | - Patrícia Abrantes
- 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), 1349-008 Lisbon, Portugal; (A.B.); (P.A.); (I.S.); (S.A.)
| | - Inês Santos
- 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), 1349-008 Lisbon, Portugal; (A.B.); (P.A.); (I.S.); (S.A.)
| | - Verónica Mixão
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), 1649-016 Lisbon, Portugal; (D.S.); (V.M.); (J.P.G.)
| | - João Paulo Gomes
- Genomics and Bioinformatics Unit, Department of Infectious Diseases, National Institute of Health Doutor Ricardo Jorge (INSA), 1649-016 Lisbon, Portugal; (D.S.); (V.M.); (J.P.G.)
- Veterinary and Animal Research Centre (CECAV), Faculty of Veterinary Medicine, Lusófona University, 1749-024 Lisbon, Portugal
| | - Sandra Antunes
- 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), 1349-008 Lisbon, Portugal; (A.B.); (P.A.); (I.S.); (S.A.)
| | - Ana Paula Arez
- 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), 1349-008 Lisbon, Portugal; (A.B.); (P.A.); (I.S.); (S.A.)
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