Investigation of Hematological Indices and Their Relationship with Thyroid Hormone Levels Among Adults in Tripoli, Libya: A Cross-Sectional Pilot Study and Methodological Enhancement Framework

Authors

  • Ghadeer Al-Sharef Bashir Arhouma Department of Medical Laboratories, Faculty of Medical Sciences and Technology, Tripoli, Libya.
  • Mustafa Al-Aawar Division of Clinical Biochemistry and Endocrinology, Faculty of Medical Sciences and Technology Tripoli, Libya

Keywords:

Nutritional Anemia, Hypothyroidism, Thyroid-Stimulating Hormone (TSH), Free Thyroxine (FT4), Hemoglobin, Red Blood Cell Indices, Tripoli, Libya, STROBE Guidelines

Abstract

Anemia and thyroid dysfunction represent two major global health burdens that frequently intersect in clinical practice. Thyroid hormones play an essential regulatory role in bone marrow erythropoiesis and renal erythropoietin production, while nutritional iron is an indispensable biochemical cofactor for thyroid peroxidase (TPO) activity. Despite significant international inquiry, regional epidemiological and clinical data from North Africa, particularly Libya, remain scarce.

To investigate the relationship between hematological indices (hemoglobin [Hb], mean corpuscular volume [MCV], red cell distribution width [RDW]) and thyroid function parameters (thyroid-stimulating hormone [TSH], free thyroxine [FT4]) among adults in Tripoli, Libya, to characterize the morphological patterns of anemia, and to establish a standardized methodological and biostatistical quality-improvement framework for future large-scale endocrine-hematology research.

A cross-sectional analytical study was conducted across two independent clinical diagnostic centers (Al-Sharq Laboratory and Modern Medicine Laboratory) in Tripoli, Libya. Laboratory records of adult participants (n = 20) undergoing concurrent complete blood counts and automated chemiluminescent thyroid immunoassay profiling were evaluated. Participants were categorized according to World Health Organization (WHO) diagnostic thresholds for anemia (Hb < 12.0 g/dL in non-pregnant females, < 13.0 g/dL in males) and morphological subtypes based on MCV. Bivariate correlation, linear regression, and group-comparative analyses were conducted. In accordance with rigorous epidemiological standards, missing nutritional biomarkers and expansion protocols are systematically formulated.

The cohort exhibited a mean age of 40.60 ± 10.95 years with a female predominance (65.0%, n = 13). The mean Hb was 12.08 ± 1.56 g/dL, mean TSH was 4.60 ± 2.41 mIU/L, and mean FT4 was 13.54 ± 3.26 pmol/L. Anemia was identified in 50.0% (n = 10) of participants. Morphological subtyping among anemic individuals revealed microcytic anemia as the predominant pattern (60.0%, n = 6), followed by normocytic (20.0%, n = 2) and macrocytic anemia (20.0%, n = 2). Pearson correlation analysis demonstrated a statistically significant strong inverse correlation between Hb and TSH (r = −0.901, p < 0.001) and a robust positive correlation between Hb and FT4 (r = 0.948, p < 0.001). Multiple regression modeling indicated that FT4 was an independent predictor of Hb concentration after adjusting for TSH.

Conclusions: Preliminary findings demonstrate a significant association between thyroid dysfunction—particularly biochemical hypothyroidism—and reduced hemoglobin levels, predominantly characterized by microcytic erythrocyte morphology. However, given the observational cross-sectional design, convenience sampling, and absence of direct iron/vitamin biomarkers (ferritin, TIBC, B12, folate), causality cannot be inferred. A comprehensive methodological protocol incorporating expanded multi-center prospective sampling, complete nutritional biomarker panels, and multivariable confounder adjustments is established to guide definitive regional investigations.

References

World Health Organization. WHO Guideline on Use of Ferritin Concentrations to Assess Iron Status in Individuals and Populations. Geneva: World Health Organization; 2020.

Kassebaum NJ, Jasrasaria R, Naghavi M, Wulf SK, Johns N, Lozano R, et al. A systematic analysis of global anemia burden from 1990 to 2010. Blood. 2014;123(5):615-624. doi:10.1182/blood-2013-06-508325.

Camaschella C. Iron-deficiency anemia. N Engl J Med. 2015;372(19):1832-1843. doi:10.1056/NEJMra1401038.

Cappellini MD, Musallam KM, Taher AT. Iron deficiency anaemia revisited. Lancet Haematol. 2020;7(1):e82-e93. doi:10.1016/S2352-3026(19)30208-0.

Weiss G, Goodnough LT. Anemia of chronic disease. N Engl J Med. 2005;352(10):1011-1023. doi:10.1056/NEJMra041809.

Green R, Allen LH, Bjorke-Monsen AL, Brito A, Gueant JL, Miller JW, et al. Vitamin B12 deficiency. Nat Rev Dis Primers. 2017;3:17040. doi:10.1038/nrdp.2017.40.

Beshara AO, Sasi MA, El-Agili AS. Prevalence of iron deficiency anemia among preschool children in Tripoli, Libya. Libyan J Med. 2013;8(1):21005. doi:10.3402/ljm.v8i0.21005.

El-Hisadi T, Abdraba R, Al-Drussi Z. Frequency and morphological types of anemia among pregnant women attending antenatal care clinics in Eastern Libya. Benghazi Med J. 2019;16(2):45-51.

Gharbi S, Salem M, Belazi M. Epidemiological assessment of microcytic hypochromic anemia in adult outpatient clinics in Western Libya. Tripoli Med J. 2021;10(1):112-119.

Garba AS, El-Mansouri A. Thyroid dysfunction among adult outpatients in North Africa: A retrospective multi-center registry review. Arab J Endocrinol Metab. 2018;14(3):142-149.

Al-Tumi M, Ben-Sasi A. Frequency of thyroid autoantibodies and hypothyroidism in female Libyan patients: A clinical cross-sectional study. Libyan J Basic Sci. 2020;29(4):78-86.

Malgor LA, Blanc CC, Klainer E, Irizarry S, Fightlin PR, Fisher JW. Effects of thyroid hormones on erythropoiesis in in vitro and in vivo models. Blood. 1975;45(6):871-879.

Szczepanek-Parulska E, Hernik A, Ruchala M. Anemia in thyroid diseases. Pol Arch Intern Med. 2017;127(5):352-360. doi:10.20452/pamw.3985.

Fandrey J, Pagel H, Frede S, Wolff M, Jelkmann W. Thyroid hormones enhance hypoxia-induced erythropoietin production in vitro. Exp Hematol. 1994;22(3):272-277.

Golde DW, Bersch N, Chopra IJ, Cline MJ. Thyroid hormones stimulate erythropoiesis in vitro. Br J Haematol. 1977;37(2):173-177. doi:10.1111/j.1365-2141.1977.tb06833.x.

Zimmermann MB, Kohrle J. The impact of iron and selenium deficiencies on iodine and thyroid metabolism: biochemistry and relevance to public health. Thyroid. 2002;12(10):867-878. doi:10.1089/105072502761016494.

Khatiwada S, Gelal B, Baral N, Lamsal M. Association between iron status and thyroid function in Nepalese children. Thyroid Res. 2016;9:2. doi:10.1186/s13044-016-0031-0.

Cellini M, Santaguida MG, Gatto I, Virili C, Del Duca SC, Brusca N, et al. Systematic evaluation of gastric pathology and micronutrient absorption in autoimmune thyroiditis. Endocrine. 2017;56(2):345-352. doi:10.1007/s12020-016-1124-7.

Wopereis DM, Du Puy RS, van Heemst D, Walsh JP, Bremner A, Bakker SJL, et al. The relation between thyroid function and anemia: A pooled analysis of individual participant data. J Clin Endocrinol Metab. 2018;103(10):3658-3667. doi:10.1210/jc.2018-00481.

van Vliet NA, Kamphuis AEP, den Elzen WPJ, Blauw GJ, Gussekloo J, Noordam R, van Heemst D. Thyroid function and risk of anemia: A multivariable-adjusted and Mendelian Randomization analysis in the UK Biobank. J Clin Endocrinol Metab. 2022;107(2):e643-e652. doi:10.1210/clinem/dgab674.

von Elm E, Altman DG, Egger M, Pocock SJ, Gotzsche PC, Vandenbroucke JP, STROBE Initiative. The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: Guidelines for reporting observational studies. Lancet. 2007;370(9596):1453-1457. doi:10.1016/S0140-6736(07)61602-X.

Tomer Y, Menconi F. Polymorphisms in autoimmune thyroid disease: Unraveling the multi-organ autoimmune susceptibility. Clin Rev Allergy Immunol. 2009;36(2-3):99-105. doi:10.1007/s12016-008-8106-9.

Garber JR, Cobin RH, Gharib H, Hennessey JV, Klein I, Mechanick JI, et al. Clinical practice guidelines for hypothyroidism in adults: Cosponsored by the American Association of Clinical Endocrinologists and the American Thyroid Association. Endocr Pract. 2012;18(6):988-1028. doi:10.4158/EP12280.GL.

Cinemre H, Bilir C, Gokosmanoglu F, Bahcebasi T. Hematologic effects of levothyroxine in iron-deficient subclinical hypothyroid patients. J Clin Endocrinol Metab. 2009;94(1):151-156. doi:10.1210/jc.2008-1404.

M'Rabet-Bensalah K, Aubert CE, Coslovsky M, Collet TH, Baumgartner C, den Elzen WPJ, et al. Thyroid dysfunction and anaemia in a large population-based study. Clin Endocrinol (Oxf). 2016;84(4):627-631. doi:10.1111/cen.12994.

Biondi B, Cappola AR, Cooper DS. Subclinical hypothyroidism: A review. JAMA. 2019;322(2):153-160. doi:10.1001/jama.2019.9052.

Chonchol M, Lippi G, Montagnana M, Salvagno GL, Zoppini G, Muggeo M, Targher G. Association of subclinical hypothyroidism with anemia in the Elderly: A population-based study. South Med J. 2008;101(6):590-594. doi:10.1097/SMJ.0b013e318170c0c7.

Antonelli A, Ferrari SM, Corrado A, Di Domenicantonio A, Fallahi P. Autoimmune thyroid disorders. Autoimmun Rev. 2015;14(2):174-180. doi:10.1016/j.autrev.2014.10.016.

Duntas LH. Thyroid disease and lipids. Thyroid. 2002;12(4):287-293. doi:10.1089/10507250252949405.

World Health Organization. Nutritional Anaemias: Tools for Effective Prevention and Control. Geneva: World Health Organization; 2017.

Dorgalaleh A, Mahmoodi M, Varmaghani B, Kiani Fard D, Saeeidi Kia O, Alizadeh S, et al. Effect of thyroid dysfunction on blood cell count and red blood cell indices. Iran J Pediatr Hematol Oncol. 2013;3(2):73-77.

Bashir H, Farooq R, Bhat MH, Majeed D. Hematological manifestations in patients with thyroid disorders: A cross-sectional analytical study. Int J Adv Med. 2018;5(4):872-876. doi:10.18203/2349-3933.ijam20183002.

Soliman AT, De Sanctis V, Yassin M, Soliman N. Chronic anemia and thyroid function. Acta Biomed. 2017;88(1):101-105. doi:10.23750/abm.v88i1.6048.

Hess SY. The impact of common micronutrient deficiencies on iodine nutrition and thyroid function. Best Pract Res Clin Endocrinol Metab. 2010;24(1):117-132. doi:10.1016/j.beem.2009.08.004.

Pasricha SR, Tye-Din J, Muckenthaler MU, Swinkels DW. Iron deficiency. Lancet. 2021;397(10270):233-248. doi:10.1016/S0140-6736(20)32594-0.

Stauder R, Valent P, Theurl I. Anemia at older age: Etiologies, clinical implications, and management. Blood. 2018;131(5):505-514. doi:10.1182/blood-2017-07-746446.

Bizzarro N, Antico A. Diagnosis and classification of Addison's disease and autoimmune polyglandular syndromes. Autoimmun Rev. 2014;13(4-5):565-572. doi:10.1016/j.autrev.2014.01.042.

Ganz T. Hepcidin and iron regulation, 10 years later. Blood. 2011;117(17):4425-4433. doi:10.1182/blood-2011-01-258467.

Pfeiffer CM, Sternberg MR, Zhang M, Fazili Z, Storandt RJ, Do AN, et al. The CDC's Second National Report on Biochemical Indicators of Diet and Nutrition in the U.S. Population. J Nutr. 2013;143(6):938S-947S. doi:10.3945/jn.112.172858.

International Committee of Medical Journal Editors (ICMJE). Recommendations for the Conduct, Reporting, Editing, and Publication of Scholarly Work in Medical Journals. Updated January 2024. Available from: http://www.icmje.org/.

Downloads

Published

2026-09-26

How to Cite

Ghadeer Al-Sharef Bashir Arhouma, & Mustafa Al-Aawar. (2026). Investigation of Hematological Indices and Their Relationship with Thyroid Hormone Levels Among Adults in Tripoli, Libya: A Cross-Sectional Pilot Study and Methodological Enhancement Framework. Journal of Libyan Academy Bani Walid, 2(5), 94–111. Retrieved from https://journals.labjournal.ly/index.php/Jlabw/article/view/692

Issue

Section

Applied Sciences