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Sourkatti H, Pajula J, Keski-Kuha T, Koivisto J, Hilvo M, Lähteenmäki J. Predictive modeling for identification of older adults with high utilization of health and social services. Scand J Prim Health Care 2024:1-8. [PMID: 38958358 DOI: 10.1080/02813432.2024.2372297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/06/2024] [Accepted: 06/19/2024] [Indexed: 07/04/2024] Open
Abstract
AIM Machine learning techniques have demonstrated success in predictive modeling across various clinical cases. However, few studies have considered predicting the use of multisectoral health and social services among older adults. This research aims to utilize machine learning models to detect high-risk groups of excessive health and social services utilization at early stage, facilitating the implementation of preventive interventions. METHODS We used pseudonymized data covering a four-year period and including information on a total of 33,374 senior citizens from Southern Finland. The endpoint was defined based on the occurrence of unplanned healthcare visits and the total number of different services used. Input features included individual's basic demographics, health status and past usage of healthcare resources. Logistic regression and eXtreme Gradient Boosting (XGBoost) methods were used for binary classification, with the dataset split into 70% training and 30% testing sets. RESULTS Subgroup-based results mirrored trends observed in the full cohort, with age and certain health issues, e.g. mental health, emerging as positive predictors for high service utilization. Conversely, hospital stay and urban residence were associated with decreased risk. The models achieved a classification performance (AUC) of 0.61 for the full cohort and varying in the range of 0.55-0.62 for the subgroups. CONCLUSIONS Predictive models offer potential for predicting future high service utilization in the older adult population. Achieving high classification performance remains challenging due to diverse contributing factors. We anticipate that classification performance could be increased by including features based on additional data categories such as socio-economic data.
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Affiliation(s)
- Heba Sourkatti
- VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Juha Pajula
- VTT Technical Research Centre of Finland Ltd, Espoo, Finland
| | - Teemu Keski-Kuha
- Finnish Institute of Health and Welfare (THL), Helsinki, Finland
| | - Juha Koivisto
- Finnish Institute of Health and Welfare (THL), Helsinki, Finland
| | - Mika Hilvo
- VTT Technical Research Centre of Finland Ltd, Espoo, Finland
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Zyryanov SK, Baybulatova EA. [Current challenges for therapy of comorbid patients: a new look at celecoxib. A review]. TERAPEVT ARKH 2024; 96:531-542. [PMID: 38829816 DOI: 10.26442/00403660.2024.05.202769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Accepted: 05/29/2024] [Indexed: 06/05/2024]
Abstract
The use of non-steroidal anti-inflammatory drugs (NSAIDs) for a wide range of diseases is increasing, in part due to an increasing elderly population. Elderly patients are more vulnerable to adverse drug reactions, including side effects and adverse effects of drug-drug interactions, often occurring in this category of patients due to multimorbidity and polypharmacy. One of the most popular NSAIDs in the world is celecoxib. It is a selective cyclooxygenase (COX)-2 inhibitor with 375 times more COX-2 inhibitory activity than COX-1. As a result, celecoxib has a better gastrointestinal tract safety profile than non-selective NSAIDs. Gastrointestinal tolerance is an essential factor that physicians should consider when selecting NSAIDs for elderly patients. Celecoxib can be used in a wide range of diseases of the musculoskeletal system and rheumatological diseases, for the treatment of acute pain in women with primary dysmenorrhea, etc. It is also increasingly used as part of a multimodal perioperative analgesia regimen. There is strong evidence that COX-2 is actively involved in the pathogenesis of ischemic brain damage, as well as in the development and progression of neurodegenerative diseases, such as Alzheimer's disease. NSAIDs are first-line therapy in the treatment of acute migraine attacks. Celecoxib is well tolerated in patients with risk factors for NSAID-associated nephropathy. It does not decrease the glomerular filtration rate in elderly patients and patients with chronic renal failure. Many meta-analyses and epidemiological studies have not confirmed the increased risk of cardiovascular events reported in previous clinical studies and have not shown an increased risk of cardiovascular events with celecoxib, irrespective of dose. COX-2 activation is one of the key factors contributing to obesity-related inflammation. Specific inhibition of COX-2 by celecoxib increases insulin sensitivity in overweight or obese patients. Combination therapies may be a promising new area of treatment for obesity and diabetes.
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Affiliation(s)
- S K Zyryanov
- Peoples' Friendship University of Russia named after Patrice Lumumba
| | - E A Baybulatova
- Peoples' Friendship University of Russia named after Patrice Lumumba
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Tsoupras A, Gkika DA, Siadimas I, Christodoulopoulos I, Efthymiopoulos P, Kyzas GZ. The Multifaceted Effects of Non-Steroidal and Non-Opioid Anti-Inflammatory and Analgesic Drugs on Platelets: Current Knowledge, Limitations, and Future Perspectives. Pharmaceuticals (Basel) 2024; 17:627. [PMID: 38794197 PMCID: PMC11124379 DOI: 10.3390/ph17050627] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 05/01/2024] [Accepted: 05/09/2024] [Indexed: 05/26/2024] Open
Abstract
Non-steroidal anti-inflammatory drugs (NSAIDs) are among the most widely utilized pharmaceuticals worldwide. Besides their recognized anti-inflammatory effects, these drugs exhibit various other pleiotropic effects in several cells, including platelets. Within this article, the multifaceted properties of NSAIDs on platelet functions, activation and viability, as well as their interaction(s) with established antiplatelet medications, by hindering several platelet agonists' pathways and receptors, are thoroughly reviewed. The efficacy and safety of NSAIDs as adjunctive therapies for conditions involving inflammation and platelet activation are also discussed. Emphasis is given to the antiplatelet potential of commonly administered NSAIDs medications, such as ibuprofen, diclofenac, naproxen and ketoprofen, alongside non-opioid analgesic and antipyretic medications like paracetamol. This article delves into their mechanisms of action against different pathways of platelet activation, aggregation and overall platelet functions, highlighting additional health-promoting properties of these anti-inflammatory and analgesic agents, without neglecting the induced by these drugs' side-effects on platelets' functionality and thrombocytopenia. Environmental issues emerging from the ever-increased subscription of these drugs are also discussed, along with the need for novel water treatment methodologies for their appropriate elimination from water and wastewater samples. Despite being efficiently eliminated during wastewater treatment processes on occasion, NSAIDs remain prevalent and are found at significant concentrations in water bodies that receive effluents from wastewater treatment plants (WWTPs), since there is no one-size-fits-all solution for removing all contaminants from wastewater, depending on the specific characteristics of the wastewater. Several novel methods have been studied, with adsorption being proposed as a cost-effective and environmentally friendly method for wastewater purification from such drugs. This article also presents limitations and future prospects regarding the observed antiplatelet effects of NSAIDs, as well as the potential of novel derivatives of these compounds, with benefits in other important platelet functions.
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Affiliation(s)
- Alexandros Tsoupras
- Hephaestus Laboratory, Department of Chemistry, School of Science, Democritus University of Thrace, GR 65404 Kavala, Greece; (D.A.G.); (P.E.); (G.Z.K.)
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Xu S, Zhang F, Tao L, Jiang Y, Huang T, Li Y, Hu Z, Yang J, Hao X, Yuan C. Three rare anti-inflammatory sesquiterpene lactones from Magnolia grandiflora. Chin J Nat Med 2024; 22:265-272. [PMID: 38553193 DOI: 10.1016/s1875-5364(24)60601-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Indexed: 04/02/2024]
Abstract
Four new sesquiterpene lactones (SLs) (1-4), along with a biosynthetically related SL (5), have been isolated from the leaves of Magnolia grandiflora. Magrandate A (1) is notable as the first C18 homogemarane type SL, featuring a unique 1,7-dioxaspiro[4.4]nonan-6-one core. Compounds 2 and 3, representing the first instances of chlorine-substituted gemarane-type SL analogs in natural products, were also identified. The structures of these isolates were elucidated through a combination of spectroscopic data analysis, electronic circular dichroism calculations, and X-ray single-crystal diffraction analysis. All isolates demonstrated anti-inflammatory activity in lipopolysaccharide-stimulated RAW264.7 cells. Notably, 3-5 showed a significant inhibitory effect on nitric oxide production, with IC50 values ranging from 0.79 to 4.73 μmol·L-1. Additionally, 4 and 5 exhibited moderate cytotoxic activities against three cancer cell lines, with IC50 values between 3.09 and 11.23 μmol·L-1.
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Affiliation(s)
- Shuangyu Xu
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Feng Zhang
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Linlan Tao
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Yangming Jiang
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Tao Huang
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Yanan Li
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Zhanxing Hu
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Jue Yang
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China
| | - Xiaojiang Hao
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China; State Key Laboratory of Phytochemistry and Plant Resources in West China, Kunming Institute of Botany, Chinese Academy of Sciences, Kunming 650201, China.
| | - Chunmao Yuan
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang 550014, China; School of Pharmaceutical Sciences, Guizhou Medical University, Guiyang 550025, China; Natural Products Research Center of Guizhou Province, Guiyang 550014, China.
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Nielsen OH, Pardi DS. Diagnosis and Pharmacological Management of Microscopic Colitis in Geriatric Care. Drugs Aging 2024; 41:113-123. [PMID: 38231321 PMCID: PMC10869377 DOI: 10.1007/s40266-023-01094-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/28/2023] [Indexed: 01/18/2024]
Abstract
Microscopic colitis, a diagnosis under the umbrella term of inflammatory bowel disease, is a prevalent cause of watery diarrhea, often with symptoms of urgency and bloating, typically observed in older adults aged ≥ 60 years. Its incidence has been reported to exceed those of ulcerative colitis and Crohn's disease in some geographical areas. Although nonpathognomonic endoscopic abnormalities, including changes of the vascular mucosal pattern; mucosal erythema; edema; nodularity; or mucosal defects, e.g., "cat scratches" have been reported, a colonoscopy is typically macroscopically normal. As reliable biomarkers are unavailable, colonoscopy using random biopsies from various parts of the colon is compulsory. Based on the histological examination under a microscope, the disease is divided into collagenous (with a thickened subepithelial collagenous band) and lymphocytic (with intraepithelial lymphocytosis) colitis, although incomplete forms exist. In routine clinical settings, the disease has a high risk of being misdiagnosed as irritable bowel syndrome or even overlooked. Therefore, healthcare providers should be familiar with clinical features and rational management strategies. A 6-8-week oral budesonide treatment course (9 mg/day) is considered the first-line therapy, but patients often experience relapse when discontinued, or might become intolerant, dependent, or even fail to respond. Consequently, other therapeutic options (e.g., bismuth subsalicylate, biologics, loperamide, bile acid sequestrants, and thiopurines) recommended by available guidelines may be prescribed. Herein, clinically meaningful data is provided based on the latest evidence that may aid in reaching a diagnosis and establishing rational therapy in geriatric care to control symptoms and enhance the quality of life for those affected.
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Affiliation(s)
- Ole Haagen Nielsen
- Department of Gastroenterology D112, Herlev Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 1, 2730, Herlev, Denmark.
| | - Darrell S Pardi
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, USA
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Geng T, Lin D, Fu B, Wang H, Wan J. Meta-analysis of the efficacy of acupuncture in the treatment of low back fasciitis. Am J Transl Res 2023; 15:5486-5494. [PMID: 37692963 PMCID: PMC10492063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2023] [Accepted: 08/15/2023] [Indexed: 09/12/2023]
Abstract
BACKGROUND Acupuncture has unique advantages in the treatment of low back fasciitis and has been paid increasing attention. At present, many studies have summarized the efficacy of acupuncture and moxibustion in the treatment of low back fasciitis, but few have been summarized from the perspective of acupuncture alone. AIM To evaluate the clinical efficacy of acupuncture in the treatment of lumbodorsal fasciitis by meta-analysis. METHODS The randomized controlled trials (RCT) of acupuncture in the treatment of low back fasciitis were searched in Pubmed, Embase, and Cochrane Library from the data of establishment to July 2023. Two authors independently conducted document screening, data abstraction, and qualitative assessment. RevMan 5.3 software and Stata 17.0 software were used for data analysis. The quantitative data were represented by mean difference (MD). The qualitative data were represented by odds ratio (OR). RESULTS Finally, a total of 12 RCTs with a total sample size of 930 cases were included, of which 461 patients received simple acupuncture treatment (Group A) and 469 patients received non-simple acupuncture treatment (Group B). The results of the meta-analysis showed that: (1) Clinical total effective rate: The results of subgroup analysis showed that the clinical total effective rate of acupuncture was significantly higher than that of Western medicine [OR = 12.72, 95% CI (2.26, 71.78), P = 0.004]; the total effective rate of the traditional Chinese medicine therapy was significantly higher than that of acupuncture [OR = 0.35, 95% CI (0.19, 0.65), P < 0.001]. (2) Score of the visual analog scale (VAS) after treatment: There was no significant difference in VAS score between Group A and Group B after treatment [MD = -0.22, 95% CI (-1.56, 1.12), P = 0.75]. (3) Oswestry disability index after treatment: The results of subgroup analysis showed that the Oswestry disability index after treatment of acupuncture was significantly lower than that of Western medicine therapy [MD = -0.05, 95% CI (-0.10, -0.00), P = 0.04]; the Oswestry disability index of Chinese medicine therapy was significantly lower than that of acupuncture alone [WD = 0.10, 95% CI (0.05, 0.15), P < 0.001]. CONCLUSION In the treatment of low back fasciitis, simple acupuncture therapy is superior to Western medicine therapy in improving treatment efficiency and low back muscle dysfunction, but slightly inferior to other traditional Chinese medicine therapies. Due to the limited efficacy of acupuncture, it is recommended to combine other therapies to improve the efficacy. Due to the small number of RTCs included and the unclear evaluation of many bias risks, high-quality, large sample randomized controlled studies are still needed to prove it.
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Affiliation(s)
- Tao Geng
- Department of Psychosomatic Medicine, Guang’anmen Hospital, China Academy of Chinese Medical SciencesBeijing 100053, China
| | - Die Lin
- Department of Psychosomatic Medicine, Guang’anmen Hospital, China Academy of Chinese Medical SciencesBeijing 100053, China
| | - Benzhuo Fu
- Department of Sports, Qinhuangdao Vocational and Technical CollegeQinhuangdao 066102, Hebei, China
| | - Huan Wang
- Department of Health Care, Guang’anmen Hospital, China Academy of Chinese Medical SciencesBeijing 100053, China
| | - Jiajie Wan
- Department of Health Care, Guang’anmen Hospital, China Academy of Chinese Medical SciencesBeijing 100053, China
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Ma J, Huang J, Zou C, Wu Q, Xie J, Zhang X, Yang X, Yang S, Wu Z, Jiang Y, Yu S, Zhang X, Yang G, Li M. A Phase I Study to Evaluate the Safety, Tolerability, and Pharmacokinetics of Novel Intravenous Formulation of Meloxicam (QP001) in Healthy Chinese Subjects. Drug Des Devel Ther 2023; 17:2303-2313. [PMID: 37554228 PMCID: PMC10406176 DOI: 10.2147/dddt.s418730] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Accepted: 07/28/2023] [Indexed: 08/10/2023] Open
Abstract
BACKGROUND Meloxicam is a selective cyclooxygenase-2 inhibitor used for pain relief, but its poor solubility limits its clinical applications. QP001 is a novel intravenous formulation of meloxicam developed with PEG and pH regulator to improve its solubility. This study aimed to evaluate the safety, tolerability, and pharmacokinetics of QP001 in Chinese healthy subjects. METHODS The trial consisted of three parts. Part I was a two-period crossover study to evaluate bioavailability, in which 10 healthy were either intravenously infused with 15mg QP001 (test) or orally given 15mg MobicⓇ (reference). Part II was a single-arm design to assess the pharmacokinetic (PK) characteristics after 30 mg single- and multiple-dose QP001 in 10 subjects. In part III, we investigated the PKs and tolerability of QP001 at a high dose (60 mg) in another 10 subjects. The PK parameters and treatment-emergent adverse events (TEAEs) were evaluated. RESULTS A total of 30 subjects were enrolled in the study. QP001 was well tolerated and safe without significant TEAEs in all three study parts. The PK characteristics of QP001 were linear following a single-dose range of 15-60 mg (Cmax and AUC0-t were 5.82-17.66 μg/mL and 58.08-251.17 μg∙h/mL, respectively). After five consecutive daily 30 mg doses, the accumulation index was around 1.98, which indicated a minimal accumulation of QP001. Compared to the tablet dosage form, the relative bioavailability of QP001 reached 116.85%. Additionally, the PK profile of QP001 showed no gender difference. CONCLUSION QP001 was well tolerated in healthy Chinese subjects after single ascending doses up to 60 mg and multiple-dose of 30 mg. Based on the PK and safety results, QP001 is a promising once-daily intravenous COX-2 inhibitor candidate for managing pain. TRIAL REGISTRATION The trial is registered at chinadrugtrials.org.cn (ChiCTR2100047884).
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Affiliation(s)
- Junlong Ma
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
- Taihe Hospital, Hubei University of Medicine, Shiyan, Hubei, 442000, People's Republic of China
| | - Jie Huang
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Chan Zou
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Qian Wu
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Jinlian Xie
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Xingfei Zhang
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Xiaoyan Yang
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Shuang Yang
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Ziteng Wu
- Nanjing Delova Biotech Co., Ltd., Nanjing, Jiangsu, 210042, People’s Republic of China
| | - Yan Jiang
- Nanjing Delova Biotech Co., Ltd., Nanjing, Jiangsu, 210042, People’s Republic of China
| | - Sen Yu
- Nanjing Delova Biotech Co., Ltd., Nanjing, Jiangsu, 210042, People’s Republic of China
| | - Xuqing Zhang
- King-eagle Med Co., Ltd., Changsha, Hunan, 410013, People’s Republic of China
| | - Guoping Yang
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
- Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, Hunan, 410013, People’s Republic of China
| | - Mingyuan Li
- The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People’s Republic of China
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Raud B, Lanhers C, Crouzet C, Eschalier B, Bougeard F, Goldstein A, Pereira B, Coudeyre E. Identification of Responders to Balneotherapy among Adults over 60 Years of Age with Chronic Low Back Pain: A Pilot Study with Trajectory Model Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14669. [PMID: 36429387 PMCID: PMC9690151 DOI: 10.3390/ijerph192214669] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 10/28/2022] [Accepted: 11/04/2022] [Indexed: 06/16/2023]
Abstract
Balneotherapy may be a relevant treatment for chronic low back pain (LBP) in individuals > 60 years old. This pilot study aimed to determine the effectiveness of balneotherapy for chronic LBP in people > 60 years old and to determine profiles of responders with trajectory model analysis. This was a pilot prospective open cohort study, with repeated measurements using validated questionnaires; participants were their own controls. The primary endpoint was the proportion of participants with a change in pain intensity between the start of treatment and 3 months after treatment assessed with a numeric scale (NS) from 0 to 100 mm, with an effect size (ES) > 0.5. The assessments involved questionnaires that were self-administered on days (D) 1 and 21 and at months 3 and 6. The secondary objective was to determine the profile of responders to balneotherapy. We included 78 patients (69.2% women), mean age 68.3 ± 5.3 years. The mean pain score on the NS was 48.8 ± 19.9 at D1 and 39.1 ± 20.5 at 3 months (p < 0.001). The ES was 0.47 [95% confidence interval [CI] 0.25 to 0.69] for the whole sample; 36% (28/78) had an ES > 0.5; 23% (18/78) had a moderate ES (0 to 0.5); and 41% (32/78) had an ES of zero (14/78) or < 0 (18/78), corresponding to increased pain intensity. The pain trajectory model showed that the change in pain between D1 and D21 for trajectory A (larger reduction in pain intensity) was -50% [95% CI -60 to -27], and for trajectory B (smaller reduction in pain intensity), it was -13% [-33 to 0] (p < 0.001). Between Day 1 and month 3, the change for trajectory A was -33% [-54; 0] and for trajectory B was -13% [-40 to 0] (p = 0.14). Finally, between D1 and month 6, the change for trajectory A was -50% [-60 to 0] and for trajectory B was -6% [-33 to 17] (p = 0.007). The patients in trajectory A reported performing more physical activity than those in trajectory B (p = 0.04). They were also less disabled, with a mean Oswestry Disability Index of 40.4 versus 45.7 for those in trajectory A and B, respectively, (p = 0.03) and had a higher total Arthritis Self-Efficacy Scale score. This real-life study of the effectiveness of balneotherapy on chronic LBP identified distinct pain trajectories and predictive variables for responders. These criteria could be used in decision-making regarding the prescription of balneotherapy, to ensure personalized management of chronic LBP.
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Affiliation(s)
- Benjamin Raud
- Service de Médecine Physique et de Réadaptation, CHU Clermont-Ferrand, INRAE, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - Charlotte Lanhers
- Service de Médecine Physique et de Réadaptation, CHU Clermont-Ferrand, INRAE, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - Cindy Crouzet
- Département de Médecine Générale, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - Bénédicte Eschalier
- Département de Médecine Générale, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - François Bougeard
- Département de Médecine Générale, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
| | - Anna Goldstein
- Unité de Biostatistique, Délégation Recherche Clinique et Innovation, CHU Clermont-Ferrand, 63003 Clermont-Ferrand, France
| | - Bruno Pereira
- Unité de Biostatistique, Délégation Recherche Clinique et Innovation, CHU Clermont-Ferrand, 63003 Clermont-Ferrand, France
| | - Emmanuel Coudeyre
- Service de Médecine Physique et de Réadaptation, CHU Clermont-Ferrand, INRAE, Université Clermont Auvergne, F-63000 Clermont-Ferrand, France
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