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Showing papers by "Sasithon Pukrittayakamee published in 2020"


Journal ArticleDOI
Rob W. van der Pluijm1, Rob W. van der Pluijm2, Rob W. van der Pluijm3, Rupam Tripura3, Rupam Tripura2, Richard M. Hoglund3, Richard M. Hoglund2, Aung Pyae Phyo, Dysoley Lek, Akhter ul Islam, Anupkumar R. Anvikar4, Parthasarathi Satpathi5, Sanghamitra Satpathi, Prativa K Behera, Amar Tripura, Subrata Baidya, Marie A. Onyamboko6, Nguyen Hoang Chau3, Yok Sovann, Seila Suon, Sokunthea Sreng, Sivanna Mao, Savuth Oun, Sovannary Yen, Chanaki Amaratunga3, Chanaki Amaratunga7, Chanaki Amaratunga2, K Chutasmit, Chalermpon Saelow, Ratchadaporn Runcharern, Weerayuth Kaewmok, Nhu Thi Hoa3, Ngo Viet Thanh3, Borimas Hanboonkunupakarn2, James J. Callery2, Akshaya K Mohanty, James Heaton, Myo Thant, Kripasindhu Gantait5, Tarapada Ghosh5, Roberto Amato8, Roberto Amato3, Richard D. Pearson3, Richard D. Pearson8, Christopher G Jacob8, Sónia Gonçalves8, Mavuto Mukaka3, Mavuto Mukaka2, Naomi Waithira2, Naomi Waithira3, Charles J. Woodrow2, Charles J. Woodrow3, Martin P. Grobusch1, Michèle van Vugt1, Rick M. Fairhurst9, Rick M. Fairhurst7, Phaik Yeong Cheah3, Phaik Yeong Cheah2, Thomas J. Peto2, Thomas J. Peto3, Lorenz von Seidlein3, Lorenz von Seidlein2, Mehul Dhorda2, Mehul Dhorda3, Richard J. Maude, Markus Winterberg3, Markus Winterberg2, Nguyen Thuy-Nhien3, Dominic P. Kwiatkowski8, Dominic P. Kwiatkowski3, Mallika Imwong2, Podjanee Jittamala2, Khin Lin, Tin Maung Hlaing, Kesinee Chotivanich2, Rekol Huy, Caterina I. Fanello2, Caterina I. Fanello3, Elizabeth A. Ashley10, Elizabeth A. Ashley2, Elizabeth A. Ashley3, Mayfong Mayxay11, Mayfong Mayxay10, Paul N. Newton10, Paul N. Newton3, Tran Tinh Hien3, Neena Valecha4, Frank Smithuis3, Sasithon Pukrittayakamee12, Sasithon Pukrittayakamee2, Abul Faiz, Olivo Miotto, Joel Tarning2, Joel Tarning3, Nicholas P. J. Day2, Nicholas P. J. Day3, Nicholas J. White3, Nicholas J. White2, Arjen M. Dondorp3, Arjen M. Dondorp2, Nguyen T Thuy-Nhien3, Neena Valeche, Nicholas Pj Day3 
TL;DR: Triple artemisinin-based combination therapies (TACTs), which combine existing co-formulated ACTs with a second partner drug that is slowly eliminated, might provide effective treatment and delay emergence of antimalarial drug resistance.

155 citations


Journal ArticleDOI
TL;DR: Artemisinin resistance in P falciparum is now prevalent across the Greater Mekong subregion, and in the eastern Greater Mekongs subregion a multidrug resistant P falCiparums lineage (PfPailin) dominates.
Abstract: Summary Background The Greater Mekong subregion is a recurrent source of antimalarial drug resistance in Plasmodium falciparum malaria. This study aimed to characterise the extent and spread of resistance across this entire region between 2007 and 2018. Methods P falciparum isolates from Myanmar, Thailand, Laos, and Cambodia were obtained from clinical trials and epidemiological studies done between Jan 1, 2007, and Dec 31, 2018, and were genotyped for molecular markers (pfkelch, pfcrt, pfplasmepsin2, and pfmdr1) of antimalarial drug resistance. Genetic relatedness was assessed using microsatellite and single nucleotide polymorphism typing of flanking sequences around target genes. Findings 10 632 isolates were genotyped. A single long pfkelch Cys580Tyr haplotype (from −50 kb to +31·5 kb) conferring artemisinin resistance (PfPailin) now dominates across the eastern Greater Mekong subregion. Piperaquine resistance associated with pfplasmepsin2 gene amplification and mutations in pfcrt downstream of the Lys76Thr chloroquine resistance locus has also developed. On the Thailand–Myanmar border a different pfkelch Cys580Tyr lineage rose to high frequencies before it was eliminated. Elsewhere in Myanmar the Cys580Tyr allele remains widespread at low allele frequencies. Meanwhile a single artemisinin-resistant pfkelch Phe446Ile haplotype has spread across Myanmar. Despite intense use of dihydroartemisinin–piperaquine in Kayin state, eastern Myanmar, both in treatment and mass drug administrations, no selection of piperaquine resistance markers was observed. pfmdr1 amplification, a marker of resistance to mefloquine, remains at low prevalence across the entire region. Interpretation Artemisinin resistance in P falciparum is now prevalent across the Greater Mekong subregion. In the eastern Greater Mekong subregion a multidrug resistant P falciparum lineage (PfPailin) dominates. In Myanmar a long pfkelch Phe446Ile haplotype has spread widely but, by contrast with the eastern Greater Mekong subregion, there is no indication of artemisinin combination therapy (ACT) partner drug resistance from genotyping known markers, and no evidence of spread of ACT resistant P falciparum from the east to the west. There is still a window of opportunity to prevent global spread of ACT resistance. Funding Thailand Science Research and Innovation, Initiative 5%, Expertise France, Wellcome Trust.

80 citations


Journal ArticleDOI
TL;DR: Ivermectin mosquito‐lethal effect was greater than predicted previously against the major Southeast Asian malaria vectors and suggests the presence of ivermECTin metabolites that impart mosquito‐ lethal effects.
Abstract: Mass administration of antimalarial drugs and ivermectin are being considered as potential accelerators of malaria elimination. The safety, tolerability, pharmacokinetics, and mosquito-lethal effects of combinations of ivermectin, dihydroartemisinin-piperaquine, and primaquine were evaluated. Coadministration of ivermectin and dihydroartemisinin-piperaquine resulted in increased ivermectin concentrations with corresponding increases in mosquito-lethal effect across all subjects. Exposure to piperaquine was also increased when coadministered with ivermectin, but electrocardiograph QT-interval prolongation was not increased. One subject had transiently impaired liver function. Ivermectin mosquito-lethal effect was greater than predicted previously against the major Southeast Asian malaria vectors. Both Anopheles dirus and Anopheles minimus mosquito mortality was increased substantially (20-fold and 35-fold increase, respectively) when feeding on volunteer blood after ivermectin administration compared with in vitro ivermectin-spiked blood. This suggests the presence of ivermectin metabolites that impart mosquito-lethal effects. Further studies of this combined approach to accelerate malaria elimination are warranted.

31 citations


Posted ContentDOI
Christopher G Jacob1, Nguyen Thuy-Nhien2, Mayfong Mayxay3, Mayfong Mayxay4, Mayfong Mayxay2, Richard J. Maude5, Richard J. Maude6, Richard J. Maude2, Huynh Hong Quang, Bouasy Hongvanthong, Viengxay Vanisaveth, Thang Ngo Duc, Huy Rekol, Rob W. van der Pluijm6, Rob W. van der Pluijm2, Lorenz von Seidlein2, Lorenz von Seidlein6, Rick M. Fairhurst7, François Nosten2, Amir Hossain8, Naomi Park1, Scott Goodwin1, Pascal Ringwald9, Keobouphaphone Chindavongsa, Paul N. Newton2, Paul N. Newton6, Paul N. Newton4, Elizabeth A. Ashley2, Elizabeth A. Ashley4, Sonexay Phalivong4, Rapeephan R. Maude6, Rithea Leang, Cheah Huch, Le Thanh Dong, Kim-Tuyen Nguyen2, Tran Minh Nhat2, Tran Tinh Hien2, Hoa Nguyen, Nicole Zdrojewski, Sara E. Canavati, Abdullah Abu Sayeed8, Didar Uddin6, Caroline O. Buckee5, Caterina I. Fanello6, Caterina I. Fanello2, Marie A. Onyamboko10, Thomas J. Peto6, Thomas J. Peto2, Rupam Tripura6, Rupam Tripura2, Chanaki Amaratunga7, Aung Myint Thu2, Gilles Delmas2, Jordi Landier11, Nguyen Hoang Chau2, Dysoley Lek, Seila Suon, James J Callery6, James J Callery2, Podjanee Jittamala6, Borimas Hanboonkunupakarn6, Sasithon Pukrittayakamee12, Sasithon Pukrittayakamee6, Aung Pyae Phyo2, Frank Smithuis2, Khin Lin, Myo Thant, Tin Maung Hlaing, Parthasarathi Satpathi13, Sanghamitra Satpathi, Prativa K Behera, Amar Tripura, Subrata Baidya, Neena Valecha14, Anupkumar R. Anvikar14, Akhter ul Islam, Abul Faiz, Chanon Kunasol6, Eleanor Drury1, Mihir Kekre1, Mozam Ali1, Katie Love1, Shavanthi Rajatileka1, Anna E. Jeffreys15, Kate Rowlands15, Christina Hubbart15, Mehul Dhorda2, Mehul Dhorda6, Ranitha Vongpromek6, Namfon Kotanan6, Phrutsamon Wongnak6, Jacob Almagro Garcia2, Richard D. Pearson1, Richard D. Pearson2, Cristina V. Ariani1, Thanat Chookajorn6, Cinzia Malangone1, Thuy Nguyen1, Jim Stalker1, Ben Jeffery2, Jonathan Keatley1, Kimberly J. Johnson2, Kimberly J. Johnson1, Dawn Muddyman1, Xin Hui S Chan6, Xin Hui S Chan2, John Sillitoe1, Roberto Amato1, Victoria Simpson1, Victoria Simpson2, Sónia Gonçalves1, Kirk A. Rockett15, Kirk A. Rockett1, Nicholas P. J. Day6, Nicholas P. J. Day2, Arjen M. Dondorp6, Arjen M. Dondorp2, Dominic P. Kwiatkowski2, Dominic P. Kwiatkowski1, Olivo Miotto2, Olivo Miotto6, Olivo Miotto1 
25 Jul 2020-medRxiv
TL;DR: GenRe-Mekong, a platform for genetic surveillance of malaria in the Greater Mekong Subregion, enables NMCPs to conduct large-scale surveillance project in endemic regions by integrating simple sample collection procedures in the routine operations of public health facilities.
Abstract: The use of parasite genetic data by National Malaria Control Programmes (NMCPs) is currently limited, and typically focused on specific genetic features or a small number of study sites. We have developed GenRe-Mekong, a platform for genetic surveillance of malaria in the Greater Mekong Subregion (GMS). By integrating simple sample collection procedures in the routine operations of public health facilities, GenRe-Mekong enables NMCPs to conduct large-scale surveillance project in endemic regions. Samples are processed by the SpotMalaria platform, which uses high-throughput technologies to produce a broad set of genotypes, including most known drug resistance markers, species markers and a genomic barcode. Through the application of heuristics based on published evidence, GenRe-Mekong delivers Genetic Report Cards, a compendium of genotypes and phenotype predictions that are used to map prevalence of resistance to multiple drugs. To date, GenRe-Mekong has worked with NMCPs in five countries, and with several large-scale research projects, processing 9,645 samples from clinical cases. The monitoring of resistance markers has been especially valuable for NMCPs tracking the recent rapid spread of DHA-piperaquine resistant parasites across the region. In Vietnam and Laos, data from GenRe-Mekong have provided novel knowledge about the spread of these resistant strains in provinces previously thought to be unaffected. GenRe-Mekong facilitates data sharing by aggregating at regional level results from different countries, providing cross-border views of the spread of resistant strains.

31 citations


Journal ArticleDOI
TL;DR: Assessment of the effects of malaria disease and demographic factors on the QT interval is reviewed to improve assessment of electrocardiographic changes in the treatment and prevention of malaria and adjustment for malaria and fever-recovery–related QT lengthening is necessary to avoid misattributing malaria-disease– related QT changes to antimalarial drug effects.
Abstract: Background Electrocardiographic QT interval prolongation is the most widely used risk marker for ventricular arrhythmia potential and thus an important component of drug cardiotoxicity assessments. Several antimalarial medicines are associated with QT interval prolongation. However, interpretation of electrocardiographic changes is confounded by the coincidence of peak antimalarial drug concentrations with recovery from malaria. We therefore reviewed all available data to characterise the effects of malaria disease and demographic factors on the QT interval in order to improve assessment of electrocardiographic changes in the treatment and prevention of malaria. Methods and findings We conducted a systematic review and meta-analysis of individual patient data. We searched clinical bibliographic databases (last on August 21, 2017) for studies of the quinoline and structurally related antimalarials for malaria-related indications in human participants in which electrocardiograms were systematically recorded. Unpublished studies were identified by the World Health Organization (WHO) Evidence Review Group (ERG) on the Cardiotoxicity of Antimalarials. Risk of bias was assessed using the Pharmacoepidemiological Research on Outcomes of Therapeutics by a European Consortium (PROTECT) checklist for adverse drug events. Bayesian hierarchical multivariable regression with generalised additive models was used to investigate the effects of malaria and demographic factors on the pretreatment QT interval. The meta-analysis included 10,452 individuals (9,778 malaria patients, including 343 with severe disease, and 674 healthy participants) from 43 studies. 7,170 (68.6%) had fever (body temperature ≥ 37.5°C), and none developed ventricular arrhythmia after antimalarial treatment. Compared to healthy participants, patients with uncomplicated falciparum malaria had shorter QT intervals (−61.77 milliseconds; 95% credible interval [CI]: −80.71 to −42.83) and increased sensitivity of the QT interval to heart rate changes. These effects were greater in severe malaria (−110.89 milliseconds; 95% CI: −140.38 to −81.25). Body temperature was associated independently with clinically significant QT shortening of 2.80 milliseconds (95% CI: −3.17 to −2.42) per 1°C increase. Study limitations include that it was not possible to assess the effect of other factors that may affect the QT interval but are not consistently collected in malaria clinical trials. Conclusions Adjustment for malaria and fever-recovery–related QT lengthening is necessary to avoid misattributing malaria-disease–related QT changes to antimalarial drug effects. This would improve risk assessments of antimalarial-related cardiotoxicity in clinical research and practice. Similar adjustments may be indicated for other febrile illnesses for which QT-interval–prolonging medications are important therapeutic options.

29 citations


Journal ArticleDOI
TL;DR: Results indicate that, under artemisinin drug pressure, while sensitive parasites are blocked, resistant parasites continue transmission, which could have profound implications for the spread of multidrug-resistant malaria beyond Southeast Asia.
Abstract: Resistance to artemisinin-based combination therapy (ACT) in the Plasmodium falciparum parasite is threatening to reverse recent gains in reducing global deaths from malaria. While resistance manifests as delayed parasite clearance in patients, the phenotype can only spread geographically via the sexual stages and mosquito transmission. In addition to their asexual killing properties, artemisinin and its derivatives sterilize sexual male gametocytes. Whether resistant parasites overcome this sterilizing effect has not, however, been fully tested. Here, we analyzed P. falciparum clinical isolates from the Greater Mekong Subregion, each demonstrating delayed clinical clearance and known resistance-associated polymorphisms in the Kelch13 (PfK13var) gene. As well as demonstrating reduced asexual sensitivity to drug, certain PfK13var isolates demonstrated a marked reduction in sensitivity to artemisinin in an in vitro male gamete formation assay. Importantly, this same reduction in sensitivity was observed when the most resistant isolate was tested directly in mosquito feeds. These results indicate that, under artemisinin drug pressure, while sensitive parasites are blocked, resistant parasites continue transmission. This selective advantage for resistance transmission could favor acquisition of additional host-specificity or polymorphisms affecting partner drug sensitivity in mixed infections. Favored resistance transmission under ACT coverage could have profound implications for the spread of multidrug-resistant malaria beyond Southeast Asia.

28 citations


Journal ArticleDOI
TL;DR: This study found that RTS,S/AS01 with and without dihydroartemisinin-piperaquine plus a single low dose primaquine was safe and immunogenic in a healthy, adult Asian population.
Abstract: Introduction: RTS,S/AS01 is currently the most advanced malaria vaccine but provides incomplete, short-term protection. It was developed for use within the expanded program on immunizations (EPI) for African children. Another use could be adding mass RTS,S/AS01 vaccination to the integrated malaria elimination strategy in the Greater Mekong Subregion (GMS), where multidrug-resistant P.falciparum strains have emerged and spread. Prior to evaluating RTS,S/AS01 in large-scale trials we assessed whether the vaccine, administered with and without antimalarial drugs, is safe and immunogenic in Asian populations.Methods: An open-label, randomized, controlled phase 2 trial was conducted in healthy, adult Thai volunteers. Seven vaccine regimens with and without antimalarial drugs (dihydroartemisinin-piperaquine plus a single low dose primaquine) were assessed. Antibody titres against the PfCSP full-length (NANP) 6, PfCSP anti-C-term, PfCSP full-length (N + C-Terminal) were measured by standard enzyme-linked immunosorbent assays. Liquid chromatography was used to measure piperaquine, primaquine and carboxy-primaquine concentrations.Results: 193 volunteers were enrolled and 186 study participants completed the 6 months follow-up period. One month after the last vaccination all study participants had seroconverted to the PfCSP (NANP)6, and the PfCSP Full Length (N + C-Terminal). More than 90% had seroconverted to the Pfanti-C-Term CSP. There was no indication that drug concentrations were influenced by vaccine regimens or the antibody levels by the drug regimens. Adverse events were similarly distributed between the seven treatment groups. No serious adverse events attributable to the study interventions were detected.Conclusion: This study found that RTS,S/AS01 with and without dihydroartemisinin-piperaquine plus a single low dose primaquine was safe and immunogenic in a healthy, adult Asian population.

7 citations


Journal ArticleDOI
TL;DR: Dengue is common in older adults, who also have a higher incidence of developing DHF, and older patients with dengue and comorbid hypertension and abdominal pain should be monitored for their increasing risk of DHF.
Abstract: Background The global incidence of dengue has increased with the ageing population. We examined the prevalence, clinical manifestations and risk factors associated with dengue severity among older patients. Methods A retrospective cohort study was conducted at a hospital in Thailand from 2013 to 2018. Data were collected from patient records. Older patients were those aged ≥60 y, whereas adult patients were aged at least 18 y but younger than 60 y. Results In total, 1822 patients were included in the study. The prevalence of older dengue was 7.96%. Older dengue patients were at a higher risk of developing dengue haemorrhagic fever (DHF) than adult dengue patients (40.69% vs 30.71%). Haematuria was significantly more frequent in older patients (24.82% vs 3.58%), whereas other clinical manifestations had similar frequencies between the groups. Multivariate logistic regression indicated that hypertension (adjusted OR [aOR]=3.549, 95% CI 1.498 to 8.407) and abdominal pain (aOR=10.904, 95% CI 1.037 to 114.710) were significantly associated with DHF among older patients. Conclusions Dengue is common in older adults, who also have a higher incidence of developing DHF. Older patients with dengue and comorbid hypertension and abdominal pain should be monitored for their increasing risk of DHF.

7 citations


Journal ArticleDOI
05 Feb 2020-PLOS ONE
TL;DR: MDA with schizontocidal drugs had a lasting effect on P. falciparum infections but only a transient effect on the prevalence of P. vivax malaria, and radical cure with an 8-aminoquinoline will be needed for the rapid elimination of v Vivax malaria.
Abstract: Author(s): Phommasone, Koukeo; van Leth, Frank; Peto, Thomas J; Landier, Jordi; Nguyen, Thuy-Nhien; Tripura, Rupam; Pongvongsa, Tiengkham; Lwin, Khin Maung; Kajeechiwa, Ladda; Thwin, May Myo; Parker, Daniel M; Wiladphaingern, Jacher; Nosten, Suphak; Proux, Stephane; Nguon, Chea; Davoeung, Chan; Rekol, Huy; Adhikari, Bipin; Promnarate, Cholrawee; Chotivanich, Kesinee; Hanboonkunupakarn, Borimas; Jittmala, Podjanee; Cheah, Phaik Yeong; Dhorda, Mehul; Imwong, Mallika; Mukaka, Mavuto; Peerawaranun, Pimnara; Pukrittayakamee, Sasithon; Newton, Paul N; Thwaites, Guy E; Day, Nicholas PJ; Mayxay, Mayfong; Hien, Tran Tinh; Nosten, Francois H; Cobelens, Frank; Dondorp, Arjen M; White, Nicholas J; von Seidlein, Lorenz | Abstract: BackgroundMass administrations of antimalarial drugs (MDA) have reduced the incidence and prevalence of P. falciparum infections in a trial in the Greater Mekong Subregion. Here we assess the impact of the MDA on P. vivax infections.MethodsBetween May 2013 and July 2017, four villages in each Myanmar, Vietnam, Cambodia and Lao PDR were selected based on high prevalence of P. falciparum infections. Eight of the 16 villages were randomly assigned to receive MDA consisting of three-monthly rounds of three-day courses of dihydroartemisinin-piperaquine and, except in Cambodia, a single low-dose of primaquine. Cross-sectional surveys were conducted at quarterly intervals to detect Plasmodium infections using ultrasensitive qPCR. The difference in the cumulative incidence between the groups was assessed through a discrete time survival approach, the difference in prevalence through a difference-in-difference analysis, and the difference in the number of participants with a recurrence of P. vivax infection through a mixed-effect logistic regression.Results3,790 (86%) residents in the intervention villages participated in at least one MDA round, of whom 2,520 (57%) participated in three rounds. The prevalence of P. vivax infections fell from 9.31% to 0.89% at month 3 but rebounded by six months to 5.81%. There was no evidence that the intervention reduced the cumulative incidence of P.vivax infections (95% confidence interval [CI] Odds ratio (OR): 0.29 to 1.36). Similarly, there was no evidence of MDA related reduction in the number of participants with at least one recurrent infection (OR: 0.34; 95% CI: 0.08 to 1.42).ConclusionMDA with schizontocidal drugs had a lasting effect on P. falciparum infections but only a transient effect on the prevalence of P. vivax infections. Radical cure with an 8-aminoquinoline will be needed for the rapid elimination of vivax malaria.

7 citations


Journal ArticleDOI
TL;DR: Predictive scores for the immediate outcomes of patients with out‐of‐hospital cardiac arrest are difficult to use in clinical practice.
Abstract: BACKGROUND Out-of-hospital cardiac arrest is an emergency that requires immediate management to save lives. However, some predictive scores for the immediate outcomes of patients with out-of-hospital cardiac arrest are difficult to use in clinical practice. AIMS This study aimed to identify predictors of sustained return of spontaneous circulation and to develop a predictive score. METHODS This prospective observational study evaluated sustained return of spontaneous circulation among out-of-hospital cardiac arrest patients in a Thai emergency department between July 2014 and March 2018. The baseline characteristics and prehospital and hospital findings were analysed. RESULTS Of 347 patients, 126 (36.3%) had sustained return of spontaneous circulation and 20 (5.8%) were discharged. Witnessed arrest (odds ratio = 2.9, 95% confidence interval 1.3-6.2), time from arrest to chest compression <15 min (odds ratio = 3.0, 95% confidence interval 1.3-7.0) and chest compression duration <30 min (odds ratio = 15.6, 95% confidence interval 8.7-28.0) predicted sustained return of spontaneous circulation; these were developed into the WATCH-CPR (Witnessed Arrest, Time from arrest to CHest compression-CPR duration) score. A score of ≥2 was optimal for predicting sustained return of spontaneous circulation, which provided an area under the receiver operating characteristic of 0.775 (95% confidence interval 0.724-0.825) and a sensitivity of 72.2% (95% confidence interval 63.4-79.6%) and specificity of 76.0% (95% confidence interval 69.8-81.4%). CONCLUSIONS The factors including witnessed arrest, time from arrest to chest compression and chest compression duration were developed as the WATCH-CPR score for predicting sustained return of spontaneous circulation among patients with out-of-hospital cardiac arrest.

6 citations


Journal ArticleDOI
TL;DR: A workflow to optimize the resolution of spatial grids used to generate EEMS migration maps was developed and applied to estimate migration of Plasmodium falciparum in Cambodia and bordering regions of Thailand and Vietnam, supporting the validity of the observed migration patterns.
Abstract: Understanding the genetic structure of natural populations provides insight into the demographic and adaptive processes that have affected those populations. Such information, particularly when integrated with geospatial data, can have translational applications for a variety of fields, including public health. Estimated effective migration surfaces (EEMS) is an approach that allows visualization of the spatial patterns in genomic data to understand population structure and migration. In this study, we developed a workflow to optimize the resolution of spatial grids used to generate EEMS migration maps and applied this optimized workflow to estimate migration of Plasmodium falciparum in Cambodia and bordering regions of Thailand and Vietnam. The optimal density of EEMS grids was determined based on a new workflow created using density clustering to define genomic clusters and the spatial distance between genomic clusters. Topological skeletons were used to capture the spatial distribution for each genomic cluster and to determine the EEMS grid density; i.e., both genomic and spatial clustering were used to guide the optimization of EEMS grids. Model accuracy for migration estimates using the optimized workflow was tested and compared to grid resolutions selected without the optimized workflow. As a test case, the optimized workflow was applied to genomic data generated from P. falciparum sampled in Cambodia and bordering regions, and migration maps were compared to estimates of malaria endemicity, as well as geographic properties of the study area, as a means of validating observed migration patterns. Optimized grids displayed both high model accuracy and reduced computing time compared to grid densities selected in an unguided manner. In addition, EEMS migration maps generated for P. falciparum using the optimized grid corresponded to estimates of malaria endemicity and geographic properties of the study region that might be expected to impact malaria parasite migration, supporting the validity of the observed migration patterns. Optimized grids reduce spatial uncertainty in the EEMS contours that can result from user-defined parameters, such as the resolution of the spatial grid used in the model. This workflow will be useful to a broad range of EEMS users as it can be applied to analyses involving other organisms of interest and geographic areas.

Journal ArticleDOI
10 Oct 2020-BMJ Open
TL;DR: The molecular signature in pregnancy (MSP) cohort was established to characterise longitudinal, cross-omic trajectories in pregnant women from a resource constrained setting and more detailed knowledge on multiomic perturbations will ideally result in the development of diagnostic tools and ultimately lead to targeted interventions that may disproportionally benefit pregnantWomen from this resource-limited population.
Abstract: Purpose A successful pregnancy relies on the interplay of various biological systems. Deviations from the norm within a system or intersystemic interactions may result in pregnancy-associated complications and adverse pregnancy outcomes. Systems biology approaches provide an avenue of unbiased, in-depth phenotyping in health and disease. The molecular signature in pregnancy (MSP) cohort was established to characterise longitudinal, cross-omic trajectories in pregnant women from a resource constrained setting. Downstream analysis will focus on characterising physiological perturbations in uneventful pregnancies, pregnancy-associated complications and adverse outcomes. Participants First trimester pregnant women of Karen or Burman ethnicity were followed prospectively throughout pregnancy, at delivery and until 3 months post partum. Serial high-frequency sampling to assess whole blood transcriptomics and microbiome composition of the gut, vagina and oral cavity, in conjunction with assessment of gene expression and microbial colonisation of gestational tissue, was done for all cohort participants. Findings to date 381 women with live born singletons averaged 16 (IQR 15–18) antenatal visits (13 094 biological samples were collected). At 5% (19/381) the preterm birth rate was low. Other adverse events such as maternal febrile illness 7.1% (27/381), gestational diabetes 13.1% (50/381), maternal anaemia 16.3% (62/381), maternal underweight 19.2% (73/381) and a neonate born small for gestational age 20.2% (77/381) were more often observed than preterm birth. Future plans Results from the MSP cohort will enable in-depth characterisation of cross-omic molecular trajectories in pregnancies from a population in a resource-constrained setting. Moreover, pregnancy-associated complications and unfavourable pregnancy outcomes will be investigated at the same granular level, with a particular focus on population relevant needs such as effect of tropical infections on pregnancy. More detailed knowledge on multiomic perturbations will ideally result in the development of diagnostic tools and ultimately lead to targeted interventions that may disproportionally benefit pregnant women from this resource-limited population. Trial registration number NCT02797327.

Journal ArticleDOI
TL;DR: Polymorphisms conferring amino acid changes in the transmembrane and nucleotide binding domains were predicted to have some effect on PmMDR1 conformation, but were unlikely to affect protein function.
Abstract: Plasmodium malariae is a widely spread but neglected human malaria parasite, which causes chronic infections. Studies on genetic polymorphisms of anti-malarial drug target genes in P. malariae are limited. Previous reports have shown polymorphisms in the P. malariae dihydrofolate reductase gene associated with pyrimethamine resistance and linked to pyrimethamine drug pressure. This study investigated polymorphisms of the P. malariae homologous genes, chloroquine resistant transporter and multidrug resistant 1, associated with chloroquine and mefloquine resistance in Plasmodium falciparum. The orthologous P. malariae crt and mdr1 genes were studied in 95 patients with P. malariae infection between 2002 and 2016 from Thailand (N = 51) and Myanmar (N = 44). Gene sequences were analysed using BioEdit, MEGA7, and DnaSP programs. Mutations and gene amplifications were compared with P. falciparum and Plasmodium vivax orthologous genes. Protein topology models derived from the observed pmcrt and pmmdr1 haplotypes were constructed and analysed using Phyre2, SWISS MODEL and Discovery Studio Visualization V 17.2. Two non-synonymous mutations were observed in exon 2 (H53P, 40%) and exon 8 (E278D, 44%) of pmcrt. The topology model indicated that H53P and E278D were located outside of the transmembrane domain and were unlikely to affect protein function. Pmmdr1 was more diverse than pmcrt, with 10 non-synonymous and 3 synonymous mutations observed. Non-synonymous mutations were located in the parasite cytoplasmic site, transmembrane 11 and nucleotide binding domains 1 and 2. Polymorphisms conferring amino acid changes in the transmembrane and nucleotide binding domains were predicted to have some effect on PmMDR1 conformation, but were unlikely to affect protein function. All P. malariae parasites in this study contained a single copy of the mdr1 gene. The observed polymorphisms in pmcrt and pmmdr1 genes are unlikely to affect protein function and unlikely related to chloroquine drug pressure. Similarly, the absence of pmmdr1 copy number variation suggests limited mefloquine drug pressure on the P. malariae parasite population, despite its long time use in Thailand for the treatment of falciparum malaria.