Discriminatory Ability of Hemoglobin and Red Cell Indices in Differentiating Iron Deficiency Anemia and Beta-Thalassemia Trait in a Rural Population Of Sindh
Hemoglobin and Red Cell Indices in IDA and Beta-Thalassemia Trait
DOI:
https://doi.org/10.54393/pjhs.v7i9.3747Keywords:
Hemoglobin, Red Cell Indices, Iron Deficiency, Anemia, Beta Thalassemia Trait, Rural Sindh, Discriminatory AbilityAbstract
Anemia is a significant health issue in Pakistan, especially in the rural regions where nutritional deficiencies are prevalent. In resource-constrained environments such as rural Sindh, new diagnostic tests are very expensive. Thus, red cell indices that are readily available and easy to use can provide a viable and cost-effective method of distinguishing the types of anemia. Objective: To assess the most appropriate diagnostic indicators of hemoglobin and red cell distribution indices to distinguish the type of anemia in patients of the rural population of Sindh. Methods: A Cross-sectional descriptive study was conducted at Indus Medical College and Hospital, the University of Modern Sciences, Tando Muhammad Khan, Sindh, Pakistan. 254 patients who were suspected of having anemia were enrolled. The parameters of complete blood count, such as hemoglobin, RBC, MCV, MCH, MCHC, and RDW, were assessed using an automated hematology analyzer. Results: Among 254 participants, 44.90% had normal hemoglobin levels, 20.50% had iron deficiency anemia (IDA), 5.10% had beta thalassemia trait (BTT), 26.40% other etiologies of anemia, and 3.10% severe anemia. The average level of hemoglobin in males (12.26 ± 2.18 g/dL) was much greater than in females (10.58 ± 2.04 g/dL, p<0.001). The discriminatory index of the RBC showed a very good ability to distinguish between IDA and BTT, with MCV, MCH, and RDWI showing significant differences. Conclusion: The red cell distribution indices are accurate, inexpensive, and easily accessible parameters that can be used to distinguish between the various types of anemia in resource-constrained rural areas.
References
World Health Organization. Guideline on Hemoglobin Cutoffs to Define Anemia in Individuals and Populations. World Health Organization. 2024 Mar.
Kinyoki D, Osgood-Zimmerman AE, Bhattacharjee NV, Kassebaum NJ, Hay SI. Anemia Prevalence in Women of Reproductive Age in Low-and Middle-Income Countries Between 2000 and 2018. Nature Medicine. 2021 Oct; 27(10): 1761-82.
Kabootarizadeh L, Jamshidnezhad A, Koohmareh Z. Differential Diagnosis of Iron-Deficiency Anemia from Β-Thalassemia Trait Using an Intelligent Model in Comparison with Discriminant Indexes. Acta Informatica Medica. 2019 Jun; 27(2): 78. doi: 10.5455/aim.2019.27.78-84. DOI: https://doi.org/10.5455/aim.2019.27.78-84
Mandrile G, Barella S, Giambona A, Gigante A, Grosso M, Perrotta S et al. First and Second Level Haemoglobinopathies Diagnosis: Best Practices of the Italian Society of Thalassemia and Haemoglobinopathies. Journal of Clinical Medicine. 2022 Sep; 11(18): 5426. doi: 10.3390/jcm11185426. DOI: https://doi.org/10.3390/jcm11185426
Haq EU, Naeem A, Awan UA, Khan SN, Zohaib M, Uddin G. High Prevalence and Molecular Spectrum of Β-Thalassemia Trait in Haripur and Abbottabad Districts of Pakistan: Implications for Regional Carrier Screening Programs. Egyptian Journal of Medical Human Genetics. 2025 Oct; 26(1): 167. doi: 10.1186/s43042-025-00795-4. DOI: https://doi.org/10.1186/s43042-025-00795-4
Mahant H, Jain S, Patel A, Lapani B. Appropriate Method of TIBC Estimation in Reference to Serum Transferrin Levels. Journal of Laboratory Physicians. 2023 Mar; 15(1): 25-30. doi: 10.1055/s-0042-1750065. DOI: https://doi.org/10.1055/s-0042-1750065
Smart LR, Ambrose EE, Raphael KC, Hokororo A, Kamugisha E, Tyburski EA et al. Simultaneous Point-Of-Care Detection of Anemia and Sickle Cell Disease in Tanzania: The RAPID Study. Annals of Hematology. 2018 Feb; 97(2): 239-246. doi: 10.1007/s00277-017-3182-8. DOI: https://doi.org/10.1007/s00277-017-3182-8
Dhurde VS, Patel AB, Locks LM, Hibberd PL. Diagnostic Performance of Red Cell Indices in Detecting Iron Deficiency and Iron Deficiency Anemia Among Rural Adolescent Girls Aged 14–19 Years in Nagpur District. PLOS Global Public Health. 2025 Sep; 5(9): 5108. doi: 10.1371/journal.pgph.0005108. DOI: https://doi.org/10.1371/journal.pgph.0005108
Lippi G and Plebani M. Red Blood Cell Distribution Width and Human Pathology. One Size Fits All. Clinical Chemistry and Laboratory Medicine. 2014 Sep; 52(9): 1247-9. doi: 10.1515/cclm-2014-0585. DOI: https://doi.org/10.1515/cclm-2014-0585
Tong L, Kauer J, Wachsmann-Hogiu S, Chu K, Dou H, Smith ZJ. A New Red Cell Index and Portable RBC Analyzer for Screening of Iron Deficiency and Thalassemia Minor in a Chinese Population. Scientific Reports. 2017 Sep; 7(1): 10510. doi: 10.1038/s41598-017-11144-w. DOI: https://doi.org/10.1038/s41598-017-11144-w
Naz S, Shahid S, Noorani S, Fatima I, Jaffar A, Kashif M et al. Management of Iron Deficiency Anemia During Pregnancy: A Midwife-Led Continuity of Care Model. Frontiers in Nutrition. 2024 May; 11: 1400174. doi: 10.3389/fnut.2024.1400174. DOI: https://doi.org/10.3389/fnut.2024.1400174
Faisal A, Zulfiqar A, Waqas H, Masood H, Ashraf H, Waheed A. Iron Deficiency Unveiled: Exploring Its Intersection with Beta Thalassemia Trait. Pakistan Journal of Pathology. 2024 Dec; 35(4): 167-173. doi: 10.55629/pakjpathol.v35i4.822. DOI: https://doi.org/10.55629/pakjpathol.v35i4.822
Khanzada FA, Asghar S, Chohan U, Najam S, Rajput KK, Sami A et al. The Prevalence and Distribution of Beta Thalassemia Trait among Outpatient Individuals in A Tertiary Care Hospital of Lodhran, Pakistan: Prevalence of Beta Thalassemia Trait among Outpatient Individuals. Pakistan Journal of Health Sciences. 2024 Nov: 191-196. doi: 10.54393/pjhs.v5i11.2473. DOI: https://doi.org/10.54393/pjhs.v5i11.2473
Pasricha SR, Rogers L, Branca F, Garcia-Casal MN. Measuring Hemoglobin Concentration to Define Anemia: WHO Guidelines. The Lancet. 2024 May; 403(10440): 1963-6. DOI: https://doi.org/10.1016/S0140-6736(24)00502-6
Jahangiri M, Rahim F, Malehi AS. Diagnostic Performance of Hematological Discrimination Indices to Discriminate Between Βeta Thalassemia Trait and Iron Deficiency Anemia and Using Cluster Analysis: Introducing Two New Indices Tested in Iranian Population. Scientific Reports. 2019 Dec; 9(1): 18610. doi: 10.1038/s41598-019-54575-3. DOI: https://doi.org/10.1038/s41598-019-54575-3
Mazher N, Khan MA, Salman M, Imran F, Bashir S. Diagnostic Accuracy of Rdwi to Differentiate Iron Deficiency Anemia and Thalassemia Trait in Borderline HBA2. Pakistan Postgraduate Medical Journal. 2023 May; 34(2): 77-82. doi: 10.51642/ppmj.v34i02.548. DOI: https://doi.org/10.51642/ppmj.v34i02.548
Elshaikh RH, Sah AK, Abukanna AM, Algarni A, Abdelmola A, Osman HA et al. Mentzer Index and Red Cell Distribution Width Index in Differentiating Iron Deficiency Anemia and β-Thalassemia Trait. Italian Journal of Medicine. 2025; 19(2): 1-4. doi: 10.4081/itjm.2025.1892. DOI: https://doi.org/10.4081/itjm.2025.1892
Ravanbakhsh M, Mousavi SA, Zare S. Diagnostic Reliability Check of Red Cell Indices in Differentiating Iron Deficiency Anemia from Beta Thalassemia Minor. Hormozgan Medical Journal. 2016 Jan; 20(3): 1-7.
Mondal B, Parvez M, Rana MM, Rahman L, Zahan R, Pal KC et al. Status Red Blood Cell Indices in Iron Deficiency Anemia and β Thalassaemia Trait: A Comparative Study of Dhaka Shishu (Children) Hospital Journal. 2021; 37(1): 9-14. doi: 10.3329/dshj.v37i1.59087. DOI: https://doi.org/10.3329/dshj.v37i1.59087
Hamed EO, El-Deen AF. Simple Red Cell Indices in Screening and Discrimination of Iron Deficiency Anemia and Beta Thalassemia Trait in Egyptian Patients. Open Journal of Blood Diseases. 2019; 9(1): 9-19. doi: 10.4236/ojbd.2019.91002. DOI: https://doi.org/10.4236/ojbd.2019.91002
Song W, Yan R, Peng M, Jiang H, Li G, Cao S et al. Age and Sex Specific Reference Intervals of 13 Hematological Analytes in Chinese Children and Adolescents Aged from 28 Days Up to 20 Years: The PRINCE Study. Clinical Chemistry and Laboratory Medicine. 2022 Jul; 60(8): 1250-1260. doi: 10.1515/cclm-2022-0304. DOI: https://doi.org/10.1515/cclm-2022-0304
Downloads
How to Cite
Issue
Section
License
Copyright (c) 2026 Pakistan Journal of Health Sciences

This work is licensed under a Creative Commons Attribution 4.0 International License.
This is an open-access journal and all the published articles / items are distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. For comments



