Metabolomic and proteomic profiling of vaso-occlusive crises in sickle cell disease: current evidence and future perspectives

Article


Lugos, M., Yagnik, D., Ogbor, G.K., Damulak, D.O. and Shah, A. 2026. Metabolomic and proteomic profiling of vaso-occlusive crises in sickle cell disease: current evidence and future perspectives. Hemoglobin. https://doi.org/10.1080/03630269.2026.2736312
TypeArticle
TitleMetabolomic and proteomic profiling of vaso-occlusive crises in sickle cell disease: current evidence and future perspectives
AuthorsLugos, M., Yagnik, D., Ogbor, G.K., Damulak, D.O. and Shah, A.
Abstract

Sickle cell disease (SCD) is characterized by recurrent vaso-occlusive crises (VOCs), which are the primary contributors to morbidity and mortality globally. Conventional clinical markers, including fetal hemoglobin (HbF), reticulocyte count, and lactate dehydrogenase (LDH), offer limited predictive value because of interpatient variability and an inability to capture the complex, multifactorial pathophysiology of VOCs. Recent advances in metabolomics and proteomics have enhanced understanding of VOC biology. Metabolomic profiling has identified perturbations in glycolysis, amino acid metabolism, oxidative stress pathways, and lipid metabolism, while proteomic studies have revealed dysregulation of inflammatory mediators, adhesion molecules, coagulation factors, and endothelial markers. Although significant progress has been made, most reported metabolomic and proteomic signatures remain insufficiently reproducible and are not yet clinically applicable. This limitation is primarily attributed to biological heterogeneity, limited cohort sizes, and methodological inconsistencies across studies. Recent evidence indicates that pathway-level markers, longitudinal sampling strategies, and integrated multi-omics approaches are more likely to yield clinically relevant biomarkers than isolated single-molecule candidates. Significant challenges remain, including limited validation across diverse populations and barriers to implementation in resource-limited settings. Addressing these challenges will require collaborative, multicenter studies, improved analytical harmonization, and the development of accessible diagnostic platforms. This narrative review synthesizes current evidence on metabolomic and proteomic profiling of VOCs, highlights implications for equity and global health, and outlines priorities for translational research to advance personalized care and improve clinical outcomes in SCD.

Sustainable Development Goals3 Good health and well-being
Middlesex University ThemeHealth & Wellbeing
PublisherTaylor & Francis (Routledge)
JournalHemoglobin
ISSN0363-0269
Electronic1532-432X
Publication dates
Online24 Sep 2026
Publication process dates
Submitted24 May 2026
Accepted11 Sep 2026
Deposited05 Oct 2026
Output statusPublished
Publisher's version
License
File Access Level
Open
Copyright Statement

© 2026 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group
This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited, and is not altered, transformed, or built upon in any way. The terms on which this article has been published allow the posting of the Accepted Manuscript in a repository by the author(s) or with their consent.

Digital Object Identifier (DOI)https://doi.org/10.1080/03630269.2026.2736312
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Olkun, A., Shah, A. and Shah, H. 2017. Elucidating the intra-species proteotypes of pseudomonas aeruginosa from cystic fibrosis. in: Shah, H. and Gharbia, S. (ed.) MALDI-TOF and Tandem MS for Clinical Microbiology Oxford, UK Wiley. pp. 579-592
Subtyping of Staphylococcus spp. Based upon MALDI-TOF MS data analysis
Xu, Z., Olkun, A., Vranckx, K., Mkrtchyan, H., Shah, A., Pot, B., Cutler, R. and Shah, H. 2017. Subtyping of Staphylococcus spp. Based upon MALDI-TOF MS data analysis. in: Shah, H. and Gharbia, S. (ed.) MALDI-TOF and Tandem MS for Clinical Microbiology Oxford, UK Wiley. pp. 563-578
Determination of antimicrobial resistance using tandem mass spectrometry
Shah, A., Serafim, V., Xu, Z., Mkrtchyan, H. and Shah, H. 2017. Determination of antimicrobial resistance using tandem mass spectrometry. in: Shah, H. and Gharbia, S. (ed.) MALDI-TOF and Tandem MS for Clinical Microbiology Oxford, UK Wiley. pp. 399-418
Mycobacterium tuberculosis infection in close childhood contacts of adults with pulmonary tuberculosis is increased by secondhand exposure to tobacco
Adetifa, I.M.O., Kendall, L., Donkor, S., Lugos, M., Hammond, A.S., Owiafe, P.K., Ota, M.O.C., Brookes, R.H. and Hill, P.C. 2017. Mycobacterium tuberculosis infection in close childhood contacts of adults with pulmonary tuberculosis is increased by secondhand exposure to tobacco. The American Journal of Tropical Medicine and Hygiene. 97 (2), pp. 429-432. https://doi.org/10.4269/ajtmh.16-0611
Fitness analysis of tetracycline resistant and sensitive Shigella flexneri in lethal and sub-lethal concentrations of tetracycline in Thames river water microcosms
Maruzani, R., Shah, A., Pantoja Munoz, L. and Marvasi, M. 2017. Fitness analysis of tetracycline resistant and sensitive Shigella flexneri in lethal and sub-lethal concentrations of tetracycline in Thames river water microcosms. 2017 Middlesex University Postgraduate Researchers Summer Conference. Middlesex University London, UK 28 - 29 Jun 2017
Classification of cancer cell lines using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and statistical analysis
Serafim, V., Shah, A., Puiu, M., Andreescu, N., Coricovac, D., Nosyrev, A., Spandidos, D., Tsatsakis, A., Dehelean, C. and Pinzaru, I. 2017. Classification of cancer cell lines using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and statistical analysis. International Journal of Molecular Medicine. 40 (4), pp. 1096-1104. https://doi.org/10.3892/ijmm.2017.3083
Rapid identification of E. coli bacteriophages using mass spectrometry
Serafim, V., Ring, C., Pantoja Munoz, L., Shah, H. and Shah, A. 2017. Rapid identification of E. coli bacteriophages using mass spectrometry. Journal of Proteomics and Enzymology. 6 (1), pp. 1-5. https://doi.org/10.4172/2470-1289.1000130
Microbial DNA analysis by MALDI-TOF mass spectrometry
Honisch, C., Serafim, V., Hennessy, N., Allen, D.J., Ring, C., Pantoja Munoz, L., Gharbia, S., Shah, A. and Shah, H. 2017. Microbial DNA analysis by MALDI-TOF mass spectrometry. in: Shah, H. and Gharbia, S. (ed.) MALDI-TOF and Tandem MS for Clinical Microbiology Oxford Wiley. pp. 187-209
Heparan sulfate disaccharide measurement from biological samples using pre-column derivatization, UPLC-MS and single ion monitoring
Antia, I., Yagnik, D., Pantoja Munoz, L., Shah, A. and Hills, F. 2017. Heparan sulfate disaccharide measurement from biological samples using pre-column derivatization, UPLC-MS and single ion monitoring. Analytical Biochemistry. 530, pp. 17-30. https://doi.org/10.1016/j.ab.2017.04.019
Detection of the tau protein in human serum by a sensitive four-electrode electrochemical biosensor
Wang, S., Acha, D., Shah, A., Hills, F., Roitt, I., Demosthenous, A. and Bayford, R. 2017. Detection of the tau protein in human serum by a sensitive four-electrode electrochemical biosensor. Biosensors and Bioelectronics. 92, pp. 482-488. https://doi.org/10.1016/j.bios.2016.10.077
Determination of urinary cortisol, cortisone and 6-sulfatoxymelatonin using dilute and shoot ultra-high pressure liquid chromatography-tandem mass spectrometry
Sniecinska-Cooper, A., Shah, A., Dimitriou, D., Iles, R., Butler, S. and Bayford, R. 2015. Determination of urinary cortisol, cortisone and 6-sulfatoxymelatonin using dilute and shoot ultra-high pressure liquid chromatography-tandem mass spectrometry. Journal of Chromatography B. 978-79, pp. 18-23. https://doi.org/10.1016/j.jchromb.2014.11.016
The role of vitamin In type 2 diabetes
Ali, A., Appiah, S., Shah, A. and Ghali, L. 2014. The role of vitamin In type 2 diabetes. 2014 Middlesex University Postgraduate Researchers Summer Conference. Middlesex University London, UK 19 Jun 2014
Macrophage derived platelet activating factor implicated in the resolution phase of gouty inflammation
Yagnik, D. 2014. Macrophage derived platelet activating factor implicated in the resolution phase of gouty inflammation. International Journal of Inflammation. 2014, pp. 1-6. https://doi.org/10.1155/2014/526496
Effects of N-acetylaspartylglutamate (NAAG) at group II mGluRs and NMDAR
Fricker, A., Mok, M., De la Flor, R., Shah, A., Woolley, M., Dawson, L. and Kew, J. 2009. Effects of N-acetylaspartylglutamate (NAAG) at group II mGluRs and NMDAR. Neuropharmacology. 56 (6-7), pp. 1060-1067. https://doi.org/10.1016/j.neuropharm.2009.03.002
Development and application of a liquid chromatography/tandem mass spectrometric assay for measurement of N-acetylaspartate, N-acetylaspartylglutamate and glutamate in brain slice superfusates and tissue extracts
Shah, A., De la Flor, R., Atkins, A., Slone-Murphy, J. and Dawson, L. 2008. Development and application of a liquid chromatography/tandem mass spectrometric assay for measurement of N-acetylaspartate, N-acetylaspartylglutamate and glutamate in brain slice superfusates and tissue extracts. Journal of Chromatography B. 876 (2), pp. 153-158. https://doi.org/10.1016/j.jchromb.2008.10.012
Development of Zwitterionic Hydrophilic Liquid Chromatography (ZICⓇHILIC-MS) metabolomics method for Shotgun analysis of human urine
Trivedi, D., Jones, H., Shah, A. and Iles, R. 2012. Development of Zwitterionic Hydrophilic Liquid Chromatography (ZICⓇHILIC-MS) metabolomics method for Shotgun analysis of human urine. Journal of Chromatography & Separation Techniques. 03 (06). https://doi.org/10.4172/2157-7064.1000144
A high-performance liquid chromatography/tandem mass spectrometry assay for the simultaneous measurement of acetylcholine and clozapine in microdialysis samples
Shah, A. 2013. A high-performance liquid chromatography/tandem mass spectrometry assay for the simultaneous measurement of acetylcholine and clozapine in microdialysis samples. Journal of Chromatography A.
Chronic fluoxetine differentially modulates the hippocampal microtubular and serotonergic system in grouped and isolation reared rats
Bianchi, M., Fone, K., Shah, A., Atkins, A., Dawson, L., Heidbreder, C., Hagan, J. and Marsden, C. 2009. Chronic fluoxetine differentially modulates the hippocampal microtubular and serotonergic system in grouped and isolation reared rats. European Neuropsychopharmacology. 19 (11), pp. 778-790. https://doi.org/10.1016/j.euroneuro.2009.06.005
Fluoxetine administration modulates the cytoskeletal microtubular system in the rat hippocampus
Bianchi, M., Shah, A., Fone, K., Atkins, A., Dawson, L., Heidbreder, C., Hows, M., Hagan, J. and Marsden, C. 2009. Fluoxetine administration modulates the cytoskeletal microtubular system in the rat hippocampus. Synapse. 63 (4), pp. 359-364. https://doi.org/10.1002/syn.20614
Rising ELISPOT count prior to the onset of symptoms of full-blown tuberculosis disease
Adetifa, I.M.O., Brookes, R., Lugos, M., De Jong, B.C., Antonio, M., Adegbola, R.A. and Hill, P.C. 2007. Rising ELISPOT count prior to the onset of symptoms of full-blown tuberculosis disease. International Journal of Tuberculosis and Lung Disease. 11 (3), pp. 350-352.
Monocyte Fc gamma receptor expression in patients undergoing coronary artery bypass grafting
Stefanou, D., Asimakopoulos, G., Yagnik, D., Haskard, D., Anderson, J., Philippidis, P., Landis, R. and Taylor, K.M. 2004. Monocyte Fc gamma receptor expression in patients undergoing coronary artery bypass grafting. Annals of Thoracic Surgery. 77 (3), pp. 951-955. https://doi.org/10.1016/j.athoracsur.2003.09.026
Macrophage release of transforming growth factor beta1 during resolution of monododium urate monohydrate crystal-induced inflammation
Yagnik, D., Evans, B., Florey, O., Mason, J., Landis, R. and Haskard, D. 2004. Macrophage release of transforming growth factor beta1 during resolution of monododium urate monohydrate crystal-induced inflammation. Arthritis and Rheumatism. 50 (7), pp. 2273-2280. https://doi.org/10.1002/art.20317
Safe disposal of inflammatory monosodium urate monohydrate crystals by differentiated macrophages
Landis, R., Yagnik, D., Florey, O., Philippidis, P., Emons, V., Mason, J. and Haskard, D. 2002. Safe disposal of inflammatory monosodium urate monohydrate crystals by differentiated macrophages. Arthritis and Rheumatism. 46 (11), pp. 3026-3033. https://doi.org/10.1002/art.10614
Development and application of a sensitive high performance ion-exchange chromatography method for the simultaneous measurement of dopamine, 5-hydroxytryptamine and norepinephrine in microdialysates from the rat brain
Heidbreder, C., Lacroix, L., Atkins, A., Organ, A., Murray, S., West, A. and Shah, A. 2001. Development and application of a sensitive high performance ion-exchange chromatography method for the simultaneous measurement of dopamine, 5-hydroxytryptamine and norepinephrine in microdialysates from the rat brain. Journal of Neuroscience Methods. 112 (2), pp. 135-144. https://doi.org/10.1016/S0165-0270(01)00460-5
Noninflammatory phagocytosis of monosodium urate monohydrate crystals by mouse macrophages: implications for the control of joint inflammation in gout
Yagnik, D., Hillyer, P., Marshall, D., Smythe, C., Krausz, T., Haskard, D. and Landis, R. 2000. Noninflammatory phagocytosis of monosodium urate monohydrate crystals by mouse macrophages: implications for the control of joint inflammation in gout. Arthritis and Rheumatism. 43 (8), pp. 1779-1789. https://doi.org/10.1002/1529-0131(200008)43:8<1779::aid-anr14>3.0.co;2-2
Derivatisation methods for trace-level quantification of β-lactam antibiotics using HPLC
Shah, A., Orford, C., Perry, D. and Adlard, M. 1995. Derivatisation methods for trace-level quantification of β-lactam antibiotics using HPLC. LC-GC International. 6 (4), pp. 130-140.