Antibody profiles to plasmodium merozoite surface protein-1 in Cambodian adults during an active surveillance cohort with nested treatment study
- Michele D. Spring1,
- Sathit Pichyangkul1,
- Chanthap Lon1Email author,
- Panita Gosi1,
- Kosol Yongvanichit1,
- Utaiwan Srichairatanakul1,
- Amporn Limsalakpeth1,
- Chaiyaporn Chaisatit1,
- Soklyda Chann1,
- Sabaithip Sriwichai1,
- Montida Auayapon2,
- Suwanna Chaorattanakawee1,
- Sheetij Dutta3,
- Satharath Prom4,
- Char Meng Chour5,
- Douglas S. Walsh6,
- Evelina Angov3 and
- David L. Saunders1
© Spring et al. 2016
Received: 30 August 2015
Accepted: 17 December 2015
Published: 8 January 2016
In addition to evidence for a protective role of antibodies to the malaria blood stage antigen merozoite surface protein 1 (MSP1), MSP1 antibodies are also considered as a marker of past malaria exposure in sero-epidemiological studies.
In order to better assess the potential use of MSP1 serology in malaria chemoprophylaxis trials in endemic areas, an analysis for the prevalence of antibodies to both Plasmodium falciparum and Plasmodium vivax MSP142 in healthy Cambodian adults was conducted at two sites as part of an active, observational cohort evaluating the efficacy of dihydroartemisinin-piperaquine (DP) for uncomplicated malaria (ClinicalTrials.gov identifier NCT01280162).
Rates of baseline sero-positivity were high (59 and 73 % for PfMSP142 and PvMSP142, respectively), and titers higher in those who lived in a higher transmission area, although there was little correlation in titers between the two species. Those volunteers who subsequently went on to develop malaria had higher baseline MSP142 titers than those who did not for both species. Titers to both antigens remained largely stable over the course of the 4–6 month study, except in those infected with P. falciparum who had multiple recurrences.
These findings illuminate the difficulties in using MSP142 serology as either a screening criterion and/or biomarker of exposure in chemoprophylaxis studies. Further work remains to identify useful markers of malarial infection and/or immunity.
KeywordsMalaria Antibodies Merozoite surface protein 1 Biomarker Chemoprophylaxis
As US armed forces continue to deploy to malaria endemic areas for both military and humanitarian missions, development of efficacious anti-malarial chemoprophylaxis with convenient regimens and minimal side effects remains a top priority for the Department of Defense . Weekly mefloquine administration is associated with well-described neuropsychiatric toxicity requiring mental health evaluation, and recently received a 2nd black box warning for this from the US Food and Drug Administration (FDA) [2, 3]. Currently favoured options include daily doxycycline, which may have lower compliance than mefloquine and considerable side effects, or atovaquone/proguanil, which is both expensive and susceptible to resistance .
Historically, chemoprophylaxis agents have been licensed based on the results of placebo-controlled studies in semi-immune volunteers. However, this approach raises two ethical dilemmas—justification for the use of placebo and post-trial access for the study population . Non-inferiority studies between active comparator drugs is an alternative approach hampered by the logistical challenges and costs associated with very large sample sizes needed to compare products with 95 % or better efficacy. This was underscored in a trial comparing weekly mefloquine with tafenoquine in Australian soldiers deployed to East Timor. While there were no cases of Plasmodium falciparum malaria in either treatment arm, true efficacy could not be determined due to lack of a surrogate endpoint for malaria exposure , and required an estimate based on attack rates in nearby indigenous personnel . Another key challenge is extrapolation of chemoprophylactic efficacy results from semi-immune populations living in endemic areas to non-immune travelers, a population who may be at great risk for more severe illness.
A surrogate biomarker for malaria exposure would ensure future active comparator trials are interpretable. Antibodies to blood stage malaria antigens, such a merozoite surface protein 1 (MSP1), have been evaluated in sero-epidemiological surveys as estimates of malaria exposure [8, 9]. The serologic stability of MSP1 make it an attractive candidate as a surrogate endpoint of exposure for chemoprophylaxis trials, but unfortunately, in a proof-of-concept P. falciparum controlled human malaria infection (CHMI) study by Moon et al. , antibodies to PfMSP142 were not induced in malaria-naive, healthy volunteers taking mefloquine chemoprophylaxis with strict clinical and parasitologic monitoring; however, it may be possible that assessment MSP142 as a surrogate biomarker in endemic populations may be of more utility.
The US and Cambodian militaries have recently been working to develop new anti-malarial chemoprophylaxis agents . Malaria in Cambodia is characterized by a low incidence of P. falciparum and Plasmodium vivax infections in roughly equal proportion, focal transmission by forest-dwelling Anopheles mosquitoes with sporadic infections, all occurring in the epicenter of anti-malarial resistance [12–15]. Cambodian military personnel deploying from the non-endemic urban areas of Cambodia to forested areas along the border may be essentially malaria-naïve and at risk. This investigation assessed MSP142 titers in a cohort of healthy asymptomatic Cambodian soldiers in a malaria endemic area  in order to evaluate its utility as a biomarker for pre-existing immunity as well as a surrogate endpoint of malaria exposure for future chemoprophylaxis studies.
Serum samples were isolated from 5 ml of peripheral blood drawn from volunteers enrolled in an IRB-approved study conducted in Anlong Veng District, Oddor Meanchey Province, Cambodia. From September 2010 until February 2011, a two-arm, randomized, open-label trial of 2- versus 3-day treatment regimen of dihydroartemisin-piperaquine (DP) nested within an active observational cohort study was conducted as previously reported (ClinicalTrials.gov identifier NCT01280162) . Briefly, 256 volunteers were recruited and screened from two sites in Anlong Veng District, designated Site A and Site B. The former was near a village along the forest fringe, while the latter was in a remote, densely forested area. Two hundred twenty-two volunteers were enrolled and followed until 80 volunteers (representing a 40 % cumulative attack rate over 4 months) became infected with uncomplicated P. falciparum or P. vivax malaria and were treated with 2 or 3 days of DP. Blood was drawn for antibody titers at screening/enrollment, time of malaria infection, 42 days after completion of DP therapy, and any time of malaria recurrence. Recurrent cases were distinguished as recrudescence or reinfection by genotyping for MSP-1, MSP-2, and GLURP (glutamate-rich protein) allelic variants as previously described . Genotyping for P. vivax recurrences was not performed.
The 3D7 allele of the 42-kDa recombinant protein, P. falciparum merozoite surface protein-1 (MSP-142), was provided by Dr. Evelina Angov, manufactured at WRAIR as described in . This is an E. coli expressed, recombinant protein with 391 amino acids, of which 17 are non-MSP-142 amino acids fused to the N-terminus (bp 4087–5208, GenBank accession number Z35327, encoding amino acids 1362–1736).
Plasmodium vivax merozoite surface protein-1 (MSP-142), was provided by Dr. Sheetij Dutta, WRAIR, and is also an E. coli expressed, recombinant protein based on the P. vivax Sal I allele, 380 amino acids long, consisting of 18 non-MSP-142 amino acids fused to the N-terminus part of MSP-142 (amino acids 1350–1789) . Also assessed in preliminary enzyme-linked immunosorbent assay (ELISA) comparisons of titers were the CAMP and FVO alleles of P. falciparum MSP-142, kindly provided by Dr. Evelina Angov.
Plates were coated with 100 µl PfMSP142 and PvMSP142 at 1 µg/ml and allowed to incubate overnight at 4 °C. Plates were washed four times and blocked with 3 % bovine serum albumin-phosphate buffered saline with Tween 20 (BSA-PBST) for 1 h; the samples were loaded at serial twofold dilution. After 2 h incubation at 37 °C, plates were washed four times and incubated for 2 h at 37 °C with peroxidase-conjugated anti-human IgG(γ) (KPL, Inc., Gaithersburg, MD, USA) at 1:8000. The plates were washed four times and incubated with ABTS substrate (KPL, Inc., Gaithersburg, MD, USA) for 30 min at room temperature. The reaction was stopped with stop solution (KPL, Inc., Gaithersburg, MD, USA) and plates read on an automatic plate reader Spectromax340PC. The absorbance at 405 nm was determined for each well with the resulting data applied to a four parameter logistic curve using Softmax Pro Version 5.2 software (Molecular Devices Corporation, CA, USA). The serum dilution required to yield an optical density of 1.0 was defined as the titer. Positive controls consisted of plasma samples from highly reactive sera. Negative controls consisted of pooled plasma from individuals from Thailand obtained through the Thai Red Cross. Before running all study samples, 10 random serum samples were selected to compare ELISA titers among the three main haplotypes of PfMSP142 (CAMP, FVO and 3D7). The titers were similar among the three alleles (data not shown), suggesting strong serologic cross-reactivity in this small sample subset from Cambodia. Thus the Pf3D7 allele was selected for all study ELISAs.
MSP1 42-kDa region genotyping (PCR and sequencing)
Genotyping of PfMSP1 42-kDa region was determined by using semi-nested PCR, and PfMSP119 then sequenced to determine allelic haplotype. Primer sequences (Prima Scientific Co., Ltd.,) were as described previously . The PCR products from the primary PCR, 1124 and 1072 bp for MAD20 or K1, respectively, were used as template for amplifying PfMSP119 which yielded 435 and 426 bp of PCR product, respectively. Genomic DNA was extracted by using MagNA Pure compact instrument (Roche Diagnostics Ltd., Rotkreuz, Switzerland) according to manufacturer’s instruction. The primary and secondary PCR reactions were carried out in 25 µl reaction volume on Peltier Thermal Cycler (MJ Research, Waltham, MA, USA). Master Mix of both PCRs was comprised of 1× PCR buffer with MgCl2 (Qiagen®, Valencia, CA, USA), 0.1 µM of primers, 0.2 mM of dNTP (Roche Applied Science, Germany) 0.1 U/µl of Taq polymerase (Qiagen® Valencia, CA, USA), and extracted DNA (adjusted concentration to 3 ng/µl). PCR conditions were as follows: pre-denaturation at 94 °C for 1 min followed by 40 cycles (35 cycles for secondary PCR) of denaturation at 94 °C for 45 s, annealing at 53 °C for 45 s (55 °C for secondary PCR), extension at 60 °C for 5 min. The PCR products were loaded on 1 % agarose gel, stained with ethidium bromide, and visualized under UV illumination (VersaDoc®, BIORAD, Hercules, CA, USA). For the secondary PCR, PfMSP119 variants; E/TSR/L, E/TSG/L, E/KNG/F, and Q/KNG/L with GenBank accession number HM569746, HM569747, HM569748, and HM569750, respectively, were used as reference strains in sequence alignment. PCR products were purified by using a PCR purification kit (Qiagen®, Valencia, CA, USA) prior to sequencing. Sequencing was performed at AIT Biotech, Pte, Ltd., (Singapore) and was analysed and aligned by using BioEdit Sequence Alignment Editor Software (version 7.2.5).
Prism v 6.0 was used for statistical analyses. The geometric mean antibody titer at each time point was determined with 95 % confidence intervals. Negative controls were determined by ELISA analysis of serum samples from ten non-malaria infected healthy Thai adults living in Bangkok. The geomean titer of negative controls for P. falciparum MSP1 was 225 units and for P. vivax MSP1, 379 units. Cut-off for seropositivity was defined as >3 standard deviations (SDs) above the geomean, or 360 and 494 units for P. falciparum and P. vivax, respectively. Comparison of numbers of volunteers seropositive or seronegative was performed by using Fishers exact tests with two-tailed p values. To compare level of titers, the data was log transformed to obtain normal distribution and the geomean titers reported. Titers were compared either using unpaired t tests or one-way ANOVA with Tukeys post-test comparisons and comparisons between vivax and falciparum titers done using Pearson’s correlation coefficient. The multiple regression analysis was conducted separately using SAS v 9.2.
Titers and sero-positivity to Plasmodium falciparum and Plasmodium vivax MSP142 in adults in northern Cambodia
When timing of malaria episodes was grouped into <12 months ago, more than 12 months ago and never (Fig. 1b), P. falciparum and P. vivax MSP1 titers in site A were significantly higher in those with malaria within 12 months than for those not having malaria within the past year or never, p = 0.0117 and p = 0.0057, respectively (one-way ANOVA with Tukeys post-test). At site B, titers to both antigens were not different among the three groupings of malaria timings: PfMSP1 (p = 0.7734) and PvMSP1 (p = 0.1777, one-way ANOVA).
For malaria negative volunteers at enrollment, Site B participants were more often seropositive to PfMSP142: 70/101 or 69 %, compared to Site A participants: 57/113 or 50 % (p = 0.0036 Fishers exact test). The same was true for PvMSP142 with 88/101 (87 %) seropositive at site B versus 69/113 (61 %) at site A (p < 0.0001, Fishers exact test). Seropositivity rates per last reported malaria episode (three groupings) are shown in Fig. 1b underneath titer ranges. At Site A, there was a trend in decreasing number of seropositive volunteers with increasing time since last infection, while at Site B there was little difference in rates of seropositivity and last recalled malaria episode. Despite giving a history of never having malaria, 40 and 45 % of volunteers from Site A were seropositive for PfMSP142 and PvMSP142, respectively, with even higher rates for Site B: 61 and 87 %. Titers for both MSP142 antigens were similar if the volunteer reported having malaria 1, 2, 3, or >3 times in the past year (PfMSP142 titers 840, 1960, 4526 and 852 units respectively, one-way ANOVA, p = 0.13 and PvMSP142 titers 3912, 3157, 2108, 6437 units respectively, one way ANOVA, p = 0.65). Although nearly half (49 %) of volunteers were seropositive for both P. falciparum and P. vivax MSP1 at enrollment and only 17 % seronegative for both, there was only a weak correlation of titer levels between falciparum and vivax MSP142 at site A (r = 0.3262, Pearson correlation coefficient, p = 0.0004), and no correlation at site B (r = 0.123, Pearson correlation coefficient p = 0.2216).
Titers at enrollment and subsequent malaria infection
When analysed using multiple regression model, adjusting for time to infection and site of enrollment, those with higher titers to PfMSP142 at enrollment were still more likely to develop subsequent P. falciparum malaria than those who remained malaria-free over the course of the study (p = 0.0065). Likewise, volunteers subsequently developing P. vivax malaria had higher baseline PvMSP142 titers than those remaining malaria-free (p = 0.0006). This positive association also held for seropositivity. Of the 74 PfMSP142 volunteers seropositive at enrollment, 12 % went on to develop P. falciparum malaria compared to 2 % of 62 seronegative volunteers (relative risk 7.54, 95 % CI 0.98–57.9) while 39 % percent of those PvMSP142 seropositive subsequently developed P. vivax malaria versus 1 % of those who were PvMSP142 seronegative (relative risk 27.1, 95 % CI 3.8–193).
Since the ELISA assay plate antigen was the 3D7 allele of PfMSP142, the relationship between 3D7 antibody titers at enrollment and the infecting P. falciparum 42-kDa haplotype was examined. Protection by 3D7 MSP142 antibodies against homologous P. falciparum 3D7 infection could not be determined since sequencing of the 33 P. falciparum isolates revealed no 3D7/MAD20 alleles. The majority of isolates (26/33 or 79 %) were the 42-kDa CAMP allele, comprised of the MAD20 33-kDa plus the EKNGL 19-kDa haplotypes, while a minority (21 %) bore the FVO allele, comprised of the K1 33-kDa plus the QKNGL 19-kDa haplotype [20, 22]. Of those who had two P. falciparum infections, only one volunteer (178) had a new second P. falciparum infection (versus recrudescence for others). This volunteer had an initial CAMP infection in October followed by FVO infection in January at the time of discharge. The P. falciparum MSP1 3D7 titers rose from 6120 to 293,896 units, the third highest measured of any volunteer, suggesting recent exposure and induction of immune response toward the new parasite, albeit non-protective.
Do multiple malaria recurrences influence MSP1 titers?
Change in titers at study period end
The US military continues to develop new anti-malarial drugs and vaccines as part of its mission to protect the war fighter. Historically, anti-malarial chemoprophylaxis studies for licensure in Asia and elsewhere have used placebo-controlled study designs in semi-immune populations, with recent examples including tafenoquine in soldiers of the Royal Thai Army  and azithromycin in Indonesian soldiers . However, the declaration of Helsinki 2000 raised serious concerns regarding placebo-controlled study designs where alternative effective therapies exist . An established, validated biomarker for malaria infection would allow for calculation of protective efficacy in active-controlled malaria prevention studies. To this end, in 2009, Moon et al.  performed a CHMI study administering P. falciparum to healthy volunteers under mefloquine prophylaxis to assess seroconversion rates of P. falciparum MSP142, defined as a fourfold rise in titers. None of the volunteers seroconverted, and only four of six controls, those who did not receiving mefloquine who did develop malaria, seroconverted.
This study aimed to characterize background and changes in humoral P. falciparum and P. vivax MSP142 responses during a single malaria season in order to gain insight to malaria exposure and immunity in a low transmission setting with multidrug resistant malaria in northern Cambodia and lay the groundwork for malaria prophylaxis studies. The predominantly resident military population was a mix of self-reported malaria-naïve and semi-immune individuals; some were newly arrived from non-transmission areas while other long-term veterans had likely had multiple exposures over several years while stationed in malarious areas. Transmission varied substantially between the two study locations, with significantly higher attack rates during the cohort study at the forested site B compared to semi-urban site A . Baseline titers to P. falciparum and P. vivax MSP142 proteins in asymptomatic, aparasitemic adults varied greatly by individual, with a 1–5 log difference not directly attributable to geographic site nor reported clinical history of prior malaria infection. Geomean titers were higher in those reporting a malaria infection in the past year compared to those with no history of disease, but significant overlap existed, underscoring the lack of utility of a single serological measurement as marker of immunity. Based on sero-positivity rates, prior exposure seemed quite evident, particularly for P. vivax, even in those reporting no clinical history of malaria.
The wide variation in baseline serology is similar to prior sero-epidemiology studies in both high and low transmission settings. Fowkes et al.  found that titers to merozoite surface antigens P. falciparum and P. vivax AMA1 could fluctuate widely in pregnant women living in Thailand even when measured biweekly. Another study in northern Thailand found that in individuals with documented falciparum or vivax malaria infection in the past 6 years, only 48 % were sero-positive to PfMSP19 and 11 % to P. vivax MSP119 . Even in a hyperendemic transmission area in western Kenya, approximately 60 % of semi-immune children and adults surveyed did not have a humoral response to any of the three main allelic variants (CAMP, FVO and 3D7/MAD20) of PfMSP142 . This lack of correlation with reported malaria exposure history raises significant doubts regarding the utility of MSP1 antibodies as an enrolment criterion for malaria prevention studies in even low transmission areas requiring malaria-naïve volunteers. At best, aggregate seroprevalence data could be used to identify locations to conduct prevention trials a priori and/or to interpret study results after the fact.
Volunteers who did not get malaria during the course of the cohort study had essentially no change in titer. Mean PfMSP1 titers hovered just above the upper limit of seropositivity at both time points suggesting this is the natural ‘background’ titer of adults in rural Cambodia, although this would need to be validated during more than one transmission season. Ideally, sero-epidemiological studies conducted in areas with seasonal transmission would have humoral responses measured just before the onset of the transmission season. Since this study was nested in an active drug efficacy study, conducted several months after the rains had begun, baseline titer levels and rates of seropositivity may be overestimated. It is unclear if the high rate of sero-positivity signifies recent or remote infections, and it gives little indication of the number and species of prior infections, particularly for those with low titers. Regardless, the high rates did not appear to confer immunity.
Perhaps more importantly, there was little apparent ‘booster effect’ of baseline titers in response to infection, except for PfMSP142 for the four volunteers with three malaria infections during the study period. The PfMSP1 19-kDa haplotype for 10 of 11 infections for these four patients was EKNG; thus the higher titers do not represent a broadening of the immune responses by infection with different circulating haplotypes. With P. vivax infections, titers appeared either to wane or remain remarkably stable over time. As reported elsewhere, it is likely that the majority of P. vivax infections represented relapses , and this would suggest that relapsing infection does not stimulate a significant rise in humoral response. A recent publication by Chuquiyauri et al.  analysed antibody responses to P. vivax antigens by microarray in Peruvian patients with P. vivax mono-infection and found that both height and breadth of responses were not different in those who were determined to have relapse versus P. vivax re-infection. Moreover, boosting may not be seen due to longer half-lives of MSP1 titers in low to medium transmission areas. Wipasa et al.  used a mixed-effects regression model analysis to estimate the half-life of MSP1 in northern Thai volunteers to be 7.6 years. These evidences, combined with the data obtained here in northern Cambodia, strongly suggest MSP1 is unlikely to be a useful quantitative serologic marker for malaria exposure during a chemoprophylaxis study.
Alternative biomarkers to other antigens, such as antibodies to the circumsporozoite protein (CSP), which is located on the surface of the sporozoite, may be less affected by chemoprophylaxis. In an intervention-treatment-vaccination (ITV) study in healthy Dutch volunteers, those taking chloroquine prophylaxis during three successive mosquito-borne P. falciparum infections were protected from subsequent P. falciparum challenge and seroconverted to CSP but not AMA1 or GLURP . A study of Dutch soldiers under mefloquine prophylaxis while deployed to Zaire in 1994 showed 100 % efficacy while 11 % of soldiers had an increase in circumsporozoite antibodies, suggesting malaria exposure . Less is known about seroconversion with P. vivax malaria, although one study of deployed Thai soldiers found almost three-quarters contracted vivax malaria despite 62 % being PvCSP seropositive at deployment; those who were seronegative did seroconvert with acute illness though the rise in titers was modest and fell quickly . Thirty-eight percent of the Thai soldiers with documented, treated P. vivax malaria did not mount any CSP antibody response. There were not successive increases in CSP titers with relapses, a finding also demonstrated in Cambodian adults in this study, suggesting that a biomarker for P. vivax infection may be even more elusive. Whether pre-erythrocytic or erythrocytic, a single antigen may not suffice as a biomarker; thus, adding immunogenic antigens, such as MSP2 and schizont extract (SE) , or assessing the breadth of responses  plus newer bead arrays or microarrays [34, 35] may prove to be more useful, as biomarkers but these alternate approaches will need to be validated in chemoprophylaxis field studies.
In design of chemoprophylaxis studies in endemic areas, it is possible that innate immunity in semi-immune subjects may attenuate infection, thereby inflating the apparent protective efficacy of prophylactic drugs and overestimate their potential benefit to malaria-naïve individuals. The previous evidence for the protective role of P. falciparum and PvMSP1 in endemic areas has been mixed [36–39]. In this study, those with higher MPS1 titers to either species at enrollment were more likely to develop malaria, and the proportion of volunteers remaining malaria-free was almost evenly split between those who were seropositive and seronegative, suggesting these higher titers were more reflective of exposure than semi-immunity. No 3D7 haplotypes to the C-terminus of MSP1 were detected, the region of MSP1 to which functional antibodies are thought to act, yet titers to this allelic haplotype were highly induced, perhaps merely reflecting cross-reactive immune response between three haplotypes 3D7, CAMP, FVO [20, 36]. Cross-reactivity may not translate to cross-protection, although this may depend on haplotype, as it has been shown that vaccination with the FVO allele of PfMSP142 induces a better homologous and heterologous antibody response than the 3D7 allele of MSP142 . In addition, a traditional ELISA may not adequately capture function, as some antibodies have “blocking” activities and thus interfere with protective responses .
Evidence for the establishment and duration of both serologic markers and functional malaria immunity in subjects living in Southeast Asia remain limited. Compounding the complexities of assessment, unlike homologous laboratory strains used in challenge studies, malaria infections in endemic areas are frequently with heterologous strains or mixed species and responses reflecting the more complex transmission patterns such as observed in Cambodia. These factors combine to limit the current utility of serologic biomarkers of malaria immunity in malaria prevention studies. Studies to assess the development of a broader array of serologic biomarkers in controlled settings are needed.
Armed Forces Research Institute of Medical Sciences
apical membrane antigen 1
controlled human malaria infection
enzyme-linked immunosorbent assay
Food and Drug Administration
merozoite surface protein-1
polymerase chain reaction
Walter Reed Army Institute of Research
CL, DW and DS designed the study, with field site study coordination and execution by CL, SC, YS, SS, SP2 and CMC. Laboratory assays were performed by SP, PG, KY, UT, AL, CC. MS, SP, PG, CC, SC2, SD, EA, DS analysed and interpreted the data. All authors read and approved the final manuscript.
We would like to thank all the volunteers who participated in the clinical study. We would like to dedicate this manuscript in memory of our friend and colleague, Dr. Youry Se.
The opinions or assertions contained herein are the private views of the authors, and are not to be construed as official of as reflecting the views of the Department of the Army or the Department of Defense.
Dr. Evelina Angov declares a conflict of interest due to holding patents for two antigens used in this study: Plasmodium falciparum merozoite surface protein-1 (MSP1), both the 3D7 and FVO alleles. All other authors declare no competing interests.
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