Evaluating the Efficacy of Neurofeedback in Post-Bariatric Surgery Patients: A Pilot Study
Abstract
1. Introduction
2. Materials and Methods
2.1. Partecipants
2.2. Neurofeedback Protocol Used in the Study
2.3. Measures
2.3.1. Eating Disorder Inventory (EDI)
2.3.2. Body Uneasiness Test (BUT)
2.4. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
6. Limitations
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
NFT | Neurofeedback Training |
EDI | Eating Disorder Inventory |
BUT | Body Uneasiness Test |
EE | Emotional Eating |
BMI | Body Mass Index |
References
- Blüher, M. Obesity: Global epidemiology and pathogenesis. Nat. Rev. Endocrinol. 2019, 15, 288–298. [Google Scholar] [CrossRef] [PubMed]
- World Health Organization. WHO European Regional Obesity Report 2022. WHO Regional Office for Europe. 2022. Available online: https://apps.who.int/iris/handle/10665/353747 (accessed on 15 March 2025).
- National Institute for Health and Care Excellence. Obesity: Identification, Assessment and Management (CG189). 2023. Available online: https://www.nice.org.uk/guidance/cg189 (accessed on 15 March 2025).
- Van Strien, T. Causes of emotional eating and matched treatment of obesity. Curr. Diabetes Rep. 2018, 18, 35. [Google Scholar] [CrossRef]
- Heatherton, T.F.; Baumeister, R.F. Binge eating as escape from self-awareness. Psychol. Bull. 1991, 110, 86. [Google Scholar] [CrossRef]
- Czepczor-Bernat, K.; Brytek-Matera, A.; Gramaglia, C.; Zeppegno, P. The moderating effects of mindful eating on the relationship between emotional functioning and eating styles in overweight and obese women. Eat. Weight Disord. 2020, 25, 841–849. [Google Scholar] [CrossRef]
- Niemeier, H.M.; Phelan, S.; Fava, J.L.; Wing, R.R. Internal disinhibition predicts weight regain following weight loss and weight loss maintenance. Obesity 2007, 15, 2485–2494. [Google Scholar] [CrossRef]
- Sjöström, L. Review of the key results from the Swedish Obese Subjects (SOS) trial—A prospective controlled intervention study of bariatric surgery. J. Intern. Med. 2013, 273, 219–234. [Google Scholar] [CrossRef]
- Colquitt, J.L.; Pickett, K.; Loveman, E.; Frampton, G.K. Surgery for weight loss in adults. Cochrane Database Syst. Rev. 2014, 2014, CD003641. [Google Scholar] [CrossRef]
- Hatoum, I.J.; Blackstone, R.; Hunter, T.D.; Francis, D.M.; Steinbuch, M.; Harris, J.L.; Kaplan, L.M. Clinical factors associated with remission of obesity-related comorbidities after bariatric surgery. JAMA Surg. 2016, 151, 130–137. [Google Scholar] [CrossRef] [PubMed]
- Reis, M.G.; Moreira, L.F.G.G.; de Andrade Carvalho, L.S.V.; de Castro, C.T.; Vieira, R.A.L.; Guimarães, N.S. Weight regain After Bariatric Surgery: A Systematic Review and Meta-Analysis of Observational Studies. Obes. Med. 2024, 45, 100528. [Google Scholar] [CrossRef]
- Hadipour Lakmehsari, A.; Mento, C.; Scaramuzzino, C.; Arena, F.; Turiaco, F.; Muscatello, M.R.A.; Navarra, G.; Pandolfo, G.; Lombardo, C. Psychological traits of bariatric surgery candidates and predictors of outcomes. J. Pers. Med. 2025, 15, 215. [Google Scholar] [CrossRef] [PubMed]
- Angelakis, E.; Stathopoulou, S.; Frymiare, J.L.; Green, D.L.; Lubar, J.F.; Kounios, J. EEG neurofeedback: A brief overview and an example of peak alpha frequency training for cognitive enhancement in the elderly. Clin. Neuropsychol. 2007, 21, 110–129. [Google Scholar] [CrossRef] [PubMed]
- Doppelmayr, M.; Weber, E. Effects of SMR and theta/beta neurofeedback on reaction times, spatial abilities, and creativity. J. Neurother. 2011, 15, 115–129. [Google Scholar] [CrossRef]
- Enriquez-Geppert, S.; Huster, R.J.; Herrmann, C.S. Boosting brain functions: Improving executive functions with behavioral training, neurostimulation, and neurofeedback. Int. J. Psychophysiol. 2013, 88, 1–16. [Google Scholar] [CrossRef]
- Enriquez-Geppert, S.; Huster, R.J.; Herrmann, C.S. EEG-neurofeedback as a tool to modulate cognition and behavior: A review tutorial. Front. Hum. Neurosci. 2017, 11, 51. [Google Scholar] [CrossRef]
- Jirayucharoensak, S.; Israsena, P.; Pan-Ngum, S.; Hemrungrojn, S.; Maes, M. A game-based neurofeedback training system to enhance cognitive performance in healthy elderly subjects and in patients with amnestic mild cognitive impairment. Clin. Interv. Aging 2019, 14, 347–360. [Google Scholar] [CrossRef] [PubMed]
- Ros, T.; Munneke, M.A.; Ruge, D.; Gruzelier, J.H.; Rothwell, J.C. Endogenous control of waking brain rhythms induces neuroplasticity in humans. Eur. J. Neurosci. 2010, 31, 770–778. [Google Scholar] [CrossRef]
- Campos da Paz, V.K.; Garcia, A.; Campos da Paz Neto, A.; Tomaz, C. SMR neurofeedback training facilitates working memory performance in healthy older adults: A behavioral and EEG study. Front. Behav. Neurosci. 2018, 12, 321. [Google Scholar] [CrossRef]
- Hammond, D.C. What is neurofeedback: An update. J. Neurother. 2011, 15, 305–336. [Google Scholar] [CrossRef]
- Percik, R.; Cina, J.; Even, B.; Gitler, A.; Geva, D.; Seluk, L.; Livny, A. A pilot study of a novel therapeutic approach to obesity: CNS modification by NIRHEG neurofeedback. Clin. Nutr. 2019, 38, 258–263. [Google Scholar] [CrossRef]
- Dalton, B.; Campbell, I.C.; Schmidt, U. Neuromodulation and neurofeedback treatments in eating disorders and obesity. Curr. Opin. Psychiatry 2017, 30, 458–473. [Google Scholar] [CrossRef]
- Mento, C. Neurorehabilitation techniques in obese and bariatric patients. In: Introduction Following World Obesity Day. Neurorehabilit. Tech. Obes. Bariatr. 2022, 1, 41–51. [Google Scholar]
- Schmidt, J.; Martin, A. The influence of physiological and psychological learning mechanisms in neurofeedback vs. mental imagery against binge eating. Appl. Psychophysiol. Biofeedback 2020, 45, 293–305. [Google Scholar] [CrossRef] [PubMed]
- Imperatori, C.; Valenti, E.M.; Della Marca, G.; Amoroso, N.; Massullo, C.; Carbone, G.A.; Maestoso, M.; Quintiliani, M.I.; Contardi, A.; Farina, B. Coping food craving with neurofeedback. Evaluation of the usefulness of alpha/theta training in a non-clinical sample. Int. J. Psychophysiol. 2017, 112, 89–97. [Google Scholar] [CrossRef] [PubMed]
- Schaefer, W.K.; Maclennan, R.N.; Yaholnitsky-Smith, S.A.; Stover, E.D. Psychometric evaluation of the Eating Disorder Inventory (EDI) in a clinical group. Psychol. Health 1998, 13, 873–881. [Google Scholar] [CrossRef]
- Cuzzolaro, M.; Vetrone, G.; Marano, G.; Garfinkel, P.E. The Body Uneasiness Test (BUT): Development and validation of a new body image assessment scale. Eat. Weight Disord. 2006, 11, 1–13. [Google Scholar] [CrossRef]
- Williams-Kerver, G.A.; Steffen, K.J.; Mitchell, J.E. Eating pathology after bariatric surgery: An updated review of the recent literature. Curr. Psychiatry Rep. 2019, 21, 86. [Google Scholar] [CrossRef]
- Meany, G.; Conceição, E.; Mitchell, J.E. Binge eating, binge eating disorder and loss of control eating: Effects on weight outcomes after bariatric surgery. Eur. Eat. Disord. Rev. 2014, 22, 87–91. [Google Scholar] [CrossRef]
- Bryant, E.J.; Malik, M.S.; Whitford-Bartle, T.; Waters, G.M. The effects of bariatric surgery on psychological aspects of eating behaviour and food intake in humans. Appetite 2020, 150, 104575. [Google Scholar] [CrossRef] [PubMed]
- Blume, M.; Schmidt, R.; Schmidt, J.; Martin, A.; Hilbert, A. EEG neurofeedback in the treatment of adults with binge-eating disorder: A randomized controlled pilot study. Neurotherapeutics 2022, 19, 352–365. [Google Scholar] [CrossRef]
- Rösch, S.A.; Schmidt, R.; Hilbert, A. Predittori dell’esito del trattamento di neurofeedback nel disturbo da alimentazione incontrollata: Uno studio esplorativo. G. Ital. Disturbi Aliment. 2023, 56, 2283–2294. [Google Scholar]
- Imperatori, C.; Mancini, M.; Della Marca, G.; Valenti, E.M.; Farina, B. Feedback-based treatments for eating disorders and related symptoms: A systematic review of the literature. Nutrients 2018, 10, 1806. [Google Scholar] [CrossRef] [PubMed]
- Pepino, M.Y.; Stein, R.I.; Eagon, J.C.; Klein, S. Bariatric surgery-induced weight loss causes remission of food addiction in extreme obesity. Obesity 2014, 22, 1792–1798. [Google Scholar] [CrossRef] [PubMed]
- Bartholdy, S.; Musiat, P.; Campbell, I.C.; Schmidt, U. The potential of neurofeedback in the treatment of eating disorders: A review of the literature. Eur. Eat. Disord. Rev. 2013, 21, 456–463. [Google Scholar] [CrossRef]
- Schmidt, J.; Martin, A. Neurofeedback against binge eating: A randomized controlled trial in a female subclinical threshold sample. Eur. Eat. Disord. Rev. 2016, 24, 406–416. [Google Scholar] [CrossRef]
- Kohl, S.H.; Veit, R.; Spetter, M.S.; Günther, A.; Rina, A.; Lührs, M.; Birbaumer, N.; Preissl, H.; Hallschmid, M. Real-time fMRI neurofeedback training to improve eating behavior by self-regulation of the dorsolateral prefrontal cortex: A randomized controlled trial in overweight and obese subjects. Neuroimage 2019, 191, 596–609. [Google Scholar] [CrossRef]
- Stice, E.; Yokum, S.; Burger, K.S.; Epstein, L.H.; Small, D.M. Youth at risk for obesity show greater activation of striatal and somatosensory regions to food. J. Neurosci. 2011, 31, 4360–4366. [Google Scholar] [CrossRef]
- Monpellier, V.M.; Janssen, I.M.; Antoniou, E.E.; Jansen, A.T. Weight change after Roux-en Y gastric bypass, physical activity and eating style: Is there a relationship? Obes. Surg. 2019, 29, 526–533. [Google Scholar] [CrossRef]
- Nasirzadeh, Y.; Kantarovich, K.; Wnuk, S.; Okrainec, A.; Cassin, S.E.; Hawa, R.; Sockalingam, S. Binge eating, loss of control over eating, emotional eating, and night eating after bariatric surgery: Results from the Toronto Bari-PSYCH Cohort Study. Obes. Surg. 2018, 28, 2032–2039. [Google Scholar] [CrossRef]
- Van den Eynde, F.; Claudino, A.M.; Mogg, A.; Horrell, L.; Stahl, D.; Ribeiro, W.; Uher, R.; Campbell, I.; Schmidt, U. Repetitive transcranial magnetic stimulation reduces cue-induced food craving in bulimic disorders. Biol. Psychiatry 2010, 67, 793–795. [Google Scholar] [CrossRef] [PubMed]
- Zheng, L.; Yu, Y.; Wu, X.; Hu, J.; Gan, Y. Effective non-invasive brain stimulation over dorsolateral prefrontal cortex for modulation of food craving and consumption: A systematic and meta-analytic review. Prog. Neuropsychopharmacol. Biol. Psychiatry 2025, 137, 111271. [Google Scholar] [CrossRef] [PubMed]
- Beaulac, J.; Sandre, D. Impact of a CBT psychotherapy group on post-operative bariatric patients. Springerplus 2015, 4, 764. [Google Scholar] [CrossRef] [PubMed]
- Askovic, M.; Soh, N.; Elhindi, J.; Harris, A.W.F. Neurofeedback for post-traumatic stress disorder: Systematic review and meta-analysis of clinical and neurophysiological outcomes. Eur. J. Psychotraumatol. 2023, 14, 2257435. [Google Scholar] [CrossRef]
- Anderson, L.; De Ridder, D.; Glue, P.; Mani, R.; van Sleeuwen, C.; Smith, M.; Adhia, D.B. A safety and feasibility randomized placebo controlled trial exploring electroencephalographic effective connectivity neurofeedback treatment for fibromyalgia. Sci. Rep. 2025, 15, 209. [Google Scholar] [CrossRef]
Neurofeedback Group (N = 18) | Control Group (N = 18) | |
---|---|---|
Gender (M; F) | 10; 8 | 9; 9 |
Age (mean ± SD) | 45.22 ± 11.2 | 42.22 ± 11.2 |
Schooling (n, %) | Primary school: 2 (11.1%) Middle school: 12 (66.7%) High school: 4 (22.2%) | Primary school: 3 (16.7%) Middle school: 9 (50%) High school: 6 (33.3%) |
Psychiatric history-Psychopharmacological treatment (n, %) | 4 (22.2%) | 2 (11.1%) |
Neurofeedback Group (N = 18) | Control Group (N = 18) | NFT vs. Control Group | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
T0 | T1 | T0 vs. T1 | T0 | T1 | T0 | T1 | |||||||
Mean (S.D) | IC 95% | Mean (S.D) | IC 95% | p | Cohen d | Mean (S.D) | IC 95% | Mean (S.D) | IC 95% | p | p | Cohen d | |
EDI | |||||||||||||
Total score | 44.11 (15) | [32.89–55.33] | 22.9 (6.5) | [17.90–27.88] | 0.008 * | 0.68 | 41.12 (12) | [41.55–62.90] | 39.2 (9.3) | [25.33–49.75] | 0.235 | 0.012 * | 0.71 |
Drive for thinness | 55 (21.4) | [38.25–71.23] | 17.86 (15.2) | [6.18–29.55] | 0.008 * | 0.70 | 51 (21.4) | [44.81–75.80] | 38.23 (18.2) | [16.97–48.56] | 0.371 | 0.023 * | 0.51 |
Bulimia | 35.03 (15.1) | [23.37–46.70] | 3.16 (4.7) | [−0.485–6.82] | 0.008 * | 0.81 | 36.03 (11.2) | [28.77–46.68] | 34.13 (7.3) | [6.90–22.42] | 0.435 | 0.008 * | 0.92 |
Body dissatisfaction | 53.74 (20.5) | [37.98–69.51] | 18.92 (15.1) | [7.31–30.54] | 0.011 * | 0.69 | 55.72 (25.1) | [47.67–76.72] | 35.22 (11.2) | [22.19–61.55] | 0.289 | 0.015 * | 0.52 |
Ineffectiveness | 50.26 (16.6) | [37.49–63.04] | 1.85 (3.8) | [−1.045–4.76] | 0.008 * | 0.89 | 56.12 (15.6) | [43.43–70.70] | 53.99 (17.9) | [11.86–31.45] | 0.126 | 0.002 * | 0.89 |
Perfectionism | 51.77 (9.6) | [44.34–59.19] | 19.02 (19.9) | [3.71–34.33] | 0.008 * | 0.72 | 53.88 (11.2) | [47.11–60.94] | 52.09 (12.1) | [14.34–35.67] | 0.366 | 0.006 * | 0.70 |
Interpersonal distrust | 50.06 (11.6) | [41.01–59.01] | 11.64 (8.3) | [5.28–18.00] | 0.008 * | 0.88 | 51.06 (15.6) | [43.75–52.32] | 49.46 (16.3) | [19.49–30.72] | 0.568 | 0.008 * | 0.82 |
Interoceptive awareness | 38.11 (14.3) | [27.11–49.11] | 0.73 (1.4) | [−0.385–1.85] | 0.008 * | 0.88 | 44.12 (17.3) | [30.27–51.28] | 44.01 (13.5) | [7.11–18.59] | 0.098 | 0.001 * | 0.91 |
Maturity fear | 34.33 (20.6) | [18.45–50.21] | 23.61 (11.6) | [14.70–32.52] | 0.109 | 0.30 | 35.11 (18.6) | [24.41–47.00] | 29.61 (16.6) | [17.99–41.55] | 0.479 | 0.191 | 0.20 |
BUT | |||||||||||||
Total Score | 66.11 (38.1) | [36.85–95.37] | 7.66 (6.0) | [3.07–12.26] | 0.008 * | 0.73 | 64.15 (39.1) | [54.35–98.76] | 62.66 (33.9) | [18.95–49.03] | 0.315 | 0.006 * | 0.74 |
Weight Phobia | 2.54 (1.2) | [1.60–3.48] | 0.37 (0.3) | [0.13–0.615] | 0.008 * | 0.77 | 4.541 (1.0) | [1.57–3.15] | 3.9 (1.5) | [0.64–1.84] | 0.198 | 0.041 * | 0.84 |
Body image concern | 2.74 (1.4) | [1.66–3.82] | 0.271 (0.2) | [0.085–0.46] | 0.008 * | 0.77 | 3.74 (1.5) | [2.51–4.27] | 4.01 (1.2) | [0.57–1.55] | 0.297 | 0.039 * | 0.90 |
Avoidance | 1.31 (1.2) | [0.37–2.25] | 0.055 (0.2) | [−0.073–0.184] | 0.018 * | 0.58 | 1.1 (1.7) | [0.98–2.56] | 1.01 (1.2) | [0.13–1.66] | 0.789 | 0.027 * | 0.48 |
Compulsive self-monitoring | 1.09 (0.8) | [0.49–1.68] | 0.17 (0.2) | [0.02–0.30] | 0.021 * | 0.63 | 1.55 (0.8) | [0.60–1.58] | 1.87 (0.8) | [0.06–1.13] | 0.685 | 0.013 * | 0.83 |
Depersonalization | 1.33 (1.4) | [0.28–2.39] | 0.177 (0.2) | [0.016–0.34] | 0.058 | 0.51 | 1.99 (0.9) | [1.54–2.71] | 1.87 (0.7) | [0.29–1.80] | 0.590 | 0.033 * | 0.85 |
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. |
© 2025 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 (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Scaramuzzino, C.; Lombardo, C.; Esposito, G.; Muscatello, M.R.A.; Bruno, A.; Populin, M.; Navarra, G.; Guccione, F.; Mento, C. Evaluating the Efficacy of Neurofeedback in Post-Bariatric Surgery Patients: A Pilot Study. J. Pers. Med. 2025, 15, 454. https://doi.org/10.3390/jpm15100454
Scaramuzzino C, Lombardo C, Esposito G, Muscatello MRA, Bruno A, Populin M, Navarra G, Guccione F, Mento C. Evaluating the Efficacy of Neurofeedback in Post-Bariatric Surgery Patients: A Pilot Study. Journal of Personalized Medicine. 2025; 15(10):454. https://doi.org/10.3390/jpm15100454
Chicago/Turabian StyleScaramuzzino, Claudia, Clara Lombardo, Giulia Esposito, Maria Rosaria Anna Muscatello, Antonio Bruno, Marco Populin, Giuseppe Navarra, Fabio Guccione, and Carmela Mento. 2025. "Evaluating the Efficacy of Neurofeedback in Post-Bariatric Surgery Patients: A Pilot Study" Journal of Personalized Medicine 15, no. 10: 454. https://doi.org/10.3390/jpm15100454
APA StyleScaramuzzino, C., Lombardo, C., Esposito, G., Muscatello, M. R. A., Bruno, A., Populin, M., Navarra, G., Guccione, F., & Mento, C. (2025). Evaluating the Efficacy of Neurofeedback in Post-Bariatric Surgery Patients: A Pilot Study. Journal of Personalized Medicine, 15(10), 454. https://doi.org/10.3390/jpm15100454