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1.
Eur Addict Res ; 30(4): 197-206, 2024.
Article in English | MEDLINE | ID: mdl-38964299

ABSTRACT

INTRODUCTION: Craving is a multifactorial behavior caused by central circuit imbalance. The proposed treatments involve exercise and reduced food intake. However, the treatments frequently fail. This study aimed to investigate the effect of 10 consecutive sessions of anodal transcranial direct current stimulation over the right dorsolateral prefrontal cortex on food craving and eating consumption of women affected by overweight and obesity. METHODS: A randomized double-blind controlled trial with 50 volunteers was divided into two groups (active-tDCS: n = 25 and sham-tDCS: n = 25). There were a total of 10 consecutive tDCS sessions (2 mA, for 20 min) with an F4 anodal-F3 cathodal montage. We evaluated the effects on eating behavior (food craving, uncontrolled eating, emotional eating, and cognitive restriction), food consumption (calories and macronutrients), and anthropometric and body composition variables (weight, body mass index, waist circumference, and body fat percentage). RESULTS: There were no statistically significant results between groups at the baseline regarding sociodemographic and clinical characteristics. Also, there was no significant interaction between time versus group for any of the variables studied. Treatment with tDCS was well tolerated and there were no serious adverse effects. CONCLUSIONS: In women affected by overweight and obesity with food cravings, 10 sessions of F4 (anodal) and F3 (cathodal) tDCS did not produce changes in eating behavior, food consumption, and anthropometric and body composition.


Subject(s)
Craving , Obesity , Overweight , Transcranial Direct Current Stimulation , Humans , Female , Transcranial Direct Current Stimulation/methods , Obesity/therapy , Obesity/psychology , Overweight/therapy , Overweight/psychology , Adult , Double-Blind Method , Middle Aged , Feeding Behavior/psychology , Dorsolateral Prefrontal Cortex , Eating/psychology
2.
Arch Phys Med Rehabil ; 103(2): 245-254, 2022 02.
Article in English | MEDLINE | ID: mdl-34480887

ABSTRACT

OBJECTIVE: To investigate the effects of transcranial direct current stimulation (tDCS) associated with functional exercise on pain, functional performance, psychological symptoms, and quality of life of patients with fibromyalgia (FM). DESIGN: Randomized controlled trial. Participants were randomized by blocks into 2 groups: tDCS associated with functional exercise (n=17) and sham-tDCS associated with functional exercise (n=14). SETTING: Laboratory of neuromuscular performance in the department of physical therapy. PARTICIPANTS: Women with FM (N=31) according to American College of Rheumatology-2010 criteria. INTERVENTIONS: Anodal tDCS or sham-tDCS was applied over the left motor cortex for 5 consecutive days during the first week of intervention (2 mA; 20min). All volunteers also engaged in 8 weeks of functional exercises 3 times per week. MAIN OUTCOME MEASURES: Pain intensity, functional performance, psychological symptoms, and quality of life were assessed pre-exercise and immediately after the first, fourth, and eighth weeks of intervention. RESULTS: Pain intensity, functional performance, psychological symptoms, and quality of life increased significantly in both groups (P<.05); however, no significant differences between groups were found in all outcomes (P>.05). CONCLUSION: tDCS associated with functional exercises did not enhance the effects of physical exercise on pain, functional performance, psychological symptoms, and quality of life of patients with FM.


Subject(s)
Fibromyalgia , Transcranial Direct Current Stimulation , Exercise , Exercise Therapy , Female , Fibromyalgia/therapy , Humans , Pain , Pain Management , Quality of Life
3.
Neurourol Urodyn ; 39(5): 1592-1600, 2020 06.
Article in English | MEDLINE | ID: mdl-32243660

ABSTRACT

AIMS: To describe a pelvic floor muscle training (PFMT) isolated and associated with game therapy (PFMT + GT) for women facing mixed urinary incontinence (MUI) during climacteric period. METHODS: To standardize a randomized controlled clinical trial intervention, a protocol was created, in an attempt to decrease women's symptomatology generated by MUI, through pelvic floor and abdomino-loin-pelvic muscles strength, and endurance. This study protocol will be composed of 32 volunteers, divided into two groups of 16. They will perform PFMT isolated or PFMT + GT, twice a week during 8 weeks. Interventions will last 40 minutes and will be divided into warming (5 minutes), training (30 minutes), and 5 minutes will be composed of resting time between exercises (1 minute each). Isolated PFMT sessions will be performed through four modalities of exercises: diaphragmatic, bridge, abdominal (plank), and pelvic mobility. PFMT + GT training will be carried out by using Wii Fit Plus games, such as Lotus Focus, Penguin Slide, Basic Step, and Hula Hoop from Wii equipment. Assessments will occur before, after, and 1 month after interventions. Vaginal manometry, 1-hour Pad Test, International Consultation on Incontinence Questionnaire-Short Form (ICIQ-SF), and Patient Global Intervention (PGI) will be used to evaluate the sample. CONCLUSIONS: It is expected greater increase on pelvic floor muscle (PFM) strength, endurance, vaginal pressure for PFMT + GG. Moreover, it is supposed that PFMT + GT volunteers present better treatment adherence due to games motivational inclusion.


Subject(s)
Exercise Therapy/methods , Muscle Strength/physiology , Pelvic Floor/physiopathology , Urinary Incontinence/therapy , Aged , Female , Humans , Manometry , Middle Aged , Patient Compliance , Surveys and Questionnaires , Urinary Incontinence/physiopathology , Vagina/physiopathology
4.
Pain Med ; 21(12): 3615-3623, 2020 12 25.
Article in English | MEDLINE | ID: mdl-31498389

ABSTRACT

OBJECTIVE: The aim of this trial was to investigate the effects of five consecutive sessions of anodal transcranial direct current stimulation (tDCS) over the motor cortex (M1) on pain, mood, and physical performance in patients with primary dysmenorrhea (PDM). DESIGN: This is a double-blind randomized controlled trial. SUBJECTS: Twenty-two participants with PDM according to the No. 345-PDM Consensus Guideline were included. METHODS: Eleven active treatment and 11 sham stimulation patients received five applications over a one-week period. The primary outcome measures were pain evaluated by numeric rating scale (NRS) and McGill Questionnaire score. Secondary outcomes measures were responses to the Positive and Negative Affect Schedule (PANAS), Hamilton Anxiety Scale (HAM-A), grip strength, and six-minute walk test (6MWT). Baseline data were performed during the first menstrual cycle, and during the second menstrual cycle, participants were conducted to tDCS treatment, and postintervention data were collected. RESULTS: The intervention provided significant improvements on NRS in active tDCS, shown as an interaction between group intervention vs pre/postintervention vs days of menstrual cycle (Wald x2 = 10.54, P = 0.005), main effect of days of menstrual cycle (Wald x2 = 25.42, P < 0.001), and pre/postintervention (Wald x2 = 6.97, P = 0.008). McGill showed an interaction effect between pre/postintervention and group of stimulation (Wald x2 = 18.45, P = 0.001), with a large reduction in active tDCS (P < 0.001, d = 0.75). Psychological and functional outcomes did not differ between groups or pre/postintervention. CONCLUSIONS: tDCS could provide pain relief in subjects with PDM. These results provide some preliminary evidence for the potential role of tDCS as a contributor to the management of symptoms of PDM.


Subject(s)
Motor Cortex , Transcranial Direct Current Stimulation , Double-Blind Method , Dysmenorrhea/therapy , Female , Humans , Pain Management , Treatment Outcome
5.
Lasers Med Sci ; 35(5): 1095-1102, 2020 Jul.
Article in English | MEDLINE | ID: mdl-31659541

ABSTRACT

This study aimed to evaluate the effect of low-level laser therapy (LLLT) on immediate postpartum pain relief during cesarean section. A randomized, parallel controlled trial was carried out. In total, 88 women with immediate postpartum were divided into 4 groups: control group (n = 22), placebo group (n = 22), experimental group I (n = 22, dose of 4 J/cm2), and experimental group II (n = 22, dose of 2 J/cm2). The pain measured by Numeric Rating Scale (NRS), algometry, and Global Change Perception Scale (GCPS) was assessed at 12, 20-24, and 44-48 h postpartum. Two LLLT sessions were performed at 12 and 24 h postpartum. A significant interaction was observed between time versus group for NRS F (2.40) = 36.80, p < 0.001 and algometry F (1.70) = 27.18, p < 0.001. GCPS revealed a significant difference between the groups during second (p = 0.04) and third evaluation (p = 0.04). The NRS and algometry presented a large effect size for the experimental groups. LLLT is an efficient method to reduce pain and enhance the GCP in postcesarean section. No significant clinical differences were found between the laser doses.


Subject(s)
Cesarean Section/adverse effects , Low-Level Light Therapy , Pain, Postoperative/etiology , Pain, Postoperative/radiotherapy , Adolescent , Adult , Female , Humans , Pregnancy , Young Adult
6.
Arch Gynecol Obstet ; 300(5): 1343-1351, 2019 11.
Article in English | MEDLINE | ID: mdl-31576450

ABSTRACT

PURPOSE: To analyze whether pelvic floor muscle training (PFMT) associated with weight loss (WL) is better than isolated PFMT to provide additional beneficial effects to urinary symptoms in women with MUI. METHODS: A randomized, simple-blind parallel controlled trial was performed and included women with MUI aged between 40 and 65 years and body mass index between 25 and 40 kg/m2. The sample was randomized into two groups: 11 PFMT + WL and 11 PFMT. Data collection was performed in baseline and after interventions. The primary outcome was to investigate the loss of urine. Secondary aim includes PFM pressure and quality of life. PFMT was performed with two sets of eight repetitions in the first 4 weeks, and with three sets of eight repetitions in the final 4 weeks. The weight loss program was based on the calculation of total energy value needs. Data analysis was performed by SPSS 20.0 software and one-way ANCOVA. RESULTS: 22 volunteers participated in the study. There was no intergroup significant difference in post-intervention ICIQ-SF F(1, 19) = 7.115, p = 0.87, partial η2 = 0.001; manometry F(1, 19) = 0.608, p = 0.44, partial η2 = 0.003; pad test 1 h F(1, 19) = 0.185, p = 0.67, partial η2 = 0.01; QoL F(1, 19) = 1.018, p = 0.32, partial η2 = 0.05; and weight F(1, 19) = 0.251, p = 0.62, partial η2 = 0.01. CONCLUSIONS: Weight loss did not provide additional beneficial effects to PFMT in women with overweight or obesity grade I with MUI symptoms.


Subject(s)
Exercise Therapy/methods , Pelvic Floor/physiology , Quality of Life/psychology , Weight Loss/physiology , Adult , Aged , Female , Humans , Middle Aged , Treatment Outcome , Volunteers
7.
J Neuroeng Rehabil ; 16(1): 141, 2019 11 15.
Article in English | MEDLINE | ID: mdl-31730494

ABSTRACT

Transcranial Direct Current Stimulation (tDCS) is a non-invasive technique used to modulate neural tissue. Neuromodulation apparently improves cognitive functions in several neurologic diseases treatment and sports performance. In this study, we present a comprehensive, integrative review of tDCS for motor rehabilitation and motor learning in healthy individuals, athletes and multiple neurologic and neuropsychiatric conditions. We also report on neuromodulation mechanisms, main applications, current knowledge including areas such as language, embodied cognition, functional and social aspects, and future directions. We present the use and perspectives of new developments in tDCS technology, namely high-definition tDCS (HD-tDCS) which promises to overcome one of the main tDCS limitation (i.e., low focality) and its application for neurological disease, pain relief, and motor learning/rehabilitation. Finally, we provided information regarding the Transcutaneous Spinal Direct Current Stimulation (tsDCS) in clinical applications, Cerebellar tDCS (ctDCS) and its influence on motor learning, and TMS combined with electroencephalography (EEG) as a tool to evaluate tDCS effects on brain function.


Subject(s)
Athletes , Motor Cortex/physiology , Transcranial Direct Current Stimulation/methods , Healthy Volunteers , Humans , Learning , Motor Cortex/physiopathology , Nervous System Diseases/rehabilitation , Nervous System Diseases/therapy
8.
Innov Clin Neurosci ; 21(1-3): 61-62, 2024.
Article in English | MEDLINE | ID: mdl-38495601

ABSTRACT

Objective: We aimed to open a discussion about the integration of artificial intelligence (AI) in science and clinical practice, specifically with regard to the use of transcranial direct current stimulation (tDCS) as a technique for managing chronic pain. Main Points of Discussion: To analyze the responses generated by ChatGPT and the best literature about tDCS, we formulated three questions. The answers from ChatGPT, compared to the guidelines and Cochrane review, showed that AI can be a potential strategy to help clinicians and researchers. AI such as ChatGPT is revolutionizing the academic field and clinical practice. However, there is still an unmet scientific and clinical discussion about the insertion of AI to help researchers and clinicians in the neuromodulation area treat chronic pain. Conclusion: We need to know the limits of the use of AI. Even though ChatGPT might be helpful, it should be used with caution in the academic field and clinical practice.

9.
J Bras Nefrol ; 46(4): e20240010, 2024.
Article in English, Portuguese | MEDLINE | ID: mdl-39051759

ABSTRACT

INTRODUCTION: Patients with end-stage renal disease often face a challenging routine of hemodialysis, dietary restrictions, and multiple medications, which can affect their hemodynamic function. Home-based, safe, and nonpharmacological approaches such as transcranial direct current stimulation (tDCS) should be combined with conventional treatment. OBJECTIVE: To assess the safety and feasibility of tDCS on blood pressure and heart rate in patients with end-stage renal disease undergoing hemodialysis. METHOD: This is a parallel, randomized, sham-controlled trial. Patients undergoing hemodialysis for more than three months were included. The patients received ten non-consecutive 2mA tDCS sessions on the primary motor cortex . Each session lasted 20 minutes. At baseline and after each of the ten sessions, blood pressure and heart rate of the patients were measured hourly for four hours. RESULTS: Thirty patients were randomized to the active or sham group. The mean difference between the groups was calculated as the mean value of the sham group minus the mean value of the active group. Despite there were no statistical changes for all outcomes considering all 10 sessions, we found differences between groups for systolic -10.93 (-29.1;7.2), diastolic -3.63 (-12.4; 5.1), and mean blood pressure -6.0 (-16.3; 4.2) and hear rate 2.26 (-2.5; 7.1). No serious adverse events were found. The active group showed higher blood pressure values at all points, while heart rate was lower in the active group. CONCLUSION: tDCS is safe and feasible for patients with end-stage renal disease undergoing hemodialysis. Future studies should investigate whether tDCS could potentially induce a hypotensive protective effect during hemodialysis.


Subject(s)
Feasibility Studies , Kidney Failure, Chronic , Renal Dialysis , Transcranial Direct Current Stimulation , Humans , Renal Dialysis/methods , Renal Dialysis/adverse effects , Kidney Failure, Chronic/therapy , Male , Female , Middle Aged , Transcranial Direct Current Stimulation/methods , Blood Pressure , Heart Rate , Aged
10.
Front Neuroergon ; 5: 1236486, 2024.
Article in English | MEDLINE | ID: mdl-38660589

ABSTRACT

Background: Hypertension is a global issue that is projected to worsen with increasingly obese populations. The central nervous system including the parts of the cortex plays a key role in hemodynamic stability and homeostatic control of blood pressure (BP), making them critical components in understanding and investigating the neural control of BP. This study investigated the effects of anodal transcranial direct current stimulation (tDCS) associated with aerobic physical exercise on BP and heart rate variability in hypertensive patients. Methods: Twenty hypertensive patients were randomized into two groups: active tDCS associated with aerobic exercise or sham tDCS associated with aerobic exercise. BP and heart rate variability were analyzed before (baseline) and after twelve non-consecutive sessions. After each tDCS session (2 mA for 20 min), moderate-intensity aerobic exercise was carried out on a treadmill for 40 min. Results: A total of 20 patients were enrolled (53.9 ± 10.6 years, 30.1 ± 3.7 Kg/m2). There were no significant interactions between time and groups on diastolic BP during wake, sleep, over 24 and 3 h after the last intervention. Heart rate variability variables showed no significant difference for time, groups and interaction analysis, except for HF (ms2) between groups (p < 0.05). Conclusion: Anodal tDCS over the temporal cortex associated with aerobic exercise did not induce improvements in BP and heart rate variability. Clinical trial registration: https://ensaiosclinicos.gov.br/rg/RBR-56jg3n/1, identifier: RBR-56jg3n.

11.
Acta Cardiol ; : 1-10, 2024 Sep 17.
Article in English | MEDLINE | ID: mdl-39286998

ABSTRACT

Background: Hypertension is a clinical condition that presents an enormous prevalence worldwide. Despite there being gold-standard treatments, several people frequently present sequelae and die. Transcranial direct current stimulation (tDCS) emerges as a cheap, easy-to-use, and portable intervention to modulate the central nervous system and control cardiovascular parameters. Objective: To evaluate the tDCS effects on the hemodynamic and autonomic parameters of hypertensive people. Methods: This systematic review included clinical trials published in databases that used tDCS as an intervention, isolated or associated, in hypertensive people to modulate the hemodynamic and autonomic parameters. We calculated the effect sizes, performed a meta-analysis, and evaluated the risk of bias in the studies. Three different researchers performed all the steps presented in the methods section. Results: Four studies suited the eligibility criteria of this review. Some studies showed that tDCS isolated after one session generated improvements in hemodynamic and autonomic parameters. Despite in meta-analysis, no statistical differences were detected between the groups, there was a tendency to reduce systolic (MD: -0.72 (CI: -1.54; 0.11; p = 0.06) and diastolic blood pressure (MD: -1.23; CI: -3.45; 0.99; p < 0.01), and root mean square of successive differences (MD: 0.73; CI: -0.30; 1.76; p < 0.01). There was no statistical difference after ten tDCS sessions. All the studies presented a low risk of bias. Conclusion: After one session, isolated tDCS might be able to modulate hypertensive people's hemodynamic and autonomic parameters. The anodic stimulation over the primary motor cortex shows signs of being the best target to generate a response.

12.
Ann Phys Rehabil Med ; 67(4): 101826, 2024 May.
Article in English | MEDLINE | ID: mdl-38479250

ABSTRACT

BACKGROUND: Chikungunya virus (CHIKV) is a globally prevalent pathogen, with outbreaks occurring in tropical regions. Chronic pain is the main symptom reported and is associated with decreased mobility and disability. Transcranial direct current stimulation (tDCS) is emerging as a new therapeutic tool for chronic arthralgia. OBJECTIVE: To evaluate the effectiveness of 10 consecutive sessions of anodal tDCS on pain (primary outcome) in participants with chronic CHIKV arthralgia. Secondary outcomes included functional status, quality of life, and mood. METHODS: In this randomized, double-blind, placebo-controlled trial, 30 participants with chronic CHIKV arthralgia were randomly assigned to receive either active (n = 15) or sham (n = 15) tDCS. The active group received 10 consecutive sessions of tDCS over M1 using the C3/Fp2 montage (2 mA for 20 min). Visual analog scale of pain (VAS), health assessment questionnaire (HAQ), short-form 36 health survey (SF-36), pain catastrophizing scale, Hamilton anxiety scale (HAS), timed up and go (TUG) test, lumbar dynamometry, 30-s arm curl and 2-min step test were assessed at baseline, day 10 and at 2 follow-up visits. RESULTS: There was a significant interaction between group and time on pain (p = 0.03; effect size 95 % CI 0.9 (-1.67 to -0.16), with a significant time interaction (p = 0.0001). There was no interaction between time and group for the 2-minute step test (p = 0.18), but the groups differed significantly at day 10 (p = 0.01), first follow-up (p = 0.01) and second follow-up (p = 0.03). HAQ and SF-36 improved but not significantly. There was no significant improvement in mental health, and physical tests. CONCLUSION: tDCS appears to be a promising intervention for reducing pain in participants with chronic CHIKV arthralgia, although further research is needed to confirm these findings and explore potential long-term benefits. TRIAL REGISTRATION: Brazilian Registry of Clinical Trials (ReBEC): RBR-245rh7.


Subject(s)
Chikungunya Fever , Chronic Pain , Motor Cortex , Quality of Life , Transcranial Direct Current Stimulation , Humans , Male , Female , Middle Aged , Transcranial Direct Current Stimulation/methods , Chikungunya Fever/complications , Chikungunya Fever/therapy , Double-Blind Method , Adult , Chronic Pain/therapy , Chronic Pain/etiology , Chronic Pain/psychology , Motor Cortex/physiopathology , Arthralgia/therapy , Arthralgia/etiology , Treatment Outcome , Pain Measurement , Chronic Disease
13.
PLoS One ; 19(8): e0306405, 2024.
Article in English | MEDLINE | ID: mdl-39088433

ABSTRACT

INTRODUCTION: Similar to chronic pain conditions, individuals with endometriosis can be affected by central sensitization syndrome (CSS), which is characterized by a loss of analgesia and central amplification of pain. Transcranial direct current stimulation (tDCS) has shown potential as an effective intervention to improve pain generated by other chronic pain conditions impacted by CSS, such as fibromyalgia and chronic pelvic issues. This study aims to evaluate the effectiveness of tDCS on pain, fatigue, and quality of life among patients affected by endometriosis. METHODS: This is a single-center, parallel, double-blinded, randomized, controlled clinical trial protocol study. We aim to recruit 40 participants affected by endometriosis (active group, n = 20; sham group, n = 20). Anodal tDCS will be delivered at an intensity of 2mA, applied over the primary motor cortex for 20 minutes per day for 10 consecutive days. There will be four assessment times: 1 week before beginning the intervention; on the 10th day following the last tDCS session; and 1 and 2 months after the last tDCS session. Pain evaluated by the algometry will be the primary outcome. Pain intensity, quality of life, fatigue, and global perception of change will be the secondary outcomes. We will calculate the effects of the active versus sham stimulation on primary and secondary outcomes by using generalized estimated equations or mixed model analysis. The effect size calculation will represent the effect measure. We expect that only the active group show reductions in pain, fatigue, and quality of life. The results of this trial will produce an important first step in providing evidence on the effectiveness of neuromodulation for the management of pain and will provide data to support new studies on tDCS. REGISTRATION: Brazilian Clinical Trials Registry (RBR-4q69573).


Subject(s)
Chronic Pain , Endometriosis , Pain Management , Quality of Life , Transcranial Direct Current Stimulation , Humans , Female , Endometriosis/therapy , Endometriosis/complications , Transcranial Direct Current Stimulation/methods , Chronic Pain/therapy , Adult , Double-Blind Method , Pain Management/methods , Middle Aged , Treatment Outcome , Pain Measurement , Randomized Controlled Trials as Topic , Young Adult
14.
PLoS One ; 19(5): e0301851, 2024.
Article in English | MEDLINE | ID: mdl-38696453

ABSTRACT

This study tested the usability of a home-based self-administration transcranial direct current stimulation (tDCS) device designed specifically for women's health needs. This is a single center triple blinded clinical usability study for a new wireless, Bluetooth-controlled wearable tDCS device for women's health. The study aims to evaluate the usability and effective blinding of a home-based tDCS system. A total of forty-nine women of reproductive age were randomly allocated (1:1) to receive one session of active tDCS (n = 24) or sham tDCS (n = 25) over the motor and dorsolateral prefrontal cortex. Each participant self-administered one 20-minute session without supervision following guidance on a software application alone. The System Usability Scale (SUS) and the Patient Global Impression of Change (PGIC) were used to evaluate the usability of the system. Regardless of sham or active conditions, all users found the system easy to use without the support of researchers. Usability scores were considered to be "excellent" in both groups and no significant difference was found between sham and active groups showing effective blinding of the device (Active group: 93.7 (83.1-97.5); Sham group 90 (86.2-95) p = 0.79) and PGIC (Active group: 2 (1-2.75); Sham group 2 (1-2) p = 0.99) using an unpaired t-test or non-parametric statistical tests accordingly. The new Bluetooth-controlled wearable tDCS device is easy, safe to use and completely controlled by a smartphone app. This device is focused on women's health and will be tested as an alternative treatment for chronic pelvic pain and mood disturbance associated with menstrual cycles in further research.


Subject(s)
Dysmenorrhea , Transcranial Direct Current Stimulation , Humans , Female , Adult , Transcranial Direct Current Stimulation/methods , Transcranial Direct Current Stimulation/instrumentation , Dysmenorrhea/therapy , Young Adult , Self Administration/instrumentation , Wearable Electronic Devices , Prefrontal Cortex/physiology
15.
Sci Rep ; 13(1): 4658, 2023 03 22.
Article in English | MEDLINE | ID: mdl-36949149

ABSTRACT

This study performs a chemical investigation of blood plasma samples from patients with and without fibromyalgia, combined with some of the symptoms and their levels of intensity used in the diagnosis of this disease. The symptoms evaluated were: visual analogue pain scale (VAS); fibromyalgia impact questionnaire (FIQ); Hamilton anxiety rating scale (HAM); Tampa Scale for Kinesiophobia (TAMPA); quality of life Questionnaire-physical and mental health (QL); and Pain Catastrophizing Scale (CAT). Plasma samples were analyzed by paper spray ionization mass spectrometry (PSI-MS). Spectral data were organized into datasets and related to each of the symptoms measured. The datasets were submitted to multivariate classification using supervised models such as principal component analysis with linear discriminant analysis (PCA-LDA), successive projections algorithm with linear discriminant analysis (SPA-LDA), genetic algorithm with linear discriminant analysis (GA-LDA) and their versions with quadratic discriminant analysis (PCA/SPA/GA-QDA) and support vector machines (PCA/SPA/GA-SVM). These algorithm combinations were performed aiming the best class separation. Good discrimination between the controls and fibromyalgia samples were observed using PCA-LDA, where the spectral data associated with the CAT symptom achieved 100% classification sensitivity, and associated with the VAS symptom achieved 100% classification specificity, with both symptoms at the moderate level of intensity. The spectral variable at 579 m/z was found to be substantially significant for classification according to the PCA loadings. According to the human metabolites database, this variable can be associated with a LysoPC compound, which comprises a class of metabolites already evidenced in other studies for fibromyalgia diagnosis. This study proposed an investigation of spectral data combined with clinical data to compare the classification ability of different datasets. The good classification results obtained confirm this technique is as a good analytical tool for the detection of fibromyalgia, and provides theoretical support for other studies about fibromyalgia diagnosis.


Subject(s)
Fibromyalgia , Humans , Fibromyalgia/diagnosis , Quality of Life , Mass Spectrometry , Discriminant Analysis , Principal Component Analysis
16.
BMJ Open ; 13(12): e075373, 2023 12 30.
Article in English | MEDLINE | ID: mdl-38159941

ABSTRACT

INTRODUCTION: Chronic low back pain may be associated with pathoanatomical, neurophysiological, physical, psychological and social factors; thus, treatments to reduce symptoms are important to improve the quality of life of this population. We aimed to evaluate the effects of transcranial direct current stimulation (tDCS) combined with Pilates-based exercises compared with sham stimulation on pain, quality of life and disability in patients with chronic non-specific low back pain. METHODS AND ANALYSIS: This is a protocol for a double-blind randomised controlled trial with participants, outcome assessor and statistician blinded. We will include 36 individuals with a history of non-specific chronic low back pain for more than 12 weeks and minimum pain intensity of 3 points on the Numerical Pain Rating Scale. Individuals will be randomised into two groups: (1) active tDCS combined with Pilates-based exercises and (2) sham tDCS combined with Pilates-based exercises. Three weekly sessions of the protocol will be provided for 4 weeks, and individuals will be submitted to three assessments: the first (T0) will be performed before the intervention protocol, the second (T1) immediately after the intervention protocol and the third (T2) will be a follow-up 1 month after the end of the intervention. We will assess pain, disability, central sensitisation, quality of life, pressure pain threshold, global impression of change, adverse events and medication use. The Numerical Pain Rating Scale and the Roland-Morris Disability Questionnaire will be used at T1 to assess pain and disability, respectively, as primary outcome measures. ETHICS AND DISSEMINATION: This trial was prospectively registered in ClinicalTrials.gov website and ethically approved by the Ethics and Research Committee of the Faculty of Health Sciences of Trairi (report number: 5.411.244) before data collection. We will publish the results in a peer-reviewed medical journal and on institution websites. TRIAL REGISTRATION NUMBER: ClinicalTrials.gov (NCT05467566).


Subject(s)
Chronic Pain , Exercise Movement Techniques , Low Back Pain , Transcranial Direct Current Stimulation , Humans , Low Back Pain/therapy , Low Back Pain/diagnosis , Outpatients , Brazil , Quality of Life , Exercise Movement Techniques/methods , Double-Blind Method , Chronic Pain/therapy , Chronic Pain/diagnosis , Treatment Outcome , Randomized Controlled Trials as Topic
17.
Front Hum Neurosci ; 17: 1234168, 2023.
Article in English | MEDLINE | ID: mdl-37859768

ABSTRACT

Background: Transcranial direct current stimulation (tDCS) is a promising treatment for Alzheimer's Disease (AD). However, identifying objective biomarkers that can predict brain stimulation efficacy, remains a challenge. The primary aim of this investigation is to delineate the cerebral regions implicated in AD, taking into account the existing lacuna in comprehension of these regions. In pursuit of this objective, we have employed a supervised machine learning algorithm to prognosticate the neurophysiological outcomes resultant from the confluence of tDCS therapy plus cognitive intervention within both the cohort of responders and non-responders to antecedent tDCS treatment, stratified on the basis of antecedent cognitive outcomes. Methods: The data were obtained through an interventional trial. The study recorded high-resolution electroencephalography (EEG) in 70 AD patients and analyzed spectral power density during a 6 min resting period with eyes open focusing on a fixed point. The cognitive response was assessed using the AD Assessment Scale-Cognitive Subscale. The training process was carried out through a Random Forest classifier, and the dataset was partitioned into K equally-partitioned subsamples. The model was iterated k times using K-1 subsamples as the training bench and the remaining subsample as validation data for testing the model. Results: A clinical discriminating EEG biomarkers (features) was found. The ML model identified four brain regions that best predict the response to tDCS associated with cognitive intervention in AD patients. These regions included the channels: FC1, F8, CP5, Oz, and F7. Conclusion: These findings suggest that resting-state EEG features can provide valuable information on the likelihood of cognitive response to tDCS plus cognitive intervention in AD patients. The identified brain regions may serve as potential biomarkers for predicting treatment response and maybe guide a patient-centered strategy. Clinical Trial Registration: https://classic.clinicaltrials.gov/ct2/show/NCT02772185?term=NCT02772185&draw=2&rank=1, identifier ID: NCT02772185.

18.
J Pain Symptom Manage ; 64(3): 234-243.e1, 2022 09.
Article in English | MEDLINE | ID: mdl-35640767

ABSTRACT

CONTEXT: Chronic pain in end-stage renal disease (ESRD) is an increasingly neglected clinical problem affecting more than 60% of patients. Long-term chronic pain could be associated with brain imbalance in circuits of pain matrix and is associated with poor quality of life (QoL) and mood disturbance. OBJECTIVES: The aim of this study was evaluating the effects of transcranial direct current stimulation (tDCS) on pain, QoL, depression, anxiety and affectivity in ESRD patients undergoing hemodialysis (HD). METHODS: This double-blind, randomized, sham-controlled trial included 30 patients with chronic pain undergoing HD. Participants were allocated to Active tDCS and Sham tDCS and received ten non-consecutive sessions of anodal motor cortex stimulation (M1/Sp2 montage) at 2 mA intensity for 20 min. The primary outcome was pain assessed using numeric rating scale (NRS) and collected at baseline, immediately after the 10th day of intervention, one week, two weeks, and four weeks after the last stimulation. Secondary outcomes included QoL, depression, anxiety and affectivity collected before and after intervention. RESULTS: A mixed ANOVA model showed significant interaction between group and time on pain F(4.112) = 3.106, P = 0.01 with main effects of group (P = 0.03). Before and after intervention, a significant improvement was observed in QoL (P = 0.009), general health (P = 0.03), fatigue (P = 0.05), symptoms (P = 0.05) depression (P = 0.01) and anxiety (P = 0.01). No difference was found for affectivity. CONCLUSION: Anodal tDCS over the motor cortex emerges as a potential therapeutic approach for improving pain, QoL, and mood in patients with ESRD.


Subject(s)
Chronic Pain , Kidney Failure, Chronic , Transcranial Direct Current Stimulation , Chronic Pain/therapy , Double-Blind Method , Humans , Kidney Failure, Chronic/therapy , Pain Management , Quality of Life , Treatment Outcome
19.
BMJ Open ; 12(10): e065387, 2022 10 26.
Article in English | MEDLINE | ID: mdl-36288831

ABSTRACT

INTRODUCTION: The chikungunya virus infection is still an epidemic in Brazil with an incidence of 59.4 cases per 100 000 in the Northeast region. More than 60% of the patients present relapsing and remitting chronic arthralgia with debilitating pain lasting for years. Transcranial direct current stimulation (tDCS) appears promising as a novel neuromodulation approach for pain-related networks to alleviate pain in several pain syndromes. Our objective is to evaluate the effectiveness of tDCS (C3/Fp2 montage) on pain, muscle strength, functionality and quality of life in chronic arthralgia. METHODS AND ANALYSIS: This protocol is a single-centre, parallel-design, double-blind, randomised, sham-controlled trial. Forty participants will be randomised to either an active or sham tDCS. A total of 10 sessions will be administered over 2 weeks (one per weekday) using a monophasic continuous current with an intensity of 2 mA for 20 min. Participants will be evaluated at baseline, after the 10th session, 2 weeks and 4 weeks after intervention. PRIMARY OUTCOME: pain assessed using numeric rating scale and algometry. SECONDARY OUTCOMES: muscle strength, functionality and quality of life. The effects of stimulation will be calculated using a mixed analysis of variance model. ETHICS AND DISSEMINATION: The study was approved by the ethics committee of the Faculty of Health Sciences of Trairí, Federal University of Rio Grande do Norte (No. 2.413.851) and registered on the Brazilian Registry of Clinical Trials. Study results will be disseminated through presentations at conferences and publications in peer-reviewed journals. TRIAL REGISTRATION NUMBER: RBR-469yd6.


Subject(s)
Chikungunya Fever , Transcranial Direct Current Stimulation , Humans , Arthralgia/therapy , Chikungunya Fever/complications , Chikungunya Fever/therapy , Double-Blind Method , Pain , Quality of Life , Randomized Controlled Trials as Topic , Transcranial Direct Current Stimulation/methods , Treatment Outcome
20.
Auton Neurosci ; 235: 102866, 2021 11.
Article in English | MEDLINE | ID: mdl-34380099

ABSTRACT

The objective of this article was to evaluate the effects of an aerobic exercise bout associated with a single session of anodal transcranial direct current stimulation (tDCS) over the left temporal lobe on blood pressure (BP) and heart rate variability (HRV) in hypertensive people. After met the inclusion criteria, twenty hypertensive people were randomized to active-tDCS or sham-tDCS group. Initially, they provided their sociodemographic data, a blood sample, and went through an evaluation of the cardiorespiratory performance. Then, a single session of tDCS with an intensity of 2 mA over the left lobe during 20 min was carried out. After tDCS, it was performed a session of moderate-intensity aerobic exercise during 40 min. BP during 24 h and HRV measurements were performed before (baseline) and after the intervention. Systolic BP during sleep time decreased in the active-tDCS group (p = 0.008). Diastolic BP showed a significant decrease 3 h after the intervention in the active-tDCS group (p = 0.01). An intragroup comparison showed a significant decrease in systolic BP 3 h after intervention only for the active-tDCS group (p = 0.04). Besides, there was a trend toward a difference in wake for diastolic BP for active-tDCS (p = 0.07). Lastly, there were no changes in the HRV for both groups. It is suggested that anodal tDCS associated with moderate-intensity aerobic exercise can decrease systolic and diastolic BP of hypertensive people during sleep time and 3 h after the intervention.


Subject(s)
Transcranial Direct Current Stimulation , Autonomic Nervous System , Blood Pressure , Exercise , Humans , Pilot Projects
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