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Guan J, Liu T, Gao G, Yang K, Liang H. Associations between lifestyle-related risk factors and back pain: a systematic review and meta-analysis of Mendelian randomization studies. BMC Musculoskelet Disord 2024; 25:612. [PMID: 39090551 PMCID: PMC11293147 DOI: 10.1186/s12891-024-07727-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 07/23/2024] [Indexed: 08/04/2024] Open
Abstract
BACKGROUND Mendelian randomization (MR) studies have an advantage over conventional observational studies when studying the causal effect of lifestyle-related risk factors on back pain. However, given the heterogeneous design of existing MR studies on back pain, the reported causal estimates of these effects remain equivocal, thus obscuring the true extent of the biological effects of back pain lifestyle-risk factors. PURPOSE The purpose of this study was to conduct a systematic review with multiple meta-analyses on the associations between various lifestyle factors and low back pain. METHODS We conducted a PRISMA systematic review and specifically included MR studies to investigate the associations between lifestyle factors-specifically, BMI, insomnia, smoking, alcohol consumption, and leisure sedentary behavior-and various back pain outcomes. Each meta-analysis synthesized data from three or more studies to assess the causal impact of these exposures on distinct back pain outcomes, including chronic pain, disability, and pain severity. Quality of studies was assessed according to STROBE-MR guidelines. RESULTS A total of 1576 studies were evaluated and 20 were included. Overall, the studies included were of high quality and had a low risk of bias. Our meta-analysis demonstrates the positive causal effect of BMI (OR IVW-random effects models: 1.18 [1.08-1.30]), insomnia(OR IVW-random effects models: 1.38 [1.10-1.74]), smoking(OR IVW-fixed effects models: 1.30 [1.23-1.36]), alcohol consumption(OR IVW-fixed effects models: 1.31 [1.21-1.42]) and leisure sedentary behaviors(OR IVW-random effects models: 1.52 [1.02-2.25]) on back pain. CONCLUSION In light of the disparate designs and causal effect estimates presented in numerous MR studies, our meta-analysis establishes a compelling argument that lifestyle-related risk factors such as BMI, insomnia, smoking, alcohol consumption, and leisure sedentary behaviors genuinely contribute to the biological development of back pain.
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Affiliation(s)
- Jianbin Guan
- Honghui-Hospital, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Tao Liu
- Honghui-Hospital, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Ge Gao
- Yan'an Medical University, Yan'an, 716099, China
| | - Kaitan Yang
- Honghui-Hospital, Xi'an Jiaotong University, Xi'an, 710054, China
- Trauma Rehabilitation Department, Honghui-Hospital, Xi'an Jiaotong University, Xi'an, 710054, China
| | - Haohao Liang
- Honghui-Hospital, Xi'an Jiaotong University, Xi'an, 710054, China.
- Trauma Rehabilitation Department, Honghui-Hospital, Xi'an Jiaotong University, Xi'an, 710054, China.
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Xu T, Jin F, Yu Y, He J, Yang R, Lv T, Yan Z. Association between waist circumference and chronic pain: insights from observational study and two-sample Mendelian randomization. Front Nutr 2024; 11:1415208. [PMID: 39131735 PMCID: PMC11310123 DOI: 10.3389/fnut.2024.1415208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 07/16/2024] [Indexed: 08/13/2024] Open
Abstract
Background Current research offers limited clarity on the correlation between waist circumference and chronic pain prevalence. Objective This investigation seeks to elucidate the potential relationship between waist circumference and chronic pain and their causal association. Methods An observational study was conducted, leveraging data from the National Health and Nutrition Examination Survey (NHANES) collected between 2001 and 2004. The multivariable logistic regression was used to assess the relationship between waist circumference and chronic pain. Furthermore, a meta-analysis of Mendelian Randomization (MR) was applied to explore a causal relationship between waist circumference and pain. Results The observational study, post multivariable adjustment, indicated that an increase in waist circumference by 1 dm (decimeter) correlates with a 14% elevation in chronic pain risk (Odds Ratio [OR] = 1.14, 95% Confidence Interval [CI]: 1.04-1.24, p = 0.01). Moreover, the meta-analysis of MR demonstrated that an increased waist circumference was associated with a genetic predisposition to pain risk (OR = 1.14, 95%CI: 1.06-1.23, p = 0.0007). Conclusion Observational analysis confirmed a significant relationship between increased waist circumference and the incidence of chronic pain, and results based on MR Study identified increased waist circumference as potentially causal for pain.
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Affiliation(s)
- Ting Xu
- Department of Anesthesiology, Traditional Chinese Medical Hospital of Zhuji, Zhuji, China
| | - Fan Jin
- Department of Anesthesiology, Zhuji People's Hospital, Shaoxing University, Zhuji, China
| | - Yeting Yu
- Department of Anesthesiology, Traditional Chinese Medical Hospital of Zhuji, Zhuji, China
| | - Jie He
- Department of Anesthesiology, Zhuji People's Hospital, Shaoxing University, Zhuji, China
| | - Ren Yang
- Department of Anesthesiology, Zhuji People's Hospital, Shaoxing University, Zhuji, China
| | - Tian Lv
- Department of Neurology, Zhuji People's Hospital, Shaoxing University, Zhuji, China
| | - Zhangjun Yan
- Department of Anesthesiology, Zhuji People's Hospital, Shaoxing University, Zhuji, China
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Cameron D, Harrison J, Tripathi S, Hill JE. Pain and diet: A summary of the evidence for the role of diet modification in chronic pain. Br J Pain 2024; 18:82-86. [PMID: 38344269 PMCID: PMC10851886 DOI: 10.1177/20494637231203856] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2024] Open
Abstract
Chronic pain constitutes a significant burden to patients and healthcare systems. For many patients, the only option is to attempt to manage their pain within their daily lives. Here, we review evidence provided by three systematic reviews for the effect of diet and diet supplements on patients' experience of chronic pain.
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Affiliation(s)
- David Cameron
- Lancashire Teaching Hospitals NHS Trust, Preston, UK
| | - Joanna Harrison
- Synthesis, Economic Evaluation and Decision Science Group (SEEDS), University of Central Lancashire, Preston, UK
| | | | - James Edward Hill
- Synthesis, Economic Evaluation and Decision Science Group (SEEDS), University of Central Lancashire, Preston, UK
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Marunica Karšaj J, Budišin V, Bajić Ž, Berković Šubić M, Grazio S. MODERATING EFFECT OF BODY HEIGHT ON THE ASSOCIATION OF BODY WEIGHT AND DISABILITY CAUSED BY NON SPECIFIC CHRONIC LOW BACK PAIN IN WOMEN AND MEN. Acta Clin Croat 2022; 61:636-646. [PMID: 37868189 PMCID: PMC10588392 DOI: 10.20471/acc.2022.61.04.10] [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: 05/14/2021] [Accepted: 06/04/2021] [Indexed: 10/24/2023] Open
Abstract
The aim of the study was testing the hypothesis that body height has a moderating effect on the association of weight and chronic low back pain (LBP) induced disability, and that this moderating effect is different in women and men. We performed a nested cross-sectional analysis using data collected at baseline in a prospective cohort study conducted in 2008-2009 at a special hospital for medical rehabilitation in Croatia. The outcome was the Roland-Morris Disability Questionnaire (RMDQ) score. The independent variable was body weight. The focal moderators were body height and sex. The moderation analysis was adjusted for seven sociodemographic and clinical covariates. We analyzed data on 72 patients with a median (interquartile range) age of 50 (43-55) years, 36 (50%) of whom were women, treated for nonspecific, chronic LBP. The interaction of sex, body weight and height was a significant predictor of the RMDQ score after adjustments for all covariates (increase of R2=0.13; p=0.001; false discovery rate <5%). In both sexes, the correlation between body weight and the RMDQ score was significantly moderated by body height but in opposite ways. In conclusion, the effects of body weight on physical disability are moderated by body height, but this moderation effect differs between women and men.
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Affiliation(s)
- Jelena Marunica Karšaj
- University Department of Rheumatology, Physical and Rehabilitation Medicine, Sestre milosrdnice University Hospital Center, Zagreb, Croatia
| | | | - Žarko Bajić
- Dr. Mirko Grmek Research Unit, Sveti Ivan Psychiatric Hospital, Zagreb, Croatia
| | - Mirjana Berković Šubić
- Zagreb County Health Center, Samobor, Croatia
- University of Applied Sciences, Moslavačka 13, Ivanić Grad, Croatia
| | - Simeon Grazio
- University Department of Rheumatology, Physical and Rehabilitation Medicine, Sestre milosrdnice University Hospital Center, Zagreb, Croatia
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Grech S, Borg JN, Cuschieri S. Back pain: An aftermath of Covid-19 pandemic? A Malta perspective. Musculoskeletal Care 2022; 20:145-150. [PMID: 34092018 PMCID: PMC8242888 DOI: 10.1002/msc.1574] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2021] [Revised: 05/24/2021] [Accepted: 05/27/2021] [Indexed: 04/29/2023]
Abstract
BACKGROUND Back pain is the commonest musculoskeletal complaint across the world. The Covid-19 pandemic led to mitigating measures including remote working that enhanced a sedentary lifestyle. The aim of this study was to investigate whether back pain complaints have increased from pre-Covid-19 to during the Covid-19 period among the adult population of Malta, while exploring the possible contributing factors. METHODS An online survey was distributed through social media targeting the adult population of Malta. Questions on sociodemographic data, occurrence of back pain pre-Covid-19 and since the onset of Covid-19 was gathered, along with changes in behavioural attitudes, daily routine and physical activity. Descriptive and multiple logistic regression analyses were performed. RESULTS Out of the 388 responders, 30% experienced chronic back pain pre-Covid-19, 49% experienced back pain since Covid-19, with the majority of the latter claiming that they never experienced back pain before Covid-19. Significant changes were present in daily routine and physical activity (PA) patterns. Indeed, continuously sitting down (OR: 15.53; p ≤ 0.01), no PA (OR: 4.22; p ≤ <0.01), once a week PA (OR: 5.74; p ≤ <0.01), two to three times PA a week (OR: 2.58; p = 0.05) and four to five PA a week (OR: 3.46; p = 0.02) were associated with experiencing new onset back pain since the onset of Covid-19, when adjusted for sex, age, education and employment status. CONCLUSION The pandemic has changed population behaviour resulting in an enhanced back pain occurrence. This is anticipated to impact the individual's disability adjusted life years as well as increase the burden on the economy and healthcare services. A designated multidisciplinary action plan is recommended to reduce back pain impact.
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Affiliation(s)
- Stephan Grech
- Department of Trauma and OrthopaedicsMater Dei HospitalMsidaMalta
| | - Joseph N. Borg
- Department of Trauma and OrthopaedicsMater Dei HospitalMsidaMalta
| | - Sarah Cuschieri
- Department of AnatomyFaculty of Medicine and SurgeryUniversity of MaltaMsidaMalta
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Multimorbidity and obesity in older adults from six low- and middle-income countries. Prev Med 2021; 153:106816. [PMID: 34599928 DOI: 10.1016/j.ypmed.2021.106816] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 09/17/2021] [Accepted: 09/26/2021] [Indexed: 12/15/2022]
Abstract
Prevalence of multimorbidity (i.e., ≥2 chronic conditions), chronic diseases, and obesity is increasing in low- and middle-income countries (LMICs), posing a potential threat to the health of older adults living in these areas. This study hence investigates the unexplored association between obesity and multimorbidity among older adults from LMICs. Cross-sectional, community-based data from the WHO Study on global Ageing and adult health (SAGE) were analysed. The sample consisted of 20,198 individuals aged ≥60 years [Mean age (SD) = 69.3 (13.1) years; 54.1% female] from China, India, Ghana, Mexico, Russia, South Africa. Twelve chronic conditions were assessed. Multivariable logistic regression was conducted to assess the association between BMI ≥ 30 kg/m2, high waist circumference (WC, cut-points > 102 cm for males and > 88 cm for females) and multimorbidity. After adjusting for potential confounders, overall, BMI ≥ 30 kg/m2 was associated with 1.43 (95%CI = 1.21-1.69) times higher odds for multimorbidity, while this estimate for high WC was 1.50 (95%CI = 1.21-1.86). Significant associations emerged between obesity measures and five out of twelve chronic conditions. Results from this study underline the need to reduce obesity among older adults in areas where its prevalence is increasing, as it is associated with increased odds for multimorbidity. Future longitudinal research in this setting is required to assess the impact of obesity reduction on multimorbidity incidence.
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Peiris WL, Cicuttini FM, Hussain SM, Estee MM, Romero L, Ranger TA, Fairley JL, McLean EC, Urquhart DM. Is adiposity associated with back and lower limb pain? A systematic review. PLoS One 2021; 16:e0256720. [PMID: 34520462 PMCID: PMC8439494 DOI: 10.1371/journal.pone.0256720] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2020] [Accepted: 07/27/2021] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Back and lower limb pain have a major impact on physical function and quality of life. While obesity is a modifiable risk factor for musculoskeletal pain, the role of adiposity is less clear. This systematic review aimed to examine the relationship between both adiposity and its distribution and back and lower limb pain. METHODS A systematic search of electronic databases was conducted to identify studies that examined the association between anthropometric and/or direct measures of adiposity and site specific musculoskeletal pain. Risk of bias was assessed and a best evidence synthesis was performed. RESULTS A total of 56 studies were identified which examined 4 pain regions, including the lower back (36 studies), hip (two studies), knee (13 studies) and foot (eight studies). 31(55%) studies were assessed as having low to moderate risk of bias. 17(30%) studies were cohort in design. The best evidence synthesis provided evidence of a relationship between central adiposity and low back and knee pain, but not hip or foot pain. There was also evidence of a longitudinal relationship between adiposity and the presence of back, knee and foot pain, as well as incident and increasing foot pain. CONCLUSIONS This systematic review provides evidence of an association between both body fat and its central distribution and low back and knee pain, and a longitudinal relationship between adiposity and back, knee and foot pain. These results highlight the potential for targeting adiposity in the development of novel treatments at these sites.
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Affiliation(s)
- Waruna L. Peiris
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Flavia M. Cicuttini
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Sultana Monira Hussain
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Mahnuma M. Estee
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Lorena Romero
- The Ian Potter Library, The Alfred Hospital, Melbourne, Victoria, Australia
| | - Tom A. Ranger
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Jessica L. Fairley
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Emily C. McLean
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Donna M. Urquhart
- Department Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Cugusi L, Manca A, Fishback E, Secci C, Bergamin M, Gobbo S, DI Blasio A, Montella A, Bandiera P, Deriu F. Low back pain prevalence and risk factors in Italian adolescent male soccer players: results from an online survey. J Sports Med Phys Fitness 2021; 62:1088-1094. [PMID: 34498823 DOI: 10.23736/s0022-4707.21.12696-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE The purpose of this retrospective survey was to analyse the prevalence of low back pain (LBP) among Italian adolescent soccer players, and to identify potential risk factors. METHODS Participants were requested to answer an online survey based on the standardized Nordic questionnaires for musculoskeletal symptoms. RESULTS Data were obtained from 204 male soccer players aged 14-17 years competing at the national and regional level. More than half of the players had experienced LBP in their lives. One-way ANOVA revealed that the players with LBP were taller, heavier and with a higher BMI (all p values<0.00001). When considering the playing position, ANOVA revealed that 14-15 years-old strikers displayed higher LBP scores than all other roles (all p values<0.05). Accordingly, strikers were exposed to a higher risk of LBP than midfielders (RR=1.48; 95%CI:1.10-2.01; p=0.01) and goalkeepers (RR=1.48; 95%CI:1.02-2.971; p=0.04), but not defenders (RR=1.23; 95%CI:0.93-1.63; p=0.15). Within the 14-15 age-class, strikers were, again, those most exposed to LBP risk (all p values<0.05). CONCLUSIONS Anthropometric and soccer-related features should be monitored to ensure early identification of potential risk factors for LBP. This information should be considered along with the specific playing position as strikers emerged as the roles most exposed to LBP risk.
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Affiliation(s)
- Lucia Cugusi
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy -
| | - Andrea Manca
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Ernest Fishback
- Bachelor Degree Course in Physiotherapy, University of Cagliari, Cagliari, Italy
| | - Claudio Secci
- Bachelor Degree Course in Physiotherapy, University of Cagliari, Cagliari, Italy
| | - Marco Bergamin
- Sport and Exercise Medicine Division, Department of Medicine, University of Padova, Padova, Italy
| | - Stefano Gobbo
- Sport and Exercise Medicine Division, Department of Medicine, University of Padova, Padova, Italy
| | - Andrea DI Blasio
- Endocrine Section, Department of Medicine and Sciences of Aging, G. d'Annunzio University of Chieti-Pescara, Chieti, Italy
| | - Andrea Montella
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Pasquale Bandiera
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
| | - Franca Deriu
- Department of Biomedical Sciences, University of Sassari, Sassari, Italy
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Hauser BM, Gupta S, Hoffman SE, Zaki MM, Roffler AA, Cote DJ, Lu Y, Chi JH, Groff MW, Khawaja AM, Smith TR, Zaidi HA. Adult sports-related traumatic spinal injuries: do different activities predispose to certain injuries? J Neurosurg Spine 2021:1-7. [PMID: 35354117 PMCID: PMC9751847 DOI: 10.3171/2021.1.spine201860] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Accepted: 01/05/2021] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Sports injuries are known to present a high risk of spinal trauma. The authors hypothesized that different sports predispose participants to different injuries and injury severities. METHODS The authors conducted a retrospective cohort analysis of adult patients who experienced a sports-related traumatic spinal injury (TSI), including spinal fractures and spinal cord injuries (SCIs), encoded within the National Trauma Data Bank from 2011 through 2014. Multiple imputation was used for missing data, and multivariable linear and logistic regression models were estimated. RESULTS The authors included 12,031 cases of TSI, which represented 15% of all sports-related trauma. The majority of patients with TSI were male (82%), and the median age was 48 years (interquartile range 32-57 years). The most frequent mechanisms of injury in this database were cycling injuries (81%), skiing and snowboarding accidents (12%), aquatic sports injuries (3%), and contact sports (3%). Spinal surgery was required during initial hospitalization for 9.1% of patients with TSI. Compared to non-TSI sports-related trauma, TSIs were associated with an average 2.3-day increase in length of stay (95% CI 2.1-2.4; p < 0.001) and discharge to or with rehabilitative services (adjusted OR 2.6, 95% CI 2.4-2.7; p < 0.001). Among sports injuries, TSIs were the cause of discharge to or with rehabilitative services in 32% of cases. SCI was present in 15% of cases with TSI. Within sports-related TSIs, the rate of SCI was 13% for cycling injuries compared to 41% and 49% for contact sports and aquatic sports injuries, respectively. Patients experiencing SCI had a longer length of stay (7.0 days longer; 95% CI 6.7-7.3) and a higher likelihood of adverse discharge disposition (adjusted OR 9.69, 95% CI 8.72-10.77) compared to patients with TSI but without SCI. CONCLUSIONS Of patients with sports-related trauma discharged to rehabilitation, one-third had TSIs. Cycling injuries were the most common cause, suggesting that policies to make cycling safer may reduce TSI.
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Affiliation(s)
- Blake M Hauser
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Saksham Gupta
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Samantha E Hoffman
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Mark M Zaki
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Anne A Roffler
- 3Division of Medical Sciences, Harvard Medical School, Boston, Massachusetts
| | - David J Cote
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Yi Lu
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - John H Chi
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Michael W Groff
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Ayaz M Khawaja
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
- 2Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston; and
| | - Timothy R Smith
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
| | - Hasan A Zaidi
- 1Computational Neuroscience Outcomes Center, Department of Neurosurgery, Harvard Medical School, Brigham and Women's Hospital
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