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1.
BMC Musculoskelet Disord ; 25(1): 279, 2024 Apr 11.
Artigo em Inglês | MEDLINE | ID: mdl-38605331

RESUMO

BACKGROUND AND AIM: There is evidence to suggest that assessing back-specific altered self-perception may be useful when seeking to understand and manage low back pain (LBP). The Fremantle Back Awareness Questionnaire (FreBAQ) is a patient-reported measure of back-specific body perception that has never been adapted and psychometrically analysed in Italian. Hence, the objectives of this research were to cross-culturally adapt and validate the Italian version of this outcome measure (namely, the FreBAQ-I), to make it available for use with Italians suffering from chronic LBP. METHODS: The FreBAQ-I was developed by forward and backward translation, review by a committee skilled in patient-reported measures and test of the pre-final version to assess its clarity, acceptability, and relevance. The statistical analyses examined: structural validity based on Rasch analysis; hypotheses testing by investigating correlations of the FreBAQ-I with the Roland Morris Disability Questionnaire (RMDQ), a pain intensity numerical rating scale (PI-NRS), the Pain Catastrophising Scale (PCS), and the Tampa Scale of Kinesiophobia (TSK) (Pearson's correlations); reliability by internal consistency (Cronbach's alpha) and test-retest repeatability (intraclass correlation coefficient, ICC (2,1)); and measurement error by determining the minimum detectable change (MDC). After the development of a consensus-based translation of the FreBAQ-I, the new outcome measure was delivered to 100 people with chronic LBP. RESULTS: Rasch analysis confirmed the substantial unidimensionality and the structural validity of the FreBAQ-I. Hypothesis testing was considered good as at least 75% of the hypotheses were confirmed; correlations: RMDQ (r = 0.35), PI-NRS (r = 0.25), PCS (r = 0.41) and TSK (r = 0.38). Internal consistency was acceptable (alpha = 0.82) and test-retest repeatability was excellent (ICC (2,1) = 0.88, 95% CI: 0.83, 0.92). The MDC95 corresponded to 6.7 scale points. CONCLUSION: The FreBAQ-I was found to be a unidimensional, valid, and reliable outcome measure in Italians with chronic LBP. Its application is advised for clinical and research use within the Italian speaking community.


Assuntos
Dor Crônica , População Europeia , Dor Lombar , Humanos , Comparação Transcultural , Dor Lombar/diagnóstico , Dor Lombar/terapia , Reprodutibilidade dos Testes , Psicometria/métodos , Inquéritos e Questionários , Itália , Avaliação da Deficiência , Dor Crônica/diagnóstico , Dor Crônica/terapia
2.
Med Eng Phys ; 126: 104146, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38621847

RESUMO

Low back pain (LBP) is a leading cause of disability, resulting in aberrant movement. This movement is difficult to measure accurately in clinical practice and gold standard methods, such as optoelectronic systems involve the use of expensive laboratory equipment. Inertial measurement units (IMU) offer an alternative method of quantifying movement that is accessible in most environments. However, there is no consensus around the validity and reliability of IMUs for quantifying lumbar spine movements compared with gold standard measures. The aim of this systematic review was to establish concurrent validity and repeated measures reliability of using IMUs for the measurement of lumbar spine movements in individuals with and without LBP. A systematic search of electronic databases, incorporating PRISMA guidelines was completed, limited to the English language. 503 studies were identified where 15 studies met the inclusion criteria. Overall, 305 individuals were included, and 109 of these individuals had LBP. Weighted synthesis of the results demonstrated root mean squared differences of <2.4° compared to the gold standard and intraclass correlations >0.84 for lumbar spine movements. IMUs offer clinicians and researchers valid and reliable measurement of motion in the lumbar spine, comparable to laboratory methods, such as optoelectronic motion capture for individuals with and without LBP.


Assuntos
Dor Lombar , Humanos , Dor Lombar/diagnóstico , Reprodutibilidade dos Testes , Amplitude de Movimento Articular , Fenômenos Biomecânicos , Vértebras Lombares , Movimento
3.
BMC Geriatr ; 24(1): 308, 2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38565979

RESUMO

BACKGROUND: The postural control and abdominal muscles' automatic activity were found to be impaired in subjects with low back pain (LBP) during static activities. However, the studies are predominantly conducted on younger adults and a limited number of studies have evaluated abdominal muscles' automatic activity during dynamic standing activities in subjects with LBP. The present study investigated the automatic activity of abdominal muscles during stable and unstable standing postural tasks in older adults with and without LBP. METHODS: Twenty subjects with and 20 subjects without LBP were included. The thickness of the transversus abdominis (TrA), internal oblique (IO), and external oblique (EO) muscles was measured during rest (in supine), static, and dynamic standing postural tasks. To estimate automatic muscle activity, each muscle's thickness during a standing task was normalized to its thickness during the rest. Standing postural tasks were performed using the Biodex Balance System. RESULTS: The mixed-model analysis of variance revealed that task dynamicity significantly affected thickness change only in the TrA muscle (P = 0.02), but the main effect for the group and the interaction were not significantly different (P > 0.05). There were no significant main effects of the group, task dynamicity, or their interaction for the IO and EO muscles (P > 0.05). During dynamic standing, only the TrA muscle in the control group showed greater thickness changes than during the static standing task (P < 0.05). CONCLUSIONS: Standing on a dynamic level increased the automatic activity of the TrA muscle in participants without LBP compared to standing on a static level. Further research is required to investigate the effects of TrA muscle training during standing on dynamic surfaces for the treatment of older adults with LBP.


Assuntos
Dor Lombar , Humanos , Idoso , Dor Lombar/diagnóstico , Estudos Transversais , Contração Muscular/fisiologia , Músculos Abdominais/diagnóstico por imagem , Músculos Abdominais/fisiologia , Posição Ortostática , Ultrassonografia
4.
BMJ Case Rep ; 17(4)2024 Apr 02.
Artigo em Inglês | MEDLINE | ID: mdl-38569733

RESUMO

Lumbar paraspinal compartment syndrome (LPCS) is a rare diagnosis, seen in patients chronically after repeated lumbar trauma or acutely in a postoperative setting. Only a dozen cases are documented worldwide, and to date no clinical guidelines exist for the diagnosis nor the treatment.We describe the case of a 44-year-old man with excruciating lower back pain following a radical cystectomy. The postoperative laboratory values were compatible with acute rhabdomyolysis. The lumbar spine MRI showed necrosis of lumbosacral paraspinal muscles, making the diagnosis of acute LPCS. After seeking advice from different specialists, the conservative approach was chosen with combined pain treatment and physiotherapy. The patient is currently still disabled for some tasks and needs chronic pain medication.


Assuntos
Síndromes Compartimentais , Dor Lombar , Rabdomiólise , Masculino , Humanos , Adulto , Cistectomia/efeitos adversos , Região Lombossacral/cirurgia , Dor Lombar/diagnóstico , Rabdomiólise/terapia , Síndromes Compartimentais/diagnóstico , Síndromes Compartimentais/etiologia , Síndromes Compartimentais/cirurgia , Músculos Paraespinais , Imageamento por Ressonância Magnética , Vértebras Lombares/cirurgia
5.
J Orthop Surg Res ; 19(1): 248, 2024 Apr 18.
Artigo em Inglês | MEDLINE | ID: mdl-38637804

RESUMO

BACKGROUND: Conservative management is recommended as the first therapeutic step in chronic low back pain (LBP), but there is no available evidence regarding the possible effect of patients' baseline characteristics on the therapeutic outcomes. A systematic review of the literature was performed to investigate this point. METHODS: In February 2024, all the level I studies investigating the role of pharmacological management for chronic LBP were accessed. Data concerning the patient demographic at baseline were collected: number of patients and related mean BMI and age, duration of the symptoms, duration of the follow-up, percentage of females, Numeric Rating Scale (NRS), the Roland Morris Disability Questionnaire (RMQ), Oswestry Disability Index (ODI). The outcomes at the last follow-up were evaluated through NRS, RMQ, and ODI. A multiple linear model regression diagnostic through the Pearson Product-Moment Correlation Coefficient (r) was used. RESULTS: Data from 47 articles (9007 patients) were obtained. The analysis yielded the following significant associations: age at baseline and NRS at follow-up (r = - 0.22; P = 0.04), NRS at baseline with NRS (r = 0.26; P = 0.03) and RMQ (r = - 0.58; P = 0.02) at follow-up, RMQ at baseline and the same at follow-up (r = 0.69; P = 0.0001). CONCLUSION: Older age, higher BMI, presence of comorbidities, higher ODI and a long history of symptoms or surgical treatments do not reduce the efficacy of pharmacological management of chronic LBP. However, pharmacological therapy is not an effective option for patients with high baseline RMQ. LEVEL OF EVIDENCE: I systematic review of RCTs.


Assuntos
Dor Crônica , Dor Lombar , Feminino , Humanos , Dor Lombar/diagnóstico , Dor Lombar/tratamento farmacológico , Inquéritos e Questionários , Avaliação da Deficiência , Tratamento Conservador , Medição da Dor , Dor Crônica/tratamento farmacológico
6.
Med Sci Monit ; 30: e943732, 2024 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-38556775

RESUMO

BACKGROUND This study of 60 patients with low back pain (LBP) aimed to compare outcomes following magnetotherapy, ultrasound therapy, laser therapy, and electrotherapy, with and without lumbosacral kinesiotherapy, and used the Roland-Morris Disability Questionnaire (RMDQ) and the Oswestry Low Back Pain Disability Questionnaire (OLBPDQ). This was a randomized actively controlled intervention trial of adding kinesiotherapy to a standard physiotherapy for LBP. MATERIAL AND METHODS The research included 60 participants with a diagnosis of chronic non-specific lumbar pain syndrome (CNSLPS) (mean±SD age 58.3±15.4 years, 37 women) LBP randomly assigned (1: 1) to 2 treatment groups. In Group 1, 30 patients were treated with magnetotherapy, ultrasound therapy, laser therapy, and electrotherapy. In Group 2, 30 patients received the same treatments as in Group 1, and also performed kinesiotherapy exercises affecting the lumbosacral spine and adjacent muscles. At baseline and at the end of the study, all participants completed the RMDQ and the OLBPDQ. RESULTS Both groups had significant improvement after therapy. Repeated-measures ANOVA indicated that at the end of treatment there was significantly greater progress and symptom reduction (P<0.001) in Group 2. Patients in Group 2 had a pain reduction of 52.5%, while Group 1 had 25.4% pain reduction (P=0.009). CONCLUSIONS For treatment of disability caused by CNSLPS, physical therapy combined with kinesiotherapy should be a treatment of choice.


Assuntos
Dor Crônica , Terapia por Estimulação Elétrica , Dor Lombar , Magnetoterapia , Humanos , Feminino , Adulto , Pessoa de Meia-Idade , Idoso , Dor Lombar/terapia , Dor Lombar/diagnóstico , Resultado do Tratamento , Dor Crônica/terapia , Lasers
7.
Trials ; 25(1): 242, 2024 Apr 06.
Artigo em Inglês | MEDLINE | ID: mdl-38582874

RESUMO

BACKGROUND: Low back pain (LBP) is a significant public health problem, is very prevalent, and is often characterized by the persistence of symptoms. Transcutaneous electrical nerve stimulation (TENS) may benefit people with chronic LBP because it can activate descending inhibitory pathways and inhibit central excitability. However, previous studies that have investigated the effects of TENS on pain in people with LBP have failed to use proper intensities of current, and the timing of the assessment of pain was not performed during the peak of the analgesic response or functional activities. Therefore, the present study aims to assess the effects of TENS on measures of pain, function, and descending inhibition using the maximal tolerable intensity of TENS in participants with LBP. METHODS/DESIGN: This study will be a randomized crossover trial. The participants for this study will be recruited from various places, including the University of Hartford, physical therapy clinics, and local businesses in the Hartford area, as well as online websites geared towards clinical trial recruitment. A total of 34 participants will receive all three treatments: active TENS, placebo TENS, and no treatment control. The treatment order will be randomized using a website-based randomization tool. For active TENS, a modulating frequency of 2-125 Hz will be applied with a variable pulse duration and maximal tolerable intensity for 30 min. The TENS will be left on for post-treatment testing to assess the effects during its maximally effective period for a total of 50 to 60 min. Furthermore, the intensity may be turned down if muscle twitching is present to ensure blinding of the evaluator. For placebo TENS, the unit will deliver current for 45 s, ramping to 0 in the last 15 s. The primary outcome will be pain intensity at rest and with movement, determined using the numerical pain rating scale. The secondary outcomes will be pressure pain threshold, heat pain threshold, temporal summation of pain, conditioned pain modulation, sit-to-stand test, and repeated trunk flexion. The assessments will be performed immediately before and after treatment. Statistical analysis of the data obtained will consider a significance level of p < 0.05. DISCUSSION: This study will provide evidence concerning the effects and mechanisms of TENS treatment in participants with chronic non-specific low back pain. The outcomes, including pain, function, and descending inhibition, will help us gain a greater understanding of how TENS can be used for these participants. TRIAL REGISTRATION: ClinicalTrials.gov NCT05812885. Registered on 24th May 2023.


Assuntos
Dor Lombar , Estimulação Elétrica Nervosa Transcutânea , Humanos , Estimulação Elétrica Nervosa Transcutânea/efeitos adversos , Estimulação Elétrica Nervosa Transcutânea/métodos , Dor Lombar/diagnóstico , Dor Lombar/terapia , Estudos Cross-Over , Limiar da Dor , Medição da Dor , Resultado do Tratamento , Ensaios Clínicos Controlados Aleatórios como Assunto
8.
Am Fam Physician ; 109(3): 233-244, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38574213

RESUMO

Chronic low back pain, defined as lumbar pain persisting for 12 weeks or more, occurs in about 13% of U.S. adults. Patients with chronic low back pain should have a history and physical examination to identify red flags that may indicate serious conditions that warrant immediate intervention or yellow flags (i.e., psychological, environmental, and social factors) that indicate risk of disability. The examination should include an evaluation for radicular symptoms. Routine imaging is not recommended but is indicated when red flags are present, there is a neuromuscular deficit, or if pain does not resolve with conservative therapy. Patients should avoid bed rest. Nonpharmacologic treatment is first-line management and may include therapies with varying evidence of support, such as counseling, exercise therapy, spinal manipulation, massage, heat, dry needling, acupuncture, transcutaneous electrical nerve stimulation, and physical therapy. Pharmacologic interventions are second-line treatment. Nonsteroidal anti-inflammatory drugs are the initial medication of choice; duloxetine may also be beneficial. Evidence is inconclusive to recommend the use of benzodiazepines, muscle relaxants, antidepressants, corticosteroids, insomnia agents, anticonvulsants, cannabis, acetaminophen, or long-term opioids. Epidural corticosteroid injections are not recommended except for short-term symptom relief in patients with radicular pain. Most patients with chronic low back pain will not require surgery; evaluation for surgery may be considered in those with persistent functional disabilities and pain from progressive spinal stenosis, worsening spondylolisthesis, or herniated disk. Physicians should consider prevention of chronic low back pain when patients present with acute back pain. Screening tools are available to predict the progression from acute to chronic low back pain, and targeted treatment strategies are beneficial for preventing progression.


Assuntos
Dor Crônica , Dor Lombar , Manipulação da Coluna , Humanos , Dor Lombar/diagnóstico , Dor Lombar/etiologia , Dor Lombar/terapia , Acetaminofen/uso terapêutico , Anti-Inflamatórios não Esteroides/uso terapêutico , Anticonvulsivantes/uso terapêutico , Dor Crônica/terapia , Dor Crônica/tratamento farmacológico
9.
Musculoskelet Sci Pract ; 70: 102925, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38430821

RESUMO

BACKGROUND: Computational linguistics allows an understanding of language structure and different forms of expression of patients' perceptions. AIMS: The aims of this study were (i) to carry out a descriptive analysis of the discourse of people with chronic low back pain using sentiment analysis (SA) and network analysis; (ii) to verify the correlation between patients' profiles, pain intensity and disability levels with SA and network analysis; and (iii) to identify clusters in our sample according to language and SA using an unsupervised machine learning technique. METHODS: We performed a secondary analysis of a qualitative study including participants with chronic non-specific low back pain. We used the data related to participants' feelings when they received the diagnosis. The SA and network analysis were performed using the Valence Aware Dictionary and sEntiment Reasoner, and the Speech Graph, respectively. Clustering was performed using the K-means algorithm. RESULTS: In the SA, the mean composite score was -0.31 (Sd. = 0.58). Most participants presented a negative discourse (n = 41; 72%). Word Count (WC) and Largest Strongly connected Component (LSC) positively correlated with education. No statistically significant correlations were observed between pain intensity, disability levels, SA, and network analysis. Two clusters were identified in our sample. CONCLUSION: The SA showed that participants reported their feeling when describing the moment of the diagnosis using sentences with negative discourse. We did not find a statistically significant correlation between pain intensity, disability levels, SA, and network analysis. Education level presented positive correlation with WC and LSC.


Assuntos
Pessoas com Deficiência , Dor Lombar , Humanos , Dor Lombar/diagnóstico , Fala
10.
Trials ; 25(1): 223, 2024 Mar 28.
Artigo em Inglês | MEDLINE | ID: mdl-38549128

RESUMO

BACKGROUND: The prevalence of sacroiliac joint pain (SIJP) is estimated to be 10-30% in patients with chronic low back pain. Numerous conservative and surgical treatment modalities for SIJP have been described with limited evidence regarding long-term pain relief. Spinal cord stimulation (SCS) is a well-established technique to treat patients with chronic low back pain. However, the effect on patients with SIJP is not consistent. Therefore, peripheral nerve stimulation (PNS) for chronic SIJP was implemented in experimental trials. Clinical data on PNS for SIJP is still lacking. The authors present a case series and a protocol for a prospective, multicenter study to determine the effect of PNS in patients with chronic intractable SIJP. METHOD: A multicenter, prospective randomized controlled trial was designed. Patients with chronic intractable SIJP will be recruited and randomized in a 4:3 ratio to either the peripheral nerve stimulation group or to the best medical treatment group. A total of 90 patients are planned to be enrolled (52 in the PNS group and 38 in the BMT group). Patients in the intervention group receive a percutaneous implantation of a unilateral or bilateral lead which is externalized for a trial phase for 3-14 days. After trial phase only patients with at least 50% reduction of pain receive an impulse generator for permanent stimulation. Regular visits for participants are planned on day 0, after 3 months (± 30 days), 6 months (± 30 days), and 12 months (± 60 days). The primary outcome measurements is the difference in Numeric Pain Rating Scale (NRS) between baseline and after 6 months. Secondary outcomes is improvement of pain associated disability (ODI) and improvement of health-related quality of life after 6 and 12 months. DISCUSSION: We have described the protocol for a prospective, multicenter, randomized trial evaluating the influence of PNS on patients with chronic sacroiliac joint syndrome. We believe that PNS on patients with chronic sacroiliac joint syndrome will show promising results regarding pain relief and quality of life in comparison to BMT after 12 months. The design of this trial promises high evidence in comparison to the data to date. TRIAL REGISTRATION: ClinicalTrials.gov, NCT05357300. Registered on April 26, 2022.


Assuntos
Dor Crônica , Dor Lombar , Estimulação da Medula Espinal , Humanos , Dor Lombar/diagnóstico , Dor Lombar/terapia , Articulação Sacroilíaca , Qualidade de Vida , Estudos Prospectivos , Dor Crônica/diagnóstico , Dor Crônica/terapia , Estimulação da Medula Espinal/métodos , Nervos Periféricos , Resultado do Tratamento , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Multicêntricos como Assunto
11.
PLoS One ; 19(3): e0299719, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38478497

RESUMO

BACKGROUND: Low back pain is one of the most frequent medical problems caused by different factors. It is important to evaluate low back pain by choosing the best suited tool for the specific spine condition and pain severity. The Spine Functional Index (SFI) is a relatively new physical functioning-related questionnaire that can be used to assess different aspects of daily activities and movements. The purpose of this study was to cross-culturally adapt the SFI for the Lithuanian language and to determine its psychometric properties of validity, reliability, construct stability, internal consistency and factor structure. METHODS: The study was designed as a two-stage observational study. Double forward and backward translations of SFI were performed for cultural adaptation for the Lithuanian language. For evaluation of psychometric properties, 125 participants with non-specific low back pain (duration of symptoms ≥ 6 weeks) rated their pain using Numeric Rating Scale, completed the Lithuanian version of SFI and Oswestry Disability Index. In 3 to 7 days all participants completed Lithuanian version SFI for the second time. The full sample was employed to determine internal consistency, test-retest reliability, construct stability, measurement error, construct validity and factor structure. RESULTS: There was good internal consistency and reliability with Lithuanian version of SFI as Cronbach's α = 0.92 and r = 0.82. Spearman-Brown coefficient was 0.97 representing good construct stability. Measurement error from standard error of the mean (SEM) was 6.96, from Minimal Detectable Change (MDC) was 16.24. Construct validity between the Lithuanian version of SFI and Oswestry Disability Index was excellent (ρ = 0.83), and good between the SFI and Numeric Rating Scale (ρ = 0.55). The factor analysis demonstrated a one-factor solution explaining 35.04% of total variance. CONCLUSION: Lithuanian version of SFI is a new reliable and valid instrument for functional evaluation of back pain in Lithuanian speaking patients.


Assuntos
Dor Lombar , Humanos , Dor Lombar/diagnóstico , Comparação Transcultural , Reprodutibilidade dos Testes , Lituânia , Avaliação da Deficiência , Traduções , Inquéritos e Questionários , Idioma , Psicometria
12.
Pain Res Manag ; 2024: 1824269, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38528984

RESUMO

Background: Lumbar spinal stenosis (LSS) causes low back pain, leg pain, numbness in the leg, and neurogenic intermittent claudication. Epidural steroid injection (ESI) has been used for treating spinal stenosis symptoms. We hypothesized that dural pulsation was variable for lumbar spinal stenosis. In cases of the presence of dural pulsation, the pain relief after the ESI was better than in the absence of dural pulsation. This study aimed at investigating the relationships between the presence or absence of spinal dural pulsations and the efficacy of ESI. Methods: A total of 71 patients were enrolled in this prospective study. Prior to the ESI, the dural pulsation was measured using a 5-1 MHz array ultrasound transducer. The visual analogue scale (VAS) score was measured pre-ESI and 2 weeks post-ESI and 4 weeks post-ESI. At 4 weeks post-ESI, dural pulsation was rechecked. Results: The VAS scores improved after the ESI procedure regardless of the presence or absence of dural pulsation. There was a correlation between the pulsation of the dura and post-ESI VAS scores. However, VAS was not significantly different for different grades of stenosis. Conclusion: The ESI was effective in patients with spinal stenosis in short-term follow-up. Dural pulsation of the spinal cord was a positive predictive factor for the ESI effect, but the grade of spinal stenosis severity had no effect on the effectiveness of ESI.


Assuntos
Dor Crônica , Dor Lombar , Estenose Espinal , Humanos , Estenose Espinal/complicações , Estenose Espinal/tratamento farmacológico , Estudos Prospectivos , Dor nas Costas , Dor Lombar/tratamento farmacológico , Dor Lombar/etiologia , Dor Lombar/diagnóstico , Dor Crônica/complicações , Injeções Epidurais/efeitos adversos , Esteroides/uso terapêutico , Resultado do Tratamento
13.
Comput Biol Med ; 172: 108197, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38452472

RESUMO

BACKGROUND: Health-related patient-reported outcomes (HR-PROs) are crucial for assessing the quality of life among individuals experiencing low back pain. However, manual data entry from paper forms, while convenient for patients, imposes a considerable tallying burden on collectors. In this study, we developed a deep learning (DL) model capable of automatically reading these paper forms. METHODS: We employed the Japanese Orthopaedic Association Back Pain Evaluation Questionnaire, a globally recognized assessment tool for low back pain. The questionnaire comprised 25 low back pain-related multiple-choice questions and three pain-related visual analog scales (VASs). We collected 1305 forms from an academic medical center as the training set, and 483 forms from a community medical center as the test set. The performance of our DL model for multiple-choice questions was evaluated using accuracy as a categorical classification task. The performance for VASs was evaluated using the correlation coefficient and absolute error as regression tasks. RESULT: In external validation, the mean accuracy of the categorical questions was 0.997. When outputs for categorical questions with low probability (threshold: 0.9996) were excluded, the accuracy reached 1.000 for the remaining 65 % of questions. Regarding the VASs, the average of the correlation coefficients was 0.989, with the mean absolute error being 0.25. CONCLUSION: Our DL model demonstrated remarkable accuracy and correlation coefficients when automatic reading paper-based HR-PROs during external validation.


Assuntos
Aprendizado Profundo , Dor Lombar , Ortopedia , Humanos , Dor Lombar/diagnóstico , Dor Lombar/terapia , Qualidade de Vida , Japão , Dor nas Costas , Inquéritos e Questionários
14.
J Clin Neurosci ; 122: 35-43, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38461740

RESUMO

Low back pain (LBP) constitutes a distressing emotional ordeal and serves as a potent catalyst for adverse emotional states, notably anxiety. We dedicated to discerning methodologies for identifying patients who are predisposed to heightened levels of anxiety and pain. A self-assessment questionnaire was administered to patients afflicted with LBP. The pain scores were subjected to analysis in conjunction with anxiety scores, and a clustering procedure was executed using the scientific k-means methodology. Subsequently, six machine learning algorithms, including Logistics Regression (LR), K-Nearest Neighbor (KNN), Decision Tree (DT), Support Vector Machine (SVM), Random Forest (RF), and Extreme Gradient Boosting (XGB), were employed. Next, five pertinent variables were identified, namely Age, Course, Body Mass Index (BMI), Education, and Marital status. Furthermore, a LR model was utilized to construct a nomogram, which was subsequently subjected to assessment for discrimination, calibration, and evaluation of its clinical utility. As a result, 599 questionnaires were valid (effective rate: 99 %). The correlation analysis revealed a significant association between anxiety and pain scores (r = 0.31, P < 0.001). LBP patients could be divided into two clusters, Cluster1 had higher pain scores (P < 0.05) and SAS scores (P < 0.001). The proposed nomogram demonstrated an area under the receiver operating characteristics curve (ROC) of 0.841 (95 %CI: 0.804-0.878) and 0.800 (95 %CI: 0.733-0.867) in the training and test groups, respectively. Briefly, the established nomogram has demonstrated remarkable proficiency in discerning individuals afflicted with LBP who are at a heightened risk of experiencing anxiety.


Assuntos
Dor Lombar , Humanos , Dor Lombar/diagnóstico , Nomogramas , Ansiedade/diagnóstico , Ansiedade/etiologia , Transtornos de Ansiedade , Emoções
15.
BMC Musculoskelet Disord ; 25(1): 209, 2024 Mar 08.
Artigo em Inglês | MEDLINE | ID: mdl-38459458

RESUMO

BACKGROUND: Chronic low back pain (CLBP) is a prevalent and debilitating condition, leading to significant challenges to both patients and the governmental healthcare system. Non-pharmacologic interventions have received increasing attention as potential strategies to alleviate chronic low back pain and improve patient outcomes. The aim of this systematic review was to comprehensively assess the changes in blood inflammatory biomarkers after non-pharmacologic interventions for CLBP patients, thus trying to understand the complex interactions between non-pharmacologic interventions and inflammatory biomarker changes in CLBP. METHODS: A thorough search (from January 1st, 2002 to October 5th, 2022) of PubMed, Medline (platform Web of Science), and the Cochrane Library (platform Wiley Online Library) were conducted, and inclusion criteria as well as exclusion criteria were refined to selection of the studies. Rigorous assessments of study quality were performed using RoB 2 from Cochrane or an adaptation of the Downs and Black checklist. Data synthesis includes alterations in inflammatory biomarkers after various non-pharmacologic interventions, including exercise, acupressure, neuro-emotional technique, and other modalities. RESULTS: Thirteen primary studies were included in this systematic review, eight randomized controlled trials, one quasi-randomized trial, and four before-after studies. The interventions studied consisted of osteopathic manual treatment (one study), spinal manipulative therapy (SMT) (three studies), exercise (two studies), yoga (two studies) and acupressure (two studies), neuro-emotional technique (one study), mindfulness-based (one study) and balneotherapy study (one study). Four studies reported some changes in the inflammatory biomarkers compared to the control group. Decreased tumor necrosis factor-alpha (TNF-α) after osteopathic manual treatment (OMT), neuro-emotional technique (NET), and yoga. Decreased interleukin (IL)-1, IL-6, IL-10, and c-reactive protein (CRP) after NET, and increased IL-4 after acupressure. Another five studies found changes in inflammatory biomarkers through pre- and post-intervention comparisons, indicating improvement outcomes after intervention. Increased IL-10 after balneotherapy; decreased TNF-α, IL-1ß, IL-8, Interferon-gamma, interferon-γ-induced protein 10-γ-induced protein 10 after exercise; decreased IL-6 after exercise and SMT; decreased CRP and chemokine ligand 3 after SMT. CONCLUSION: Results suggest a moderation of inflammatory biomarkers due to different non-pharmacologic interventions for CLBP, generally resulting in decreased pro-inflammatory markers such as TNF-α and IL-6 as well as increased anti-inflammatory markers such as IL-4, thus revealing the inhibition of inflammatory processes by different non-pharmacologic interventions. However, a limited number of high-quality studies evaluating similar interventions and similar biomarkers limits the conclusion of this review.


Assuntos
Dor Crônica , Dor Lombar , Humanos , Dor Lombar/diagnóstico , Dor Lombar/terapia , Interleucina-10 , Fator de Necrose Tumoral alfa , Interleucina-6 , Interferon gama , Interleucina-4 , Biomarcadores , Dor Crônica/diagnóstico , Dor Crônica/terapia , Ensaios Clínicos Controlados Aleatórios como Assunto
16.
J Patient Rep Outcomes ; 8(1): 27, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38436802

RESUMO

BACKGROUND: The study aimed to cross-culturally adapt the Patient-Reported Outcomes Measurement Information System Short Form v1.0 - Depression 8a (PROMIS SF v1.0 - Depression 8a) into Thai and evaluate its psychometric properties in individuals with chronic low back pain (CLBP). METHODS: The PROMIS SF v1.0- Depression 8a was translated and cross-culturally adapted into Thai using the Functional Assessment of Chronic Illness Therapy translation methodology. Two hundred and sixty-nine individuals with CLBP completed the Thai version of PROMIS SF v1.0- Depression 8a (T-PROMIS-D-8a) scale and a set of measures assessing validity criterion domains. Structural validity, internal consistency, and test-retest reliability at a 7-day interval of the T-PROMIS-D-8a scale were computed and its construct validity was evaluated by computing correlations with the Thai version of Patient Health Questionnaire-9 (T-PHQ-9), Numeric Rating Scale of pain intensity (T-NRS), and Fear Avoidance Beliefs Questionnaire (T-FABQ). RESULTS: Data from 269 participants were analyzed. Most participants were women (70%), and the sample had a mean age of 42.5 (SD 16.6) years. The findings supported the unidimensionality, internal consistency (Cronbach's alpha = 0.94), and test-retest reliability (ICC [2,1] = 0.86) of the T-PROMIS-D-8a. A floor effect was observed for 16% of the sample. Associations with the T-PHQ-9, T-NRS, and T-FABQ supported the construct validity of the T-PROMIS-D-8a. CONCLUSIONS: The T-PROMIS-D-8a was successfully translated and culturally adapted. The findings indicated that the scale is reliable and valid for assessing depression in Thai individuals with CLBP.


Assuntos
Dor Lombar , Humanos , Feminino , Adulto , Masculino , Dor Lombar/diagnóstico , Comparação Transcultural , Depressão/diagnóstico , Psicometria , Reprodutibilidade dos Testes , Tailândia , Medidas de Resultados Relatados pelo Paciente , Sistemas de Informação
17.
BMC Musculoskelet Disord ; 25(1): 193, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38439000

RESUMO

BACKGROUND: Multiple factors influence the recovery process of low back pain (LBP). The identification and increased knowledge of prognostic factors might contribute to a better understanding of the course of LBP. The purpose of this study is to investigate the association of the STarT Back Screening Tool (SBST) risk score and the type of leg pain (non-radiating LBP, referred non-radicular, and radicular radiating leg pain) with the disability trajectory (at baseline, the slope, and recovery at one year) in adults with low back pain. METHODS: This is a prospective cohort study in 347 patients with low back pain who sought physiotherapy care at three primary care practices in the Netherlands. Linear mixed models were estimated to describe the association of the SBST risk score and the type of leg pain with disability at baseline, the slope in the disability trajectory, and at twelve months follow-up. RESULTS: A medium/high risk score on the SBST is associated with higher baseline disability scores on the Oswestry Disability Index (ODI), faster initial recovery, and still a higher disability ODI score at 12 months follow-up. Non-radicular referred and radicular radiating leg pain were associated with worse baseline disability ODI scores in LBP. This association was not present for the initial recovery or at the 12 months follow-up. CONCLUSION: The SBST is associated with the LBP recovery trajectory. The SBST might be a useful tool to predict the disability trajectory in a heterogeneous group of people with low back pain in primary care and might, therefore, be recommended in future clinical practice guidelines. The type of leg pain was not associated with the recovery trajectory of LBP. Future research might focus on evaluating different types of leg pain. TRIAL REGISTRATION: Clinicaltrials.gov: 109,643.


Assuntos
Dor Lombar , Adulto , Humanos , Dor Lombar/diagnóstico , Perna (Membro) , Estudos Prospectivos , Modelos Lineares , Países Baixos/epidemiologia
18.
Physiother Res Int ; 29(2): e2078, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38430539

RESUMO

BACKGROUND: The Pain Attitudes and Beliefs Scale for Physiotherapists (PABS-PT) questionnaire evaluates manual therapists' biomedical and biopsychosocial beliefs regarding the management of chronic low back pain. Its usage in clinical settings is an important step in the implementation of national guidelines and policies to improve patient management. OBJECTIVES: The objective of this study was to translate the PABS-PT questionnaire into French, to adapt it culturally, and to conduct a psychometric analysis. DESIGN: Qualitative and cross-sectional study. METHOD: The translation process followed published guidelines with cross-cultural validation by an expert committee. We followed a forward and backward translation procedure and an expert committee, including the original author of the questionnaire and a linguistics expert ensuring good cultural adaptation, issued a finalised version. Psychometric analysis of the French version of the questionnaire was conducted among 390 French manual therapists in two phases. The first phase evaluated structural validity as well as external validity compared with the TSK and BBQ questionnaires. Then, reliability and scalability were analysed. The second phase evaluated test-retest reproducibility by sending the same questionnaire 3 months later. RESULTS: The validity study revealed three subscales: the classic biomedical subscale and two subscales for biopsychosocial beliefs (aetiology of pain and physical activity). With 21 items in total for the PABS-PT-FR, the structural validity scores were good (BM: alpha = 0.82, H = 0.38; Physical Activity: alpha = 0.62, H = 0.32; Aetiology of Pain: alpha = 0.55, H = 0.29). CONCLUSIONS: This study provides a validated tool to assess French physiotherapists' and, more generally, healthcare providers' beliefs about chronic low back pain, with a new insight into the BPS subscale internal construct.


Assuntos
Dor Lombar , Fisioterapeutas , Humanos , Dor Lombar/diagnóstico , Dor Lombar/terapia , Dor Lombar/psicologia , Reprodutibilidade dos Testes , Fisioterapeutas/psicologia , Estudos Transversais , Inquéritos e Questionários , Psicometria/métodos
20.
JMIR Hum Factors ; 11: e55246, 2024 Feb 29.
Artigo em Inglês | MEDLINE | ID: mdl-38421708

RESUMO

BACKGROUND: Low back pain (LBP) is a costly global health condition that affects individuals of all ages and genders. Physical therapy (PT) is a commonly used and effective intervention for the management of LBP and incorporates movement assessment and therapeutic exercise. A newly developed wearable, fabric-based sensor system, Motion Tape, uses novel sensing and data modeling to measure lumbar spine movements unobtrusively and thus offers potential benefits when used in conjunction with PT. However, physical therapists' acceptance of Motion Tape remains unexplored. OBJECTIVE: The primary aim of this research study was to evaluate physical therapists' acceptance of Motion Tape to be used for the management of LBP. The secondary aim was to explore physical therapists' recommendations for future device development. METHODS: Licensed physical therapists from the American Physical Therapy Association Academy of Leadership Technology Special Interest Group participated in this study. Overall, 2 focus groups (FGs; N=8) were conducted, in which participants were presented with Motion Tape samples and examples of app data output on a poster. Informed by the Technology Acceptance Model, we conducted semistructured FGs and explored the wearability, usefulness, and ease of use of and suggestions for improvements in Motion Tape for PT management of LBP. FG data were transcribed and analyzed using rapid qualitative analysis. RESULTS: Regarding wearability, participants perceived that Motion Tape would be able to adhere for several days, with some variability owing to external factors. Feedback was positive for the low-profile and universal fit, but discomfort owing to wires and potential friction with clothing was of concern. Other concerns included difficulty with self-application and potential skin sensitivity. Regarding usefulness, participants expressed that Motion Tape would enhance the efficiency and specificity of assessments and treatment. Regarding ease of use, participants stated that the app would be easy, but data management and challenges with interpretation were of concern. Physical therapists provided several recommendations for future design improvements including having a wireless system or removable wires, customizable sizes for the tape, and output including range of motion data and summary graphs and adding app features that consider patient input and context. CONCLUSIONS: Several themes related to Motion Tape's wearability, usefulness, and ease of use were identified. Overall, physical therapists expressed acceptance of Motion Tape's potential for assessing and monitoring low back posture and movement, both within and outside clinical settings. Participants expressed that Motion Tape would be a valuable tool for the personalized treatment of LBP but highlighted several future improvements needed for Motion Tape to be used in practice.


Assuntos
Dor Lombar , Fisioterapeutas , Dispositivos Eletrônicos Vestíveis , Feminino , Humanos , Masculino , Grupos Focais , Pesquisa Qualitativa , Movimento (Física) , Dor Lombar/diagnóstico
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