Neurochemical Changes Following Botulinum Toxin Type A in Chronic Migraine: An LC–MS/MS and HPLC Evaluation of Plasma and Urinary Biomarkers
Abstract
1. Introduction
2. Experimental Procedures
2.1. Design
2.1.1. Sample Collection
2.1.2. Study Groups
- Healthy control group (n = 30);
- Migraine patient group (n = 31) according to BoNT-A treatment:
- i
- Before-BoNT-A;
- ii
- After-BoNT-A (One month after BoNT-A administration).
2.1.3. Inclusion Criteria
2.1.4. Exclusion Criteria
2.1.5. Migraine Disability Assessment Scale (MIDAS)
2.1.6. Visual Analog Scale (VAS)
2.1.7. BoNT-A Administration
2.2. Biochemical Analysis
2.2.1. Liquid Chromatography–Tandem Mass Spectrometry (LC–MS/MS)
2.2.2. High-Performance Liquid Chromatography (HPLC)
Analysis of 5-Hydroxytryptamine (5-HT) in Urine and Plasma
2.2.3. Enzyme-Linked Immunosorbent Assay (ELISA) Methods
Glutamate to Glutamine Ratio
2.3. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- GBD 2019 Diseases and Injuries Collaborators. Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. Lancet 2020, 396, 1562. [Google Scholar]
- Cader, M.Z. The genetics of migraine and the path to precision medicine. Prog. Brain Res. 2020, 255, 403–418. [Google Scholar]
- Ashina, M. Migraine. N. Engl. J. Med. 2020, 383, 1866–1876. [Google Scholar] [CrossRef] [PubMed]
- Silvestro, M.; Iannone, L.F.; Orologio, I.; Tessitore, A.; Tedeschi, G.; Geppetti, P.; Russo, A. Migraine Treatment: Towards New Pharmacological Targets. Int. J. Mol. Sci. 2023, 24, 12268. [Google Scholar] [CrossRef] [PubMed]
- Shaterian, N.; Shaterian, N.; Ghanaatpisheh, A.; Abbasi, F.; Daniali, S.; Jahromi, M.J.; Sanie, M.S.; Abdoli, A. Botox (OnabotulinumtoxinA) for Treatment of Migraine Symptoms: A Systematic Review. Pain Res. Manag. 2022, 2022, 3284446. [Google Scholar] [CrossRef]
- Aditya, S.; Rattan, A. Advances in CGRP Monoclonal Antibodies as Migraine Therapy: A Narrative Review. Saudi J. Med. Med. Sci. 2023, 11, 11–18. [Google Scholar] [PubMed]
- Aoki, K.R. Evidence for antinociceptive activity of botulinum toxin type A in pain management. Headache 2003, 43, S9–S15. [Google Scholar]
- Valente, M.; Lettieri, C.; Russo, V.; Janes, F.; Gigli, G.L. Clinical and Neurophysiological Effects of Botulinum Neurotoxin Type A in Chronic Migraine. Toxins 2021, 13, 392. [Google Scholar] [CrossRef]
- Barbanti, P.; Ferroni, P. Onabotulinum toxin A in the treatment of chronic migraine: Patient selection and special considerations. J. Pain. Res. 2017, 10, 2319–2329. [Google Scholar] [CrossRef]
- Matak, I.; Lacković, Z. Native botulinum toxin type A vs. redesigned botulinum toxins in pain: What did we learn so far? Curr. Opin. Pharmacol. 2024, 78, 102476. [Google Scholar] [CrossRef]
- Waliszewska-Prosół, M.; Vuralli, D.; Martelletti, P. What to do with non-responders to CGRP(r) monoclonal antibodies: Switch to another or move to gepants? J. Headache Pain 2023, 24, 163. [Google Scholar] [CrossRef]
- Graefe, S.B.; Rahimi, N.; Mohiuddin, S.S. Biochemistry, Substance P. In StatPearls; StatPearls Publishing: Treasure Island, FL, USA, 2025. Available online: https://www.ncbi.nlm.nih.gov/books/NBK554583/ (accessed on 29 December 2024).
- Zieglgänsberger, W. Substance P and pain chronicity. Cell Tissue Res. 2019, 375, 227–241. [Google Scholar] [CrossRef]
- Viudez-Martínez, A.; Torregrosa, A.B.; Navarrete, F.; García-Gutiérrez, M.S. Understanding the Biological Relationship between Migraine and Depression. Biomolecules 2024, 14, 163. [Google Scholar] [CrossRef]
- Cho, L.Y.; Bell, T.K.; Craddock, L.; Godfrey, K.J.; Hershey, A.D.; Kuziek, J.; Stokoe, M.; Millar, K.; Orr, S.L.; Harris, A.D. Region-specific changes in brain glutamate and gamma-aminobutyric acid across the migraine attack in children and adolescents. Pain 2024, 165, 2749–2761. [Google Scholar] [CrossRef]
- Tao, R.; Auerbach, S.B. Regulation of serotonin release by GABA and excitatory amino acids. J. Psychopharmacol. 2000, 14, 100–113. [Google Scholar] [CrossRef] [PubMed]
- Zukerman, E.; Minatti-Hannuch, S.N.; Mazzacoratti, M.G.N.; dos Reis Filho, J.B.; Cavalheiro, E.A. Cerebrospinal fluid neurotransmitter amino acids in migraine. Cephalalgia 1993, 13, 92. [Google Scholar]
- Alam, Z.; Coombes, N.; Waring, R.H.; Williams, A.C.; Steventon, G.B. Plasma levels of neuroexcitatory amino acids in patients with migraine or tension headache. J. Neurol. Sci. 1998, 156, 102–106. [Google Scholar] [CrossRef] [PubMed]
- Mâgoul, R.; Onteniente, B.; Oblin, A.; Calas, A. Inter- and intracellular relationship of substance P-containing neurons with serotonin and GABA in the dorsal raphe nucleus: Combination of autoradiographic and immunocytochemical techniques. J. Histochem. Cytochem. 1986, 34, 735–742. [Google Scholar] [CrossRef]
- Briki, M.; Murisier, A.; Guidi, M.; Seydoux, C.; Buclin, T.; Marzolini, C.; Girardin, F.; Thoma, Y.; Carrara, S.; Choong, E.; et al. Liquid chromatography coupled to tandem mass spectrometry (LC-MS/MS) methods for the therapeutic drug monitoring of cytotoxic anticancer drugs: An update. J. Chromatogr. B Analyt. Technol. Biomed. Life Sci. 2024, 1236, 124039. [Google Scholar] [CrossRef]
- Headache Classification Committee of the International Headache Society (IHS) The International Classification of Headache Disorders, 3rd edition. Cephalalgia 2018, 38, 1–211. [CrossRef]
- Carvalho, G.F.; Luedtke, K.; Braun, T. Minimal important change and responsiveness of the Migraine Disability Assessment Score (MIDAS) questionnaire. J. Headache Pain 2021, 22, 126. [Google Scholar] [CrossRef] [PubMed]
- Ertaş, M.; Siva, A.; Dalkara, T.; Uzuner, N.; Dora, B.; İnAn, L.; İdIman, F.; Sarica, Y.; Selçuki, D.; Şirin, H. Validity and reliability of the Turkish Migraine Disability Assessment (MIDAS) questionnaire. Headache 2004, 44, 786–793. [Google Scholar]
- Delgado, D.A.; Lambert, B.S.; Boutris, N.; McCulloch, P.C.; Robbins, A.B.; Moreno, M.R.; Harris, J.D. Validation of Digital Visual Analog Scale Pain Scoring With a Traditional Paper-based Visual Analog Scale in Adults. J. Am. Acad. Orthop. Surg. Glob. Res. Rev. 2018, 2, e088. [Google Scholar] [CrossRef]
- Zirovich, M.D.; Pangarkar, S.S.; Manh, C.; Chen, L.; Vangala, S.; Elashoff, D.A.; Izuchukwu, I.S. Botulinum Toxin Type A for the Treatment of Post-traumatic Headache: A Randomized, Placebo-Controlled, Cross-over Study. Mil. Med. 2021, 186, 493–499. [Google Scholar] [CrossRef]
- Demiryurek, B.E.; Ertem, D.H.; Tekin, A.; Ceylan, M.; Aras, Y.G.; Gungen, B.D. Effects of onabotulinumtoxinA treatment on efficacy, depression, anxiety, and disability in Turkish patients with chronic migraine. Neurol. Sci. 2016, 37, 1779–1784. [Google Scholar] [CrossRef] [PubMed]
- Martinelli, D.; Arceri, S.; Tronconi, L.; Tassorelli, C. Chronic migraine and Botulinum Toxin Type A: Where do paths cross? Toxicon 2020, 178, 69–76. [Google Scholar] [CrossRef]
- Heikkilä, H.M.; Hielm-Björkman, A.K.; Innes, J.F.; Laitinen-Vapaavuori, O.M. The effect of intra-articular botulinum toxin A on substance P, prostaglandin E2, and tumor necrosis factor alpha in the canine osteoarthritic joint. BMC Vet. Res. 2017, 13, 74. [Google Scholar] [CrossRef]
- Becker, W.J. Botulinum Toxin in the Treatment of Headache. Toxins 2020, 12, 803. [Google Scholar] [CrossRef]
- Matak, I.; Lacković, Z. Botulinum toxin A, brain and pain. Prog. Neurobiol. 2014, 119–120, 39–59. [Google Scholar] [CrossRef]
- Kępczyńska, K.; Domitrz, I. Botulinum Toxin-A Current Place in the Treatment of Chronic Migraine and Other Primary Headaches. Toxins 2022, 14, 619. [Google Scholar] [PubMed]
- Welch, M.J.; Purkiss, J.R.; Foster, K.A. Sensitivity of embryonic rat dorsal root ganglia neurons to Clostridium botulinum neurotoxins. Toxicon 2000, 38, 245–258. [Google Scholar] [CrossRef]
- Ishikawa, H.; Mitsui, Y.; Yoshitomi, T.; Mashimo, K.; Aoki, S.; Mukuno, K.; Shimizu, K. Presynaptic effects of botulinum toxin type A on the neuronally evoked response of albino and pigmented rabbit iris sphincter and dilator muscles. Jpn. J. Ophthalmol. 2000, 44, 106–109. [Google Scholar] [CrossRef]
- Lucioni, A.; Bales, G.T.; Lotan, T.L.; McGehee, D.S.; Cook, S.P.; Rapp, D.E. Botulinum toxin type A inhibits sensory neuropeptide release in rat bladder models of acute injury and chronic inflammation. BJU Int. 2008, 101, 366–370. [Google Scholar] [CrossRef] [PubMed]
- Carmichael, N.M.E.; Dostrovsky, J.O.; Charlton, M.P. Peptide-mediated transdermal delivery of botulinum neurotoxin type A reduces neurogenic inflammation in the skin. Pain 2010, 149, 316–324. [Google Scholar] [CrossRef]
- Filipović, B.; Matak, I.; Bach-Rojecky, L.; Lacković, Z. Central action of peripherally applied botulinum toxin type A on pain and dural protein extravasation in rat model of trigeminal neuropathy. PLoS ONE 2012, 7, e29803. [Google Scholar] [CrossRef]
- Matak, I.; Tékus, V.; Bölcskei, K.; Lacković, Z.; Helyes, Z. Involvement of substance P in the antinociceptive effect of botulinum toxin type A: Evidence from knockout mice. Neuroscience 2017, 358, 137–145. [Google Scholar] [CrossRef]
- Chancellor, M.B.; Fowler, C.J.; Apostolidis, A.; de Groat, W.C.; Smith, C.P.; Somogyi, G.T.; Aoki, K.R. Drug Insight: Biological effects of botulinum toxin A in the lower urinary tract. Nat. Clin. Pract. Urol. 2008, 5, 319–328. [Google Scholar] [PubMed]
- Pijpers, J.A.; Kies, D.A.; Louter, M.A.; van Zwet, E.W.; Ferrari, M.D.; Terwindt, G.M. Acute withdrawal and botulinum toxin A in chronic migraine with medication overuse: A double-blind randomized controlled trial. Brain 2019, 142, 1203–1214. [Google Scholar] [CrossRef] [PubMed]
- Deen, M.; Hansen, H.D.; Hougaard, A.; Nørgaard, M.; Eiberg, H.; Lehel, S.; Ashina, M.; Knudsen, G.M. High brain serotonin levels in migraine between attacks: A 5-HT4 receptor binding PET study. Neuroimage Clin. 2018, 18, 97–102. [Google Scholar] [CrossRef]
- Matak, I.; Bölcskei, K.; Bach-Rojecky, L.; Helyes, Z. Mechanisms of Botulinum Toxin Type A Action on Pain. Toxins 2019, 11, 459. [Google Scholar] [CrossRef]
- Verderio, C.; Grumelli, C.; Raiteri, L.; Coco, S.; Paluzzi, S.; Caccin, P.; Rossetto, O.; Bonanno, G.; Montecucco, C.; Matteoli, M. Traffic of botulinum toxins A and E in excitatory and inhibitory neurons. Traffic 2007, 8, 142–153. [Google Scholar] [CrossRef]
- Drinovac Vlah, V.; Bach-Rojecky, L.; Matak, I.; Lacković, Z. Involvement of μ-opioid receptors in antinociceptive action of botulinum toxin type A. Neuropharmacology 2013, 70, 331–337. [Google Scholar] [CrossRef]
- Drinovac Vlah, V.; Bach-Rojecky, L.; Lacković, Z. Association of antinociceptive action of botulinum toxin type A with GABA-A receptor. J. Neural Transm. 2014, 121, 665–669. [Google Scholar] [CrossRef]
- McMahon, H.T.; Foran, P.; Dolly, J.O.; Verhage, M.; Wiegant, V.M.; Nicholls, D.G. Tetanus toxin and botulinum toxins type A and B inhibit glutamate, gamma-aminobutyric acid, aspartate, and met-enkephalin release from synaptosomes. Clues to the locus of action. J. Biol. Chem. 1992, 267, 21338–21343. [Google Scholar]
- Zunhammer, M.; Schweizer, L.M.; Witte, V.; Harris, R.E.; Bingel, U.; Schmidt-Wilcke, T. Combined glutamate and glutamine levels in pain-processing brain regions are associated with individual pain sensitivity. Pain 2016, 157, 2248–2256. [Google Scholar] [CrossRef] [PubMed]
- Yang, K.Y.; Mun, J.H.; Park, K.D.; Kim, M.J.; Ju, J.S.; Kim, S.T.; Bae, Y.C.; Ahn, D.K. Blockade of spinal glutamate recycling produces paradoxical antinociception in rats with orofacial inflammatory pain. Prog. Neuropsychopharmacol. Biol. Psychiatry 2015, 57, 100–109. [Google Scholar] [CrossRef]
- Zielman, R.; Wijnen, J.P.; Webb, A.; Onderwater, G.L.J.; Ronen, I.; Ferrari, M.D.; Kan, H.E.; Terwindt, G.M.; Kruit, M.C. Cortical glutamate in migraine. Brain 2017, 140, 1859–1871. [Google Scholar] [CrossRef]
- Bathel, A.; Schweizer, L.; Stude, P.; Glaubitz, B.; Wulms, N.; Delice, S.; Schmidt-Wilcke, T. Increased thalamic glutamate/glutamine levels in migraineurs. J. Headache Pain 2018, 19, 55. [Google Scholar] [CrossRef]
- Noseda, R.; Kainz, V.; Borsook, D.; Burstein, R. Neurochemical pathways that converge on thalamic trigeminovascular neurons: Potential substrate for modulation of migraine by sleep, food intake, stress and anxiety. PLoS ONE 2014, 9, e103929. [Google Scholar] [CrossRef] [PubMed]
- Steel, A.; Mikkelsen, M.; Edden, R.A.E.; Robertson, C.E. Regional balance between glutamate+glutamine and GABA+ in the resting human brain. Neuroimage 2020, 220, 117112. [Google Scholar] [CrossRef] [PubMed]



| Analyte/IS | ESI-Mode | Quantifier MRM | Qualifier MRM | ||
|---|---|---|---|---|---|
| Precursor [m/z] | Product [m/z] | Precursor [m/z] | Product [m/z] | ||
| Glutamate | Positive | 148 | 84 | 148 | 102 |
| Glutamine | Positive | 147 | 84 | 147 | 130 |
| GABA | Positive | 104 | 87 | 104 | 87 |
| Control (n = 30) | Chronic Migraine (n = 31) | p-Value | |
|---|---|---|---|
| Gender (F/M) | 17/13 | 24/7 | 0.241 |
| Age (Year) | 44.07 ± 12.301 | 39.71 ± 10.202 | 0.068 |
| Before-BoNT-A | After-BoNT-A | p-Value | |
|---|---|---|---|
| Pain frequency, monthly | 12.52 ± 6.971 | 1.32 ± 1.275 | <0.001 |
| MIDAS | 2.71 ± 0.739 | 0.74 ± 0.815 | <0.001 |
| VAS | 8.23 ± 1.309 | 1.97 ± 1.722 | <0.001 |
| Control (n = 30) | Before BoNT-A (n = 31) | After BoNT-A (n = 31) | p-Value | |
|---|---|---|---|---|
| Substance P (pg/mL) | 314.30 (234.37–401.03) | 348.76 (275.42–524.81) c,* | 492.29 (377.70–606.55) a,*** | <0.001 |
| 5-HT plasma (µg/L) | 108 (85.15–151.22) | 118.60 (62.80–209.60) | 152.60 (67.70–264.20) | 0.160 |
| 5-HT urine (ug/g creatinine) | 127 (88.92–151.25) | 103 (66.90–127.00) | 100 (73.90–133.00) | 0.188 |
| GABA (µmol/L) | 0.15 (0.13–0.17) | 0.18 (0.13–0.24) | 0.19 (0.14–0.24) | 0.095 |
| Glutamate (µmol/L) | 98.75 (90.54–114.62) | 104.36 (81.08–141.95) | 117.02 (84.81–144.31) | 0.521 |
| Glutamine (µmol/L) | 418.59 (339.86–462.98) b,** | 492.56 (431.80–567.68) c,*** | 340.68 (309.05–385.90) | <0.001 |
| Glu/Gln ratio | 0.235 (0.191–0.337) | 0.183 (0.152–0.302) c,** | 0.338 (0.217–0.446) | 0.006 |
| (A) Control Group | ||||||||||
| A | Substance P | Glutamate | Glutamine | Age | Glutamate/Glutamine Ratio | |||||
| Substance P | — | |||||||||
| Glutamate | −0.004 | — | ||||||||
| Glutamine | 0.066 | −0.358 | — | |||||||
| Age (years) | −0.436 * | 0.466 ** | −0.138 | — | ||||||
| Glutamate/Glutamine ratio | −0.071 | 0.671 ** | −0.871 ** | — | ||||||
| (B) Before BoNT-A | ||||||||||
| B | 5-HT (Plasma) | GABA | Glutamate | Glutamine | Age | Sex | MIDAS | |||
| 5-HT (Plasma) | — | |||||||||
| GABA | 0.220 | — | ||||||||
| Glutamate | 0.262 | 0.335 | — | |||||||
| Glutamine | −0.247 | 0.233 | −0.096 | — | ||||||
| Age (years) | −0.385 * | 0.085 | −0.111 | — | ||||||
| Sex | 0.016 | 0.095 | −0.256 | — | ||||||
| MIDAS score | −0.195 | −0.348 | −0.126 | 0.435 * | −0.285 | 0.028 | — | |||
| VAS score | 0.038 | −0.416 * | 0.144 | 0.041 | −0.278 | −0.286 | 0.406 * | |||
| Pain frequency (monthly) | −0.413 * | −0.334 | −0.231 | 0.183 | 0.424 * | −0.004 | 0.096 | |||
| Glutamate/Glutamine ratio | 0.272 | −0.008 | 0.748 ** | −0.637 ** | −0.228 | −0.132 | −0.233 | |||
| (C) After BoNT-A | ||||||||||
| C | Substance P | 5-HT (Plasma) | GABA | Glutamate | Glutamine | Age | Sex | MIDAS | VAS | Pain Frequency (Monthly) |
| Substance P | — | |||||||||
| 5-HT (Plasma) | 0.033 | — | ||||||||
| GABA | 0.070 | −0.314 | — | |||||||
| Glutamate | 0.029 | −0.009 | 0.414 * | — | ||||||
| Glutamine | 0.394 * | −0.314 | −0.027 | — | ||||||
| Age (years) | −0.060 | −0.459 ** | 0.158 | — | ||||||
| Sex | −0.157 | −0.016 | −0.058 | — | ||||||
| MIDAS score | 0.024 | 0.110 | −0.272 | — | ||||||
| VAS score | −0.169 | 0.009 | −0.366 * | −0.097 | 0.064 | 0.862 ** | — | |||
| Pain frequency (monthly) | −0.155 | 0.008 | −0.370 * | −0.228 | 0.102 | 0.809 ** | 0.906 ** | — | ||
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Dumur, S.; Aygun, D.; Gorica, E.; Boyaci, H.; Dundar, B.; Konukoglu, D.; Uzun, H. Neurochemical Changes Following Botulinum Toxin Type A in Chronic Migraine: An LC–MS/MS and HPLC Evaluation of Plasma and Urinary Biomarkers. J. Clin. Med. 2026, 15, 1208. https://doi.org/10.3390/jcm15031208
Dumur S, Aygun D, Gorica E, Boyaci H, Dundar B, Konukoglu D, Uzun H. Neurochemical Changes Following Botulinum Toxin Type A in Chronic Migraine: An LC–MS/MS and HPLC Evaluation of Plasma and Urinary Biomarkers. Journal of Clinical Medicine. 2026; 15(3):1208. https://doi.org/10.3390/jcm15031208
Chicago/Turabian StyleDumur, Seyma, Demet Aygun, Era Gorica, Hafize Boyaci, Bagnu Dundar, Dildar Konukoglu, and Hafize Uzun. 2026. "Neurochemical Changes Following Botulinum Toxin Type A in Chronic Migraine: An LC–MS/MS and HPLC Evaluation of Plasma and Urinary Biomarkers" Journal of Clinical Medicine 15, no. 3: 1208. https://doi.org/10.3390/jcm15031208
APA StyleDumur, S., Aygun, D., Gorica, E., Boyaci, H., Dundar, B., Konukoglu, D., & Uzun, H. (2026). Neurochemical Changes Following Botulinum Toxin Type A in Chronic Migraine: An LC–MS/MS and HPLC Evaluation of Plasma and Urinary Biomarkers. Journal of Clinical Medicine, 15(3), 1208. https://doi.org/10.3390/jcm15031208

