1
|
Estee MM, Wang Y, Heritier S, Urquhart DM, Cicuttini FM, Kotowicz MA, Anderson KB, Brennan-Olsen SL, Pasco JA, Wluka AE. Bone mineral density is not associated with incident high-intensity back pain: a 10-year cohort study in men. JBMR Plus 2024; 8:ziae076. [PMID: 38989260 PMCID: PMC11234898 DOI: 10.1093/jbmrpl/ziae076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 05/05/2024] [Accepted: 05/22/2024] [Indexed: 07/12/2024] Open
Abstract
Although patients believe that osteoporosis is a painful condition, health professionals assume it is painless unless a fracture occurs. The association between BMD and back pain has not been examined longitudinally in community-based adults in an unbiased population using gold-standard measures. This study aimed to examine the association between BMD and incident high-intensity back pain and/or high disability over 10 years in Australian men without high-intensity symptoms at baseline. Men with no high-intensity back pain and/or high disability attending the Geelong Osteoporosis Study at the 5-year visit (occurring between 2006-2010) (considered the baseline for the current study) were followed for 10 years (reassessed between 2016-2021). Back pain and disability were assessed using the Graded Chronic Pain Scale at both time points. At baseline, DXA was used to measure lumbar spine and total hip BMD and spinal artefacts. The relationships between BMD and incident high-intensity pain and/or high disability at follow-up were examined using binary logistic regression, adjusted for age, body mass index, depression, education, smoking, mobility, and spinal artefacts. A total of 679 participants had no to low-intensity pain and/or no to low disability at baseline. A total of 441 attended follow-up, providing back pain and disability data. Thirty-seven men developed high-intensity pain and/or high disability. No association of BMD at any site was seen with incident high-intensity pain and/or high disability. BMD was not associated with incident high-intensity pain or disability in community-based men. These data provide evidence to dispel the erroneous community-held belief that low BMD is related to back pain and disability.
Collapse
Affiliation(s)
- Mahnuma M Estee
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
| | - YuanYuan Wang
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
| | - Stephane Heritier
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
| | - Donna M Urquhart
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
| | - Flavia M Cicuttini
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
| | - Mark A Kotowicz
- Deakin University, IMPACT—Institute for Mental and Physical Health and Clinical Translation, Geelong, Victoria, 3220, Australia
- Department of Medicine–Western Health, The University of Melbourne, St Albans, Victoria, 3021, Australia
- University Hospital Geelong, Barwon Health, Geelong Victoria, 3220, Australia
| | - Kara B Anderson
- Deakin University, IMPACT—Institute for Mental and Physical Health and Clinical Translation, Geelong, Victoria, 3220, Australia
| | - Sharon L Brennan-Olsen
- Australian Institute for Musculoskeletal Sciences (AIMSS), Western Health and University of Melbourne, St Albans, Victoria, 3021, Australia
- Deakin University, School of Health and Social Development, Geelong, Victoria, 3220, Australia
| | - Julie A Pasco
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
- Deakin University, IMPACT—Institute for Mental and Physical Health and Clinical Translation, Geelong, Victoria, 3220, Australia
- Department of Medicine–Western Health, The University of Melbourne, St Albans, Victoria, 3021, Australia
| | - Anita E Wluka
- School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3004, Australia
| |
Collapse
|
2
|
Sima S, Chen X, Diwan AD. The association between inflammatory biomarkers and low back disorder: a systematic review and meta-analysis. Biomarkers 2024; 29:171-184. [PMID: 38578280 DOI: 10.1080/1354750x.2024.2339285] [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: 05/08/2023] [Accepted: 04/01/2024] [Indexed: 04/06/2024]
Abstract
INTRODUCTION Low back disorder (LBD) is a major cause of disability worldwide. Inflammation results in proliferation of cytokines or consequent degradation products (collectively known as inflammatory biomarkers) that activate pain pathways which can result in non-specific LBD. This systematic review and meta-analysis aim to evaluate the relationship between inflammatory biomarkers and clinical outcomes in patients with LBD. METHODS The PRISMA guideline was followed for the systematic reivew. Three online databases were searched. Four RCTs and sixteen observational studies with 1142 LBD patients were analysed. The primary outcomes were back and leg pain scores, back-specific disability scores and expression of inflammatory biomarkers. Standardized mean difference (SMD) and their 95% confidence intervals (CI) were evaluated. The Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach was used to summarize the strength of evidence. RESULTS Four RCTs and sixteen observational studies were included in the analysis of 1142 patients with LBD. There was a statistically significant reduction in back pain score and IL-1 beta and increase in the expression of CTX-1 and IL-10 levels post treatment. There was a significant relationship between increase in the expression of MCP- and reduction in the expression of hsCRP with increase in back pain. Significant relationship was also observed between increase in the expression of MCP-1 and reduction in the expression of IL-6 with increase in leg pain. Increase in the expression of IL-8 and reduction in the expression of hsCRP was also associated with increased disability score. CONCLUSION Inflammatory biomarkers play a significant role in the pathogenesis of LBD. CTX-1, IL-10 and IL-1 beta may be responsible for the decrease in back pain scores post treatment. There is a relationship between MCP-1, IL-6, IL-8 and hsCRP with clinical and functional assessments for LBD. Further studies will improve understanding of the pathogenesis of LBD and aid in targeted management strategies.
Collapse
Affiliation(s)
- Stone Sima
- Spine Labs, St George and Sutherland Clinical School, University of New South Wales, Randwick, New South Wales, Australia
| | - Xiaolong Chen
- Spine Labs, St George and Sutherland Clinical School, University of New South Wales, Randwick, New South Wales, Australia
- Department of Orthopaedic Surgery, Xuanwu Hospital, Capital Medical University, Beijing, China
| | - Ashish D Diwan
- Spine Labs, St George and Sutherland Clinical School, University of New South Wales, Randwick, New South Wales, Australia
- Spine Service, Department of Orthopaedic Surgery, St George and Sutherland Clinical School, University of New South Wales, Kogarah, New South Wales, Australia
| |
Collapse
|
3
|
Park SC, Kang MS, Yang JH, Kim TH. Assessment and nonsurgical management of low back pain: a narrative review. Korean J Intern Med 2023; 38:16-26. [PMID: 36420562 PMCID: PMC9816685 DOI: 10.3904/kjim.2022.250] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 10/26/2022] [Indexed: 11/25/2022] Open
Abstract
Low back pain (LBP) is a common condition that affects people of all ages and income levels worldwide. The etiology of LBP may be mechanical, neuropathic, systemic, referred visceral, or secondary to other causes. Despite numerous studies, the diagnosis and management of LBP remain challenging due to the complex biomechanics of the spine and confounding factors, such as trivial degenerative imaging findings irrelevant to symptoms and psychological and emotional factors. However, it is imperative to identify the crucial signs ("red flags") indicating a serious underlying condition. While many recent guidelines emphasize non-pharmacologic management approaches, such as education, reassurance, and physical and psychological care, as the first option, LBP patients in many countries, including South Korea, are prescribed medications. Multidisciplinary rehabilitation combined with prudent use of medications is required in patients unresponsive to first-line therapy. The development of practical guidelines apposite for South Korea is needed with multidisciplinary discussion.
Collapse
Affiliation(s)
- Sung Cheol Park
- Department of Orthopedic Surgery, Korea University Anam Hospital, Seoul,
Korea
| | - Min-Seok Kang
- Department of Orthopedic Surgery, Korea University Anam Hospital, Seoul,
Korea
| | - Jae Hyuk Yang
- Department of Orthopedic Surgery, Korea University Anam Hospital, Seoul,
Korea
| | - Tae-Hoon Kim
- Department of Orthopedic Surgery, Konkuk University Medical Center, Konkuk University School of Medicine, Seoul,
Korea
| |
Collapse
|
4
|
Heuch I, Heuch I, Hagen K, Storheim K, Zwart JA. Does the risk of chronic low back pain depend on age at menarche or menopause? A population-based cross-sectional and cohort study: the Trøndelag Health Study. BMJ Open 2022; 12:e055118. [PMID: 35210341 PMCID: PMC8883263 DOI: 10.1136/bmjopen-2021-055118] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
OBJECTIVE In most population-based studies of low back pain (LBP), women have a higher risk than men, possibly reflecting hormonal influences. The aim of this study was to explore associations between age at menarche and menopause and risk of chronic LBP. DESIGN Population-based cross-sectional and cohort study designs. SETTING The HUNT2 and HUNT3 medical surveys of the entire population of Nord-Trøndelag County in Norway. MAIN OUTCOME MEASURE Prevalence or risk of chronic LBP, defined as LBP persisting at least 3 months continuously during last year. PARTICIPANTS Associations between age at menarche and prevalence of chronic LBP were examined in cross-sectional data from HUNT2, comprising 27 697 women aged 20-69 years, with 7300 women reporting LBP. The corresponding cohort data included 11 659 women without LBP at baseline in HUNT2, with 2353 women reporting LBP at follow-up 11 years later in HUNT3. Cross-sectional data on age at menopause or premenopausal status included 11 332 women aged 40-69 years, with 3439 women reporting chronic LBP. Corresponding cohort data included 7893 women without LBP at baseline, of whom 1100 developed LBP. METHODS Associations between age at menarche or menopause and risk of chronic LBP were examined by generalised linear modelling. RESULTS A U-shaped association was indicated between age at menarche and risk of chronic LBP, both in the cross-sectional and cohort studies. Age at menarche ≤11 years was associated with an increased risk of chronic LBP, with a relative risk of 1.32 (95% CI 1.15 to 1.52), compared with age 14 years at menarche, after relevant adjustments. Corresponding cross-sectional crude absolute risks were 32% and 25%, respectively. No association was established between age at menopause and risk of LBP. Being premenopausal had no influence on risk. CONCLUSIONS In contrast to results for age at menopause, the association with age at menarche suggests that hormonal factors affect the risk of LBP.
Collapse
Affiliation(s)
- Ingrid Heuch
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
| | - Ivar Heuch
- Department of Mathematics, University of Bergen, Bergen, Norway
| | - Knut Hagen
- Department of Neuromedicine and Movement Science, Norwegian University of Science and Technology, Trondheim, Norway
- Clinical Research Unit Central Norway, St Olavs University Hospital, Trondheim, Norway
| | - Kjersti Storheim
- Research and Communication Unit for Musculoskeletal Health (FORMI), Oslo University Hospital, Oslo, Norway
- Department of Physiotherapy, Faculty of Health Sciences, Oslo Metropolitan University, Oslo, Norway
| | - John-Anker Zwart
- Department of Research, Innovation and Education, Division of Clinical Neuroscience, Oslo University Hospital, Oslo, Norway
- Division of Clinical Neuroscience, Faculty of Medicine, University of Oslo, Oslo, Norway
| |
Collapse
|
5
|
Uehara M, Ikegami S, Horiuchi H, Takahashi J, Kato H. Prevalence and Related Factors of Low Back Pain in the General Elderly Population: A Japanese Cross-Sectional Study Randomly Sampled from a Basic Resident Registry. J Clin Med 2021; 10:jcm10184213. [PMID: 34575324 PMCID: PMC8467105 DOI: 10.3390/jcm10184213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Revised: 08/13/2021] [Accepted: 09/16/2021] [Indexed: 11/16/2022] Open
Abstract
Low back pain (LBP) is one of the main etiologies of disability in daily life. In the face of LBP increases in super-aged societies, there are serious concerns of escalating medical costs and deteriorations in the social economy. It is therefore important to identify the factors associated with LBP for prompt preventative and therapeutic measures. This study investigated the prevalence of LBP and the impact of subject-specific factors on LBP development in Japanese community-dwelling older adults. We established eight groups based on age (50's, 60's, 70's, and 80's) and gender after random sampling from a resident registry. A total of 411 participants (201 male and 210 female) were enrolled for a whole-spine lateral radiographic examination and dual-energy X-ray absorptiometry. All subjects were evaluated for the presence and degree of LBP. We analyzed the impact of clinical factors on LBP using multivariate analysis. Fifty-three (12.9%) participants (23 (11.4%) male and 30 (14.3%) female) were found to have LBP. The prevalence of LBP tended to increase with age, and similar results were found between genders. In univariate analysis, the subject-related factors of the sagittal vertebral axis, pelvic incidence minus lumbar lordosis (PI-LL) mismatch, and aging had significant associations with LBP. PI-LL mismatch was a significant independent factor in multivariate analysis. In conclusion, this study identified LBP prevalence and subject-specific factors on a general population basis. Multivariate analysis revealed PI-LL mismatch as an independent factor associated with LBP in the healthy community-dwelling elderly.
Collapse
Affiliation(s)
- Masashi Uehara
- Department of Orthopaedic Surgery, Shinshu University School of Medicine, Nagano 390-8621, Japan; (S.I.); (J.T.); (H.K.)
- Correspondence: ; Tel.: +81-263-37-2659
| | - Shota Ikegami
- Department of Orthopaedic Surgery, Shinshu University School of Medicine, Nagano 390-8621, Japan; (S.I.); (J.T.); (H.K.)
| | - Hiroshi Horiuchi
- Rehabilitation Center, Shinshu University Hospital, Nagano 390-8621, Japan;
| | - Jun Takahashi
- Department of Orthopaedic Surgery, Shinshu University School of Medicine, Nagano 390-8621, Japan; (S.I.); (J.T.); (H.K.)
| | - Hiroyuki Kato
- Department of Orthopaedic Surgery, Shinshu University School of Medicine, Nagano 390-8621, Japan; (S.I.); (J.T.); (H.K.)
| |
Collapse
|
6
|
Kague E, Turci F, Newman E, Yang Y, Brown KR, Aglan MS, Otaify GA, Temtamy SA, Ruiz-Perez VL, Cross S, Royall CP, Witten PE, Hammond CL. 3D assessment of intervertebral disc degeneration in zebrafish identifies changes in bone density that prime disc disease. Bone Res 2021; 9:39. [PMID: 34465741 PMCID: PMC8408153 DOI: 10.1038/s41413-021-00156-y] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Revised: 03/22/2021] [Accepted: 05/07/2021] [Indexed: 02/07/2023] Open
Abstract
Back pain is a common condition with a high social impact and represents a global health burden. Intervertebral disc disease (IVDD) is one of the major causes of back pain; no therapeutics are currently available to reverse this disease. The impact of bone mineral density (BMD) on IVDD has been controversial, with some studies suggesting osteoporosis as causative for IVDD and others suggesting it as protective for IVDD. Functional studies to evaluate the influence of genetic components of BMD in IVDD could highlight opportunities for drug development and repurposing. By taking a holistic 3D approach, we established an aging zebrafish model for spontaneous IVDD. Increased BMD in aging, detected by automated computational analysis, is caused by bone deformities at the endplates. However, aged zebrafish spines showed changes in bone morphology, microstructure, mineral heterogeneity, and increased fragility that resembled osteoporosis. Elements of the discs recapitulated IVDD symptoms found in humans: the intervertebral ligament (equivalent to the annulus fibrosus) showed disorganized collagen fibers and herniation, while the disc center (nucleus pulposus equivalent) showed dehydration and cellular abnormalities. We manipulated BMD in young zebrafish by mutating sp7 and cathepsin K, leading to low and high BMD, respectively. Remarkably, we detected IVDD in both groups, demonstrating that low BMD does not protect against IVDD, and we found a strong correlation between high BMD and IVDD. Deep learning was applied to high-resolution synchrotron µCT image data to analyze osteocyte 3D lacunar distribution and morphology, revealing a role of sp7 in controlling the osteocyte lacunar 3D profile. Our findings suggest potential avenues through which bone quality can be targeted to identify beneficial therapeutics for IVDD.
Collapse
Affiliation(s)
- Erika Kague
- grid.5337.20000 0004 1936 7603School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences, University of Bristol, Bristol, UK
| | - Francesco Turci
- grid.5337.20000 0004 1936 7603School of Physics, HH Wills Physics Laboratory, University of Bristol, Bristol, UK
| | - Elis Newman
- grid.5337.20000 0004 1936 7603School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences, University of Bristol, Bristol, UK
| | - Yushi Yang
- grid.5337.20000 0004 1936 7603School of Physics, HH Wills Physics Laboratory, University of Bristol, Bristol, UK ,grid.5337.20000 0004 1936 7603Centre for Nanoscience and Quantum Information, University of Bristol, Bristol, UK ,grid.5337.20000 0004 1936 7603Bristol Centre for Functional Nanomaterials, University of Bristol, Bristol, UK
| | - Kate Robson Brown
- grid.5337.20000 0004 1936 7603Department of Anthropology and Archaeology, University of Bristol, Bristol, UK ,grid.5337.20000 0004 1936 7603Department of Mechanical Engineering, University of Bristol, Bristol, UK
| | - Mona S. Aglan
- grid.419725.c0000 0001 2151 8157Clinical Genetics Department, Human Genetics and Genome Research Division, Center of Excellence for Human Genetics, National Research Centre, Cairo, Egypt
| | - Ghada A. Otaify
- grid.419725.c0000 0001 2151 8157Clinical Genetics Department, Human Genetics and Genome Research Division, Center of Excellence for Human Genetics, National Research Centre, Cairo, Egypt
| | - Samia A. Temtamy
- grid.419725.c0000 0001 2151 8157Clinical Genetics Department, Human Genetics and Genome Research Division, Center of Excellence for Human Genetics, National Research Centre, Cairo, Egypt
| | - Victor L. Ruiz-Perez
- grid.413448.e0000 0000 9314 1427Instituto de Investigaciones, Biomedicas de Madrid, and Ciber de Enfermedades Raras (CIBERER), Madrid, Spain
| | - Stephen Cross
- grid.5337.20000 0004 1936 7603Wolfson Bioimaging Facility, Biomedical Sciences, University of Bristol, Bristol, UK
| | - C. Patrick Royall
- grid.5337.20000 0004 1936 7603School of Physics, HH Wills Physics Laboratory, University of Bristol, Bristol, UK ,grid.5337.20000 0004 1936 7603School of Chemistry, University of Bristol, Bristol, UK
| | - P. Eckhard Witten
- grid.5342.00000 0001 2069 7798Evolutionary Developmental Biology, Department of Biology, Ghent University, Ghent, Belgium
| | - Chrissy L. Hammond
- grid.5337.20000 0004 1936 7603School of Physiology, Pharmacology and Neuroscience, Biomedical Sciences, University of Bristol, Bristol, UK
| |
Collapse
|
7
|
de Clauser L, Santana-Varela S, Wood JN, Sikandar S. Physiologic osteoclasts are not sufficient to induce skeletal pain in mice. Eur J Pain 2020; 25:199-212. [PMID: 32955748 PMCID: PMC8436750 DOI: 10.1002/ejp.1662] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 08/21/2020] [Accepted: 09/13/2020] [Indexed: 12/18/2022]
Abstract
Background Increased bone resorption is driven by augmented osteoclast activity in pathological states of the bone, including osteoporosis, fracture and metastatic bone cancer. Pain is a frequent co‐morbidity in bone pathologies and adequate pain management is necessary for symptomatic relief. Bone cancer is associated with severe skeletal pain and dysregulated bone remodelling, while increased osteoclast activity and bone pain are also observed in osteoporosis and during fracture repair. However, the effects of altered osteoclast activity and bone resorption on nociceptive processing of bone afferents remain unclear. Methods This study investigates whether physiologic osteoclasts and resulting changes in bone resorption can induce skeletal pain. We first assessed correlation between changes in bone microarchitecture (through µCT) and skeletal pain using standardized behavioural phenotyping assays in a mouse model of metastatic bone cancer. We then investigated whether increased activity of physiologic osteoclasts, and the associated bone resorption, is sufficient to induce skeletal pain using mouse models of localized and widespread bone resorption following administration of exogenous receptor activator of nuclear factor kappa‐B ligand (RANKL). Results Our data demonstrates that mice with bone cancer exhibit progressive pain behaviours that correlate with increased bone resorption at the tumour site. Systemic RANKL injections enhance osteoclast activity and associated bone resorption, without producing any changes in motor function or pain behaviours at both early and late timepoints. Conclusion These findings suggest that activation of homeostatic osteoclasts alone is not sufficient to induce skeletal pain in mice. Significance statement The role of osteoclasts in peripheral sensitization of sensory neurones is not fully understood. This study reports on the direct link between oestrogen‐independent osteoclast activation and skeletal pain. Administration of exogenous receptor activator of nuclear factor kappa‐B ligand (RANKL) increases bone resorption, but does not produce pro‐nociceptive changes in behavioural pain thresholds. Our data demonstrates that physiologic osteoclasts are not essential for skeletal pain behaviours.
Collapse
Affiliation(s)
- Larissa de Clauser
- Molecular Nociception Group, Wolfson Institute for Biomedical Research, University College London, London, UK.,Wolfson Centre for Age-Related Diseases, Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King's College London, London, UK
| | - Sonia Santana-Varela
- Molecular Nociception Group, Wolfson Institute for Biomedical Research, University College London, London, UK
| | - John N Wood
- Molecular Nociception Group, Wolfson Institute for Biomedical Research, University College London, London, UK
| | - Shafaq Sikandar
- Molecular Nociception Group, Wolfson Institute for Biomedical Research, University College London, London, UK.,William Harvey Research Institute, Barts and the London School of Medicine & Dentistry, Mary University of London, London, UK
| |
Collapse
|
8
|
Mukasa D, Sung J. A prediction model of low back pain risk: a population based cohort study in Korea. Korean J Pain 2020; 33:153-165. [PMID: 32235016 PMCID: PMC7136293 DOI: 10.3344/kjp.2020.33.2.153] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2019] [Revised: 12/19/2019] [Accepted: 01/01/2020] [Indexed: 12/27/2022] Open
Abstract
Background Well-validated risk prediction models help to identify individuals at high risk of diseases and suggest preventive measures. A recent systematic review reported lack of validated prediction models for low back pain (LBP). We aimed to develop prediction models to estimate the 8-year risk of developing LBP and its recurrence. Methods A population based prospective cohort study using data from 435,968 participants in the National Health Insurance Service–National Sample Cohort enrolled from 2002 to 2010. We used Cox proportional hazards models. Results During median follow-up period of 8.4 years, there were 143,396 (32.9%) first onset LBP cases. The prediction model of first onset consisted of age, sex, income grade, alcohol consumption, physical exercise, body mass index (BMI), total cholesterol, blood pressure, and medical history of diseases. The model of 5-year recurrence risk was comprised of age, sex, income grade, BMI, length of prescription, and medical history of diseases. The Harrell’s C-statistic was 0.812 (95% confidence interval [CI], 0.804-0.820) and 0.916 (95% CI, 0.907-0.924) in validation cohorts of LBP onset and recurrence models, respectively. Age, disc degeneration, and sex conferred the highest risk points for onset, whereas age, spondylolisthesis, and disc degeneration conferred the highest risk for recurrence. Conclusions LBP risk prediction models and simplified risk scores have been developed and validated using data from general medical practice. This study also offers an opportunity for external validation and updating of the models by incorporating other risk predictors in other settings, especially in this era of precision medicine.
Collapse
Affiliation(s)
- David Mukasa
- Complex Diseases & Genome Epidemiology Branch, Division of Epidemiology, School of Public Health, Seoul National University, Seoul, Korea
| | - Joohon Sung
- Complex Diseases & Genome Epidemiology Branch, Division of Epidemiology, School of Public Health, Seoul National University, Seoul, Korea.,Department of Epidemiology, School of Public Health and Institute of Health and Environment, Seoul National University, Seoul, Korea
| |
Collapse
|
9
|
Wáng YXJ, Wáng JQ, Káplár Z. Increased low back pain prevalence in females than in males after menopause age: evidences based on synthetic literature review. Quant Imaging Med Surg 2016; 6:199-206. [PMID: 27190772 DOI: 10.21037/qims.2016.04.06] [Citation(s) in RCA: 134] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
Abstract
Female sex hormones play an important role in the etiology and pathophysiology of a variety of musculoskeletal degenerative diseases. Postmenopausal women show accelerated disc degeneration due to relative estrogen deficiency. This literature review aims to validate or falsify this hypothesis, i.e., while overall females have higher prevalence of low back pain (LBP) across all age groups, this male vs. female difference in LBP prevalence further increases after female menopause age. The literature search was performed on PubMed on January 2, 2016. The search word combination was (low back pain) AND prevalence AND [(males OR men) AND (females OR women)]. The following criteria were taken to include the papers for synthetic analysis: (I) only English primary literatures on nonspecific pain; (II) only prospective studies on general population, but not population with occupational LBP causes, of both males and female subjects studied using the same LBP criterion, ages-specific information available, and males and female subjects were age-matched; (III) studies without major quality flaws. In total 98 studies with 772,927 subjects were analyzed. According to the information in the literature, participant subjects were divided into four age groups: (I) school age children group: 6-19 years; (II) young and middle aged group: 20-50 years; (III) mixed age group: data from studies did not differentiate age groups; (IV) elderly group: ≥50 years old. When individual studies were not weighted by participant number and each individual study is represented as one entry regardless of their sample size, the median LBP prevalence ratio of female vs. males was 1.310, 1.140, 1.220, and 1.270 respectively for the four age groups. When individual studies were weighted by participant number, the LBP prevalence ratio of female vs. males was 1.360, 1.127, 1.185, and 1.280 respectively for the four groups. The higher LBP prevalence in school age girls than in school age boys is likely due to psychological factors, female hormone fluctuation, and menstruation. Compared with young and middle aged subjects, a further increased LBP prevalence in females than in males was noted after menopause age.
Collapse
Affiliation(s)
- Yì Xiáng J Wáng
- Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Jùn-Qīng Wáng
- Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| | - Zoltán Káplár
- Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, Hong Kong SAR, China
| |
Collapse
|
10
|
Munch T, Harrison SL, Barrett-Connor E, Lane NE, Nevitt MC, Schousboe JT, Stefanick M, Cawthon PM. Pain and falls and fractures in community-dwelling older men. Age Ageing 2015; 44:973-9. [PMID: 26396181 DOI: 10.1093/ageing/afv125] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 07/13/2015] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Pain may reduce stability and increase falls and subsequent fractures in older men. OBJECTIVES To examine the association between joint pain and any pain with falls, hip and non-spine fractures in older community-dwelling men. DESIGN A cohort study. SETTING AND PARTICIPANTS Analyses included 5,993 community-dwelling men aged ≥65 years from the MrOS cohort. MEASUREMENTS Pain at hip, knee and elsewhere (any) was assessed by self-report. Men reported falls via questionnaires mailed 3× per year during the year following the baseline visit. Fractures were verified centrally. Mean follow-up time for fractures was 9.7 (SD 3.1) years. Logistic regression models estimated likelihood of falls and proportional hazards models estimated risk of fractures. Models were adjusted for age, BMI, race, smoking, alcohol use, medications use, co-morbidities and arthritis; fracture models additionally adjusted for bone mineral density. RESULTS One quarter (25%, n = 1,519) reported ≥1 fall; 710 reported ≥2 falls in the year after baseline. In multivariate models, baseline pain at hip, knee or any pain increased likelihood of ≥1 fall and ≥2 falls over the following year. For example, knee pain increased likelihood of ≥1 fall (odds ratio, OR 1.44; 95% confidence interval, CI 1.25-1.65) and ≥2 falls (OR 1.75; 95% CI 1.46-2.10). During follow-up, 936 (15.6%) men suffered a non-spine fracture (n = 217, 3.6% hip). In multivariate models, baseline pain was not associated with incident hip or non-spine fractures. CONCLUSIONS Any pain, knee pain and hip pain were each strong independent risk factors for falls in older men. Increased risk of falls did not translate into an increased risk of fractures.
Collapse
Affiliation(s)
- Troels Munch
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus 8200, Denmark California Pacific Medical Center Research Institute, San Francisco, CA, USA
| | | | | | - Nancy E Lane
- Internal Medicine, University of California, Davis, Davis, CA, USA
| | | | - John T Schousboe
- Park Nicollet Institute for Research and Education, St Louis Park, MN, USA
| | - Marcia Stefanick
- Department of Medicine, Stanford University, Stanford Prevention Research Center, Palo Alto, CA, USA
| | - Peggy M Cawthon
- California Pacific Medical Center Research Institute, San Francisco, CA, USA
| |
Collapse
|
11
|
|