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Price MA, Fast PE, Mshai M, Lambrick M, Machira YW, Gieber L, Chetty P, Muturi-Kioi V. Region-specific laboratory reference intervals are important: A systematic review of the data from Africa. PLOS GLOBAL PUBLIC HEALTH 2022; 2:e0000783. [PMID: 36962599 PMCID: PMC10021479 DOI: 10.1371/journal.pgph.0000783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 10/06/2022] [Indexed: 11/16/2022]
Abstract
Region-specific laboratory reference intervals (RIs) are important for clinical trials and these data are often sparse in priority areas for research, including Africa. We reviewed data on RIs from Africa to identify gaps in the literature with a systematic review of PubMed for RI studies from Africa published ≥2010. Search focus included clinical analytic chemistry, hematology, immunological parameters and RIs. Data from adults, adolescents, children, pregnant women, and the elderly were included. We excluded manuscripts reporting data from persons with conditions that might preclude clinical trial participation in studies enrolling healthy volunteers. Of 179 identified manuscripts, 80 were included in this review, covering 20 countries with the largest number of studies in Ethiopia (n = 23, 29%). Most studies considered healthy, nonpregnant adults (n = 55, 69%). Nine (11%) studies included pregnant women, 13 (16%) included adolescents and 22 (28%) included children. Recruitment, screening, enrollment procedures and definition of age strata varied across studies. The most common type of RIs reported were hematology (66, 83%); 14 studies (18%) included flow cytometry and/or T cell counts. Other common tests or panels included liver function assays (32, 40%), renal function assays (30, 38%), lipid chemistries (17, 21%) and serum electrolytes (17, 21%). The number of parameters characterized ranged from only one (three studies characterized either CD4+ counts, D-dimer, or hemoglobin), to as many as 40. Statistical methods for calculating RIs varied. 56 (70%) studies compared their results to international RI databases. Though most presented their data side-by-side with international data with little accompanying analysis, nearly all reported deviation from comparator RI data, sometimes with half or more of otherwise healthy participants having an "out of range" result. We found there is limited local RI data available in sub-Saharan Africa. Studies to fill this gap are warranted, including efforts to standardize statistical methods to derive RIs, methods to compare with other RIs, and improve representative participant selection.
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Affiliation(s)
- Matt A. Price
- IAVI, New York City, New York, United States of America
- Department of Epidemiology and Biostatistics, University of California at San Francisco, San Francisco, California, United States of America
| | - Patricia E. Fast
- IAVI, New York City, New York, United States of America
- Division of Infectious Diseases, Stanford University School of Medicine, Palo Alto, California, United States of America
| | | | | | | | - Lisa Gieber
- IAVI, New York City, New York, United States of America
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Endris BS, Dinant GJ, Gebreyesus SH, Spigt M. Risk factors of anemia among preschool children in Ethiopia: a Bayesian geo-statistical model. BMC Nutr 2022; 8:2. [PMID: 34996515 PMCID: PMC8740428 DOI: 10.1186/s40795-021-00495-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2021] [Accepted: 12/22/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The etiology and risk factors of anemia are multifactorial and varies across context. Due to the geospatial clustering of anemia, identifying risk factors for anemia should account for the geographic variability. Failure to adjust for spatial dependence whilst identifying risk factors of anemia could give spurious association. We aimed to identify risk factors of anemia using a Bayesian geo-statistical model. METHODS We analyzed the Ethiopian Demographic and Health Survey (EDHS) 2016 data. The sample was selected using a stratified, two- stage cluster sampling design. In this survey, 9268 children had undergone anemia testing. Hemoglobin level was measured using a HemoCue photometer and the results were recorded onsite. Based on the World Health Organization's cut-off points, a child was considered anaemic if their altitude adjusted haemoglobin (Hb) level was less than 11 g/dL. Risk factors for anemia were identified using a Bayesian geo-statistical model, which accounted for spatial dependency structure in the data. Posterior means and 95% credible interval (BCI) were used to report our findings. We used a statistically significant level at 0.05. RESULT The 9267 children in our study were between 6 and 59 months old. Fifty two percent (52%) of children were males. Thirteen percent (13%) of children were from the highest wealth quintile whereas 23% from the lowest wealth quintile. Most of them lived in rural areas (90%). The overall prevalence of anemia among preschool children was 57% (95% CI: 54.4-59.4). We found that child stunting (OR = 1.26, 95% BCI (1.14-1.39), wasting (OR = 1.35, 95% BCI (1.15-1.57), maternal anemia (OR = 1.61, 95% BCI (1.44-1.79), mothers having two under five children (OR = 1.2, 95% BCI (1.08-1.33) were risk factors associated with anemia among preschool children. Children from wealthy households had lower risk of anemia (AOR = 0.73, 95% BCI (0.62-0.85). CONCLUSION Using the Bayesian geospatial statistical modeling, we were able to account for spatial dependent structure in the data, which minimize spurious association. Childhood Malnutrition, maternal anemia, increased fertility, and poor wealth status were risk factors of anemia among preschool children in Ethiopia. The existing anaemia control programs such as IFA supplementation during pregnancy should be strengthened to halt intergenerational effect of anaemia. Furthermore, routine childhood anaemia screening and intervention program should be part of the Primary health care in Ethiopia.
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Affiliation(s)
- Bilal Shikur Endris
- School of Public Health, Department of Nutrition and Dietetics, Addis Ababa University, Addis Ababa, Ethiopia.
| | - Geert-Jan Dinant
- School CAPHRI, Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
| | - Seifu H Gebreyesus
- School of Public Health, Department of Nutrition and Dietetics, Addis Ababa University, Addis Ababa, Ethiopia
| | - Mark Spigt
- School CAPHRI, Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
- General Practice Research Unit, Department of Community Medicine, The Arctic University of Tromsø, Tromsø, Norway
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Mbiya BM, Kalombo DK, Mukendi YN, Daubie V, Mpoyi JK, Biboyi PM, Disashi GT, Gulbis B. Improvement of SCD morbimortality in children: experience in a remote area of an African country. BMC Health Serv Res 2021; 21:294. [PMID: 33794895 PMCID: PMC8017617 DOI: 10.1186/s12913-021-06286-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Accepted: 03/16/2021] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Sickle cell disease (SCD) is a public health problem in the Democratic Republic of Congo. While reference sickle cell centers have been implemented in capital cities of African countries and have proven to be beneficial for SCD patients. In the Democratic Republic of Congo, they have never been set up in remote areas for families with low or very low sources of income. METHOD A cohort of 143 children with SCD aged 10 years old (IQR (interquartile range): 6-15 years) (sex ratio male/female = 1.3) were clinically followed for 12 months without any specific intervention aside from the management of acute events, and then for 12 months with a monthly medical visit, biological follow-up, and chemoprophylaxis (folic acid/penicillin), adequate fluids and malaria prevention. RESULTS The median age of patients at the diagnosis of SCD was 2 years (IQR: 1-5). The implementation of standardized and regular follow-ups in a new sickle cell reference center in a remote city showed an increase in the annual mean hemoglobin level from 50 to 70 g/L (p = 0.001), and a decrease in the lymphocyte count and spleen size (p < 0.001). A significant decrease (p < 0.001) in the average annual number of hospitalizations and episodes of vaso-occlusive crises, blood transfusions, infections, and acute chest syndromes were also observed. CONCLUSIONS The creation of a sickle cell reference center and the regular follow-up of children with sickle cell disease are possible and applicable in the context of a remote city of an African country and represent simple and accessible measures that can reduce the morbimortality of children with sickle cell disease.
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Affiliation(s)
- Benoît Mukinayi Mbiya
- Pediatrics Department, Faculty of Medicine, University of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
- Sickle Cell Reference Center, Clinique Pédiatrique de Mbujimayi, Pediatrics Clinic of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
| | - Didier Kalenda Kalombo
- Pediatrics Department, Faculty of Medicine, University of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
- Sickle Cell Reference Center, Clinique Pédiatrique de Mbujimayi, Pediatrics Clinic of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
| | - Yannick Nkesu Mukendi
- Pediatrics Department, Faculty of Medicine, University of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
- Sickle Cell Reference Center, Clinique Pédiatrique de Mbujimayi, Pediatrics Clinic of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
| | - Valery Daubie
- Clinical Biology Department, LHUB-ULB, Université Libre de Bruxelles, 1070, Brussels, Belgium
| | - John Kalenda Mpoyi
- Sickle Cell Reference Center, Clinique Pédiatrique de Mbujimayi, Pediatrics Clinic of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
| | - Parola Mukendi Biboyi
- Sickle Cell Reference Center, Clinique Pédiatrique de Mbujimayi, Pediatrics Clinic of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
| | - Ghislain Tumba Disashi
- Internal Medicine Department, Faculty of Medicine, University of Mbujimayi, 06201, Mbujimayi, Democratic Republic of Congo
| | - Béatrice Gulbis
- Clinical Chemistry Department, Hereditary Red Blood Cell Disorders, LHUB-ULB, Université Libre de Bruxelles, 1070, Brussels, Belgium.
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Jorgensen JM, Crespo-Bellido M, Dewey KG. Variation in hemoglobin across the life cycle and between males and females. Ann N Y Acad Sci 2019; 1450:105-125. [PMID: 31074518 DOI: 10.1111/nyas.14096] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 03/18/2019] [Accepted: 03/21/2019] [Indexed: 01/08/2023]
Abstract
WHO recommendations for hemoglobin (Hb) cutoffs to define anemia are based on a handful of studies conducted in the 1960s that did not include participants from all life stages. To evaluate whether there is a need to update Hb cutoffs, we conducted a narrative review of the literature to identify more recent studies that have reported Hb cutoffs in males and females in various life stages. We compiled information from 60 studies conducted around the globe between 1975 and 2018. Many studies reported cutoffs that were similar to WHO recommendations, but cutoffs identified in studies of infants, young children, premenopausal women, and the elderly tended to be lower than WHO recommendations, while cutoffs identified in studies of men tended to be higher than WHO cutoffs. Few studies excluded individuals with iron deficiency or inflammation, which limits the conclusions that can be drawn regarding normal reference ranges. Further research using more stringent exclusion criteria is needed to develop revised recommendations for Hb cutoffs to define anemia.
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Affiliation(s)
- Josh M Jorgensen
- Program in International and Community Nutrition, Department of Nutrition, University of California Davis, Davis, California
| | - Mayra Crespo-Bellido
- Nutrition Program, School of Biological and Population Health Sciences, College of Public Health and Human Sciences, Oregon State University, Corvallis, Oregon
| | - Kathryn G Dewey
- Program in International and Community Nutrition, Department of Nutrition, University of California Davis, Davis, California
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Kucuk A, Uslu AU, Yilmaz R, Salbas E, Solak Y, Tunc R. Relationship between prevalence and severity of restless legs syndrome and anemia in patients with systemic lupus erythematosus. Int J Rheum Dis 2015; 20:469-473. [PMID: 26621781 DOI: 10.1111/1756-185x.12793] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
AIM Our aim was to evaluate the relationship between the prevalence and severity of restless legs syndrome (RLS) and the anemia in patients with systemic lupus erythematosus (SLE). METHODS This was a case-control study which was conducted at the rheumatology clinic of a university affiliated hospital, including 62 patients with SLE and 62 age- and sex-matched healthy controls. The patients were divided into two groups in terms of their hemoglobin levels. The criterion for anemia was hemoglobin level lower than 12 g/dL in females and 13 g/dL in males. RESULTS Nineteen patients (30.6%) in the patient group were diagnosed with RLS, and International RLS Study Group Rating Scale (IRLSSG-RS) score was 10.7 ± 9.5 (median:10.0 [range:0.0-30.0]). Three subjects (4.8%) in the control group had RLS, and the IRLSSG-RS score was 0.7 ± 3.3 (median:0.0 [range:0.0-18.0]). The prevalence of RLS and the IRLSSG-RS score were higher in the patient group than those in the control group (P < 0.001). Ten SLE patients (50%) with anemia had RLS, and their IRLSSG-RS score was 14.5 ± 9.9 (median:21.0 [range:11.0-30.0]). Nine SLE patients (21.4%) without anemia had RLS and their IRLSSG-RS was 9.0 ± 8.9 (median:21.0 [range:11.0-24.0]). Significant differences were present in the prevalence of RLS and the IRLSSG-RS score between SLE patients with and without anemia (P = 0.024, P = 0.044, respectively). CONCLUSION The present study demonstrated that the prevalence of RLS was higher in patients with SLE than that of the normal population. Results of this study also suggested that anemia was associated with higher frequency of and more severe RLS in patients with lupus.
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Affiliation(s)
- Adem Kucuk
- Division of Rheumatology, Department of Internal Medicine, Necmettin Erbakan University, Konya, Turkey
| | - Ali Ugur Uslu
- Department of Internal Medicine, Kangal State Hospital, Sivas, Turkey
| | - Ramazan Yilmaz
- Department of Physical Medicine and Rehabilitation, Necmettin Erbakan University, Konya, Turkey
| | - Ender Salbas
- Department of Physical Medicine and Rehabilitation, Necmettin Erbakan University, Konya, Turkey
| | - Yalcin Solak
- Division of Nephrology, Department of Internal Medicine, Sakarya University Research and Training Hospital, Sakarya, Turkey
| | - Recep Tunc
- Division of Rheumatology, Department of Internal Medicine, Necmettin Erbakan University, Konya, Turkey
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A Venue-Based Survey of Malaria, Anemia and Mobility Patterns among Migrant Farm Workers in Amhara Region, Ethiopia. PLoS One 2015; 10:e0143829. [PMID: 26619114 PMCID: PMC4664424 DOI: 10.1371/journal.pone.0143829] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 11/10/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Mobile populations present unique challenges to malaria control and elimination efforts. Each year, a large number of individuals travel to northwest Amhara Region, Ethiopia to seek seasonal employment on large-scale farms. Agricultural areas typically report the heaviest malaria burden within Amhara thereby placing migrants at high risk of infection. Yet little is known about these seasonal migrants and their malaria-related risk factors. METHODS AND FINDINGS In July 2013, a venue-based survey of 605 migrant laborers 18 years or older was conducted in two districts of North Gondar zone, Amhara. The study population was predominantly male (97.7%) and young (mean age 22.8 years). Plasmodium prevalence by rapid diagnostic test (RDT) was 12.0%; One quarter (28.3%) of individuals were anemic (hemoglobin <13 g/dl). Nearly all participants (95.6%) originated from within Amhara Region, with half (51.6%) coming from within North Gondar zone. Around half (51.2%) slept in temporary shelters, while 20.5% regularly slept outside. Only 11.9% of participants had access to a long lasting insecticidal net (LLIN). Reported net use the previous night was 8.8% overall but 74.6% among those with LLIN access. Nearly one-third (30.1%) reported having fever within the past two weeks, of whom 31.3% sought care. Cost and distance were the main reported barriers to seeking care. LLIN access (odds ratio [OR] = 0.30, P = 0.04) and malaria knowledge (OR = 0.50, P = 0.02) were significantly associated with reduced Plasmodium infection among migrants, with a similar but non-significant trend observed for reported net use the previous night (OR = 0.16, P = 0.14). CONCLUSIONS High prevalence of malaria and anemia were observed among a young population that originated from relatively proximate areas. Low access to care and low IRS and LLIN coverage likely place migrant workers at significant risk of malaria in this area and their return home may facilitate parasite transport to other areas. Strategies specifically tailored to migrant farm workers are needed to support malaria control and elimination activities in Ethiopia.
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Castelli F, Sulis G, Caligaris S. The relationship between anaemia and malaria: apparently simple, yet controversial. Trans R Soc Trop Med Hyg 2014; 108:181-2. [PMID: 24488980 DOI: 10.1093/trstmh/tru012] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Among many other factors, malaria plays a major causative role of anaemia globally. The mechanisms leading to anaemia in the course of malaria are extremely diverse, involving immunological factors that act differently according to age and malaria epidemiology. The malaria-attributable fraction of anaemia may then differ in different settings. While tremendous efforts are being made to control malaria, the availability of a simple and reliable biomarker of impact is of the upmost importance. Promising data are accumulating that Hb levels could be used as a proxy of malaria even in hypo-endemic areas, even if many grey areas still deserve research efforts.
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Affiliation(s)
- Francesco Castelli
- University Division of Infectious and Tropical Diseases, University of Brescia and Spedali Civili General Hospital, Brescia, Italy
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