icronutrient Deficiencies in Early Pregnancy Are Co
- © 2005 The American Society for Nutritional Sciences
 
mmon, Concurrent, and Vary by Season among Rural Nepali Pregnant Women
1
               
                  
- Tianan Jiang, 
                     
 
- Parul Christian2, 
                     
 
- Subarna K. Khatry*, 
                     
 
- Lee Wu, and 
                     
 
- Keith P. West Jr
 
- 
Center for Human Nutrition, Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore,
                           MD 21205, and
                        
 
- 
*Nepal Nutrition Intervention Project-Sarlahi (NNIPS), Nepal Netra Jyoti Sangh, Tripureswor, Kathmandu, Nepal
                        
 
- ↵2To whom correspondence should be addressed. E-mail: pchristi{at}jhsph.edu.
                     
 
 
                  
Abstract
Pregnant women in developing countries are
 vulnerable to multiple micronutrient deficiencies. We investigated 
their prevalence
                     and seasonal variation as part of a baseline 
assessment in a population-based, maternal micronutrient supplementation
 trial
                     conducted in the rural Southeastern plains of 
Nepal. Serum concentrations of 11 micronutrients were assessed in 1165 
pregnant
                     women in the 1st trimester before supplementation. 
Using defined cutoff values, the prevalence of deficiencies of vitamins
                     A, E, and D were 7, 25, and 14%, respectively. 
Nearly 33% of the women were deficient in riboflavin, and 40 and 28% had
 serum
                     vitamin B-6 and B-12 deficiencies, respectively. 
Only 12% of the women were folate deficient, but 61% were zinc 
deficient.
                     The prevalence of low serum iron concentration was 
40%, and 33% were anemic (hemoglobin < 110 g/L). Multiple 
micronutrient
                     deficiencies were common among pregnant women. Over
 10% of the pregnant women were both anemic and deficient in B-complex
                     vitamins, whereas 22% of women were both anemic and
 zinc deficient. Only 4% of women had no deficiency, whereas ∼20% of the
                     women had 2, 3, or 4 deficiencies. Almost 18% of 
women had ≥5 deficiencies. Micronutrient status varied by season; it was
                     generally best during the winter months, except for
 serum vitamin D concentration, which peaked during the hot summer and
                     monsoon months. Women in rural South Asia are 
likely to begin a pregnancy with multiple micronutrient deficiencies 
that may
                     vary with seasonality in micronutrient-rich food 
availability.
                  
 
Micronutrient deficiency in women of 
reproductive age is recognized as a major public health problem in many 
developing countries
                  (
1–
4).
 Pregnant women are particularly vulnerable to nutritional deficiencies 
because of the increased metabolic demands imposed
                  by pregnancy involving a growing placenta, fetus, and 
maternal tissues, coupled with associated dietary risks (
5,
6). In turn, maternal undernutrition may predispose a mother to poor health, including infection, pre-eclampsia/eclampsia,
                  and adverse pregnancy outcomes such as premature birth and intrauterine growth retardation (
1,
2). Micronutrient deficiencies tend to coexist in impoverished settings in part because of uniformly low consumption of foods
                  rich in multiple micronutrients.
               
 
Maternal iron deficiency and consequent 
anemia comprise a major problem in developing countries, affecting 
>50% of women during
                  pregnancy (
1–
3). Other micronutrient deficiencies are likely to be widely prevalent, especially those of iodine, zinc, vitamin A, and the
                  vitamin B-complex (
1–
3,
7). However, little information is available on the extent and severity of multiple micronutrient deficiencies during pregnancy
                  in community-based studies (
8,
9).
 Most data on vitamin status are from select populations, hospital-based
 settings, or are from cross-sectional studies in
                  which nutrient status was assessed at varying single 
time points during gestation. Because marginal micronutrient deficiency
                  in the 1st trimester could lead to more severe 
deficiency later on due to stresses imposed by pregnancy and parturition
 (
10), nutritional status in early pregnancy may be an important predictor of nutritional risk in late pregnancy (
8). In addition, seasonality appears to markedly influence the prevalence of deficiency (
7,
11,
12), which may sometimes result in unexpected patterns and interpretation of micronutrient deficiencies.
               
 
In previous studies, we documented a high prevalence of vitamin A and iron deficiency anemia among Nepali pregnant women (
13–
15)
 at various stages of pregnancy. In the present study, we investigated 
the prevalence of deficiency for vitamins A, E, D,
                  riboflavin, B-6, B-12, folate, zinc, iron, and copper 
during early pregnancy (<12 wk) in a rural population of Nepalese 
pregnant
                  women using published serological cutoff values. The 
coexistence of multiple deficiencies and seasonal variations in 
micronutrient
                  status were also examined.
               
 
                  
SUBJECTS AND METHODS
                     
                     
                        
                        
Study design and population.
The present study utilized baseline data collected from a double-masked, cluster-randomized, controlled trial conducted in
                           the Southeastern plains District of Sarlahi, Nepal, from December 1998 to April 2001 (
15,
16).
 The main objectives of the trial were to ascertain the effect of daily 
maternal supplementation with folic acid, folic
                           acid + iron, folic acid + iron + zinc, and a 
multiple micronutrient formulation, all with vitamin A, compared with an
 active
                           placebo (containing vitamin A alone), on 
reducing low birth weight, fetal loss, and infant mortality and 
morbidity. The study
                           was approved by the ethical review committees
 of the Ministry of Health in Nepal and the Johns Hopkins Bloomberg 
School of
                           Public Health in Baltimore, MD.
                        
 
To identify pregnancies in early 
gestation, all eligible women of reproductive age (married women, 15–45 y
 of age who were
                           not menopausal, sterilized, or not already 
breast-feeding an infant < 12 mo of age) in the study area were 
visited every 5
                           wk and monitored for pregnancy. Pregnancy was
 ascertained with a urine test (human chorionic gonadotrophin antigen 
test; Clue,
                           Orchid Biomedical Systems) among women who 
had reportedly not menstruated in the past 30 d. Women who tested 
positive were
                           enrolled after obtaining consent. At 
enrollment, newly identified pregnant women were administrated a 
baseline interview to
                           obtain data on 1-wk frequencies of symptoms 
of morbidity, intake of food, alcohol, and tobacco use, and information 
on household
                           socioeconomic status. Anthropometric 
measurements included weight, height and mid-upper arm circumference 
(MUAC)
3 measurements.
                        
 
Of 30 village development 
communities, comprising approximately one third of the total in the 
study area, 9 were selected
                           to represent different geographic and ethnic 
communities; all had reasonable access to the main roads and relative 
proximity
                           to the project laboratory. Women from these 
communities were invited to participate in a substudy involving venous 
blood collection
                           for subsequent serum analysis of 
micronutrient status twice during pregnancy, before supplementation and 
in the third trimester.
                           The samples were drawn via venipuncture and 
collected into 7-mL trace metal-free vacuum test tubes (Vacutainer, 
Becton Dickinson).
                           The vacutainers containing blood were kept on
 ice and brought to the clinic where they were centrifuged at 750 × g
 for 20 min to separate the serum. Serum aliquots were placed into trace
 element–free cryotubes (Nalgene Company, Sybron International),
                           stored in liquid nitrogen tanks, and shipped 
to the Johns Hopkins Bloomberg School of Public Health in Baltimore, MD,
 where
                           they were stored at −80°C before analyses.
                        
 
                        
                        
Laboratory analysis.
Hemoglobin (Hb) assessment was done 
on the spot using a homeglobinometer (HemoCue). Serum ferritin 
concentration was analyzed
                           with ELISA procedures using a commercial 
fluoroimmunometric assay (DELFIA® Ferritin, Perkin Elmer Wallac). The 
interassay
                           CV for ferritin was ∼5%, using pooled serum 
samples. Serum iron, zinc, and copper concentrations were analyzed by 
atomic absorption
                           spectrometry (AAnalyst 600, Perkin Elmer). 
Serum folate was measured by a microbiological assay in 96-well 
microplates using
                           a chloramphenicol-resistant strain of 
Lactobacillus rhamnosus (NCIMB 10463) (
17). Serum vitamin B-12 was determined by a microbiological assay in 96-well microplates using a colistin-sulfate-resistant
                           strain of 
Lactobacillus lactis (NCIMB 12519) (
18,
19).
 Both microorganisms were cryopreserved and the cultures were stable for
 many months. The interassay CVs for folate and
                           vitamin B-12 were 7.6 and 8.4%, respectively.
 Serum 25-hydroxyvitamin D concentration was used to evaluate the 
vitamin D status,
                           determined by an immunoassay method with kits
 from the Nichols Institute. The inter- and intra-assay CVs were 16.4 
and 5.6%,
                           respectively.
                        
 
Serum retinol, β-carotene, and α-tocopherol were determined simultaneously by a reverse-phase HPLC (Beckman, System Gold)
                           attached to an autosampler (717 Plus AS, Waters) using a procedure described by Yamini et al. (
20) with modifications. The internal standard used was all-
trans-ethyl-β-apo-8′-carotenoate
 (Fluka Chem). The column (Allsphere ODS-2, 3 μm, 150 × 4.6 mm, Alltech 
Associate) was eluted isocratically
                           with a mobile phase consisting of 84% 
acetonitrile, 14% tetrahydrofuran, 6% methanol (added 0.2% ammonium 
acetate), and 0.1%
                           triethylamine. Quality control was maintained
 by repeated analyses of standard reference material (SRM, 968c, the 
National
                           Institute of Standards and Technology, NIST, 
Gaithersburg, MD) and pooled reference standards. The precision and 
accuracy
                           of the method were also assessed through 
participation in the Micronutrients Measurement Quality Assurance 
Program of Round
                           Robin Proficiency Testing from the NIST, in 
which 12 “unknown” samples are analyzed and submitted yearly for the 
entire study
                           period.
                        
 
Serum riboflavin concentration was 
determined as a surrogate for riboflavin using reverse-phase HPLC (model
 1100, Agilent
                           Technologies) with a fluorescence detector 
(Model FP-1520, Jasco). Before HPLC, 50 μL of serum was deproteinized 
using trichloroacetic
                           acid, and the supernatant was heated for 15 
min. HPLC was performed using C18-coated silica column 
(Alltech) with a mobile phase consisted of 65% (v:v) 5 mmol/L ammonium 
acetate and 35% (v:v) methanol.
                           Fluorescence excitation and emission 
wavelengths were 460 and 525 nm, respectively. The minimum detectable 
concentration was
                           0.35 nmol riboflavin/L. Intra- and interassay
 CVs were 1.5 and 4.8%, respectively, using pooled human serums. The 
serum concentration
                           of pyridoxal 5′-phosphate, the active form of
 vitamin B-6, was measured using HPLC. The serum (100 μL) was 
deproteinized by
                           the addition of perchloric acid. Precolumn 
derivatization was performed with potassium cyanide. The fluorescent 
cyanide derivatives
                           were detected by fluorometry (Model FP-1520, 
Jasco) with wavelengths for excitation at 318 nm and for emission at 418
 nm.
                           The analytical HPLC column was an Alltech 3 
μm ODS (C18), with a guard column packed with 40 μm C18
 material (Alltech). The mobile phase was 50 mmol/L potassium phosphate 
buffer (pH 3.2) containing 50 mmol/L sodium perchlorate
                           and mmol/L heptane sulfonic acid. The minimum
 detectable concentration was 2 nmol/L. Published cutoff values for 
defining
                           deficient concentrations of micronutrients 
were used.
                        
 
                        
                        
Statistical analysis.
Descriptive statistical tests were applied to maternal biological, demographic and socioeconomic, and biochemical variables.
                           Maternal age, gestational age at sample collection, BMI (calculated as kg/m2), and biochemical variables were treated as continuous variables, and diet and seasons were treated as categorical variables.
                        
The proportion of women with 
deficient status was calculated for single and multiple micronutrients. 
We defined the 4 seasons
                           as follows: Spring (March–May), Summer 
(June–August), Fall (September–November), and Winter 
(December–February). Univariate
                           analyses were done to examine the association
 between season and micronutrient status. We performed step-wise 
multiple linear
                           regression analyses to assess seasonal 
variation in micronutrient concentration using Spring as the reference 
season. Maternal
                           age, gestational age, BMI, parity, tobacco 
and alcohol use, socioeconomic status, and ethnicity were adjusted in 
the model.
                           The prevalence of micronutrient deficiency 
was determined for each season, and significant differences among the 
prevalence
                           were assessed using χ2 analyses. The results were expressed as means ± SD, and a P-value
 of <0.05 was considered significant. Statistical analyses were 
performed using SAS software version 8.2 (SAS Institute).
                        
 
 
 
                  
RESULTS
Over a period of 2 y, 1316 (26.3%) of a 
total of 4996 pregnant women were eligible for enrollment into the 
substudy of the
                     trial. Of these, 1165 (88.5%) agreed to a venous 
blood draw at baseline, and a few more agreed to a finger prick (n
 = 67) allowing us to do Hb assessments on a total of 1232 (93.6%) 
women. Sample size varied across the micronutrient determinations
                     (n = 1158–1165) because of inadequate quantities of serum in some cases.
                  
Maternal age and gestational age at 
enrollment were 23.6 ± 6.0 y and 10.9 ± 4.6 wk, respectively; 26% of the
 women were nulliparous.
                     The women were stunted with a height of 150.5 ± 5.5
 cm; 14% were below the cutoff value of 145 cm (
21). Subjects were also thin and wasted with a MUAC of 21.9 cm, and BMI of 19.3 kg/m
2.
                  
 
Serum micronutrient concentrations were normally distributed during early pregnancy except for riboflavin, vitamin B-12, folate,
                     and ferritin, which were slightly skewed to the left (
Table 1).
                  
 
                     
TABLE 1 
                        
Mean, median, and percentile distributions of serum concentrations of vitamins, trace minerals, and Hb indices among Nepalese
                              pregnant women in the 1st trimester
 
 
Using defined cutoff values (
7,
13,
22–
29),
 the prevalence of deficiencies of vitamins A, E, and D were 7, 25, and 
14%, respectively. Nearly one third of the women
                     were deficient in riboflavin, and 40 and 28% had 
serum vitamin B-6 and B-12 deficiencies, respectively. Only 12% of the 
women
                     were folate deficient, but 61% were zinc deficient.
 The prevalence of low serum iron concentration was 40%, whereas 33% 
were
                     anemic (hemoglobin < 110 g/L). Multiple 
micronutrient deficiencies were common among pregnant women. Over 10% of
 the pregnant
                     women were both anemic and deficient in B-complex 
vitamins, whereas 22% of women were both anemic and zinc deficient. 
Because
                     zinc deficiency was the most common micronutrient 
deficiency, occurring in ∼60% of women, it was also the most frequent 
coexisting
                     micronutrient deficiency (
Table 2).
 Only 4% of women had no deficiency, whereas 14.3, 21.5, 20.6, 21.9, and
 17.7 had 1, 2, 3, 4, or 5 or more deficiencies,
                     respectively (data not shown). Women who were 
deficient in certain nutrients were more likely to have other 
micronutrient
                     deficiencies (
Table 3).
 For example, among the women with vitamin A deficiency, a higher 
proportion was deficient in vitamin E (70%), vitamin B-6
                     (52%), or riboflavin (44%) or were anemic (49%) 
relative to the overall prevalence of these in the population. The 
prevalence
                     of micronutrient deficiencies differed by season (
Table 4).
 Overall, most micronutrient deficiencies assessed tended to be less 
prevalent during the winter season. Serum retinol concentrations
                     were significantly lower in the hot and humid 
monsoon season (April–September), whereas β-carotene and vitamin B-6 
concentrations
                     were higher in summer and winter than in other 
seasons (
Fig. 1).
 As expected, vitamin D levels were lowest in the winter months and 
highest in summer (June–August) and fall (September–November).
                     Serum zinc concentrations were higher in fall and 
lower in summer. Multiple regression analysis also revealed that with 
the
                     exception of vitamin D and copper, women had better
 micronutrient status during the winter months (December–February) than
                     in the other seasons (data not shown).
                  
 
                     
TABLE 2 
                        
The prevalence of concurrent deficiencies of 2 micronutrients among Nepalese pregnant women in the 1st trimester1
 
 
                     
TABLE 3 
                        
Prevalence 
of micronutrient deficiencies among Nepalese pregnant women in the 1st 
trimester by the presence of an index micronutrient
                              deficiency1
 
 
                     
TABLE 4 
                        
The prevalence of micronutrient deficiency by season among Nepalese pregnant women in the 1st trimester1, 2
 
 
                     
FIGURE 1 
                        
Seasonal 
variation in mean serum micronutrient concentrations among Nepalese 
pregnant women in the 1st trimester over a 2-y
                           period from December 1998 until April 2001. 
As shown on the figure keys, concentrations of some nutrients were 
adjusted to
                           scale: retinol level was adjusted upward by a
 factor of 10, β-carotene by a factor of 100, and zinc by a factor of 2,
 whereas
                           vitamin D concentration was adjusted downward
 by a factor of 2 and vitamin B-12 by a factor of 10.
                        
 
 
 
                  
DISCUSSION
In the present study we documented that 
the prevalence of multiple micronutrient deficiencies was common among 
women in the
                     1st trimester of pregnancy in rural Nepal, likely 
reflecting dietary inadequacy as they entered pregnancy. Because 
micronutrient
                     status was assessed at a gestational age of 10.9 ± 
4.6 wk, the confounding effect of hemodilution that peaks in the 3rd 
trimester
                     (
30,
31) was likely to be minimal.
                  
 
The present study has several advantages 
over previous studies that examined micronutrient status during 
pregnancy. Apart
                     from having a large sample size, a wide range of 
micronutrients was examined simultaneously in a community-based study, 
allowing
                     estimation of the extent of maternal micronutrient 
deficiencies in early pregnancy in this rural Nepali setting. In 
addition,
                     we report the extent to which multiple deficiencies
 coexist, data that are scarce in rural developing country settings. The
                     results of the present study also have the 
potential to provide valuable reference values for assessing nutritional
 status.
                     However, the assessment of vitamin and mineral 
status during pregnancy is complicated because there is a general lack 
of pregnancy-specific
                     laboratory indices for nutritional evaluation (
6), and pregnancy itself may alter “normal” values (
9) independently of the effects of hemodilution. Furthermore, because of the lack of standardization of the assay and different
                     cutoff values to define deficient status, the prevalence of a nutrient deficiency may vary between studies.
                  
 
Inadequacy of a single nutrient is most 
likely associated with deficiencies of other micronutrients. Our 
population study
                     provides evidence that rural pregnant women in 
South Asia are likely to suffer from multiple deficiencies. This was 
evident
                     from our estimate that simultaneous deficiencies 
for ≥2 micronutrients affected 82% of women who entered the trial early 
in
                     pregnancy. The likelihood of certain micronutrient 
deficiencies was higher in the presence of specific other micronutrient
                     deficiencies, suggesting potential metabolic 
interactions. For example, among women with vitamin A deficiency, nearly
 half
                     or more also had vitamin E, riboflavin, and vitamin
 B-6 deficiencies and were anemic, substantially above their respective
                     univariate rates in the population. Joint, 
apparently noninteractive deficiencies were also evident, suggested by 
comparable
                     index and conditional prevalences. For example, 
B-complex vitamin (riboflavin, vitamins B-6 and B-12) and iron 
deficiencies
                     were comparable irrespective of concurrent zinc 
deficiency, possibly derived in part from a shared dietary deficit of 
good
                     food sources such as meat, little of which is 
consumed in this setting (data not shown) and elsewhere in rural South 
Asia.
                     Compounding the adverse effects of infrequent 
intake of micronutrient-rich foods is also a diet that is 
characteristically
                     high in inhibitors of mineral absorption. Phytates,
 for example, which are abundant in rice and other grains, inhibit zinc
                     absorption in particular (
32); this could help explain the higher prevalence of this nutrient deficit.
                  
 
Coexisting nutritional deficiencies could reduce the potential benefit of a single nutrient supplement in improving nutrition
                     status and morbidity (
33,
34). The role of vitamin deficiencies in the etiology of anemia was described (
33–
36). Specifically, vitamin A, riboflavin, vitamin B-6, vitamin B-12, and folate exert hematopoietic function (
35–
37), suggesting that anemic women should possibly be supplemented not only with iron but also with vitamin A (
33) and other micronutrients (
36,
37).
 However, less is known about metabolic interactions of micronutrients. 
Zinc may interact with vitamin A to potentiate the
                     effect of vitamin A in restoring night vision among
 night-blind pregnant women with low initial serum zinc concentrations
                     (
38).
                  
 
The diet of the majority of rural Nepalese is monotonous and low in vegetables and animal sources (
39); it is highly dependent on a largely local market system and seasonal availability. In Nepal, in the period before the monsoon
                     season, the availability of fruit and vegetables drops dramatically, causing an increase in their prices (
39).
 The rainy monsoon season causes pronounced seasonal shortages, whereas 
vegetables tend to be more abundant in the dry,
                     mid-winter season. Such variation in availability, 
and cost, of various foods can affect the status of certain 
micronutrients.
                     In the present study, for example, biochemical 
concentrations of most, although not all, assessed micronutrients were 
higher
                     in the dry, mid-winter months. Alternatively, late 
dry season concentration peaks in serum β-carotene and vitamin B-6 
presumably
                     correspond to the mango harvest and to increased 
banana availability at that time of year in the southeastern plains of 
Nepal.
                     Previously, we found maternal night blindness 
prevalence to increase during the hot summer months before the monsoon 
season,
                     but then to decline during the short mango season 
in June–July (
40), mimicking the seasonal dynamic in xerophthalmia that has long been reported among South Asian children (
41). A seasonal pattern in Hb was similar to that reported by Bondevik et al. (
12)
 in pregnant women in a hospital setting in Nepal, in which the 
prevalence of anemia was highest during and after the monsoon
                     period. No seasonal variation was observed in serum
 concentrations of vitamin B-12 and ferritin, similar to reports by 
Ronnenberg
                     et al. (
7) among Chinese women and Backstrand et al. (
42)
 among Mexican women. Vitamin D concentrations peaked in the monsoon and
 hot summer months, presumably in response to increased
                     exposure to sunlight. Exposure to UV light during 
the monsoon season may be high, despite cloud cover, because of the 
planting
                     and other agricultural work in which women may be 
involved during this season (
43).
 Knowing the high-risk seasonal periods for maternal micronutrient 
deficiencies can aid in developing and targeting interventions
                     for their control.
                  
 
In summary, we report here the population
 prevalence of low and deficient maternal status with respect to 
multiple micronutrients
                     in the Southern plains of Nepal, based on published
 serum concentration cutoff values. We found that >80% of women 
exhibited
                     evidence of ≥2 micronutrient deficiencies, and that
 seasonality can markedly and differentially influence maternal status,
                     likely associated with seasonality of 
micronutrient-rich foods as well as other potential epidemiologic risk 
factors (e.g.,
                     infection). Because the findings reflect maternal 
status in the 1st trimester of pregnancy, they may be also taken to 
represent
                     the burden of micronutrient deficiency in rural 
women of reproductive age in this population, and provide regional 
guidance
                     on approaches and timing to the control of multiple
 micronutrient deficiencies early in pregnancy and throughout the 
reproductive
                     years in rural South Asia.
                  
 
                  
Acknowledgments
Apart from the authors, the following 
members of the Nepal study team helped in the successful implementation 
of the study:
                     Steven C. LeClerq, Sharada Ram Shrestha and Jonne 
Katz; Field Managers Tirtha Raj Shakya and Rabindra Shrestha; Field 
Supervisors
                     Uma Shankar Sah, Arun Bhetwal, Gokarna Subedi, and 
Dhrub Khadka; and Laboratory Scientist Tracey Wagner for conducting 
laboratory
                     analyses. Special thanks to the team of 
phlebotomists for their hard work in conducting home-based blood 
collection, which
                     made this analysis possible; Elizabeth K. Pradhan 
and Gwendolyn Clemens for computer programming and data management; Ravi
                     Ram, Seema Rai, and Sunita Pant for data cleaning 
and supervision.
                  
 
                  
Footnotes
- 
                        
↵1
 This work was carried out by the Center for Human Nutrition, the 
Department of International Health of the Johns Hopkins
                           Bloomberg School of Public Health, Baltimore,
 MD, in collaboration with the National Society for the Prevention of 
Blindness,
                           Kathmandu, Nepal, under the Micronutrients 
for Health Cooperative Agreement No. HRN-A-00-97-00015-00 and the Global
 Research
                           Activity Cooperative Agreement No. 
GHS-A-00-03-00019-00 between the Johns Hopkins University and the Office
 of Health, Infectious
                           Diseases and Nutrition, United States Agency 
for International Development, Washington, DC, and grants from the Bill 
and Melinda
                           Gates Foundation, Seattle, WA; UNICEF, 
Kathmandu, Nepal; and, the Sight and Life Research Institute, Baltimore,
 MD.
                        
 
 
- 
                        
↵3
 Abbreviations used: Hb, hemoglobin; MUAC, mid-upper arm circumference; 
NIST, the National Institute of Standards and Technology.