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Correlation of Neutrophil-Lymphocyte Ratio, Monocyte-Lymphocyte Ratio, and Platelet-Lymphocyte Ratio with Stunting in Children

1Faculty of Medicine, Universitas Airlangga, Indonesia

2Department of Clinical Pathology, Faculty of Medicine, Universitas Airlangga, Indonesia

3Department of Child Health, Faculty of Medicine, Universitas Airlangga, Indonesia

Received: 23 Jun 2025; Revised: 13 Oct 2025; Accepted: 22 Oct 2025; Available online: 24 Dec 2025; Published: 31 Dec 2025.
Open Access Copyright (c) 2025 Journal of Biomedicine and Translational Research
Creative Commons License This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

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Abstract

Background: Globally, stunting affected approximately 148 million children under five in 2022. Chronic infection contributes to stunting through immune hyperactivation and excessive cytokine release. Since anthropometric assessments are prone to errors and may not accurately reflect the underlying inflammatory status, common systemic inflammatory markers, such as the Neutrophil-Lymphocyte Ratio (NLR), Monocyte-Lymphocyte Ratio (MLR), and Platelet-Lymphocyte Ratio (PLR), can serve as alternatives. These markers are simple, affordable, and accessible in every health center.

Objective: To analyze the correlation of NLR, MLR, and PLR with stunting.

Methods: A cross-sectional study involving pediatric patients aged 1-5 years from the Nutrition and Metabolic Outpatient Clinic of Dr. Soetomo Regional Hospital in Surabaya from 2022 to 2023. Forty-one samples met the inclusion and exclusion criteria. Data on NLR, PLR, MLR, and other hematological variables were obtained from the patients' hematology profiles. Group differences, correlations, and diagnostic performance were analyzed using Kruskal–Wallis, Spearman, and ROC methods, respectively.

Results: Forty-one subjects were obtained and divided into three groups: 21 (51.2%) normal, 10 (24.4%) stunted, and 10 (24.4%) severely stunted. RBC and lymphocytes significantly increased in normal patients, whereas neutrophils, platelets, NLR, MLR, and PLR significantly increased in severely stunted patients. NLR, MLR, and PLR differed significantly between normal and stunted children (p =<0.001; p =0.002; and p =<0.001, respectively) and showed positive correlations between the NLR (p =<0.001; r =0.687), MLR (p =<0.001; r =0.558), and PLR (p =<0.001; r =0.784) with stunting. At cutoff values of 0.844 (NLR), 88.527 (PLR), and 0.174 (MLR), their AUCs were 0.90, 0.95, and 0.82, with sensitivities of 75%, 80%, and 60%, respectively.

Conclusion: NLR, MLR, and PLR significantly differ among normal, stunted, and severely stunted children, showing positive associations with stunting. These markers, particularly PLR, may serve as a practical screening tool, warranting further validation through larger studies.

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Correlation of Neutrophil-Lymphocyte Ratio, Monocyte-Lymphocyte Ratio, and Platelet-Lymphocyte Ratio with Stunting in Children
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Keywords: Stunting; Neutrophils; Monocytes; Platelets; Lymphocytes; Biomarker; Child health

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  1. WHO. Levels and trends in child malnutrition: UNICEF/WHO/World Bank Group Joint Child Malnutrition Estimates: Key Findings of the 2023 Edition. UNICEF, World Heal Organ World Bank Gr. 2023;24(2):32. Available from: https://www.who.int/publications/i/item/9789240073791
  2. FAO. Asia and the Pacific - Regional Overview of Food Security and Nutrition 2023: Statistics and trends. Bangkok; 2023. doi: https://doi.org/10.4060/cc8228en
  3. Ministry of Health of the Republic of Indonesia. Results of the 2022 Indonesia Nutrition Status Survey (SSGI). Jakarta: Ministry of Health. 2022;1–150. Available from: https://ayosehat.kemkes.go.id/
  4. Ministry of Health of the Republic of Indonesia. National Clinical Practice Guideline (PNPK) 2022 – Stunting Management. 2022. Available from: https://www.kemkes.go.id/id/pnpk-2022---tata-laksana-stunting
  5. Directorate of Public Welfare Statistics. Report on the Special Index of Stunting Management 2021–2022. 2023;4:118. Available from: https://www.bps.go.id/id/publication/2023/12/19/37ee0674d0e89152 2425e9f/laporan-indeks-khusus-penanganan-stunting-2021-2022.html
  6. Mustakim MRD, Irwanto, Irawan R, Irmawati M, Setyoboedi B. Impact of stunting on development of children between 1-3 years of age. Ethiop J Health Sci. 2022;32(3):569–78. doi: https://doi.org/10.4314/ejhs.v32i3.13
  7. Soliman A, De Sanctis V, Alaaraj N, Ahmed S, Alyafei F, Hamed N, et al. Early and long-term consequences of nutritional stunting: From childhood to adulthood. Acta Biomed. 2021;92(1):1–12. doi: https://doi.org/10.23750/abm.v92i1.11346
  8. Mutasa K, Tome J, Rukobo S, Govha M, Mushayanembwa P, Matimba FS, et al. Stunting status and exposure to infection and inflammation in early life shape antibacterial immune cell function among zimbabwean children. Front Immunol. 2022;13:899296. doi: https://doi.org/10.3389/fimmu.2022.899296
  9. Morales F, Montserrat-de la Paz S, Leon MJ, Rivero-Pino F. Effects of malnutrition on the immune system and infection and the role of nutritional strategies regarding improvements in children’s health status: A literature review. Nutrients. 2023 Dec;16(1). doi: https://doi.org/10.3390/nu16010001
  10. Thomas D, Way SS. The role of chronic inflammation in stunting: A systematic literature review. Sci J Pediatr. 2023; doi: https://doi.org/10.59345/sjped.v1i2.68
  11. Herlina S. Training on the use of stunting measurement tools (alur danting) as an effort to improve cadres’ knowledge and skills in optimizing stunting detection measurements (denting). Indonesian Health Policy Journal (JKKI). 2021;10(3):1–5. doi: https://doi.org/10.22146/jkki.69491
  12. Andiani F, Herawati R, Triyani Y. Correlation between NLR and PLR with the severity of COVID-19 Inpatients. Indones J Clin Pathol Med Lab. 2023;29(1):47–53. doi: https://doi.org/10.24293/ijcpml.v29i1.1924
  13. Alfhili MA, Alsughayyir J, Basudan AM, Alsubki R, Alqahtani S, Awan ZA, et al. Monocyte-lymphocyte ratio and dysglycemia: A retrospective, cross-sectional study of the saudi population. Healthc (Basel, Switzerland). 2022 Nov;10(11). doi: https://doi.org/10.3390/healthcare10112289
  14. Komiyama M, Ozaki Y, Miyazaki Y, Katanasaka Y, Sunagawa Y, Funamoto M, et al. Neutrophil/lymphocyte ratio is correlated with levels of inflammatory markers and is significantly reduced by smoking cessation. J Int Med Res. 2021;49(6). doi: https://doi.org/10.1177/03000605211019223
  15. Kumarasamy C, Sabarimurugan S, Madurantakam RM, Lakhotiya K, Samiappan S, Baxi S, et al. Prognostic significance of blood inflammatory biomarkers NLR, PLR, and LMR in cancer-A protocol for systematic review and meta-analysis. Medicine (Baltimore). 2019 Jun;98(24):e14834. doi: https://doi.org/10.1097/MD.0000000000014834
  16. Huang H, Liu Q, Zhu L, Zhang Y, Lu X, Wu Y, et al. Prognostic value of preoperative systemic immune-inflammation index in patients with cervical cancer. Sci Rep. 2019 Mar;9(1):3284. doi: https://doi.org/10.1038/s41598-019-39150-0
  17. Singh J, Shukla D, Gupta S, Shrivastav BR, Tiwari PK. Clinical epidemiology of gallbladder cancer in North-Central India and association of immunological markers, NLR, MLR and PLR in the diagnostic/prognostic prediction of GBC. Cancer Treat Res Commun. 2021;28:100431. doi: https://doi.org/10.1016/j.ctarc.2021.100431
  18. Wang J, Li H, Xu R, Lu T, Zhao J, Zhang P, et al. The MLR, NLR, PLR and D-dimer are associated with clinical outcome in lung cancer patients treated with surgery. BMC Pulm Med. 2022 Mar;22(1):104. doi: https://doi.org/10.1186/s12890-022-01901-7
  19. Tudurachi BS, Anghel L, Tudurachi A, Sascău RA, Stătescu C. Assessment of inflammatory hematological ratios (NLR, PLR, MLR, LMR and Monocyte/HDL–Cholesterol Ratio) in acute myocardial infarction and particularities in young patients. Vol. 24, International Journal of Molecular Sciences. 2023. doi: https://doi.org/10.3390/ijms241814378
  20. Xu Y, He H, Zang Y, Yu Z, Hu H, Cui J, et al. Systemic inflammation response index (SIRI) as a novel biomarker in patients with rheumatoid arthritis: a multi-center retrospective study. Clin Rheumatol. 2022;41(7):1989–2000. doi: https://doi.org/10.1007/s10067-022-06122-1
  21. Gędek A, Modrzejewski S, Gędek M, Antosik AZ, Mierzejewski P, Dominiak M. Neutrophil to lymphocyte ratio, platelet to lymphocyte ratio, and monocyte to lymphocyte ratio in ADHD: a systematic review and meta-analysis. Vol. 14, Frontiers in psychiatry. Switzerland; 2023. p. 1258868. doi: https://doi.org/10.3389/fpsyt.2023.1258868
  22. Baldemir R, Cirik MÖ. Practical parameters that can be used for nutritional assessment in patients hospitalized in the intensive care unit with the diagnosis of chronic obstructive pulmonary disease: Prognostic nutritional index, neutrophil-to-lymphocyte, platelet-to-lymphocyt. Med (United States). 2022;101(24):E29433. doi: https://doi.org/10.1097/MD.0000000000029433
  23. Kaya T, Açıkgöz SB, Yıldırım M, Nalbant A, Altaş AE, Cinemre H. Association between neutrophil-to-lymphocyte ratio and nutritional status in geriatric patients. J Clin Lab Anal. 2019 Jan;33(1):e22636. doi: https://doi.org/10.1002/jcla.22636
  24. Can E, Can C. The value of neutrophil-to-lymphocyte ratio (NLR) and platelet-to-lymphocyte ratio (PLR) parameters in analysis with fetal malnutrition neonates. J Perinat Med. 2019;47(7):775–9. doi: https://doi.org/10.1515/jpm-2019-0016
  25. Gysi S, Doulberis M, Corinne L, Köhler H. The role of the pediatric yorkhill malnutrition score (PYMS), neutrophil-to-lymphocyte and platelet-to-lymphocyte ratios in malnutrition prediction of hospitalized children. Children. 2022;9(1378):1–11. doi: https://doi.org/10.3390/children9091378
  26. Amadi B, Zyambo K, Chandwe K, Besa E, Mulenga C, Mwakamui S, et al. Adaptation of the small intestine to microbial enteropathogens in Zambian children with stunting. Nat Microbiol. 2021 Apr;6(4):445–54. doi: https://doi.org/10.1038/s41564-020-00849-w
  27. Cegielski JP, McMurray DN. The relationship between malnutrition and tuberculosis: Evidence from studies in humans and experimental animals. Int J Tuberc Lung Dis. 2004;8(3):286 – 298. doi: https://pubmed.ncbi.nlm.nih.gov/15139466/
  28. Arya A, Kumar P, Midha T, Singh M. Hematological profile of children with severe acute malnutrition: a tertiary care centre experience. Int J Contemp Pediatr. 2017;4:1577. doi: https://doi.org/10.18203/2349-3291.ijcp20173072
  29. Gowele VF, Kinabo J, Jumbe T, Ryback C, Stuetz W. High prevalence of stunting and anaemia is associated with multiple micronutrient deficiencies in school children of small-scale farmers from Chamwino and Kilosa districts, Tanzania. Nutrients. 2021;13(5):1576. doi: https://doi.org/10.3390/nu13051576
  30. Mutumba R, Mbabazi J, Pesu H, Greibe E, Olsen MF, Briend A, et al. Micronutrient status and other correlates of hemoglobin among children with stunting: A cross-sectional study in Uganda. Nutrients. 2023;15(17). doi: https://doi.org/10.3390/nu15173785
  31. Savino W, Durães J, Maldonado-Galdeano C, Perdigon G, Mendes-da-Cruz DA, Cuervo P. Thymus, undernutrition, and infection: Approaching cellular and molecular interactions. Front Nutr. 2022;9(September). doi: https://doi.org/10.3389/fnut.2022.948488
  32. Bedha A, Shindano T, Hermans MP, Havelange V, Makali S, Minani J, et al. Association between severe acute malnutrition in childhood and hematological disorders in adulthood: The lwiro follow-up study in the Eastern Democratic Republic of the Congo. BMC Nutr. 2023;9(1):1–10. doi: https://doi.org/10.1186/s40795-023-00783-0
  33. Gohain E, Pathak K, Choudhury BD. A case control study of hematological changes in children with protein energy malnutrition attending gauhati medical college and hospital. IOSR J Dent Med Sci. 2016;15:25–9. doi: https://api.semanticscholar.org/CorpusID:4991466
  34. Hossain M, Nahar B, Haque MA, Mondal D, Mahfuz M, Naila NN, et al. Serum adipokines, growth factors, and cytokines are independently associated with stunting in bangladeshi children. Nutrients. 2019 Aug;11(8). doi: https://doi.org/10.3390/nu11081827
  35. Peterson JM, Feeback KD, Baas JH, Pizza FX. Tumor necrosis factor-α promotes the accumulation of neutrophils and macrophages in skeletal muscle. J Appl Physiol. 2006;101(5):1394–9. doi: https://doi.org/10.1152/japplphysiol.01453.2005
  36. Davizon-Castillo P, McMahon B, Aguila S, Bark D, Ashworth K, Allawzi A, et al. TNF-α-driven inflammation and mitochondrial dysfunction define the platelet hyperreactivity of aging. Blood. 2019 Aug;134(9):727–40. doi: https://doi.org/10.1182/blood.2019000200
  37. Avci GU, Kanat BB, Can G, Erdincler DS, Doventas A, Yavuzer H. The relationship between malnutrition and neutrophil-to-lymphocyte ratio in hospitalized older patient. Bratisl Lek Listy. 2023;124(7):498–502. doi: https://doi.org/10.4149/BLL_2023_076
  38. Phiri TN, Mutasa K, Rukobo S, Govha M, Mushayanembwa P, Mwakamui S, et al. Severe acute malnutrition promotes bacterial binding over proinflammatory cytokine secretion by circulating innate immune cells. Sci Adv. 2023;9(44). doi: https://doi.org/10.1126/sciadv.adh2284
  39. Abd El-Maksoud AM, Khairy SA, Sharada HM, Abdalla MS, Ahmed NF. Evaluation of pro-inflammatory cytokines in nutritionally stunted Egyptian children. Egypt Pediatr Assoc Gaz. 2017;65(3):80–4. doi: http://dx.doi.org/10.1016/j.epag.2017.04.003
  40. Han KH, Hong KH, Park JH, Ko J, Kang DH, Choi KJ, et al. C-reactive protein promotes monocyte chemoattractant protein-1-mediated chemotaxis through upregulating CC chemokine receptor 2 expression in human monocytes. Circulation. 2004;109(21):2566–71. doi: https://doi.org/10.1161/01.CIR.0000131160.94926.6E

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