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Progression of stunting and its predictors among school-aged children in western Kenya

Abstract

Objective:

The objectives of this study were (1) to assess whether a cohort of school-aged children experiences progression of stunting over a 2-y-period of observation and (2) to identify baseline nutritional and body composition risk factors for the progression of stunting.

Methods:

As part of a large-scale, randomized controlled trial assessing the impact of insecticide-treated bednets (ITNs) on nutritional status, we longitudinally followed a cohort of school-aged children over a 2-y-period in western Kenya. Anthropometric measurements were made at four time points from which Z-scores for height-for-age (HAZ), weight-for-age (WAZ), and body mass index (BMIZ) were calculated. Two measures of body composition, upper arm fat area and upper arm muscle area, were derived from mid-upper arm circumference (MUAC) and triceps skinfold thickness.

Results:

Subjects experienced a mean change in HAZ from baseline to 9 months of −0.16 [−0.19, −0.13], from baseline to 16 months of −0.18 [−0.22, −0.15], and from baseline to 24 months of −0.36 [−0.41, −0.31]. Thus, the average individual's change in HAZ at the three follow-up time points is significantly less than zero, meaning that, on average, the cohort is deviating further from NCHS reference medians over time. The baseline nutritional measure that explained the greatest amount of variance in the progression of stunting was the upper arm muscle area Z-score (F=8.1; P=0.005).

Conclusions:

This longitudinal study provides further evidence from a distinct ecological setting regarding the progression of undernutrition during middle childhood in the developing world. It suggests that school-aged children in the developing world do not experience catch-up growth or remain stable. Rather, they continue to deviate from NCHS standards, accruing greater height deficits with age. In addition, absolute lean body mass explained the most variability in the progression of stunting, which supports cross-sectional findings from other studies.

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References

  • Abdel Azim A, Sedky HA, el-Tahawy MA, Fikry AA & Mostafa H (1995): Serum levels of tumor necrosis factor in different stages of schistosomal infection. J. Egypt Soc. Parasitol. 25, 279–287.

    CAS  PubMed  Google Scholar 

  • Arpadi SM, Cuff PA, Kotler DP, Wang J, Bamji M, Lange M, Pierson RN & Matthews DE (2000): Growth velocity, fat-free mass and energy intake are inversely related to viral load in HIV-infected children. J. Nutr. 130, 2498–2502.

    Article  CAS  Google Scholar 

  • Arpadi SM, Horlick MN, Wang J, Cuff P, Bamji M & Kotler DP (1998): Body composition in prepubertal children with human immunodeficiency virus type 1 infection. Arch. Pediatr. Adolesc. Med. 152, 688–693.

    Article  CAS  Google Scholar 

  • Beasley NM, Hall A, Tomkins AM, Donnelly C, Ntimbwa P, Kivuga J, Kihamia CM, Lorri W & Bundy DA (2000): The health of enrolled and non enrolled children of school age in Tanga, Tanzania. Acta. Trop. 76, 223–229.

    Article  CAS  Google Scholar 

  • Beier JC, Oster CN, Onyango FK, Bales JD, Sherwood JA, Perkins PV, Chumo DK, Koech DV, Whitmire RE & Roberts CR et al. (1994): Plasmodium falciparum incidence relative to entomologic inoculation rates at a site proposed for testing malaria vaccines in western Kenya. Am. J. Trop. Med. Hyg. 50, 529–536.

    Article  CAS  Google Scholar 

  • Bertolini DR, Nedwin GE, Bringman TS, Smith DD & Mundy GR (1986): Stimulation of bone resorption and inhibition of bone formation in vitro by human tumour necrosis factors. Nature 319, 516–518.

    Article  CAS  Google Scholar 

  • Bloland PB, Boriga DA, Ruebush TK, McCormick JB, Roberts JM, Oloo AJ, Hawley W, Lal A, Nahlen B & Campbell CC (1999): Longitudinal cohort study of the epidemiology of malaria infections in an area of intense malaria transmission II. Descriptive epidemiology of malaria infection and disease among children. Am. J. Trop. Med. Hyg. 60, 641–648.

    Article  CAS  Google Scholar 

  • Boersma B & Wit JM (1997): Catch-up growth. Endocr. Rev. 18, 646–661.

    Article  CAS  Google Scholar 

  • Brooker S, Miguel EA, Waswa P, Namunyu R, Moulin S, Guyatt H & Bundy DA (2001): The potential of rapid screening methods for Schistosoma mansoni in western Kenya. Ann. Trop. Med. Parasitol. 95, 343–351.

    Article  CAS  Google Scholar 

  • Brown KH, Peerson JM, Rivera J & Allen LH (2002): Effect of supplemental zinc on the growth and serum zinc concentrations of prepubertal children: a meta-analysis of randomized controlled trials. Am. J. Clin. Nutr. 75, 1062–1071.

    Article  CAS  Google Scholar 

  • Eveleth P (1985): Nutritional implications of differences in adolescent growth and maturation and in adult body size. In: Nutritional Adaptation in Man, eds Blaxter K and Waterlow J, pp 31–43. London: John Libbey.

    Google Scholar 

  • Fentiman A & Hall A (1997): Factors Influencing School Enrollment and the Health of Children. Accra, Ghana: UNICEF.

    Google Scholar 

  • Friedman JF, Phillips-Howard PA, Hawley WA, Terlouw DJ, Kolczak MS, Barber M, Okello N, Vulule JM, Duggan C & Nahlen BL et al (2003): Impact of permethrin-treated bed nets on growth, nutritional status, and body composition of primary school children in western Kenya. Am. J. Trop. Med. Hyg. 68, 78–85.

    Article  Google Scholar 

  • Frisancho AR (1981): New norms of upper limb fat and muscle areas for assessment of nutritional status. Am. J. Clin. Nutr. 34, 2540–2545.

    Article  CAS  Google Scholar 

  • Frisancho AR (1990): Anthropometric Standards for the Assessment of Growth and Nutritional Status. Ann Arbor: University of Michigan Press.

    Book  Google Scholar 

  • Frisancho AR & Garn SM (1971): Skin-fold thickness and muscle size: implications for developmental status and nutritional evaluation of children from Honduras. Am. J. Clin. Nutr. 24, 541–546.

    Article  CAS  Google Scholar 

  • Frisancho AR, Garn SM & McCreery LD (1971): Relationship of skinfolds and muscle size to growth of children. I. Costa Rica. Am. J. Phys. Anthropol. 35, 85–90.

    Article  CAS  Google Scholar 

  • Gibson R (1990): Principles of Nutritional Assessment. New York: Oxford University Press.

    Google Scholar 

  • Goldring SR & Goldring MB (1996): Cytokines and skeletal physiology. Clin. Orthop. 324, 13–23.

    Article  Google Scholar 

  • Jelliffe DB (1966): The assessment of the nutritional status of the community (with special reference to field surveys in developing regions of the world). Monogr. Ser. World Health Organ. 53, 3–271.

    CAS  PubMed  Google Scholar 

  • Johnson VL, Wang J, Kaskel FJ & Pierson RN (2000): Changes in body composition of children with chronic renal failure on growth hormone. Pediatr. Nephrol. 14, 695–700.

    Article  CAS  Google Scholar 

  • Kern P, Hemmer CJ, Gallati H, Neifer S, Kremsner P, Dietrich M & Porzsolt F (1992): Soluble tumor necrosis factor receptors correlate with parasitemia and disease severity in human malaria. J. Infect. Dis. 166, 930–934.

    Article  CAS  Google Scholar 

  • Kloos H, Sidrak W, Michael AA, Mohareb EW & Higashi GI (1982): Disease concepts and treatment practices relating to schistosomiasis haematobium in upper Egypt. J. Trop. Med. Hyg. 85, 99–107.

    CAS  PubMed  Google Scholar 

  • Kotler DP (2000): Cachexia. Ann. Intern. Med. 133, 622–634.

    Article  CAS  Google Scholar 

  • Kwena AM, Terlouw DJ, de Vlas SJ, Phillips-Howard PA, Hawley WA, Friedman JF, Vulule JM, Nahlen BL, Sauerwein RW & ter Kuile FO (2003): Prevalence and severity of malnutrition in pre-school children in a rural area of western Kenya. Am. J. Trop. Med. Hyg. 68, 94–99.

    Article  Google Scholar 

  • Kwiatkowski D (1990): Tumour necrosis factor, fever and fatality in falciparum malaria. Immunol. Lett. 25, 213–216.

    Article  CAS  Google Scholar 

  • Kwiatkowski D, Hill AV, Sambou I, Twumasi P, Castracane J, Manogue KR, Cerami A, Brewster DR & Greenwood BM (1990): TNF concentration in fatal cerebral, non-fatal cerebral, and uncomplicated Plasmodium falciparum malaria. Lancet 336, 1201–1204.

    Article  CAS  Google Scholar 

  • Li YP, Schwartz RJ, Waddell ID, Holloway BR & Reid MB (1998): Skeletal muscle myocytes undergo protein loss and reactive oxygen-mediated NF-kappaB activation in response to tumor necrosis factor alpha. FASEB. J. 12, 871–880.

    Article  CAS  Google Scholar 

  • Lwambo NJ, Brooker S, Siza JE, Bundy DA & Guyatt H (2000): Age patterns in stunting and anaemia in African schoolchildren: a cross-sectional study in Tanzania. Eur. J. Clin. Nutr. 54, 36–40.

    Article  CAS  Google Scholar 

  • Martorell R & Arroyave G (1988): Malnutrition, work output, and energy needs. In: Capacity for work in the Tropics eds Collins K and Roberts D Cambridge: Cambridge University Press.

    Google Scholar 

  • Martorell R, Delgado HL, Valverde V & Klein RE (1981): Maternal stature, fertility and infant mortality. Hum. Biol. 53, 303–312.

    CAS  PubMed  Google Scholar 

  • Martorell R, Khan LK & Schroeder DG (1994): Reversibility of stunting: epidemiological findings in children from developing countries. Eur. J. Clin. Nutr. 48 (Suppl 1), S45–57.

    PubMed  Google Scholar 

  • Martorell R, Schroeder DG, Rivera JA & Kaplowitz HJ (1995): Patterns of linear growth in rural Guatemalan adolescents and children. J. Nutr. 125, 1060S–1067S.

    Article  CAS  Google Scholar 

  • Monyeki KD, Cameron N & Getz B (2000): Growth and nutritional status of rural South African children 3–10 years old: The Ellisras growth study. Am. J. Human Biol. 12, 42–49.

    Article  Google Scholar 

  • Musgrove P (1993): Investing in health: the 1993 World Development Report of the World Bank. Bull Pan. Am. Health Organ. 27, 284–286.

    CAS  PubMed  Google Scholar 

  • Neumann CG & Harrison GG (1994): Onset and evolution of stunting in infants and children. Examples from the Human Nutrition Collaborative Research Support Program. Kenya and Egypt studies. Eur. J. Clin. Nutr. 48 (Suppl 1), S90–102.

    Google Scholar 

  • Norgan NG (2000): Long-term physiological and economic consequences of growth retardation in children and adolescents. Proc. Nutr. Soc. 59, 245–256.

    Article  CAS  Google Scholar 

  • Olds GR, King C, Hewlett J, Olveda R, Wu G, Ouma J, Peters P, McGarvey S, Odhiambo O & Koech D et al (1999): Double-blind placebo-controlled study of concurrent administration of albendazole and praziquantel in schoolchildren with schistosomiasis and geohelminths. J. Infect. Dis. 179, 996–1003.

    Article  CAS  Google Scholar 

  • Olsen A (1998): The proportion of helminth infections in a community in western Kenya which would be treated by mass chemotherapy of schoolchildren. Trans. R. Soc. Trop. Med. Hyg. 92, 144–148.

    Article  CAS  Google Scholar 

  • Partnership for Child Development (1998a): The anthropometric status of schoolchildren in five countries in the partnership for child development. Proc. Nutr. Soc. 57, 149–158.

  • Partnership for Child Development (1998b): The health and nutritional status of schoolchildren in Africa: evidence from school-based health programmes in Ghana and Tanzania. Trans. R. Soc. Trop. Med. Hyg. 92, 254–261.

  • Phillips-Howard PA, Nahlen BL, Alaii JA, ter Kuile FO, Gimnig JE, Terlouw DJ, Kachur SP, Hightower AW, Lal AA & Schoute E et al (2003a): The efficacy of permethrin-treated bed nets on child mortality and morbidity in western Kenya I. Development of infrastructure and description of study site. Am. J. Trop. Med. Hyg. 68, 3–9.

    Article  Google Scholar 

  • Phillips-Howard PA, ter Kuile FO, Nahlen BL, Alaii JA, Gimnig JE, Kolczak MS, Terlouw DJ, Kariuki SK, Shi YP & Kachur SP et al (2003b): The efficacy of permethrin-treated bed nets on child mortality and morbidity in western Kenya II. Study design and methods. Am. J. Trop. Med. Hyg. 68, 10–15.

    Article  Google Scholar 

  • Singer JD (1998): Using SAS PROC MIXED to fit multilievel models, hierarchical models, and individual growth models. J. Edu. Behav. Stat. 24, 323–355.

    Article  Google Scholar 

  • Skerry TM (1994): The effects of the inflammatory response on bone growth. Eur. J. Clin. Nutr. 48 (Suppl 1), S190–S197. discussion S198.

    PubMed  Google Scholar 

  • Stoltzfus RJ, Albonico M, Tielsch JM, Chwaya HM & Savioli L (1997): Linear growth retardation in Zanzibari school children. J. Nutr. 127, 1099–1105.

    Article  CAS  Google Scholar 

  • Tanner JM (1990): Fetus into Man. Cambridge: Harvard University Press.

    Google Scholar 

  • United Nations specifications (1986): Assessing the nutritional status of young children in household surveys. United Nations, New York.

  • World Health Organization (1995): Physical status: the use of and interpretation of anthropometry. Geneva.

  • Zemel BS, Riley EM & Stallings VA (1997): Evaluation of methodology for nutritional assessment in children: anthropometry, body composition, and energy expenditure. Annu. Rev. Nutr. 17, 211–235.

    Article  CAS  Google Scholar 

  • Zwingenberger K, Irschick E, Vergetti Siqueira JG, Correia Dacal AR & Feldmeier H (1990): Tumour necrosis factor in hepatosplenic schistosomiasis. Scand. J. Immunol. 31, 205–211.

    Article  CAS  Google Scholar 

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Acknowledgements

We thank the Centers for Disease Control and Prevention/Kenya Medical Research Institute field teams and support staff for their assistance with this project. We thank Marlene Barber for support with data management. We thank the students, teachers and headmasters for their time and participation. We are grateful to Hemal Kanzaria for careful review of this manuscript. We also thank the director of the Kenya Medical Research Institute for his permission to publish this work.

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Correspondence to J F Friedman.

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Friedman, J., Phillips-Howard, P., Mirel, L. et al. Progression of stunting and its predictors among school-aged children in western Kenya. Eur J Clin Nutr 59, 914–922 (2005). https://doi.org/10.1038/sj.ejcn.1602161

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