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[Preprint]. 2025 Sep 1:rs.3.rs-6889263. [Version 1] doi: 10.21203/rs.3.rs-6889263/v1

A common DNA deletion altering the 3’UTR of mdr1 is associated with reduced mefloquine susceptibility in P. vivax parasites from Cambodian patients

Katie Ko 1, Kieran Tebben 2, Tsarasoa Andrianinarivomanana 3, Agnes Orban 4, Janne Grünebast 5, Virak Eng 6, Rotha Eam 7, Nimol Khim 8, Lionel Feufack-Donfack 9, Jeremy Salvador 10, Juliana Sá 11, Thomas Wellems 12, Dysoley Lek 13, Jean Popovici 14, David Serre 15
PMCID: PMC12425083  PMID: 40951274

Abstract

Artemisinin-combination therapies (ACTs) are now recommended for the treatment of uncomplicated malaria caused by Plasmodium vivax, the parasite responsible for the majority of malaria infections outside of Africa. We analyzed the genome sequences of 206 P. vivax parasites collected from Cambodian malaria patients and showed that more than 80% of them carried a DNA deletion located immediately downstream of the multidrug resistance 1 gene (mdr1). This 837 bp deletion overlapped with a different deletion present at low frequency in South American isolates, suggesting a functional role despite not altering the coding sequence of mdr1. Using RNA sequencing, we showed that these deletions altered the transcripts expressed from mdr1 and resulted in mRNAs with different 3’ untranslated regions. In Cambodian isolates, the deletion was significantly associated with a higher expression of mdr1 and a lower ex vivo susceptibility to mefloquine. Finally, we genotyped 592 Cambodian isolates collected between 2014 and 2024 and showed that the mdr1 deletion increased in frequency in Cambodia since the introduction of mefloquine as ACT partner drug. Overall, these findings indicate that a common deletion of a non-coding sequence affects the transcription, stability, or translation of mdr1 in P. vivax parasites and could mediate reduced susceptibility to antimalarial drug(s) currently used for the treatment of uncomplicated vivax malaria.

Introduction

Malaria remains a major public health problem that threatens half of the world’s population [1]. The disease is caused by infections with unicellular parasites of the Plasmodium genus, including P. falciparum that causes most of the deaths associated with malaria, and P. vivax that is responsible for the majority of cases outside of Africa [2]. P. falciparum and P. vivax are often co-endemic and malaria infections are frequently treated indiscriminately. While global efforts have led to substantial reductions in the burden of malaria caused by these two species, the unique biological features of P. vivax continue to hamper its control relative to the progress made against P. falciparum. These features include the ability of P. vivax stages to persist in dormant liver stages, which can reactivate months after a treatment that clears the blood infection, causing relapse infections. P. vivax, because of its preference for reticulocytes, also often circulates at low levels in the bloodstream, making its detection and diagnosis more challenging than P. falciparum. Finally, the lack of robust in vitro culture system for P. vivax complicates many studies of this parasite, including the assessment of antimalarial drug resistance [3] that often depends solely on patient studies and can be confounded by relapses and reinfections [4, 5].

Identification and validation of robust molecular markers for rapid and cost-effective surveillance of drug resistance is essential for improving malaria control and elimination efforts but has remained relatively unsuccessful for P. vivax, especially when compared to the progress in identifying P. falciparum drug resistance markers. Since the K76T mutation of the chloroquine resistance transporter (crt) gene is linked to chloroquine resistance in P. falciparum parasites, several studies have assessed its ortholog for a similar role in P. vivax. However, single nucleotide polymorphisms in crt have not associated with chloroquine resistance in field studies, nor in non-human primate models of P. vivax malaria [6].

Furthermore, engineered expression of P. vivax crt K76 or T76 polymorphisms showed no significant difference on their reductions of chloroquine accumulation in a Dictyostelium expression system [7]. On the other hand, some studies have suggested that increased expression of the crt gene, independent of specific point mutations, may have a role in mediating P. vivax chloroquine resistance. For example, a laboratory genetic cross in non-human primates showed linkage between increased crt transcription and an inherited chloroquine resistance phenotype [8]. Taken together, these findings suggest that gene regulation affecting the level of crt expression may be involved in the chloroquine responses of P. vivax malaria. Polymorphisms in the P. vivax multidrug resistance 1 (mdr1) gene, another important marker of antimalarial drug resistance in P. falciparum, have also extensively been examined for associations with antimalarial drug responses. Some studies have reported associations between specific mutations in mdr1, such as Y976F or G698S, and reduced sensitivity of P. vivax to chloroquine in ex vivo assays [9, 10]. However, the exact role of mdr1 mutations and the extent of their contribution to chloroquine resistance remains unclear and sometimes contradictory [3, 9, 11]. Thus, while specific mutations of mdr1 may be involved in antimalarial drug responses, their effects might vary depending on the genetic background of P. vivax strains or other unknown factors. Finally, DNA duplications of the mdr1 gene have been suggested to influence antimalarial drug susceptibility [12, 13], similarly to findings in P. falciparum [14–16].

Due to increasing reports of potential P. vivax resistance to chloroquine [17–20], the first-line treatment for the blood stages of P. vivax since the 1950s, and the lack of robust molecular markers of resistance, the WHO now recommends using ACTs for treating uncomplicated vivax malaria worldwide, to both ensure efficacious clearance of blood stage P. vivax infections and to limit the emergence of drug resistance (although chloroquine is also recommended in areas without indication of chloroquine resistance) [21]. In Cambodia, for example, the standard of care for uncomplicated malaria (caused by any species) was switched from chloroquine to dihydroartemisinin-piperaquine in 2012 and then again to artesunate-mefloquine in 2016 (and was fully implemented in 2017).

We have recently reported that some Cambodian P. vivax parasites were cleared slowly after artesunate treatment [22], which may enable them to outlast the short half-life of artesunate in the blood, especially in cases of incomplete patient adherence to the multi-day regimen. While we did not observe treatment failure in this study, this slow clearance upon artesunate treatment could theoretically facilitate the acquisition of resistance to the partner drugs and complicate malaria control and elimination efforts in Southeast Asia. Here, we analyze parasite DNA and RNA extracted from the blood of Cambodian vivax malaria patients and describe a common deletion immediately downstream of mdr1. We examine its consequences on mdr1 expression and on antimalarial drug susceptibility, as well as analyze 592 DNA samples collected between 2014 and 2024 to examine temporal changes in the frequency of this deletion in Cambodia.

Methods

Sample collection

Parasite DNA and RNA samples were collected from participants in an open-label clinical trial (NCT04706130) designed to evaluate the efficacy of two regimens of primaquine [23]. Eligible individuals seeking treatment for malaria in the Kampong Speu province (Western Cambodia) and diagnosed with Plasmodium vivax by rapid diagnostic test were offered to participate in the study. All participants had uncomplicated vivax malaria (confirmed by PCR), were 15 years or older, and had hemoglobin concentration greater than 8 g/dL. Pregnant and breastfeeding women were excluded from this study. All enrolled patients or their guardians provided written informed consent, and assent was obtained for all patients aged 15–18 years old. Ethical clearance was obtained by the National Ethics Committee for Health Research of Cambodia (158-NECHR, 06/29/2020) and the University of Maryland IRB (HP-00091095), and the study was overseen by the NIH Division of Microbiology and Infectious Diseases (Protocol 20 − 0010). At enrollment (i.e., before drug treatment), we collected a venous blood sample from each participant and immediately stored 50 μL in trizol for RNA analyses and processed the rest of the blood on a cellulose column to remove white blood cells before storage at −80°C for DNA analyses.

We also analyzed a biobank of DNA from 592 P. vivax infected individuals from the Ratanakiri, Mondolkiri and Kampong Speu provinces and collected between 2014 and 2024.

Whole genome sequencing and identification of sequence rearrangements in Cambodian isolates

We extracted parasite DNA from 230 leukocyte-depleted blood samples using the DNeasy blood and tissue kit (Qiagen) kit and prepared whole genome sequencing libraries using the NEBNext® Ultra™ II FS DNA Library Prep Kit for Illumina sequencing (NEB) according to the manufacturers’ instructions. We sequenced each library on an Illumina NovaSeq 6000 to generate 23–50 million paired-end reads of 100 bp per sample (Supplemental Table 1).

To identify sequence rearrangements throughout the P. vivax genome, we first used Hisat2 [24] to map all reads to the P01 reference genome (version 67) [25]. We then used custom scripts to parse the resulting bam files and counted, for each sample, the number of read pairs with alignments indicative of deletions or tandem duplications per 100 bp non-overlapping window of the P01 genome [13, 26]. Briefly, read pairs aligning in the correct orientation but distant from each other by at least 1,000 bp were considered indicative of deletions (SAM flags 161/97 with insert size > = 1,000 bp and SAM flags 81/145 with insert size <= −1,000 bp), while read pairs aligning in incorrect orientation (tail to tail) and distant from each other by at least 1,000 bp were considered indicative of tandem duplications (SAM flags 161/97 with insert size <= −1,000 bp and SAM flags 81/145 with insert size > = 1,000 bp). To determine if a given 100 bp window contained more reads indicative of a specific sequence rearrangement than expected by chance, we compared the number of such reads observed in one sample to the number expected under a Poisson distribution. All windows with a false discovery rate < 0.01 were considered significant. Note that this analytical pipeline enables detection of a sequence rearrangement even if only some of the clones present in one sample carry it.

We then evaluated, in samples where a mdr1 deletion was detected, whether all or only some of the clones within one sample carried the mdr1 deletion by comparing the number of reads mapped to a 400 bp portion within the mdr1 deletion (between positions 478,100 and 478,500 of the P01 genome version 67) to the number of reads mapped to a 400 bp portion of the mdr1 coding region that was not deleted or duplicated (between positions 480,000 and 480,400, Fig. 1). If the proportion of reads mapped to the deleted region represented less than 5% of the reads mapped to the control region, the sample was considered homogeneous for the deletion, while all other isolates were considered heterogeneous for the deletion (i.e., some clones carried the deletion and some clones carried the non-deleted sequence).

Figure 1. A common deletion downstream of the mdr1 gene.

Figure 1

Coverage plots of the mdr1 locus for four P. vivax samples: (top to bottom) a Cambodian isolate in which all parasites carried the non-deleted sequence (green), a Cambodian isolate containing clones with and without the mdr1 deletion (pink), a Cambodian sample in which all parasites contained the deletion (orange), and the NIH-1993-F3 clone derived from Salvador 1 which contains a different mdr1 deletion (blue). For each sample, the upper row displays the overall read coverage relative to the P01 reference sequence, while the lower row displays the coverage of reads flagged for incorrect insert size and indicative of a deletion. The red horizontal bar indicates the region used to determine the number of reads mapped within the deletion, while the horizontal green bar indicates the unaffected region used for comparison.

Determination of the clonality of the Cambodian isolates

To estimate whether each isolate was monoclonal, we used GATK to calculate Fws [27] from the whole genome sequence data. We first masked regions of the genome containing multigene families and analyzed nucleotide positions successfully sequenced in at least 80% of samples and polymorphic in our dataset (only considering positions with two alleles). Samples with Fws > = 0.95 were considered monoclonal while samples with Fws < 0.95 were considered polyclonal.

Nucleotide and amino acid sequence analyses

For each Cambodian P. vivax isolate deemed to be monoclonal, we used bcftools mpileup and custom scripts to reconstruct the nucleotide sequence of the mdr1 protein-coding sequence using the gene coordinates from PlasmoDB. We then aligned these sequences in MEGA12 using MUSCLE [28] and generated Neighbor-Joining trees based on the number of differences between sequences, from both the nucleotide and translated amino acid sequences.

Characterization of mdr1 sequence rearrangements in MalariaGEN samples

In order to characterize sequence rearrangements involving mdr1 in a worldwide dataset, we analyzed 826 MalariaGEN PV4 P. vivax isolates from 25 countries in Africa, Asia, Oceania and America [29]. We remapped all sequences generated from these samples onto a 60 kb region surrounding the mdr1 locus in the P01 reference genome (between positions 450,000 and 510,000 of chromosome 10) and screened these samples for deletions and tandem duplications by analyzing read pair orientation using the pipeline outlined above.

Validation of mdr1 deletions by PCR amplification and Sanger sequencing

To confirm the mdr1 deletions identified by whole genome analysis, we designed different sets of PCR primers to amplify the region surrounding the putative deletions downstream of mdr1 (Supplemental Table 2). We amplified DNA from three Cambodian samples identified as homogenous for the deletion, as well as from NIH-1993-F3, a monkey-adapted P. vivax strain derived from the Salvador 1 strain that, based on sequence data previously generated [30], carries a deletion downstream of mdr1 similar to those observed in South-American isolates from MalariaGEN. PCR amplification was performed using the Q5 high-fidelity master mix with an annealing temperature of 67°C and 35 cycles. The PCR products were loaded on a 1% agarose gel for 30 minutes and bands with the expected size were cut out, purified, and the DNA used for Sanger sequencing. The resulting DNA sequences were aligned to the P01 reference sequence to validate the deleted regions and their exact boundaries.

RNA sequencing and gene expression analysis

We extracted RNA from 138 whole blood samples collected from the same infections as used in the whole genome sequencing analysis. Briefly, we used phenol/chloroform to extract RNA from trizol samples and, after ribosomal RNA depletion and polyA selection (NEB), we prepared RNA-seq libraries using the NEBNext Ultra II Directional RNA Library Prep Kit (NEB). We sequenced each library on an Illumina NovaSeq 6000 and generated ~ 30–414 million paired-end reads of 75 bp per sample. We aligned all reads using Hisat2 [24] to the P. vivax P01 genome with default parameters except for a maximal intron length set at 5,000 bp. PCR duplicates were removed from all files using custom scripts. Out of the 138 samples, 128 had more than 500,000 unique reads mapped to P. vivax protein-coding genes and were analyzed further (Supplemental Table 3).

We tested whether isolates carrying a mdr1 deletion expressed mdr1 mRNA at a different level than isolates without deletion. To account for the transcript length difference caused by the deletion, we only counted reads mapped to the coding region of mdr1 (that is unaffected by the deletion) and normalized this count by the total number of reads mapped to the P. vivax genome for each sample. We then used a t-test to compare the normalized mdr1 expression of samples identified in our WGS analysis as being homogeneous for the deletion (n = 61) with those homogeneous for no deletion (n = 19).

Association between mdr1 deletion and antimalarial drug susceptibility

We first compared the susceptibility to artesunate of P. vivax isolates carrying the mdr1 deletion (n = 138) and isolates without the deletion (n = 29) based on genome sequence data and on PCR characterization of the presence/absence of the deletion. Artesunate susceptibility was expressed as the half-life of the parasite clearance slope determined in vivo from patients treated with artesunate [22, 23]. We also characterized by PCR the absence/presence of the mdr1 deletion (Supplemental Table 2) in 14 P. vivax isolates for which the IC50 to mefloquine was determined ex vivo and tested whether these estimates were significantly associated with the deletion. Ex vivo mefloquine susceptibility assay was performed on freshly collected parasites using a ring-to-schizont maturation assay as previously described [31].

Temporal changes in mdr1 deletion in Cambodian P. vivax

To measure changes in frequency of the mdr1 deletion in the P. vivax Cambodian population over time, we screened by PCR DNA from 592 P. vivax isolates that were collected by the Institut Pasteur of Cambodia in the provinces of Ratanakiri, Mondolkiri and Kampong Speu between 2014 and 2024.

Results

A region immediately downstream of the mdr1 protein-coding sequence is frequently deleted in Cambodian P. vivax isolates

We analyzed the genomes of 206 Cambodian P. vivax isolates collected between 2021 and 2023 and sequenced at high coverage (> 30X, Supplemental Table 1) and screened them for deletions and tandem duplications. In 30 out of the 206 isolates (14.5%), we identified the duplication of the dbp gene (PVP01_0623800) that has been previously reported from Cambodian parasites [32]. Many other sequence rearrangements occurred only in a few samples but very few deletions and duplications were shared by many samples: in total, we only detected 26 deletions and 30 duplications present in more than 25% of the samples (Supplemental Table 4). These common sequence rearrangements typically involved genes belonging to multigene families, with 21 out of 26 deletions (81%) and 26 out of 30 duplications (87%) overlapping or neighboring genes annotated as PIR proteins, merozoite surface proteins (MSPs), serine-repeat antigens (SERAs), and tryptophan-rich proteins. The remaining sequence rearrangements involved Plasmodium exported proteins of unknown function, often PHIST proteins located in subtelomeric regions (Supplemental Table 4). The only sequence rearrangement frequently observed among the 206 Cambodian isolates that involved a single copy gene was a deletion located near the multidrug resistance 1 gene (mdr1, PVP01_1010900): 169 out of the 206 Cambodian P. vivax isolates (82%) carried a deletion of approximately 800 bp located immediately after the 3’ end of the mdr1 protein-coding sequence (Fig. 1).

The analysis described above is only informative of the presence of a deletion: by only considering read pairs indicative of a deletion, this approach might overestimate the population frequency of the deletion if one sample contains clones both carrying the deletion and clones without. Since many P. vivax infections in Cambodia are polyclonal (e.g., [33, 34]), we evaluated whether some infections might be heterogeneous with regards to this deletion by comparing the sequence coverage in the deleted region with the coverage in a non-deleted section of the coding region of mdr1 (Fig. 1). Of the 169 samples carrying a mdr1 deletion, 146 (86%) were deemed homogenous for the deletion (i.e., all parasites carried the deletion, in orange in Fig. 1) and 23 (14%) heterogenous for the deletion (in pink in Fig. 1).

The mdr1 deletion is present on different haplotypes

We then reconstructed the protein-coding sequence of mdr1 using the genome sequence data generated from monoclonal isolates with or without the deletion. Surprisingly, we did not observe any clear clustering patterns separating samples with the deletion and those without using either the nucleotide sequence or the inferred amino acid sequence (Supplemental Fig. 1). In fact, we observed that the deletion was present on several distinct mdr1 haplotypes that were also present in P. vivax parasites without the deletion (i.e., different sequences carried both the deleted and non-deleted sequences). This lack of linkage disequilibrium between the protein-coding sequence of mdr1 and the downstream deletion suggests that either i) the deletion occurred independently several times on different genetic backgrounds (with, apparently, the exact same boundaries), or ii) that this deletion occurred some time ago and that recombination has re-shuffled it on different genetic backgrounds.

Genomic analyses revealed the presence of two independent and overlapping deletions downstream of mdr1

To evaluate if the mdr1 deletion observed in Cambodian P. vivax isolates was also present in other regions of the world, we re-analyzed 826 P. vivax samples that have been sequenced by the MalariaGEN project ([29], Supplemental Table 5). This dataset contains whole genome sequence data for P. vivax parasites collected in 25 countries in Asia, South America, Africa, and Oceania. Overall, we detected seven putative duplications located within 2 kb of the annotated mdr1 gene (Supplemental Fig. 2, Supplemental Table 5), including a previously identified 35 kb duplication containing the entire mdr1 gene [13]. In addition, we detected read pairs consistent with a deletion downstream of mdr1 (and similar to the one we observed in our Cambodian isolates) in P. vivax isolates from Southeast Asia (Cambodia [122/169], Thailand [36/120], Vietnam [67/100], and Myanmar [3/8]), as well as in two of the 65 isolates from Colombia (Supplemental Table 5).

The identification of a similar deletion in two distant geographic locations raised the question of whether this deletion occurred once and spread from one region to the other or, alternatively, whether it derived from two independent events. To address this question, we examined the precise boundaries of the mdr1 deletion in Southeast Asian and South American samples using whole genome sequence data from the Cambodian isolates and Colombian samples from MalariaGEN. We also included whole genome sequence data from the NIH-1993-F3 strain of P. vivax (a strain derived from the Salvador 1 strain initially isolated from a patient from El Salvador) [30]. The Colombian and NIH-1993-F3 samples appeared to carry the same deletion whose boundaries differed from all Cambodian samples and appeared to be smaller (Supplemental Fig. 3). To confirm this observation, we designed PCR primers surrounding the putative deletions (Supplemental Table 2) and amplified and sequenced DNA from Cambodian isolates carrying the deletion as well as from the NIH-1993-F3 clone. These analyses confirmed that the Cambodian P. vivax isolates carried the same 837 bp deletion compared to the P01 reference genome sequence, while NIH-1993-F3 carried a 487 bp deletion (Supplemental Fig. 4). Interestingly, both deletions shared one identical boundary, 25 bp after the 3’ end of the mdr1 coding sequence, while their differing ends occurred at a similar sequence “TGTACA” (Supplemental Fig. 4). The different boundaries of the deleted sequences indicated that these two deletions most likely occurred independently (once in South America and once in Southeast Asia) and the observation of two independent deletions at the same locus suggests that they might have been driven by natural selection to alter an important functional element.

The deletions downstream of mdr1 alter the mRNAs transcribed from the mdr1 gene and their expression level

We next analyzed RNA-seq data generated from 95 Cambodian samples (Supplemental Table 3) to determine if the deletion had any consequence on mdr1 mRNAs. While the deletion was located 25 bp after the end of the coding-sequence of mdr1, it led to a different mRNA being transcribed: in the parasites without the deletion, the 3’ UTR from mdr1 is ~ 800 bp long, while it is ~ 1,300 bp long in parasites carrying the deletions and the nucleotide sequence is entirely different, except for the 25 bp immediately following the coding sequence (Fig. 2A). To examine if the South American deletion had a similar consequence on mdr1 mRNA, we reanalyzed published RNA-seq data generated from Salvador I (the parental strain of NIH-1993-F3) [35] and observed a similar pattern: the DNA deletion led to the transcription of a different isoform of mdr1 with a different 3’ UTR (Fig. 2A).

Figure 2. Effect of the downstream mdr1 deletions on mdr1 mRNA expression.

Figure 2

A) Integrated Genome Viewer screenshot showing RNA-seq data mapping to the mdr1locus from the P01 reference genome: the tracks show data from, top to bottom, a Cambodian isolate without the deletion, a Cambodian sample with the deletion, and the Salvador 1 strain. B) Comparison of the normalized mdr1 expression between P. vivaxisolates in which all clones carried the deletion (in blue) and isolates in which all clones have the non-deleted sequence (in yellow).

To determine if the deletion was associated with a change in the level of mdr1 mRNA expression, we compared samples in which all P. vivax parasites carried the deletion (n = 61) to samples in which all parasites carried the non-deleted sequence (n = 19). After accounting for differences in mRNA length (see Materials and Method for details), we observed that P. vivax parasites carrying the deletion had a significantly greater expression of mdr1 than parasites without the deletion (unpaired t-test, p = 9.75×10− 9) and displayed a nearly 2-fold increase in mRNA expression (Fig. 2B).

The mdr1 3’UTR deletion is associated with differences in antimalarial drug susceptibility

Since MDR1 has been associated with antimalarial drug resistance in P. vivax [12] and P. falciparum [14–16, 36], we then assessed whether the mdr1 deletion was associated with reduced antimalarial susceptibility. First, we tested if the deletion was statistically associated with differences in parasite clearance upon artesunate treatment using estimates of the slope half-life measured directly from the patients studied here [22]. We compared 138 infections where all parasites carried the deletion, to 29 infections where all parasites carried the non-deleted sequences but did not observe any differences in slope half-life (p = 0.2311, Fig. 3A). Next, we genotyped the deletion in 14 P. vivax infections for which mefloquine susceptibility was measured ex vivo. Interestingly, parasites carrying the deletion had a significantly higher IC50 than parasites without the deletion (p = 0.0496, Fig. 3B).

Figure 3. Association of mdr1 deletion with antimalarial susceptibility.

Figure 3

A) Distributions of slope half-life following in vivo artesunate treatment of patients infected with parasites with deletion and without deletion. B) Distributions of IC50 of parasites with deletion and without deletion when exposed to mefloquine ex vivo.

The mdr1 deletion increased in frequency among Cambodian P. vivax parasites since the introduction of mefloquine in ACTs

Mefloquine has been used in ACT as the standard-of-care in Cambodia for treating uncomplicated vivax malaria since 2016–2017 [31]. To determine whether the change in the frontline antimalarial drug was associated with a change in the frequency of the mdr1 deletion in the Cambodian P. vivax population, we screened a total of 592 isolates collected between 2014 and 2024. Overall, we observed a steady increase in the proportion of isolates carrying the deletion over time (p < 0.0001, Fig. 4), with ~ 30% of the parasites carrying the deletion before the introduction of mefloquine as standard-of-care compared to > 60% carrying the deletion today. Note that this pattern remained significant even if only parasites from eastern Cambodia are analyzed (Supplemental Fig. 5).

Figure 4. Longitudinal survey of the mdr1deletion in P. vivax isolates collected in Cambodia between 2014 and 2024.

Figure 4

The blue stacks represent the numbers of P. vivax isolates carrying the deletion downstream of mdr1 while the red stacks show the numbers of isolates without the deletion. The red arrow indicates the change in national treatment guidelines from DHA-PPQ to As-MQ.

Discussion

The multidrug resistance 1 gene in Plasmodium encodes an ATP-binding cassette transporter that is located on the membrane of the digestive vacuole where it regulates the flux of solutes through the membrane [37]. In P. falciparum, mdr1 has been shown to modulate susceptibility to various antimalarial drugs through coding polymorphisms altering the amino acid sequences and copy number variations [14–16, 36]. Similarly in P. vivax, several studies have suggested that increased copy numbers of mdr1 reduces antimalarial drug susceptibility [12, 13]. We showed here that mdr1 is unusually affected by deletions and duplications in P. vivax. While we observed many sequence rearrangements among Cambodian P. vivax isolates, almost all of them occurred in large multigene families and the only common sequence rearrangement affecting a single copy protein-coding genes in 206 Cambodian isolates occurred immediately downstream of mdr1. This uniqueness of mdr1 was further illustrated by a reanalysis of 592 P. vivax isolates from four continents that confirmed the presence of this deletion in Southeast Asian isolates but also revealed multiple, rarer, tandem duplications affecting this locus. Importantly, these analyses also revealed that a second deletion, overlapping but shorter, was present in some South American P. vivax isolates. The observation of two independent deletions affecting the same locus suggested that these deletions have functional consequences and may have been driven by positive selection.

In contrast to previous reports of mdr1 polymorphisms, this common deletion observed in Cambodian isolates (as well as the one present in South American parasites) did not affect the coding region of mdr1 but only modified its downstream DNA sequence. In addition, it was found on different genetic backgrounds and was linked to different mdr1 amino acid sequences. RNA sequencing analyses confirmed that the deletion altered the gene expression of mdr1 and produced transcripts with different 3’UTRs. While incompletely characterized in Plasmodium, 3’UTRs often play a critical role in mRNA stability in eukaryotes by binding RNAs and/or proteins that regulate mRNA stability and degradation [38]. Indeed, we showed that the presence of the deletion was associated with a two-fold increase in mdr1 mRNA levels, suggesting that the deleted region, or the newly appended 3’ UTR sequence, contains important elements for mRNA regulation. Additional laboratory studies will be necessary to fully understand the molecular mechanisms responsible for these changes in expression and evaluate the consequences of these variable 3’ UTR sequences on transcription or mRNA stability and decay, as well as their impact on mdr1 protein levels.

Similarly to the effect of increased mdr1 copy number in P. falciparum, and to a lesser extent in P. vivax, we showed that the deletion downstream of mdr1 was statistically associated with a higher IC50 to mefloquine. Moreover, our retrospective analyses of isolates collected in Cambodia since 2014 indicated that the frequency of the deletion increased after the introduction of mefloquine in ACT for uncomplicated vivax malaria in 2016–2018. Interestingly, we observed that the deletion was already present (although at lower frequency) in the oldest samples screened here, before the introduction of mefloquine in the standard-of-care for vivax malaria treatment. This observation, that is consistent with the lack of linkage disequilibrium between the deletion and the neighboring protein-coding sequence, could indicate that the deletion had been previously maintained in the P. vivax population, possibly due to “collateral” exposure of P. vivax parasites to mefloquine that has been extensively used against P. falciparum in Cambodia since 1983 [39, 40], or to advantages the mdr1 deletion could confer against other antimalarial drugs [41–44].

Our observations, combined with the recent report of delayed clearance upon artemisinin treatment [22], suggest that P. vivax parasites could become less susceptible to Artesunate-Mefloquine therapy in Cambodia. These results mirror the patterns that were observed for P. falciparum (also in Cambodia) in the last decades that led to the emergence and spread of parasites carrying multiple resistance alleles and threatened malaria control efforts in the Greater Mekong region and worldwide. While we did not observe treatment failure associated with these putative multidrug resistance phenotypes in our Cambodian patient cohort, these findings are worrying and beg for intensified monitoring and control efforts to ensure that P. vivax parasites remain susceptible to current antimalarials and to limit the spread of potentially resistant parasites that could threaten ongoing efforts to eliminate vivax malaria from the Greater Mekong region.

Acknowledgements

We thank all patients and health care workers involved in this study and the staff of the Malaria Research Unit at the Institut Pasteur of Cambodia and the staff of the National Center for Parasitology, Entomology and Malaria Control in Cambodia for their collaboration and sample collection. We also thank S. Ott, H. Bowen, L. Sadzewicz, and L. Tallon in Maryland Genomics at the University of Maryland School of Medicine for their support with Illumina sequencing. This study was supported by an award from the NIH to DS (R01AI146590). JP is supported by the NIH/NIAID (R01AI173171, R01AI175134 and R61AI187100) and by the Pasteur International Unit PvESMEE. JG was supported by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation – 549182383). This research was funded in part by the Division of Intramural Research, NIAID/NIH (JMS and TEW). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Footnotes

Additional Declarations: There is NO Competing Interest.

Supplementary Files

This is a list of supplementary files associated with this preprint. Click to download.

Contributor Information

Katie Ko, University of Maryland, Baltimore.

Kieran Tebben, University of Maryland, Baltimore.

Tsarasoa Andrianinarivomanana, Institut Pasteur du Cambodge.

Agnes Orban, Institut Pasteur du Cambodge.

Janne Grünebast, University of Maryland, Baltimore.

Virak Eng, Institut Pasteur du Cambodge.

Rotha Eam, Institut Pasteur du Cambodge.

Nimol Khim, Institut Pasteur du Cambodge.

Lionel Feufack-Donfack, Institut Pasteur du Cambodge.

Jeremy Salvador, Institut Pasteur du Cambodge.

Juliana Sá, National Institute of Allergy and Infectious Diseases.

Thomas Wellems, National Institute of Allergy and Infectious Diseases.

Dysoley Lek, Centre for Parasitology, Entomology and Malaria Control,.

Jean Popovici, Institut Pasteur du Cambodge.

David Serre, University of Maryland, Baltimore.

Data and code availability

All sequence data generated in this study have been deposited in the National Center for Biotechnology Information (NCBI) Sequence Read Archive under the BioProject ID XXXX. Custom scripts are available at https://github.com/ko-katie.

References

  • 1.WHO (2024) World malaria report 2024. World Health Organization, Geneva, Switzerland [Google Scholar]
  • 2.Chu CS, White NJ (2021) The prevention and treatment of Plasmodium vivax malaria. PLoS Med 18(4):e1003561 Epub 20210423. doi: 10.1371/journal.pmed.1003561. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 3.Price RN, Auburn S, Marfurt J, Cheng Q (2012) Phenotypic and genotypic characterisation of drug-resistant Plasmodium vivax. Trends Parasitol 28(11):522–529 Epub 2012/10/10. 10.1016/j.pt.2012.08.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Popovici J, Friedrich L, Kim S, Bin S, Run V, Serre D et al. (2018) Frequent and complex relapses confound assessment of chloroquine resistance in Cambodian Plasmodium vivax. Int J Infect Dis 73:75. 10.1016/j.ijid.2018.04.3596 [DOI] [Google Scholar]
  • 5.Buyon LE, Elsworth B, Duraisingh MT (2021) The molecular basis of antimalarial drug resistance in Plasmodium vivax. Int J Parasitol Drugs Drug Resist 16:23–37 Epub 20210426. 10.1016/j.ijpddr.2021.04.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Nomura T, Carlton JM, Baird JK, del Portillo HA, Fryauff DJ, Rathore D et al. (2001) Evidence for different mechanisms of chloroquine resistance in 2 Plasmodium species that cause human malaria. J Infect Dis 183(11):1653–1661 Epub 2001/05/09. doi: 10.1086/320707. [DOI] [PubMed] [Google Scholar]
  • 7.Sá JM, Yamamoto MM, Fernandez-Becerra C, de Azevedo MF, Papakrivos J, Naude B et al. (2006) Expression and function of pvcrt-o, a Plasmodium vivax ortholog of pfcrt, in Plasmodium falciparum and Dictyostelium discoideum. Mol Biochem Parasitol 150(2):219–228 Epub 2006/09/22. 10.1016/j.molbiopara.2006.08 [DOI] [PubMed] [Google Scholar]
  • 8.Sa JM, Kaslow SR, Moraes Barros RR, Brazeau NF, Parobek CM, Tao D et al. (2019) Plasmodium vivax chloroquine resistance links to pvcrt transcription in a genetic cross. Nat Commun 10(1):4300 Epub 2019/09/22. 10.1038/s41467-019-12256-9 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Suwanarusk R, Russell B, Chavchich M, Chalfein F, Kenangalem E, Kosaisavee V et al. (2007) Chloroquine resistant Plasmodium vivax: in vitro characterisation and association with molecular polymorphisms. PLoS ONE 2(10):e1089 Epub 20071031. 10.1371/journal.pone.0001089 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.Zeng W, Zhao H, Zhao W, Yang Q, Li X, Li X et al. (2021) Molecular Surveillance and Ex Vivo Drug Susceptibilities of Plasmodium vivax Isolates From the China-Myanmar Border. Front Cell Infect Microbiol 11:738075. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Sá JM, Nomura T, Neves J, Baird JK, Wellems TE, del Portillo HA (2005) Plasmodium vivax: allele variants of the mdr1 gene do not associate with chloroquine resistance among isolates from Brazil, Papua, and monkey-adapted strains. Exp Parasitol 109(4):256–259 Epub 2005/03/10. 10.1016/j.exppara.2004.12 [DOI] [PubMed] [Google Scholar]
  • 12.Suwanarusk R, Chavchich M, Russell B, Jaidee A, Chalfein F, Barends M et al. (2008) Amplification of pvmdr1 associated with multidrug-resistant Plasmodium vivax. J Infect Dis 198(10):1558–1564. 10.1086/592451 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Auburn S, Serre D, Pearson RD, Amato R, Sriprawat K, To S et al. (2016) Genomic Analysis Reveals a Common Breakpoint in Amplifications of the Plasmodium vivax Multidrug Resistance 1 Locus in Thailand. J Infect Dis 214(8):1235–1242 Epub 2016/07/28. 10.1093/infdis/jiw323 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Sidhu AB, Uhlemann AC, Valderramos SG, Valderramos JC, Krishna S, Fidock DA (2006) Decreasing pfmdr1 copy number in plasmodium falciparum malaria heightens susceptibility to mefloquine, lumefantrine, halofantrine, quinine, and artemisinin. J Infect Dis 194(4):528–535 Epub 20060711. doi: 10.1086/507115. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Calçada C, Silva M, Baptista V, Thathy V, Silva-Pedrosa R, Granja D et al. (2020) Expansion of a Specific Plasmodium falciparum PfMDR1 Haplotype in Southeast Asia with Increased Substrate Transport. mBio.;11(6). Epub 20201201. 10.1128/mBio.02093-20. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 16.Price RN, Uhlemann AC, Brockman A, McGready R, Ashley E, Phaipun L et al. (2004) Mefloquine resistance in Plasmodium falciparum and increased pfmdr1 gene copy number. Lancet 364(9432):438–447. 10.1016/S0140-6736(04)16767-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 17.Baird JK, Basri H, Purnomo, Bangs MJ, Subianto B, Patchen LC et al. (1991) Resistance to chloroquine by Plasmodium vivax in Irian Jaya, Indonesia. Am J Trop Med Hyg 44(5):547–552. 10.4269/ajtmh.1991.44.547 [DOI] [PubMed] [Google Scholar]
  • 18.Rieckmann KH, Davis DR, Hutton DC (1989) Plasmodium vivax resistance to chloroquine? Lancet 2(8673):1183–1184 Epub 1989/11/18. [DOI] [PubMed] [Google Scholar]
  • 19.Baird JK (2011) Resistance to chloroquine unhinges vivax malaria therapeutics. Antimicrob Agents Chemother 55(5):1827–1830 Epub 2011/03/09. doi: 10.1128/AAC.01296-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Price RN, von Seidlein L, Valecha N, Nosten F, Baird JK, White NJ (2014) Global extent of chloroquine-resistant Plasmodium vivax: a systematic review and meta-analysis. Lancet Infect Dis 14(10):982–991 Epub 20140908. 10.1016/S1473-3099(14)70855-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.World Health Organization WHO Guidelines for malaria. 2024. Contract No.: 10.2471/B09146 [DOI] [Google Scholar]
  • 22.Tebben K, Eng V, Seng D, Tat B, Feufack Donfack LB, Orban A et al. (2025) Cambodian Plasmodium vivax parasites with reduced hemoglobin digestion display delayed clearance upon artesunate treatment. medRxiv. Epub 20250311 10.1101/2025.03.09.25323469 [DOI] [Google Scholar]
  • 23.Eng V, Lek D, Sin S, Feufack-Donfack LB, Orban A, Salvador J et al. (2025) 14 days of high-dose versus low-dose primaquine treatment in patients with Plasmodium vivax infection in Cambodia: a randomised, single-centre, open-label efficacy study. Lancet Infect Dis. Epub 20250317. 10.1016/S1473-3099(25)00033-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 24.Kim D, Paggi JM, Park C, Bennett C, Salzberg SL (2019) Graph-based genome alignment and genotyping with HISAT2 and HISAT-genotype. Nat Biotechnol 37(8):907–915. 10.1038/s41587-019-0201-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 25.Auburn S, Bohme U, Steinbiss S, Trimarsanto H, Hostetler J, Sanders M et al. (2016) A new Plasmodium vivax reference sequence with improved assembly of the subtelomeres reveals an abundance of pir genes. Wellcome Open Res;1:4. Epub 2016/12/23. doi: 10.12688/wellcomeopenres.9876.1. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 26.Menard D, Chan ER, Benedet C, Ratsimbasoa A, Kim S, Chim P et al. (2013) Whole genome sequencing of field isolates reveals a common duplication of the Duffy binding protein gene in Malagasy Plasmodium vivax strains. PLoS Negl Trop Dis 7(11):e2489 Epub 2013/11/28. 10.1371/journal.pntd.0002489 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Lee SB (2016) M. moimix: an R package for assessing clonality in high-througput sequencing data
  • 28.Kumar S, Stecher G, Suleski M, Sanderford M, Sharma S, Tamura K (2024) Mol Biol Evol 41(12). 10.1093/molbev/msae263 MEGA12: Molecular Evolutionary Genetic Analysis Version 12 for Adaptive and Green Computing [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 29.Adam I, Alam MS, Alemu S, Amaratunga C, Amato R, Andrianaranjaka V et al. (2022) An open dataset of Plasmodium vivax genome variation in 1,895 worldwide samples. Wellcome Open Res 7:136 Epub 20220414. 10.12688/wellcomeopenres.17795.1 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 30.Hazzard B, Sá JM, Bogale HN, Pascini TV, Ellis AC, Amin S et al. (2024) Single-cell analyses of polyclonal Plasmodium vivax infections and their consequences on parasite transmission. Nat Commun 15(1):7625. 10.1038/s41467-024-51949-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Roesch C, Mairet-Khedim M, Kim S, Lek D, Popovici J, Witkowski B (2020) Impact of the first-line treatment shift from dihydroartemisinin/piperaquine to artesunate/mefloquine on Plasmodium vivax drug susceptibility in Cambodia. J Antimicrob Chemother 75(7):1766–1771. 10.1093/jac/dkaa092 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.Hostetler JB, Lo E, Kanjee U, Amaratunga C, Suon S, Sreng S et al. (2016) Independent Origin and Global Distribution of Distinct Plasmodium vivax Duffy Binding Protein Gene Duplications. PLoS Negl Trop Dis 10(10):e0005091 Epub 20161031. 10.1371/journal.pntd.0005091 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Friedrich LR, Popovici J, Kim S, Dysoley L, Zimmerman PA, Menard D et al. (2016) Complexity of Infection and Genetic Diversity in Cambodian Plasmodium vivax. PLoS Negl Trop Dis 10(3):e0004526 Epub 2016/03/29. 10.1371/journal.pntd.0004526 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Popovici J, Friedrich LR, Kim S, Bin S, Run V, Lek D et al. (2018) Genomic Analyses Reveal the Common Occurrence and Complexity of Plasmodium vivax Relapses in Cambodia. mBio 9(1) Epub 2018/01/25. 10.1128/mBio.01888-17 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.Carlton JM, Adams JH, Silva JC, Bidwell SL, Lorenzi H, Caler E et al. (2008) Comparative genomics of the neglected human malaria parasite Plasmodium vivax. Nature 455(7214):757–763. 10.1038/nature07327 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Veiga MI, Dhingra SK, Henrich PP, Straimer J, Gnädig N, Uhlemann A-C et al. (2016) Globally prevalent PfMDR1 mutations modulate Plasmodium falciparum susceptibility to artemisinin-based combination therapies. Nat Commun 7(1):11553. 10.1038/ncomms11553 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Valderramos SG, Fidock DA (2006) Transporters involved in resistance to antimalarial drugs. Trends Pharmacol Sci 27(11):594–601 Epub 20060925. doi: 10.1016/j.tips.2006.09.005. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Mayr C (2019) What Are 3’ UTRs Doing? Cold Spring Harb Perspect Biol.;11(10). Epub 20191001. 10.1101/cshperspect.a034728. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Wongsrichanalai C, Meshnick SR (2008) Declining artesunate-mefloquine efficacy against falciparum malaria on the Cambodia-Thailand border. Emerg Infect Dis 14(5):716–719. 10.3201/eid1405.071601 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 40.Wongsrichanalai C, Prajakwong S, Meshnick SR, Shanks GD, Thimasarn K (2004) Mefloquine–its 20 years in the Thai Malaria Control Program. Southeast Asian J Trop Med Public Health 35(2):300–308 [PubMed] [Google Scholar]
  • 41.Duraisingh MT, Cowman AF (2005) Contribution of the pfmdr1 gene to antimalarial drug-resistance. Acta Trop 94(3):181–190. 10.1016/j.actatropica.2005.04.008 [DOI] [PubMed] [Google Scholar]
  • 42.Veiga MI, Dhingra SK, Henrich PP, Straimer J, Gnadig N, Uhlemann AC et al. (2016) Globally prevalent PfMDR1 mutations modulate Plasmodium falciparum susceptibility to artemisinin-based combination therapies. Nat Commun 7:11553 Epub 20160518. 10.1038/ncomms11553 [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 43.RTS S /AS01 partially successful in preventing malaria in children (2015) Hum Vaccin Immunother 11(6):1298 Epub 2015/06/19. doi: 10.1080/21645515.2015.1056660. [DOI] [Google Scholar]
  • 44.Khim N, Andrianaranjaka V, Popovici J, Kim S, Ratsimbasoa A, Benedet C et al. (2014) Effects of mefloquine use on Plasmodium vivax multidrug resistance. Emerg Infect Dis 20(10):1637–1644. 10.3201/eid2010.140411 [DOI] [PMC free article] [PubMed] [Google Scholar]

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

All sequence data generated in this study have been deposited in the National Center for Biotechnology Information (NCBI) Sequence Read Archive under the BioProject ID XXXX. Custom scripts are available at https://github.com/ko-katie.


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