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Sebastiani C, Wong JYX, Litt A, Loewen J, Reece K, Conlin N, Dunand T, Montero Odasso M, D'Amore C, Saunders S, Beauchamp M. Mapping sex and gender differences in falls among older adults: A scoping review. J Am Geriatr Soc 2024; 72:903-915. [PMID: 38147460 DOI: 10.1111/jgs.18730] [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: 04/26/2023] [Revised: 11/02/2023] [Accepted: 11/19/2023] [Indexed: 12/28/2023]
Abstract
BACKGROUND There is growing recognition of the importance of sex and gender differences within falls literature, but the characterization of such literature is uncertain. The aim of this scoping review was to (1) map the nature and extent of falls literature examining sex or gender differences among older adults, and (2) identify gaps and opportunities for further research and practice. METHODS We used a scoping review methodology. Eligible studies included participants with a mean age of ≥ 60 years and study aims specifying falls and either sex or gender concepts. MEDLINE, Embase, CINAHL, Ageline, and Psychinfo databases were searched from inception to March 2, 2022. Records were screened and charted by six independent reviewers. Descriptive and narrative reports were generated. RESULTS A total of 15,266 records were screened and 74 studies were included. Most studies reported on sex and gender differences in fall risk factors (n = 52, 70%), incidence/prevalence (n = 26, 35%), fall consequences (n = 22, 30%), and fall characteristics (n = 15, 20%). The majority of studies (n = 70, 95%) found significant sex or gender differences in relation to falls, with 39 (53%) identifying significant sex differences and 31 (42%) identifying significant gender differences. However, only three (4%) studies defined sex or gender concepts and only nine (12%) studies used sex or gender terms appropriately. Fifty-six (76%) studies had more female participants than males. Four (5%) were intervention studies. Studies did not report falls in line with guidelines nor use common fall definitions. CONCLUSION Sex and gender differences are commonly reported in falls literature. It is critical for future research to use sex and gender terms appropriately and include similar sample sizes across all genders and sexes. In addition, there is a need to examine more gender-diverse populations and to develop interventions to prevent falls that address sex and gender differences among older adults.
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Affiliation(s)
- Crista Sebastiani
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Jamie Yee Xin Wong
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Amandeep Litt
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Julia Loewen
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Karly Reece
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Nicole Conlin
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Tessa Dunand
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Manuel Montero Odasso
- Schulich School of Medicine and Dentistry, Department of Medicine, Western University, London, Ontario, Canada
| | - Cassandra D'Amore
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Stephanie Saunders
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
| | - Marla Beauchamp
- School of Rehabilitation Science, McMaster University, Hamilton, Ontario, Canada
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Heidel MMM, Robinovitch SN, Yang Y. Association Between Falls, Head Impacts, and Mortality Among Older Adults in Long-Term Care. J Am Med Dir Assoc 2023; 24:1990-1995.e1. [PMID: 37690460 DOI: 10.1016/j.jamda.2023.08.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 06/21/2023] [Accepted: 08/03/2023] [Indexed: 09/12/2023]
Abstract
OBJECTIVES Residents in long-term care (LTC) are at high risk for falls, and falls in LTC often result in impact to the head, with clinical consequences that may be challenging to detect. We examined whether the survival of LTC residents associates with falls and fall-related head impacts. DESIGN Prospective cohort study. SETTING AND PARTICIPANTS This study was conducted in 2 Vancouver-area LTC homes where falls were captured on video from surveillance cameras. A total of 232 participants (133 females, 99 males) experienced at least 1 fall captured on video, among whom 84% (n = 194) died between January 2011 and January 2020. The mean age at death was 86.5 (SD = 8.5) years, and the mean survival time after enrollment to this study was 3.8 (SD = 2.1) years. METHODS Univariable and multivariable models were used to determine how survival time depended on the rate of falls (falls per 365 days), the percentage of falls on video involving head impact, sex, age at death, and baseline physical and cognitive status. RESULTS On average, participants experienced 6.2 (SD = 7.0) falls per 365 days, and 36.9% (SD = 36.3) of video-captured falls resulted in head impact. In multivariable analyses, an increase of 1 fall per 365 days resulted in a 4.2% higher risk of death [hazard ratio (HR) = 1.042, 95% CI 1.023-1.062, P < .001]. A 1% increase in falls involving head impact resulted in an 0.5% higher risk of death (HR 1.005, 95% CI 1.001-1.010, P = .015). Participants who experienced head impact in all video-captured falls had a 50% higher risk for death than those who always avoided head impact. CONCLUSIONS AND IMPLICATIONS Survival in LTC is associated with the rate of falls and percentage of falls involving head impact. Improved efforts are required to prevent falls in LTC, and reduce the frequency and consequences of head impacts during falls (eg, through compliant flooring).
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Affiliation(s)
- Mackenzie M M Heidel
- Injury Prevention and Mobility Lab, Simon Fraser University, Burnaby, BC, Canada
| | | | - Yijian Yang
- Department of Sports Science and Physical Education, The Chinese University of Hong Kong, Hong Kong, China; CUHK Jockey Club Institute of Ageing, The Chinese University of Hong Kong, Hong Kong, China.
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Tan PJ, Ginting ML, Lim ZZB, Balachandar N, Sultana R, Kadir MM, Xu T, Ismail NH, Yap JKY, Wong SF, Yoong J, Matchar DB, Hill K, Wong CH. Pragmatic multicentre stepped-wedge cluster randomised trial to investigate the effectiveness of community-based falls prevention programme for older adults with falls risk in Singapore: a protocol paper. BMJ Open 2023; 13:e072029. [PMID: 37263684 DOI: 10.1136/bmjopen-2023-072029] [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] [Indexed: 06/03/2023] Open
Abstract
INTRODUCTION Falls are an important public health issue with consequences that include injuries, quality of life reduction and high healthcare costs. Studies show that falls prevention strategies are effective in reducing falls rate among community-dwelling older adults. However, the evaluation for effectiveness was usually done in a controlled setting with homogeneous population, and thus may not be generalisable to a wider population. This study aims to evaluate the impact of community falls prevention programmes with group-based strength and balance exercises, on falls risk and health outcomes for older adults with falls risk in Singapore. METHODS AND ANALYSIS This is a pragmatic closed cohort stepped-wedge cluster randomised trial design study, which involves sequential crossover of clusters from the waitlist control condition to the intervention condition, with the sequence of crossover randomly determined. The intervention will be sequentially rolled out to 12 clusters (a minimum of 5 participants/cluster), over 6 time periods with 8-week intervals in Central and North regions of Singapore. The primary analysis will be conducted under the intention-to-treat principle. A general linear mixed model or generalised estimating equation analysis appropriate for a multilevel longitudinal study incorporating an appropriate error distribution and link function will be used. Markov model will be developed to estimate the incremental cost per quality-adjusted life years and incremental cost per fall prevented from the implementation of falls prevention strategies from a societal perspective. Conditional on there being clinically relevant differences in short-term outcomes, we will implement simulation modelling to project the long-term divergence in trajectories for outcomes and costs using the Markov model. ETHICS AND DISSEMINATION Ethics approval has been obtained. Results will be disseminated in publications and other relevant platforms. TRIAL REGISTRATION NUMBER NCT04788251.
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Affiliation(s)
- Pey June Tan
- Geriatric Education and Research Institute, Singapore
| | | | | | | | - Rehena Sultana
- Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore
| | | | - Tianma Xu
- Health and Social Sciences Cluster, Singapore Institute of Technology, Singapore
| | - Noor Hafizah Ismail
- Department of Continuing and Community Care, Tan Tock Seng Hospital, Singapore
| | - Joyce Kwee Yong Yap
- Department of Continuing and Community Care, Tan Tock Seng Hospital, Singapore
| | - Sweet Fun Wong
- Population Health & Community Transformation, Khoo Teck Puat Hospital, Singapore
| | - Joanne Yoong
- Center for Economic and Social Research, University of Southern California, Los Angeles, California, USA
- Research for Impact, Singapore
| | | | - Keith Hill
- Rehabilitation Aging and Independent Living (RAIL) Research Centre, School of Primary and Allied Health Care, Monash University, Melbourne, Victoria, Australia
| | - Chek Hooi Wong
- Geriatric Education and Research Institute, Singapore
- Health Services and Systems Research, Duke-NUS Medical School, Singapore
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Sunkersing D, Martin FC, Sullivan P, Bell D. Care and support networks of community-dwelling frail individuals in North West London: a comparison of patient and healthcare workers' perceptions. BMC Geriatr 2022; 22:953. [PMID: 36494627 PMCID: PMC9737751 DOI: 10.1186/s12877-022-03561-y] [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: 02/06/2022] [Accepted: 10/26/2022] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Evidence suggests that successful assessment and care for frail individuals requires integrated and collaborative care and support across and within settings. Understanding the care and support networks of a frail individual could therefore prove useful in understanding need and designing support. This study explored the care and support networks of community-dwelling older people accessing a falls prevention service as a marker of likely frailty, by describing and comparing the individuals' networks as perceived by themselves and as perceived by healthcare providers involved in their care. METHODS A convenience sample of 16 patients and 16 associated healthcare professionals were recruited from a community-based NHS 'Falls Group' programme within North-West London. Individual (i.e., one on one) semi-structured interviews were conducted to establish an individual's perceived network. Principles of quantitative social network analysis (SNA) helped identify the structural characteristics of the networks; qualitative SNA and a thematic analysis aided data interpretation. RESULTS All reported care and support networks showed a high contribution level from family and friends and healthcare professionals. In patient-reported networks, 'contribution level' was often related to the 'frequency' and 'helpfulness' of interaction. In healthcare professional reported networks, the reported frequency of interaction as detailed in patient records was used to ascertain 'contribution level'. CONCLUSION This study emphasises the importance of the role of informal carers and friends along with healthcare professionals in the care of individuals living with frailty. There was congruence in the makeup of 'patient' and 'provider' reported networks, but more prominence of helper/carers in patients' reports. These findings also highlight the multidisciplinary makeup of a care and support network, which could be targeted by healthcare professionals to support the care of frail individuals.
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Affiliation(s)
- David Sunkersing
- grid.7445.20000 0001 2113 8111Department of Primary Care and Public Health, Imperial College London, London, W6 8RP UK
| | - Finbarr C. Martin
- grid.13097.3c0000 0001 2322 6764King’s College London (Population Health Sciences), London, UK
| | - Paul Sullivan
- grid.7445.20000 0001 2113 8111Department of Primary Care and Public Health, Imperial College London, London, W6 8RP UK
| | - Derek Bell
- grid.7445.20000 0001 2113 8111Department of Primary Care and Public Health, Imperial College London, London, W6 8RP UK
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Negative and positive experiences of caregiving among family caregivers of older blunt trauma patients. PLoS One 2022; 17:e0275169. [PMID: 36215237 PMCID: PMC9550085 DOI: 10.1371/journal.pone.0275169] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Accepted: 09/11/2022] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVES Family caregivers play a fundamental role in the care of the older blunt trauma patient. We aim to identify risk factors for negative and positive experiences of caregiving among family caregivers. DESIGN Prospective, nationwide, multi-center cohort study. SETTING AND PARTICIPANTS 110 family caregivers of Singaporeans aged≥55 admitted for unintentional blunt trauma with an Injury Severity Score (ISS) or New Injury Severity Score (NISS)≥10 were assessed for caregiving-related negative (disturbed schedule and poor health, lack of family support, lack of finances) and positive (esteem) experiences using the modified-Caregiver Reaction Assessment (m-CRA) three months post-injury. METHODS The association between caregiver and patient factors, and the four m-CRA domains were evaluated via linear regression. RESULTS Caregivers of retired patients and caregivers of functionally dependent patients (post-injury Barthel score <80) reported a worse experience in terms of disturbed schedule and poor health (β-coefficient 0.42 [95% Confidence Interval 0.10, 0.75], p = .01; 0.77 [0.33, 1.21], p = .001), while male caregivers and caregivers who had more people in the household reported a better experience (-0.39 [-0.73, -0.06], p = .02; -0.16 [-0.25, -0.07], p = .001). Caregivers of male patients, retired patients, and patients living in lower socioeconomic housing were more likely to experience lack of family support (0.28, [0.03, -0.53], p = .03; 0.26, [0.01, 0.52], p = .05; 0.34, [0.05, -0.66], p = .02). In the context of lack of finances, caregivers of male patients and caregivers of functionally dependent patients reported higher financial strain (0.74 [0.31, 1.17], p = .001; 0.84 [0.26, 1.43], p = .01). Finally, caregivers of male patients reported higher caregiver esteem (0.36 [0.15, 0.57], p = .001). CONCLUSIONS AND IMPLICATIONS Negative and positive experiences of caregiving among caregivers of older blunt trauma patients are associated with pre-injury disability and certain patient and caregiver demographics. These factors should be considered when planning the post-discharge support of older blunt trauma patients.
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Chua MT, Pan DST, Lee MZ, Thajudeen MZ, Rahman MMF, Sheth IA, Ong VYK, Tang JZY, Wee CPJ, Kuan WS. Epidemiology and outcomes of older trauma patients in Singapore: A multicentre study. Injury 2022; 53:3149-3155. [PMID: 35970635 DOI: 10.1016/j.injury.2022.08.018] [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: 03/31/2022] [Revised: 07/10/2022] [Accepted: 08/07/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND An ageing population has caused rising trauma cases amongst older patients. Multiple comorbidities, polypharmacy and limited reserves predispose them to poorer outcomes following a traumatic event. The Comorbidity Polypharmacy Score (CPS) has been found to predict outcomes and mortality in older trauma patients, but has not been studied in Asians. AIM We aim to describe the epidemiological characteristics of older trauma patients and explore the association of CPS on clinical outcomes. METHODS We conducted a retrospective observational study using data from the trauma registries of 2 tertiary trauma centres. Patients aged 45 years and above attending the emergency departments (EDs) from January 2011 to December 2015 with traumatic injuries (Injury Severity Score [ISS] of 9 and above) were included. Demographics, clinical data including number of comorbidities and medications used were collected to calculate the CPS. Outcomes of mortality, ED disposition and hospital discharge venue were examined. RESULTS There were 4,522 patients (median age 70 years; males 53.8%), with majority sustaining Tier 2 injuries (ISS 9 to 15; 68.9%). Falls were the predominant mechanism for those aged above 60 years and above (76%). Median CPS was 6 (interquartile range [IQR] 1 to 11). Amongst patients 75 years and older, 56% comprised the moderate to morbid CPS groups (CPS ≥ 8). Overall mortality was 8.4%; patients above 75 years had longer median length of stay (10 versus 7.1-8.9 days in other ages). Male gender (adjusted odds ratio [aOR] 1.51; 95% confidence interval [CI] 1.12-2.02), increasing age (aOR 1.04; 95% CI 1.03-1.05), injury to abdomen (aOR 3.24; 95% CI 1.93-5.45) and severe CPS category (aOR 1.88; 95% CI 1.23-2.89) were associated with increased odds of death. Increasing age and moderate CPS category increased odds of discharge to a rehabilitation (aOR for age 1.03, 95% CI 1.02-1.04; aOR for moderate CPS 1.72, 95% CI 1.43-2.07) or long-term care facility (aOR for age 1.05, 95% CI 1.03-1.06; aOR for CPS 1.60, 95% CI 1.10-2.32). CONCLUSION CPS predicted mortality and discharge to a rehabilitation or care facility in this urban, ageing Asian population. Its use may aid future trauma research and needs assessments in such patients.
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Affiliation(s)
- Mui Teng Chua
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore; Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Darius Shaw Teng Pan
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore
| | - Ming Zhou Lee
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore
| | | | | | | | - Victor Yeok Kein Ong
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore; Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jonathan Zhe Ying Tang
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore; Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | | | - Win Sen Kuan
- Emergency Medicine Department, National University Hospital, National University Health System, Singapore; Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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Price MJ, Slotwiner D, Du C, Freeman JV, Turi Z, Rammohan C, Kusumoto FM, Kavinsky C, Akar J, Varosy PD, Koutras C, Curtis JP, Masoudi FA. Clinical Outcomes at 1 Year Following Transcatheter Left Atrial Appendage Occlusion in the United States. JACC Cardiovasc Interv 2022; 15:741-750. [PMID: 35393108 DOI: 10.1016/j.jcin.2022.02.009] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 01/31/2022] [Accepted: 02/01/2022] [Indexed: 12/20/2022]
Abstract
OBJECTIVES The aim of this study was to report 1-year clinical outcomes following commercial transcatheter left atrial appendage occlusion (LAAO) in the United States. BACKGROUND The National Cardiovascular Data Registry LAAO Registry was initiated to meet a condition of Medicare coverage and allow the assessment of clinical outcomes. The 1-year rates of thromboembolic events after transcatheter LAAO in such a large cohort of "real-world" patients have not been previously reported. METHODS Patients entered into the National Cardiovascular Data Registry LAAO Registry for a Watchman procedure between January 1, 2016, and December 31, 2018, were included. The primary endpoint was ischemic stroke. Key secondary endpoints included the rate of ischemic stroke or systemic embolism, mortality, and major bleeding. Major bleeding was defined as any bleeding requiring hospitalization, and/or causing a decrease in hemoglobin level > 2g/dL, and/or requiring blood transfusion that was not hemorrhagic stroke. The Kaplan-Meier method was used for 1-year estimates of cumulative event rates. RESULTS The study population consisted of 36,681 patients. The mean age was 76.0 ± 8.1 years, the mean CHA2DS2-VASc score was 4.8 ± 1.5, and the mean HAS-BLED score was 3.0 ± 1.1. Prior stroke was present in 25.5%, clinically relevant bleeding in 69.5%, and intracranial bleeding in 11.9%. Median follow-up was 374 days (IQR: 212-425 days). The Kaplan-Meier-estimated 1-year rate of ischemic stroke was 1.53% (95% CI: 1.39%-1.69%), the rate of ischemic stroke or systemic embolism was 2.19% (95% CI: 2.01%-2.38%), and the rate of mortality was 8.52% (95% CI: 8.19%-8.87%). The 1-year estimated rate of major bleeding was 6.93% (95% CI: 6.65%-7.21%). Most bleeding events occurred between discharge and 45 days following the procedure. CONCLUSIONS This study characterizes important outcomes in a national cohort of patients undergoing transcatheter LAAO in the United States. Clinicians and patients can integrate these data in shared decision making when considering this therapy.
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Affiliation(s)
- Matthew J Price
- Division of Cardiovascular Diseases, Scripps Clinic, La Jolla, California, USA.
| | - David Slotwiner
- Division of Cardiology, New York Presbyterian Queens, Weill Cornell Medical College, New York, New York, USA
| | - Chengan Du
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut, USA
| | - James V Freeman
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut, USA; Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Zoltan Turi
- Center for Structural and Congenital Heart Disease, Hackensack University Medical Center, Hackensack, New Jersey, USA
| | - Chidambaram Rammohan
- Division of Cardiovascular Medicine, Palo Alto Medical Foundation, El Camino Hospital, Mountain View, California
| | - Fred M Kusumoto
- Department of Cardiovascular Disease, Mayo Clinic, Jacksonville, Florida, USA
| | - Clifford Kavinsky
- Division of Cardiovascular Medicine, Rush University Medical Center, Chicago, Illinois, USA
| | - Joseph Akar
- Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut, USA; Section of Cardiovascular Medicine, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Paul D Varosy
- VA Eastern Colorado Health Care System and University of Colorado, Aurora, Colorado, USA
| | - Christina Koutras
- American College of Cardiology Foundation, Washington, District of Columbia, USA
| | - Jeptha P Curtis
- Division of Cardiology, New York Presbyterian Queens, Weill Cornell Medical College, New York, New York, USA; Center for Outcomes Research and Evaluation, Yale-New Haven Hospital, New Haven, Connecticut, USA
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Wong TH, Tan TXZ, Malhotra R, Nadkarni NV, Chua WC, Loo LM, Iau PTC, Ang ASH, Goo JTT, Chan KC, Matchar DB, Seow DCC, Nguyen HV, Ng YS, Chan A, Fook-Chong S, Tang TY, Ong MEH. Health Services Use and Functional Recovery Following Blunt Trauma in Older Persons - A National Multicentre Prospective Cohort Study. J Am Med Dir Assoc 2021; 23:646-653.e1. [PMID: 34848197 DOI: 10.1016/j.jamda.2021.10.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2021] [Revised: 10/19/2021] [Accepted: 10/23/2021] [Indexed: 12/18/2022]
Abstract
OBJECTIVE Frailty is associated with morbidity and mortality in older injured patients. However, for older blunt-trauma patients, increased frailty may not manifest in longer length of stay at index admission. We hypothesized that owing to time spent in hospital from readmissions, frailty would be associated with less total time at home in the 1-year postinjury period. DESIGN Prospective, nationwide, multicenter cohort study. SETTING AND PARTICIPANTS All Singaporean residents aged ≥55 years admitted for blunt trauma with an Injury Severity Score (ISS) or New Injury Severity Score (NISS) ≥10 from March 2016 to July 2018. METHODS Frailty (by modified Fried criteria) was assessed at index admission, based on questions on preinjury weight loss, slowness, exhaustion, physical activity, and grip strength at the time of recruitment. Low time at home was defined as >14 hospitalized days within 1 year postinjury. The contribution of planned and unplanned readmission to time at home postinjury was explored. Functional trajectory (by Barthel Index) over 1 year was compared by frailty. RESULTS Of the 218 patients recruited, 125 (57.3%) were male, median age was 72 years, and 48 (22.0%) were frail. On univariate analysis, frailty [relative to nonfrail: odds ratio (OR) 3.45, 95% confidence interval (CI) 1.33-8.97, P = .01] was associated with low time at home. On multivariable analysis, after inclusion of age, gender, ISS, intensive care unit admission, and surgery at index admission, frailty (OR 5.21, 95% CI 1.77-15.34, P < .01) remained significantly associated with low time at home in the 1-year postinjury period. Unplanned readmissions were the main reason for frail participants having low time at home. Frail participants had poorer function in the 1-year postinjury period. CONCLUSIONS AND IMPLICATIONS In the year following blunt trauma, frail older patients experience lower time at home compared to patients who were not frail at baseline. Screening for frailty should be considered in all older blunt-trauma patients, with a view to being prioritized for postdischarge support.
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Affiliation(s)
- Ting-Hway Wong
- Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore; Department of General Surgery, Singapore General Hospital, Singapore
| | | | - Rahul Malhotra
- Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore
| | - Nivedita V Nadkarni
- Centre for Quantitative Medicine, Duke-NUS Graduate Medical School, Singapore
| | | | - Lynette Ma Loo
- Department of General Surgery, National University Hospital, Singapore
| | | | | | | | - Kim Chai Chan
- Emergency Medicine Department, Ng Teng Fong General Hospital, Singapore
| | - David Bruce Matchar
- Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore
| | | | - Hai V Nguyen
- School of Pharmacy, Memorial University of Newfoundland, Canada, St. John's, Newfoundland, Canada
| | - Yee Sien Ng
- Department of Rehabilitation Medicine, Singapore General Hospital, Singapore
| | - Angelique Chan
- Centre for Ageing Research and Education, Duke-NUS Graduate Medical School, Singapore
| | - Stephanie Fook-Chong
- Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore
| | - Tjun Yip Tang
- Department of Vascular Surgery, Singapore General Hospital, Singapore
| | - Marcus Eng Hock Ong
- Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore; Department of Emergency Medicine, Singapore General Hospital, Singapore
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Carr BW, Wooster ME, Nemani LA, Severance SE, Hartwell JL. CHA 2DS 2-VASc and has-BLED scores do not accurately stratify risk for stroke or bleed in fall victims with atrial fibrillation. Am J Emerg Med 2021; 51:119-123. [PMID: 34735969 DOI: 10.1016/j.ajem.2021.10.008] [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: 06/23/2021] [Revised: 10/04/2021] [Accepted: 10/06/2021] [Indexed: 10/20/2022] Open
Abstract
BACKGROUND Falls are the leading cause of morbidity and mortality in the elderly. Non-valvular Atrial fibrillation (AF) is present in up to 9% of this group and often requires oral anticoagulation (OAC). The CHA2DS2-VASc and HAS-BLED scores are validated tools assessing risk of ischemic stroke from AF and major bleeding (MB) from OAC. It is unclear if these predictions remain accurate in post-fall patients. This study seeks to determine the stroke and major bleeding rate in atrial fibrillation patients after a ground level fall and identify if validated risk scoring systems accurately stratify risk in this cohort. METHODS Retrospective review of patients with AF presented to the emergency department after a fall. CHA2DS2-VASc and HAS-BLED scores were calculated. Follow up information was reviewed to 1 year. Patients were grouped according to discharge thromboprophylaxis plan (DTP): no treatment, Anti-platelet (AP), OAC, and AP + OAC. Outcomes were ischemic stroke, MB, or death at 1 year. Ischemic stroke and MB rates were calculated. Kruskal-Wallis, Χ2, Fisher's exact, and multivariable logistic regression were used to evaluate for clinical associations. RESULTS 192 patients were included. MB rate was 14.5 bleeds/100 person-years, and ischemic stroke rate was 10.9/100 person-years. There were no observed differences between DTPs. Overall, one-year mortality was 22.1%. On unadjusted analysis, CHA2DS2-VASc did associate with ischemic stroke (p = 0.03); HAS-BLED did not associate with MB (p = 0.17). After logistic regression accounting for known risk factors, neither system associated with ischemic stroke or MB. CONCLUSIONS Fall patients are at higher risk for both ischemic stroke and MB compared to previously published reports. Current risk assessment tools should be used with caution. Further study of risk factors is warranted to guide medication decisions in these patients.
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Affiliation(s)
- Bryan W Carr
- Indiana University School of Medicine, Department of Surgery, 720 Eskenazi Ave., EZ 2-431 SURG, Indianapolis, IN 46202, USA.
| | - Meghan E Wooster
- Indiana University School of Medicine, Department of Surgery, 720 Eskenazi Ave., EZ 2-431 SURG, Indianapolis, IN 46202, USA
| | - Lakshmi A Nemani
- Indiana University School of Medicine, Department of Surgery, 720 Eskenazi Ave., EZ 2-431 SURG, Indianapolis, IN 46202, USA
| | - Sarah E Severance
- Indiana University School of Medicine, Department of Surgery, 720 Eskenazi Ave., EZ 2-431 SURG, Indianapolis, IN 46202, USA.
| | - Jennifer L Hartwell
- Indiana University School of Medicine, Department of Surgery, 720 Eskenazi Ave., EZ 2-431 SURG, Indianapolis, IN 46202, USA.
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Nagassima Rodrigues Dos Reis K, McDonnell JM, Ahern DP, Evans S, Gibbons D, Butler JS. Changing Demographic Trends in spine trauma: The presentation and outcome of Major Spine Trauma in the elderly. Surgeon 2021; 20:e410-e415. [PMID: 34600828 DOI: 10.1016/j.surge.2021.08.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Revised: 11/30/2020] [Accepted: 08/19/2021] [Indexed: 11/15/2022]
Abstract
INTRODUCTION Major trauma has seen a demographic shift in recent years and it is expected that the elderly population will comprise a greater burden on the major trauma service in the near future. However, whether a similar trend exists in those undergoing operative intervention for spinal trauma remains to be elucidated. AIMS To compare the presentation and outcomes of patients ≥65 years of age sustaining spine trauma to those <65 years at a national tertiary referral spine centre. METHODS The local Trauma Audit Research Network (TARN) database was analysed to identify spinal patients referred to our institution, a national tertiary referral centre, between 01/2016 and 05/2019. Patients were divided into a young cohort (16-64 years old) and an elderly cohort (> 64 years old). No explicit distinction was made between major and minor spine trauma cases. Variables analysed included patient demographics, injury severity, mortality, interventions, mechanism of injury and length of hospital stay. RESULTS A total of 669 patients were admitted of which 480 patients underwent operative intervention for spinal trauma. Within the elderly cohort, this represented 75.3% of cases. Among the younger population, road traffic collisions were the most common mechanism of injury (37.1%), while low falls (<2 m) (57.4%) were the most common mechanism among the older population. Patients ≥65 years old had significantly longer length of stay (21 days [1-194] v 14 days [1-183]) and suffered higher 30-day mortality rates (4.6% [0-12] v 0.97% [0-4]). CONCLUSION Orthopaedic spinal trauma in older people is associated with a significantly higher mortality rate as well as a longer duration of hospitalization. Even though severity of injury is similar for both young and old patients, the mechanism of injury for the older population is of typically much lower energy compared to the high energy trauma affecting younger patients.
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Affiliation(s)
| | - Jake M McDonnell
- Royal College of Surgeons in Ireland, 123 St Stephen's Green, Dublin, Ireland.
| | - Daniel P Ahern
- National Spinal Injuries Unit, Mater Misericordiae University Hospital, Dublin, Ireland; School of Medicine, Trinity College Dublin, Ireland
| | - Shane Evans
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Denys Gibbons
- National Spinal Injuries Unit, Mater Misericordiae University Hospital, Dublin, Ireland
| | - Joseph S Butler
- National Spinal Injuries Unit, Mater Misericordiae University Hospital, Dublin, Ireland; School of Medicine, University College Dublin, Dublin, Ireland
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11
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Lockie E, Shakerian R, Gregorevic K, Gumm K, Dimopoulos S, Read DJ. Frailty ‐ The strongest predictor of 12‐month mortality in minor and major elderly trauma. TRAUMA-ENGLAND 2021. [DOI: 10.1177/14604086211019182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Elizabeth Lockie
- Department of General Surgical Specialties, The Royal Melbourne Hospital, Victoria, Australia
| | - Rose Shakerian
- Department of General Surgical Specialties, The Royal Melbourne Hospital, Victoria, Australia
| | - Katherine Gregorevic
- Aged Care and General Medicine, The Royal Melbourne Hospital, Victoria, Australia
| | - Kellie Gumm
- Trauma Service, The Royal Melbourne Hospital, Victoria, Australia
| | - Stephanie Dimopoulos
- Department of General Surgical Specialties, The Royal Melbourne Hospital, Victoria, Australia
| | - David J Read
- Department of General Surgical Specialties, The Royal Melbourne Hospital, Victoria, Australia
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12
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Frailty and length of stay in older adults with blunt injury in a national multicentre prospective cohort study. PLoS One 2021; 16:e0250803. [PMID: 33930058 PMCID: PMC8087011 DOI: 10.1371/journal.pone.0250803] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 04/14/2021] [Indexed: 12/17/2022] Open
Abstract
Background Patients suffering moderate or severe injury after low falls have higher readmission and long-term mortality rates compared to patients injured by high-velocity mechanisms such as motor vehicle accidents. We hypothesize that this is due to higher pre-injury frailty in low-fall patients, and present baseline patient and frailty demographics of a prospective cohort of moderate and severely injured older patients. Our second hypothesis was that frailty was associated with longer length of stay (LOS) at index admission. Methods This is a prospective, nation-wide, multi-center cohort study of Singaporean residents aged ≥55 years admitted for ≥48 hours after blunt injury with an injury severity score or new injury severity score ≥10, or an Organ Injury Scale ≥3, in public hospitals from 2016–2018. Demographics, mechanism of injury and frailty were recorded and analysed by Chi-square, or Kruskal-Wallis as appropriate. Results 218 participants met criteria and survived the index admission. Low fall patients had the highest proportion of frailty (44, 27.3%), followed by higher level fallers (3, 21.4%) and motor vehicle accidents (1, 2.3%) (p < .01). Injury severity, extreme age, and surgery were independently associated with longer LOS. Frail patients were paradoxically noted to have shorter LOS (p < .05). Conclusion Patients sustaining moderate or severe injury after low falls are more likely to be frail compared to patients injured after higher-velocity mechanisms. However, this did not translate into longer adjusted LOS in hospital at index admission.
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13
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Hung KCK, Lai CY, Yeung JHH, Maegele M, Chan PSL, Leung M, Wong HT, Wong JKS, Leung LY, Chong M, Cheng CH, Cheung NK, Graham CA. RISC II is superior to TRISS in predicting 30-day mortality in blunt major trauma patients in Hong Kong. Eur J Trauma Emerg Surg 2021; 48:1093-1100. [PMID: 33900416 DOI: 10.1007/s00068-021-01667-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/07/2021] [Indexed: 01/18/2023]
Abstract
PURPOSE Hong Kong (HK) trauma registries have been using the Trauma and Injury Severity Score (TRISS) for audit and benchmarking since their introduction in 2000. We compare the mortality prediction model using TRISS and Revised Injury Severity Classification, version II (RISC II) for trauma centre patients in HK. METHODS This was a retrospective cohort study with all five trauma centres in HK. Adult trauma patients with Injury Severity Score (ISS) > 15 suffering from blunt injuries from January 2013 to December 2015 were included. TRISS models using the US and local coefficients were compared with the RISC II model. The primary outcome was 30-day mortality and the area under the receiver operating characteristic curve (AUC) for tested models. RESULTS 1840 patients were included, of whom 1236/1840 (67%) were male. Median age was 59 years and median ISS was 25. Low falls were the most common mechanism of injury. The 30-day mortality was 23%. RISC II yielded a superior AUC of 0.896, compared with the TRISS models (MTOS: 0.848; PATOS: 0.839; HK: 0.858). Prespecified subgroup analyses showed that all the models performed worse for age ≥ 70, ASA ≥ III, and low falls. RISC II had a higher AUC compared with the TRISS models in all subgroups, although not statistically significant. CONCLUSION RISC II was superior to TRISS in predicting the 30-day mortality for Hong Kong adult blunt major trauma patients. RISC II may be useful when performing future audit or benchmarking exercises for trauma in Hong Kong.
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Affiliation(s)
- Kei Ching Kevin Hung
- Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Shatin, Hong Kong.,Trauma and Emergency Centre, Prince of Wales Hospital, Shatin, Hong Kong
| | - Chun Yu Lai
- Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Shatin, Hong Kong.,Trauma and Emergency Centre, Prince of Wales Hospital, Shatin, Hong Kong
| | - Janice Hiu Hung Yeung
- Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Shatin, Hong Kong.,Trauma and Emergency Centre, Prince of Wales Hospital, Shatin, Hong Kong
| | - Marc Maegele
- Cologne-Merheim Medical Center (CMMC), Department of Trauma and Orthopedic Surgery, University Witten/Herdecke, Campus Cologne-Merheim, Cologne, Germany
| | - Po Shan Lily Chan
- Trauma Service, Queen Elizabeth Hospital, 30 Gascoigne Road, Kowloon, Hong Kong
| | - Ming Leung
- Department of Surgery, Princess Margaret Hospital, 2‑10 Princess Margaret Hospital Road, Lai Chi Kok, Kowloon, Hong Kong
| | - Hay Tai Wong
- Trauma Service, Queen Mary Hospital, 102 Pok Fu Lam Road, Hong Kong Island, Hong Kong
| | - John Kit Shing Wong
- Trauma Service, Tuen Mun Hospital, 23 Tsing Chung Koon Road, Tuen Mun, New Territories, Hong Kong
| | - Ling Yan Leung
- Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Shatin, Hong Kong
| | - Marc Chong
- School of Public Health and Primary Care, Chinese University of Hong Kong, Shatin, Hong Kong
| | - Chi Hung Cheng
- Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Shatin, Hong Kong.,Trauma and Emergency Centre, Prince of Wales Hospital, Shatin, Hong Kong
| | - Nai Kwong Cheung
- Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Shatin, Hong Kong.,Trauma and Emergency Centre, Prince of Wales Hospital, Shatin, Hong Kong
| | - Colin Alexander Graham
- Accident and Emergency Medicine Academic Unit, The Chinese University of Hong Kong, Shatin, Hong Kong. .,Trauma and Emergency Centre, Prince of Wales Hospital, Shatin, Hong Kong.
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CYP2D6-inhibiting drugs and risk of fall injuries after newly initiated antidepressant and antipsychotic therapy in a Swedish, register-based case-crossover study. Sci Rep 2021; 11:5796. [PMID: 33707555 PMCID: PMC7970948 DOI: 10.1038/s41598-021-85022-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Accepted: 02/23/2021] [Indexed: 11/25/2022] Open
Abstract
Drug-drug interactions have been shown to affect the risk of fall injuries when opioids are used concomitantly with drugs inhibiting the cytochrome P450 2D6 (CYP2D6) enzyme in a previous pharmacoepidemiological study. The aim of this study was to determine whether CYP2D6-inhibiting drugs reinforce the risk of fall injuries when used concomitantly with antidepressants or antipsychotics. We identified all 252,704 adults with a first fall injury leading to hospitalisation from the National Patient Register in Sweden 2006–2013. Data on dispensed drugs was linked from the Swedish Prescribed Drug Register. We applied a case-crossover design to analyse newly dispensed (28 days preceding the fall injury, preceded by a 12-week washout period) antidepressants and antipsychotics, respectively, in relation to risk of a fall injury and according to concomitant use of CYP2D6-inhibiting drugs. Newly dispensed drugs were assessed correspondingly in a control period of equal length, 28 days prior to the 12-week washout period. Overall, the risk of fall injury was increased after newly initiated antidepressant and antipsychotic treatment. For antidepressants, concomitant CYP2D6 inhibitor use further elevated the risk estimates compared to non-use, most pronounced for the groups selective serotonin reuptake inhibitors (sertraline excluded) [OR = 1.47 (95% CI 1.19–1.80) vs. OR = 1.19 (95% CI 1.13–1.26)], and tricyclic antidepressants [OR = 1.71 (95% CI 1.17–2.51) vs. 1.27 (95% CI 1.11–1.47)] as well as for sertraline [OR = 1.61 (95% CI 1.05–2.38) vs. 1.12 (95% CI 1.00–1.26)]. For antipsychotics, the risk of fall injury was not altered by concomitant use of CYP2D6-inhibiting drugs. In conclusion, concomitant use of CYP2D6 inhibiting drugs tends to further increase the risk of fall injury in newly initiated antidepressant treatment, but not in antipsychotic treatment.
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Abstract
Fall represents an important cause of death and its relation with the population aging evidences the need of a broad analysis considering different aspects associated with its occurrence. The objective of this study was to compare fatal victims due to unintentional fall among adults, young olds, olds, and oldest olds, according to sociodemographic data, characteristics, and severity of the trauma. This study is a cross-sectional, comparative study analyzing autopsy reports of fatal victims due to fall, admitted to the Medical Legal Institute of Sao Paulo, Sao Paulo, Brazil, in 2015. The following age groups were: adults (≥18 and <60 years), young olds (≥60 and <70 years), olds (≥70 and <80 years), and oldest olds (≥80 years). The Pearson's χ, Fisher's exact, Kruskal-Wallis, and Dunn tests were applied to compare the groups, with a significance level of 5%. Regarding the 469 fatalities analyzed (57.8% males, mean age: 71.3 ± 18.2 years), there was a higher frequency of oldest olds (43.5%), ground-level falls (70.1%), femoral fractures (35.0%), and delayed deaths (79.6%) due to posttraumatic complications (57.2%). Adults, young olds, olds, and oldest olds differed significantly (p ≤ .005) in relation to the total of analyzed variables, with a special remark on the differences between the age extremes. High frequencies of femoral fractures and delayed deaths due to complications of treatment in low-severity fall victims, especially those older than 70 years, make it necessary to improve fall prevention programs in the older adults and to create a line of care for this population.
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16
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Hamsen U, Drotleff N, Lefering R, Gerstmeyer J, Schildhauer TA, Waydhas C. Mortality in severely injured patients: nearly one of five non-survivors have been already discharged alive from ICU. BMC Anesthesiol 2020; 20:243. [PMID: 32967620 PMCID: PMC7513498 DOI: 10.1186/s12871-020-01159-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2020] [Accepted: 09/15/2020] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Most trauma patients admitted to the hospital alive and die later on, decease during the initial care in the emergency department or the intensive care unit (ICU). However, a number of patients pass away after having been discharged from the ICU during the initial hospital stay. On first sight these cases could be seen as "failure to rescue" of potentially salvageable patients. A low rate of such patients might be a potential indicator of quality for trauma care on ICUs and surgical wards. METHODS Retrospective analysis of the TraumaRegister DGU® with data from 2015 to 2017. Patients that died during the initial ICU stay were compared to those who were discharged from the initial ICU stay for at least 24 h but died later on. RESULTS A total of 82,313 trauma patients were included in the TraumaRegister DGU®. In total, 6576 patients (8.0%) died during their hospital stay. Out of those, 5481 were admitted to the ICU alive and 972 patients (17.7%) were discharged from ICU and died later on. Those were older (mean age: 77 vs. 68 years), less severely injured (mean ISS: 23.1 vs. 30.0 points) and had a longer mean ICU length of stay (10 vs. 6 days). A limitation of life-sustaining therapy due to a documented living will was present in 46.1% of all patients who died during their initial ICU stay and in 59.9% of patients who died after discharge from their initial ICU stay. CONCLUSIONS 17.7% of all non-surviving severely injured trauma patients died within the hospital after discharge from their initial ICU treatment. Their death can partially be explained by a limitation of therapy due to a living will. In conclusion, the rate of such late deaths may partially represent patients that died of potentially avoidable or treatable complications.
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Affiliation(s)
- Uwe Hamsen
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Buerkle de la Camp Platz 1, 44789, Bochum, Germany.
| | - Niklas Drotleff
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Buerkle de la Camp Platz 1, 44789, Bochum, Germany
| | - Rolf Lefering
- Institute for Research in Operative Medicine (IFOM), University Witten-Herdecke, Ostheimer Str. 200, 51109, Cologne, Germany
| | - Julius Gerstmeyer
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Buerkle de la Camp Platz 1, 44789, Bochum, Germany
| | - Thomas Armin Schildhauer
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Buerkle de la Camp Platz 1, 44789, Bochum, Germany
| | - Christian Waydhas
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Buerkle de la Camp Platz 1, 44789, Bochum, Germany.,Medical Faculty University Duisburg-Essen, Essen, Germany
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17
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Tracy BM, Carlin MN, Tyson JW, Schenker ML, Gelbard RB. The 11-Item Modified Frailty Index as a Tool to Predict Unplanned Events in Traumatic Brain Injury. Am Surg 2020; 86:1596-1601. [PMID: 32829642 DOI: 10.1177/0003134820942196] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Frailty has been studied extensively in trauma, but there is minimal research detailing its impact on traumatic brain injury (TBI). We hypothesized that the 11-item modified frailty index (mFI-11) would predict complications and discharge outcomes in patients with TBI. METHODS A retrospective review of our trauma quality improvement program (TQIP) registry was conducted for all patients with TBI. The mFI-11 score was calculated for each patient. Multivariable logistic regression was used to assess the relationship between mFI-11 and cardiovascular, infectious, pulmonary, renal, thromboembolic, and unplanned complications (ie, unplanned intensive care unit [ICU] admission, intubation, or return to the operating room). RESULTS There were 2352 patients with TBI of whom 61.6% (n = 1450) were not frail, 19.3% (n = 454) were mildly frail, and 19.1% (n = 448) were moderately to severely frail. Higher frailty scores were associated with increasing age (P < .0001) and decreasing injury severity score [ISS] (P = 0.001). Higher frailty scores also correlated with increasing rates of a skilled nursing facility/long-term acute care hospital/rehabilitation discharge (P = .0002). On multivariable logistic regression adjusting for age, Glasgow Coma Scale (GCS) score, ISS, mechanism, and sex, moderate to severe frailty increased the odds of acute kidney injury (odds ratio [OR] 2.06, 95% CI 1.07-3.99, P = .03) and any unplanned event (OR 1.6, 95% CI 1.1-2.3, P = .01). CONCLUSION Frailty measured by the mFI-11 is associated with greater rates of discharge to unfavorable locations and increased odds of acute kidney injury and unplanned events among patients with TBI. These findings suggest that frail patients with TBIs require greater vigilance to avoid such unanticipated outcomes.
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Affiliation(s)
- Brett M Tracy
- 1371 Department of Surgery, Emory University School of Medicine, Atlanta, GA, USA.,Division of Acute Care Surgery, Grady Memorial Hospital, Atlanta, Georgia, USA
| | - Margo N Carlin
- 1371 Department of Surgery, Emory University School of Medicine, Atlanta, GA, USA.,Division of Acute Care Surgery, Grady Memorial Hospital, Atlanta, Georgia, USA
| | - James W Tyson
- Department of Surgery, Mercer University School of Medicine, Macon, GA, USA
| | - Mara L Schenker
- Division of Acute Care Surgery, Grady Memorial Hospital, Atlanta, Georgia, USA.,1371 Department of Orthopaedic Surgery, Emory University School of Medicine, Atlanta, GA, USA
| | - Rondi B Gelbard
- 1371 Department of Surgery, Emory University School of Medicine, Atlanta, GA, USA.,Division of Acute Care Surgery, Grady Memorial Hospital, Atlanta, Georgia, USA
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Young AJ, Hare A, Subramanian M, Weaver JL, Kaufman E, Sims C. Using Machine Learning to Make Predictions in Patients Who Fall. J Surg Res 2020; 257:118-127. [PMID: 32823009 DOI: 10.1016/j.jss.2020.07.047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 07/12/2020] [Accepted: 07/17/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND As the population ages, the incidence of traumatic falls has been increasing. We hypothesize that a machine learning algorithm can more accurately predict mortality after a fall compared with a standard logistic regression (LR) model based on immediately available admission data. Secondary objectives were to predict who would be discharged home and determine which variables had the largest effect on prediction. METHODS All patients who were admitted for fall between 2012 and 2017 at our level 1 trauma center were reviewed. Fourteen variables describing patient demographics, injury characteristics, and physiology were collected at the time of admission and were used for prediction modeling. Algorithms assessed included LR, decision tree classifier (DTC), and random forest classifier (RFC). Area under the receiver operating characteristic curve (AUC) values were calculated for each algorithm for mortality and discharge to home. RESULTS About 4725 patients met inclusion criteria. The mean age was 61 ± 20.5 y, Injury Severity Score 8 ± 7, length of stay 5.8 ± 7.6 d, intensive care unit length of stay 1.8± 5.2 d, and ventilator days 0.7 ± 4.2 d. The mortality rate was 3% and three times greater for elderly (aged 65 y and older) patients (5.0% versus 1.6%, P < 0.001). The AUC for predicting mortality for LR, DTC, and RFC was 0.78, 0.64, and 0.86, respectively. The AUC for predicting discharge to home for LR, DTC, and RFC was 0.72, 0.61, and 0.74, respectively. The top five variables that contribute to the prediction of mortality in descending order of importance are the Glasgow Coma Score (GCS) motor, GCS verbal, respiratory rate, GCS eye, and temperature. CONCLUSIONS RFC can accurately predict mortality and discharge home after a fall. This predictive model can be implemented at the time of patient arrival and may help identify candidates for targeted intervention as well as improve prognostication and resource utilization.
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Affiliation(s)
- Andrew J Young
- Division of Traumatology, Emergency Surgery, and Surgical Critical Care, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania.
| | - Allison Hare
- Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Madhu Subramanian
- Division of Traumatology, Emergency Surgery, and Surgical Critical Care, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Jessica L Weaver
- Division of Trauma, Surgical Critical Care, Burns, and Acute Care Surgery, Department of Surgery, University of California San Diego Health, San Diego, California
| | - Elinore Kaufman
- Division of Traumatology, Emergency Surgery, and Surgical Critical Care, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania
| | - Carrie Sims
- Division of Trauma, Critical Care, and Burn, Department of Surgery, The Ohio State University, Columbus, Ohio
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Nohl A, Ohmann T, Kamp O, Waydhas C, Schildhauer TA, Dudda M, Hamsen U. Major trauma due to suicide attempt: increased workload but not mortality. Eur J Trauma Emerg Surg 2020; 48:519-523. [PMID: 32696117 DOI: 10.1007/s00068-020-01436-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 07/11/2020] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Suicide attempt is a common cause for major trauma. Due to the underlying psychiatric disease, patients` compliance or even prognosis may be reduced. Modalities of discharge after surgical acute care might differ. METHODS Retrospective study including trauma patients of two urban level 1 trauma centers between 2013 and 2017. Data originally collected for quality management using the German trauma registry were supplemented after review of medical charts with details on psychiatric disease and discharge modalities. RESULTS We included 2118 consecutive patients of which 108 (5%) attempted suicide. Most common psychiatric diagnosis were depression (38%) and schizophrenia (25.9%). Comparing patients after suicide attempt with others, suicide attempt was associated with a younger age (42.3 vs. 49.0 years), a higher injury severity (mean ISS 24.7 vs. 16.8) and consecutively, a higher expected mortality (risk-adjusted prognosis for mortality 18.0 vs. 8.1%), while observed mortality was lower than expected in both groups (16.7 vs. 6.4%). Survivors after suicide attempt had a longer stay on ICU (mean days on ICU 17 vs. 7). 56% were transferred to psychiatric facilities and only 4% could be discharged home after acute surgical care. CONCLUSION Incidence of suicide attempts among major trauma patients is high. Mean injury severity is higher than in unintended trauma and associated with a prolonged stay on intensive care unit even after adjustment for injury severity and age. Risk-adjusted mortality is not increased. Proportion of patients discharged home or to out-patient rehabilitation is very low. Specialized institutions who offer both, musculoskeletal rehabilitation and psychiatric care are required for rehabilitative treatment after the acute surgical care.
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Affiliation(s)
- André Nohl
- Department of Trauma Surgery, BG Klinikum Duisburg, Duisburg, Germany.
- University Duisburg - Essen, Essen, Germany.
| | - Tobias Ohmann
- Department of Research, BG Klinikum Duisburg, Duisburg, Germany
| | - Oliver Kamp
- Department of Trauma, Hand and Reconstructive Surgery, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Christian Waydhas
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Bochum, Germany
- Medical Faculty, University Duisburg - Essen, Essen, Germany
| | - Thomas A Schildhauer
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Bochum, Germany
| | - Marcel Dudda
- Department of Trauma, Hand and Reconstructive Surgery, University Hospital Essen, University Duisburg-Essen, Essen, Germany
| | - Uwe Hamsen
- Department of General and Trauma Surgery, BG University Hospital Bergmannsheil, Bochum, Germany
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20
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Effect of Height of Fall on Mortality in Patients with Fall Accidents: A Retrospective Cross-Sectional Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17114163. [PMID: 32545236 PMCID: PMC7312001 DOI: 10.3390/ijerph17114163] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2020] [Revised: 06/02/2020] [Accepted: 06/09/2020] [Indexed: 12/03/2022]
Abstract
Background: Accidental falls are a common cause of injury and deaths. Both ground-level falls (GLF) and non-GLF may lead to significant morbidity or mortality. This study aimed to explore the relationship between height of falls and mortality. Method: This is a retrospective study based on the data from a registered trauma database and included 8699 adult patients who were hospitalized between 1 January 2009 and 31 December 2017 for the treatment of fall-related injuries. Study subjects were divided into three groups of two categories based on the height of fall: GLF (group I: < 1 m) and non-GLF (group II: 1–6 m and group III: > 6 m). The primary outcome was in-hospital mortality. The adjusted odds ratio (AOR) of mortality adjusted for age, sex, and comorbidities with or without an injury severity score (ISS) was calculated using multiple logistic regression. Results: Among the 7001 patients in group I, 1588 in group II, and 110 in group III, patients in the GLF group were older, predominantly female, had less intentional injuries, and had more pre-existing comorbidities than those in the non-GLF group. The patients in the non-GLF group had a significantly lower Glasgow Coma Scale (GCS), a higher injury severity score (ISS), worse physiological responses, and required more procedures performed in the emergency department. The mortality rate for the patients in group I, II, and III were 2.5%, 3.5%, and 5.5%, respectively. After adjustment by age, sex, and comorbidities, group II and group III patients had significantly higher adjusted odds of mortality than group I patients (AOR 2.2, 95% CI 1.64–2.89, p < 0.001 and AOR 2.5, 95% CI 1.84–3.38, p < 0.001, respectively). With additional adjustment by ISS, group II did not have significantly higher adjusted odds of mortality than group I patients (AOR 1.4, 95% CI 0.95–2.22, p = 0.082), but group III patients still had significantly higher adjusted odds of mortality than group I patients (AOR 10.0, 95% CI 2.22–33.33, p = 0.002). Conclusion: This study suggested that patients who sustained GLF and non-GLF were distinct groups of patients, and the height of fall did have an impact on mortality in patients of fall accidents. A significantly higher adjusted odds of mortality was found in the GLF group than in the non-GLF group after adjusting for age, sex, and comorbidities.
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21
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Padrón-Monedero A, Pastor-Barriuso R, García López FJ, Martínez Martín P, Damián J. Falls and long-term survival among older adults residing in care homes. PLoS One 2020; 15:e0231618. [PMID: 32379771 PMCID: PMC7205288 DOI: 10.1371/journal.pone.0231618] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Accepted: 03/28/2020] [Indexed: 12/01/2022] Open
Abstract
Objectives To assess the association between having suffered a fall in the month prior to interview and long-term overall survival in nursing-home residents. Methods Retrospective cohort study conducting an overall survival follow-up of 689 representative nursing-home residents from Madrid, Spain. Residents lived in three types of facilities: public, subsidized and private and its information was collected by interviewing the residents, caregivers and/or facility physicians. Residents contributed to follow-up time from their baseline interviews until death or being censored at the end of the 5-year follow-up period. The association between suffering a fall during the month prior to interview and long-term overall survival was analyzed using Cox proportional hazards models. To adjust for potential confounders we used progressive adjusted models. We then repeated the analyses with severity of the fall (no fall, non-severe, severe) as the main independent variable. Results After a 2408 person-year follow-up (median 4.5 years), 372 participants had died. In fully-adjusted models, residents who had suffered any kind of fall in the previous month showed virtually the same survival rates compared to non-fallers (hazard ratio (HR) = 1.03; 95% CI = 0.75–1.40). There was a weak graded relationship between increased fall severity and survival rates for the non-severe fall group (HR = 0.92; 95% CI = 0.58–1.45) and the severe fall group (HR = 1.36; 95% CI = 0.73–2.53) compared with residents who had not suffered any kind of fall. The hazard ratios for severe falls were higher in men, residents with less comorbidity, fewer medications, and those functionally independent. Conclusion We found no associations between having suffered a fall in the month prior to interview and long-term survival; neither did we find a marked association when severity of fall was accounted for in the whole population. In some subgroups, however, the results merit further scrutiny.
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Affiliation(s)
- Alicia Padrón-Monedero
- National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain
- Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid/ IdiPAZ, Madrid, Spain
- Consortium for Biomedical Research in Neurodegenerative Diseases (Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas—CIBERNED), Madrid, Spain
| | - Roberto Pastor-Barriuso
- National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain
- Consortium for Biomedical Research in Epidemiology and Public Health (Centro de Investigación Biomédica en Red en Epidemiología y Salud Pública—CIBERESP), Madrid, Spain
| | - Fernando J. García López
- National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain
- Consortium for Biomedical Research in Neurodegenerative Diseases (Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas—CIBERNED), Madrid, Spain
| | - Pablo Martínez Martín
- National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain
- Consortium for Biomedical Research in Neurodegenerative Diseases (Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas—CIBERNED), Madrid, Spain
| | - Javier Damián
- National Centre for Epidemiology, Carlos III Institute of Health, Madrid, Spain
- Consortium for Biomedical Research in Neurodegenerative Diseases (Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas—CIBERNED), Madrid, Spain
- * E-mail:
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22
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Wei WE, De Silva DA, Chang HM, Yao J, Matchar DB, Young SHY, See SJ, Lim GH, Wong TH, Venketasubramanian N. Post-stroke patients with moderate function have the greatest risk of falls: a National Cohort Study. BMC Geriatr 2019; 19:373. [PMID: 31878876 PMCID: PMC6933903 DOI: 10.1186/s12877-019-1377-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 12/08/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Stroke patients have increased risks of falls. We examined national registry data to evaluate the association between post-stroke functional level and the risk of low falls among post-stroke patients. METHODS This retrospective cohort study analyzed data from national registries to examine the risk factors for post-stroke falls. Data for patients who suffered ischemic strokes and survived the index hospital admission was obtained from the Singapore National Stroke Registry and matched to the National Trauma Registry, from 2011 to 2015. The primary outcome measure was a low fall (fall height ≤ 0.5 m). Competing risk analysis was performed to examine the association between functional level (by modified Rankin score [mRS] at discharge) and the risk of subsequent low falls. RESULTS In all, 2255 patients who suffered ischemic strokes had recorded mRS. The mean age was 66.6 years and 58.5% were men. By the end of 2015, 54 (2.39%) had a low fall while 93 (4.12%) died. After adjusting for potential confounders, mRS was associated with fall risk with an inverted U-shaped relationship. Compared to patients with a score of zero, the sub-distribution hazard ratio (SHR) increased to a maximum of 3.42 (95%CI:1.21-9.65, p = 0.020) for patients with a score of 2. The SHR then declined to 2.45 (95%CI:0.85-7.12, p = 0.098), 2.86 (95%CI:0.95-8.61, p = 0.062) and 1.93 (95%CI:0.44-8.52, p = 0.38) for patients with scores of 3, 4 and 5 respectively. CONCLUSIONS An inverted U-shaped relationship between functional status and fall risk was observed. This is consistent with the complex interplay between decreasing mobility (hence decreased opportunity to fall) and increasing susceptibility to falls. Fall prevention intervention could be targeted accordingly. (263 words).
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Affiliation(s)
- Wycliffe E Wei
- Health Services Research Unit, Singapore General Hospital, Level 4, 226 Outram Road, Singapore, 169039, Singapore
| | - Deirdre A De Silva
- Department of Neurology (Singapore General Hospital Campus), National Neuroscience Institute, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore.,Duke-NUS Medical School, Singapore, 8 College Road, Singapore, 169857, Singapore
| | - Hui Meng Chang
- Department of Neurology (Singapore General Hospital Campus), National Neuroscience Institute, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore
| | - Jiali Yao
- Saw Swee Hock School of Public Health, National University of Singapore, 12 Science Drive 2, #10-01, Singapore, 117549, Singapore
| | - David B Matchar
- Health Services & Systems Research, Duke-National University of Singapore Medical School, Singapore, 8 College Road, Singapore, 169857, Singapore.,Center for Clinical Health Policy, Duke University Medical Center, Durham, North Carolina, USA.,Duke University Medical Center, Durham, North Carolina, 27710, USA
| | - Sherry H Y Young
- Department of Rehabilitation Medicine, Changi General Hospital, 2 Simei Street 3, Singapore, 529889, Singapore
| | - Siew Ju See
- Department of Neurology (Singapore General Hospital Campus), National Neuroscience Institute, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore.,Duke-NUS Medical School, Singapore, 8 College Road, Singapore, 169857, Singapore
| | - Gek Hsiang Lim
- Health Promotion Board, 3 Second Hospital Avenue, Singapore, 168937, Singapore
| | - Ting Hway Wong
- Duke-NUS Medical School, Singapore, 8 College Road, Singapore, 169857, Singapore. .,Department of General Surgery, Singapore General Hospital, General Hospital, Outram Road, Singapore, 169608, Singapore.
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23
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Mat Jais IS, Nadkarni NV, NG YS, Seow DCC, Wong TH. Investigating the functional grip strength of elderly fallers in Singapore. PROCEEDINGS OF SINGAPORE HEALTHCARE 2019. [DOI: 10.1177/2010105819869361] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Background:Static grip strength has been a reliable method for assessing the functional capacity of the individual and can be a useful marker for identifying elderly people at risk of functional deterioration leading to a fall. However, static grip strength alone may not represent the true maximum strength that an individual could exert in his/her daily life, especially if the task requires simultaneous forces from gripping and a forearm twisting action, which is termed as functional isometric grip strength. Hence, the objectives of this study were to determine the differences in the fallers’ grip strengths at static-neutral grip position and during isometric forearm pronation/supination, as well as the differences between the maximum and sustained isometric grip strengths.Methods:Data were analysed from 31 elderly people (11 males and 20 females) aged 70 and over. Using a custom-made hand strength measurement device, three measurements were taken: (1) grip strength in neutral forearm position; (2) grip strength during isometric forearm pronation; and (3) grip strength during isometric forearm supination.Results:Elderly fallers could only achieve approximately 60%–80% of the maximum normative strength. Additionally, it was found that their functional isometric grip strengths were generally weaker than their static maximal grip strength, especially during isometric supination as either maximum or sustained isometric supination grip strengths (Dominant hand: 10.6 kg and 8.5 kg, respectively (males); 6.0 kg and 4.4 kg, respectively (females)).Conclusion:Elderly fallers are weaker when their grip is subjected to additional torque, endurance or both. Hence, these findings have potential implications for designing better screening tools for the geriatric population.
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Affiliation(s)
| | | | - Yee Sien NG
- Department of Rehabilitation Medicine, Singapore General Hospital, Singapore
| | | | - Ting Hway Wong
- Duke-National University of Singapore Medical School, Singapore
- Department of General Surgery, Singapore General Hospital, Singapore
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24
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Cubitt M, Downie E, Shakerian R, Lange PW, Cole E. Timing and methods of frailty assessments in geriatric trauma patients: A systematic review. Injury 2019; 50:1795-1808. [PMID: 31376920 DOI: 10.1016/j.injury.2019.07.026] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2019] [Revised: 07/19/2019] [Accepted: 07/22/2019] [Indexed: 02/02/2023]
Abstract
INTRODUCTION The trauma population is aging and better prognostic measures for geriatric trauma patients are required. Frailty rather than age appears to be associated with poor outcomes. This systematic review aimed to identify the optimum frailty assessment instrument and timing of assessment in patients aged over 65 years admitted to hospital after traumatic injury. The secondary aim was to evaluate outcomes associated with frailty in elderly trauma populations. METHODS This systematic review was registered with the PROSPERO International Prospective Register of Systematic Reviews (CRD42018090620). A MEDLINE and EMBASE literature search was conducted from inception to June 2019 combining the concepts of injury, geriatric, frailty, assessment and prognosis. Included studies were in patients 65 years or older hospitalised after injury and exposed to an instrument meeting consensus definition for frailty assessment. Study quality was assessed using criteria for review of prognostic studies combined with a GRADE approach. RESULTS Twenty-eight papers met inclusion criteria. Twenty-eight frailty or component instruments were reported, and assessments of pre-injury frailty were made up to 1-year post injury. Pre-injury frailty prevalence varied from 13% (13/100) to 94% (17/18), with in-hospital mortality rates from 2% (5/250) to 33% (6/18). Eleven studies found an association between frailty and mortality. Eleven studies reported an association between frailty and a composite outcome of mortality and adverse discharge destination. Generalisability and assessment of strength of associations was limited by single centre studies with inconsistent findings and overlapping cohorts. CONCLUSIONS Associations between frailty and adverse outcomes including mortality in geriatric trauma patients were demonstrated despite a range of frailty instruments, administering clinicians, time of assessment and data sources. Although evidence gaps remain, incorporating frailty assessment into trauma systems is likely to identify geriatric patients at risk of adverse outcomes. Consistency in frailty instruments and long-term geriatric specific outcome measures will improve research relevance. LEVEL OF EVIDENCE Level III prognostic.
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Affiliation(s)
- Mya Cubitt
- Department of Emergency Medicine, The Royal Melbourne Hospital, VIC, Australia.
| | - Emma Downie
- Trauma Service, The Royal Melbourne Hospital, VIC, Australia
| | - Rose Shakerian
- Trauma Service, The Royal Melbourne Hospital, VIC, Australia
| | - Peter W Lange
- Department of Medicine and Aged Care, The Royal Melbourne Hospital, VIC, Australia
| | - Elaine Cole
- Centre for Trauma Sciences, Blizard Institute, Queen Mary University of London, England
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25
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Gratza SK, Chocano-Bedoya PO, Orav EJ, Fischbacher M, Freystätter G, Theiler R, Egli A, Kressig RW, Kanis JA, Bischoff-Ferrari HA. Influence of fall environment and fall direction on risk of injury among pre-frail and frail adults. Osteoporos Int 2019; 30:2205-2215. [PMID: 31377914 DOI: 10.1007/s00198-019-05110-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/17/2019] [Accepted: 07/24/2019] [Indexed: 12/29/2022]
Abstract
UNLABELLED In this prospective study, half of all falls resulted in injury. Pre-frail adults sustained more injuries, while more frail adults had injuries requiring hospitalization or fractures. Pre-frail adults fell more often when in movement compared with frail adults who fell more often when standing and in indoor public spaces. PURPOSE To assess prospectively how fall environment and direction are related to injury among pre-frail and frail adults. METHODS We included 200 community-dwelling adults with a prior fall (pre-frail, mean age 77 years) and 173 adults with acute hip fracture (frail, mean age 84 years; 77% community-dwelling). Falls were prospectively recorded using standardized protocols in monthly intervals, including date, time, fall direction and environment, and injury. We used logistic regression to assess the odds of injury adjusting for age, body mass index (BMI), and gender. RESULTS We recorded 513 falls and 331 fall-related injuries (64.5%) among the 373 participants. While the fall rate was similar between groups, pre-frail adults had more injuries (71% among pre-frail vs. 56% among frail, p = 0.0004) but a lower incidence of major injuries (9% among pre-frail vs. 27% among frail, p = 0.003). Pre-frail adults fell more often while in movement (84% among pre-frail vs. 55% among frail, p < 0.0001), and frail adults fell more often while standing (26% vs. 15% respectively, p = 0.01). The odds of injury among frail adults was increased 3.3-fold when falling sideways (OR = 3.29, 95% CI = 1.68-6.45) and 2.4-fold when falling in an indoor public space (OR = 2.35, 95% CI = 1.00-5.53), and was reduced when falling at home (OR = 0.55, 95% CI = 0.31-0.98). The odds of injury among pre-frail adults was not influenced by environment and was 53% lower when falling backwards (OR = 0.47, 95% CI = 0.26-0.82). CONCLUSION While pre-frail adults sustain more fall-related injuries, frail adults were more likely to sustain major injuries, especially when falling sideways or outside their home.
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Affiliation(s)
- S K Gratza
- Centre on Aging and Mobility, University Hospital Zurich, Waid City Hospital, and University of Zurich, Zurich, Switzerland
- Basel University Medicine of Aging, Felix-Platter Spital, Basel, Switzerland
| | - P O Chocano-Bedoya
- Centre on Aging and Mobility, University Hospital Zurich, Waid City Hospital, and University of Zurich, Zurich, Switzerland
| | - E J Orav
- Department of Biostatistics, Harvard School of Public Health, Boston, MA, USA
| | - M Fischbacher
- Centre on Aging and Mobility, University Hospital Zurich, Waid City Hospital, and University of Zurich, Zurich, Switzerland
- School of Allied Health Sciences, Griffith University, Gold Coast, Australia
| | - G Freystätter
- Centre on Aging and Mobility, University Hospital Zurich, Waid City Hospital, and University of Zurich, Zurich, Switzerland
- Department of Geriatrics and Aging Research, University Hospital Zurich, Raemistrasse 101, 8091, Zurich, Switzerland
| | - R Theiler
- Centre on Aging and Mobility, University Hospital Zurich, Waid City Hospital, and University of Zurich, Zurich, Switzerland
- Department of Geriatrics and Aging Research, University Hospital Zurich, Raemistrasse 101, 8091, Zurich, Switzerland
| | - A Egli
- Centre on Aging and Mobility, University Hospital Zurich, Waid City Hospital, and University of Zurich, Zurich, Switzerland
| | - R W Kressig
- Basel University Medicine of Aging, Felix-Platter Spital, Basel, Switzerland
| | - J A Kanis
- Mary McKillop Health Institute, Australian Catholic University, Melbourne, Australia
- Centre of Metabolic Bone Diseases, University of Sheffield Medical School, Sheffield, UK
| | - H A Bischoff-Ferrari
- Centre on Aging and Mobility, University Hospital Zurich, Waid City Hospital, and University of Zurich, Zurich, Switzerland.
- Department of Geriatrics and Aging Research, University Hospital Zurich, Raemistrasse 101, 8091, Zurich, Switzerland.
- University Clinic for Acute Geriatric Care, City Hospital Waid, Zurich, Switzerland.
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26
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Tan AL, Nadkarni N, Wong TH. The price of personal mobility: burden of injury and mortality from personal mobility devices in Singapore - a nationwide cohort study. BMC Public Health 2019; 19:880. [PMID: 31272425 PMCID: PMC6610990 DOI: 10.1186/s12889-019-7210-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2018] [Accepted: 06/20/2019] [Indexed: 06/20/2023] Open
Abstract
BACKGROUND Personal mobility devices (PMDs) like skate-scooters, electric bicycles (e-bikes) or motorised scooters (e-scooters) have become widely available globally. There are several studies describing the rising incidence of injury from such devices. The aim of our study was to examine PMD user factors between motorised (MotPMDs) vs non-motorised PMDs (NonPMDs) as risk factors for severe injury and the need for hospital admission. METHODS We analysed de-identified National Trauma Registry data (2015 to 2017) from all public sector hospitals in Singapore for patients aged 12 and above presenting to emergency departments with PMD-related injuries. Multivariable logistic regression was used to identify risk factors for the primary outcome of interest (higher injury severity, defined as Injury Severity Score / ISS > =9), and the secondary outcome of interest (need for hospital admission). Additional subgroup analysis was conducted comparing only scooters (manual vs electric), the most common sub-type of PMD in our study. RESULTS Of the 614 patients in our study, majority were male (74%), median age 33 years, with 136 (22%) sustaining injuries with ISS > =9; 185 (30%) admitted [median stay length 3 days (IQR: 1-6)] and 93 (15%) required surgery. MotPMDs were more common (480, 78%), with e-scooters being the most common motorised device (393, 64%). There were 6 deaths, all in MotPMD users. On both univariate and multivariable regression, MotPMD users [OR 3.82, 95% CI 1.51-12.9, p = 0.01] and older users (> = 60 years) [OR 9.47, 95% CI 2.45-62.9, p = 0.004] were more likely to sustain injuries with ISS > =9, and more likely to need admission (MotPMD users [OR 1.8, 95% CI 1.04-3.29, p = 0.045], age > =60 years [OR 4.72, 95% CI 1.86-13.0, p = 0.002]). CONCLUSION MotPMDs tripled the risk of severe injury and doubled the risk of requiring hospitalisation, compared to NonPMDs, likely due to higher travelling speeds. Increased age was also associated with severe injury and requiring hospitalisation.
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Affiliation(s)
- Aidan Lyanzhiang Tan
- Preventive Medicine, National University Hospital, 1E Kent Ridge Road, NUHS Tower Block, Level 12, Singapore, 119228, Singapore
| | | | - Nivedita Nadkarni
- Centre for Quantitative Medicine, Duke-National University of Singapore Graduate Medical School, 8 College Rd, Singapore, 169857, Singapore
| | - Ting Hway Wong
- Singapore General Hospital/Duke-National University of Singapore Graduate Medical School, Outram Road, Singapore, 169608, Singapore. .,Department of General Surgery, Singapore General Hospital, Outram Road, Singapore, 169608, Republic of Singapore.
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27
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Zwingmann J, Eberbach H, Strohm PC, Südkamp NP, Lauritsen J, Schmal H. Decision-making, therapy, and outcome in lateral compression fractures of the pelvis - analysis of a single center treatment. BMC Musculoskelet Disord 2019; 20:217. [PMID: 31092220 PMCID: PMC6521455 DOI: 10.1186/s12891-019-2583-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 04/23/2019] [Indexed: 02/16/2023] Open
Abstract
Background Pelvic lateral compression fractures are the most stable of the unstable fractures. Therefore, decision making regarding operative or non-operative therapy is still a matter of debate. Methods Factors, influencing decision making for therapy, were explored based on prospectively collected register data of a single Level-1 trauma center. The analysis included epidemiological records such as age and gender, and injury characterizing parameters such as degree of displacement and the Injury Severity Score (ISS). In-hospital mortality and complications served as short-term outcome variables. After matching for relevant confounders, long-term results were compared between operatively and non-operatively treated patients, evaluating the Merle d’Aubigne and the EQ. 5D-3 L scores. Results Over an 11-year period (2004–14), 134 patients suffered from lateral compression fractures out of 567 pelvic fractures (33%). After excluding patients with clear indications for operation (complex pelvic fractures and pubic symphysis ruptures) and pediatric fractures, 114 patients could be included in the analysis. Sixty-one patients were treated conservatively (54%), 53 with an operation (46%). The operated patients were younger (43.7 vs 58.3 years), had higher ISS (19.9 vs 15.5 points) and fracture displacements (2.3 vs 4.9 mm) (p < 0.001 for all). The length of hospital stay was shorter in the conservatively treated group (12.7 vs 17.3 days, p < 0.02). Although the types of complications were different, the incidence was not. The mortality was less in the operated group (1.9% vs. 6.6%), however, a logistic regression analysis showed that only the ISS was an independent risk factor, but not the type of therapy. Merle d’Aubigne and EQ. 5D-3 L scores were not different in the matched cohorts. Conclusion Decision-making for operative therapy was favored in severely injured young patients with high displacement. However, short- and long-term outcomes showed no difference between operatively and non-operatively treated patients. Trial registration DRKS, no. 00000488. Registered 14th July 2010 - Retrospectively registered
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Affiliation(s)
- J Zwingmann
- Department of Orthopaedics and Trauma Surgery; Faculty of Medicine, Medical Center - Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - H Eberbach
- Department of Orthopaedics and Trauma Surgery; Faculty of Medicine, Medical Center - Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - P C Strohm
- Department of Orthopaedics and Trauma Surgery; Faculty of Medicine, Medical Center - Albert-Ludwigs-University of Freiburg, Freiburg, Germany.,Department of Orthopaedics and Traumatology, Sozialstiftung Bamberg, Klinikum am Bruderwald, Bamberg, Germany
| | - N P Südkamp
- Department of Orthopaedics and Trauma Surgery; Faculty of Medicine, Medical Center - Albert-Ludwigs-University of Freiburg, Freiburg, Germany
| | - J Lauritsen
- Department of Orthopaedics and Traumatology, Odense University Hospital and Department of Clinical Research, University of Southern Denmark, Sdr. Boulevard 29, 5000, Odense C, Denmark
| | - H Schmal
- Department of Orthopaedics and Trauma Surgery; Faculty of Medicine, Medical Center - Albert-Ludwigs-University of Freiburg, Freiburg, Germany. .,Department of Orthopaedics and Traumatology, Odense University Hospital and Department of Clinical Research, University of Southern Denmark, Sdr. Boulevard 29, 5000, Odense C, Denmark.
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28
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Wei WE, Wong CH, Matchar DB, Earnest A, Wah W, Ong MEH, Wong TH. Effect of Housing Type and Neighborhood Socioeconomic Indicators on Survival After Low Falls in Older Adults. J Am Med Dir Assoc 2019; 20:646-649. [PMID: 30797693 DOI: 10.1016/j.jamda.2018.12.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 12/17/2018] [Accepted: 12/19/2018] [Indexed: 10/27/2022]
Affiliation(s)
- Wycliffe E Wei
- Health Services Research Unit, Singapore General Hospital, Singapore
| | - Chek Hooi Wong
- Geriatric Education and Research Institute, Singapore; Department of Geriatric Medicine, Khoo Teck Puat Hospital, Singapore
| | - David B Matchar
- Health Services & Systems Research, Duke-National University of Singapore Medical School, Singapore; Center for Clinical Health Policy, Duke University Medical Center, Durham, NC
| | - Arul Earnest
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Clayton, VIC, Australia
| | - Win Wah
- Unit for Prehospital Emergency Care, Singapore General Hospital, Singapore
| | - Marcus Eng Hock Ong
- Health Services & Systems Research, Duke-National University of Singapore Medical School, Singapore; Department of Emergency Medicine, Singapore General Hospital, Singapore
| | - Ting Hway Wong
- Department of General Surgery, Singapore General Hospital, Singapore; Duke-National University of Singapore Medical School, Singapore
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29
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Wong TH, Wong YJ, Lau ZY, Nadkarni N, Lim GH, Seow DCC, Ong MEH, Tan KB, Nguyen HV, Wong CH. Not All Falls Are Equal: Risk Factors for Unplanned Readmission in Older Patients After Moderate and Severe Injury—A National Cohort Study. J Am Med Dir Assoc 2019; 20:201-207.e3. [DOI: 10.1016/j.jamda.2018.08.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Revised: 08/13/2018] [Accepted: 08/13/2018] [Indexed: 10/28/2022]
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30
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Hall S, Myers MA, Sadek AR, Baxter M, Griffith C, Dare C, Shenouda E, Nader-Sepahi A. Spinal fractures incurred by a fall from standing height. Clin Neurol Neurosurg 2019; 177:106-113. [PMID: 30640139 DOI: 10.1016/j.clineuro.2019.01.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2018] [Revised: 12/03/2018] [Accepted: 01/06/2019] [Indexed: 12/19/2022]
Abstract
OBJECTIVE Falls from standing are common, particularly amongst the aging population, due to declining mobility, proprioception and vision. They are often complicated by fragility fractures, including vertebral fractures, that are associated with significant morbidity and may represent a pre-terminal condition with high one-year mortality rates. PATIENTS AND METHODS A retrospective review of the Trauma Audit and Research Network database for a major trauma centre was conducted for all patients admitted between January 2011 and December 2016. Patients with a spinal fracture and a confirmed fall from standing height were eligible for inclusion. Case notes were reviewed for demographics, Injury Severity Score, Charlson co-morbidity score, treatment, complications and outcomes. RESULTS Of 1408 patients with a spine fracture admitted during the study period, 229 (16.3%) were confirmed to be secondary to a fall from standing height. The average age of this cohort was 76.6 ± 14.5 years and 134 (58.5%) cases were female. The average ISS score was 9.7 ± 5.4. The 229 patients sustained 283 fractures with a distribution of: cervical (n = 140), thoracic (n = 65) and lumbar (n = 78) spine. Fifty-six (24.5%) patients underwent surgical intervention. Forty-three patients (18.7%) died within 6 months of admission and all-cause mortality was significantly higher in patients with increasing age and Charlson co-morbidity score. CONCLUSION Spinal fractures due to a fall from standing height represent one sixth of the fracture workload of the emergency spinal service at a major trauma centre. Whilst the majority of patients can be managed conservatively there are still considerable implications for hospital bed usage and patient mortality.
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Affiliation(s)
- Samuel Hall
- Department of Neurosurgery, Wessex Neurological Centre, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom; Division of Clinical Neurosciences, School of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, United Kingdom.
| | - Matthew A Myers
- Department of Neurosurgery, Wessex Neurological Centre, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom; Division of Clinical Neurosciences, School of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, United Kingdom.
| | - Ahmed-Ramadan Sadek
- Department of Neurosurgery, Wessex Neurological Centre, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom; Division of Clinical Neurosciences, School of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, United Kingdom.
| | - Mark Baxter
- Department of Medicine and Elderly Care, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom.
| | - Colin Griffith
- Department of Neurosurgery, Wessex Neurological Centre, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom; Division of Clinical Neurosciences, School of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, United Kingdom.
| | - Christopher Dare
- Department of Trauma and Orthopaediacs, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom.
| | - Emad Shenouda
- Department of Neurosurgery, Wessex Neurological Centre, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom; Division of Clinical Neurosciences, School of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, United Kingdom.
| | - Ali Nader-Sepahi
- Department of Neurosurgery, Wessex Neurological Centre, University Hospital Southampton NHS Foundation Trust, Tremona Road, Southampton, SO16 6YD, United Kingdom; Division of Clinical Neurosciences, School of Medicine, University of Southampton, Tremona Road, Southampton, SO16 6YD, United Kingdom.
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Tan AL, Chiong Y, Nadkarni N, Cheng JYX, Chiu MT, Wong TH. Predictors of Change in Functional Outcome at six months and twelve months after Severe Injury: A Retrospective Cohort Study. World J Emerg Surg 2018; 13:57. [PMID: 30524498 PMCID: PMC6276158 DOI: 10.1186/s13017-018-0217-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Accepted: 11/14/2018] [Indexed: 02/03/2023] Open
Abstract
Background There is increasing focus on long-term survival, function and quality-of-life for trauma patients. There are few studies tracking longitudinal changes in functional outcome over time. The goal of our study was to compare the Glasgow Outcome Scale-Extended (GOSE) at 6 months and 12 months in blunt trauma survivors with an Injury Severity Score (ISS) of more than 15. Methods Using the Singapore National Trauma Registry 2011–2013, patients with 6-month GOSE and 12-month GOSE scores were analysed. Patients were grouped into three categories—those with the same score at 6 months and 12 months, an improvement in score, and a worse score at 12 months. Ordinal regression was used to identify risk factors for improved score. Patients with missing scores at either 6 months or 12 months were excluded. Results We identified 478 patients: 174 had an improvement in score, 233 stayed the same, and 71 had worse scores at 12 months compared to 6 months. On univariate ordinal regression, the following variables were associated with same or better function at 12-months compared to 6-months: male gender, being employed pre-injury, thoracic Abbreviated Injury Scale (AIS) of 3 or more, anatomical polytrauma (AIS of 3 or more in 2 or more body regions), and road traffic injury mechanism. Older age, low fall, increasing Charlson comorbidity scores, new injury severity score, and head and neck AIS of 3 or more were associated with worse function at 12 months compared to 6 months. ISS and revised trauma score were not significant predictors on univariate or multivariable analysis. On multivariable ordinal regression, motor vehicle mechanism (OR 2.78, 1.51–5.12, p = 0.001) was associated with improved function, while male gender (OR 1.36, 95% CI 1.02–1.82, p = 0.039) predicted improved function at 12 months. Conclusions Females experience worse functional outcomes at 12 months, potentially due to majority of female injuries being low falls in the elderly. In contrast, motor vehicle injury patients had better functional outcomes at 12 months. Additional interventional strategies for high-risk groups should be explored.
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Affiliation(s)
- Aidan Lyanzhiang Tan
- 1Preventive Medicine, National University Hospital, Singapore, Singapore.,2Health Services Research Unit, Singapore General Hospital, Singapore, Singapore
| | - Yi Chiong
- 3Department of Rehabilitation Medicine, Singapore General Hospital, Singapore, Singapore
| | - Nivedita Nadkarni
- 4Centre for Quantitative Medicine, Duke-NUS Graduate Medical School, Singapore, Singapore
| | | | - Ming Terk Chiu
- 5National Trauma Unit, Tan Tock Seng Hospital, Singapore, Singapore.,6Department of General Surgery, Tan Tock Seng Hospital, Singapore, Singapore
| | - Ting Hway Wong
- 7General and Trauma Surgery, Singapore General Hospital, Singapore, Singapore.,8Health Services and Systems Research, Duke-NUS Graduate Medical School, Singapore, Singapore
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Abstract
STUDY DESIGN A retrospective epidemiological study. OBJECTIVE To reveal the long-term survival and causes of death after traumatic spinal fracture (TSF) and to determine the possible factors predicting death. SUMMARY OF BACKGROUND DATA Increased mortality following osteoporotic spinal fracture has been represented in several studies. Earlier studies concerning mortality after TSF have focused on specific types of fractures, or else only the mortality of the acute phases has been documented. In-hospital mortality has varied between 0.1% and 4.1%. METHODS The study sample of 947 patients including all patients with TSF admitted to Oulu University Hospital, Finland, between January 1, 2007 and December 31, 2011. TSFs were identified using International Classification of Diseases 10th revision or Nordic Classification of Surgical Procedures codes and all patient records were manually reviewed. Times and causes of death, obtained from Statistics Finland's Archive of Death Certificates, were available until the end 2016 and 2015, respectively. RESULTS At the end of the follow-up 227 (24.0%) had died. Mortality was 6.8% after the first year and 19.1% after 5 years. Mortality was increased in all age groups compared with the general population, 1-year standardized mortality ratios ranging from 3.1 in over 65-year-olds to 19.8 in under 30-year-olds. In age groups of 50 to 64 years and over 65 years, the most important risk factors for death were males with hazard ratios of 3.0 and 1.6, respectively, and low fall as trauma mechanism with hazard ratios of 9.4 and 10.2, respectively. CONCLUSION Traumatic spinal fractures are associated with increased mortality compared with the general population, high mortality focusing especially on older people and men. The increase seems to be comparable to the increase following hip fracture. Patients who sustain spinal fracture due to falling need special attention in care, due to the observation that low fall as trauma mechanism increased the risk of death significantly. LEVEL OF EVIDENCE 3.
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Bernhard FP, Sartor J, Bettecken K, Hobert MA, Arnold C, Weber YG, Poli S, Margraf NG, Schlenstedt C, Hansen C, Maetzler W. Wearables for gait and balance assessment in the neurological ward - study design and first results of a prospective cross-sectional feasibility study with 384 inpatients. BMC Neurol 2018; 18:114. [PMID: 30115021 PMCID: PMC6094895 DOI: 10.1186/s12883-018-1111-7] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 07/26/2018] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Deficits in gait and balance are common among neurological inpatients. Currently, assessment of these patients is mainly subjective. New assessment options using wearables may provide complementary and more objective information. METHODS In this prospective cross-sectional feasibility study performed over a four-month period, all patients referred to a normal neurology ward of a university hospital and aged between 40 and 89 years were asked to participate. Gait and balance deficits were assessed with wearables at the ankles and the lower back. Frailty, sarcopenia, Parkinsonism, depression, quality of life, fall history, fear of falling, physical activity, and cognition were evaluated with questionnaires and surveys. RESULTS Eighty-two percent (n = 384) of all eligible patients participated. Of those, 39% (n = 151) had no gait and balance deficit, 21% (n = 79) had gait deficits, 11% (n = 44) had balance deficits and 29% (n = 110) had gait and balance deficits. Parkinson's disease, stroke, epilepsy, pain syndromes, and multiple sclerosis were the most common diseases. The assessment was well accepted. CONCLUSIONS Our study suggests that the use of wearables for the assessment of gait and balance features in a clinical setting is feasible. Moreover, preliminary results confirm previous epidemiological data about gait and balance deficits among neurological inpatients. Evaluation of neurological inpatients with novel wearable technology opens new opportunities for the assessment of predictive, progression and treatment response markers.
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Affiliation(s)
- Felix P. Bernhard
- Department of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University Tübingen, 72076 Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tuebingen, Germany
| | - Jennifer Sartor
- Department of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University Tübingen, 72076 Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tuebingen, Germany
| | - Kristina Bettecken
- Department of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University Tübingen, 72076 Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tuebingen, Germany
| | - Markus A. Hobert
- Department of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University Tübingen, 72076 Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tuebingen, Germany
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, Arnold-Heller-Str. 3, Haus 41, 24105 Kiel, Germany
| | - Carina Arnold
- Department of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University Tübingen, 72076 Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tuebingen, Germany
| | - Yvonne G. Weber
- Department of Neurology and Epileptology, University Tübingen, 72076 Tübingen, Germany
| | - Sven Poli
- Department of Neurology & Stroke, University Hospital Tübingen, Tübingen, Germany
| | - Nils G. Margraf
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, Arnold-Heller-Str. 3, Haus 41, 24105 Kiel, Germany
| | - Christian Schlenstedt
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, Arnold-Heller-Str. 3, Haus 41, 24105 Kiel, Germany
| | - Clint Hansen
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, Arnold-Heller-Str. 3, Haus 41, 24105 Kiel, Germany
| | - Walter Maetzler
- Department of Neurology and Neurodegenerative Diseases and Hertie Institute for Clinical Brain Research, University Tübingen, 72076 Tübingen, Germany
- DZNE, German Center for Neurodegenerative Diseases, Tuebingen, Germany
- Department of Neurology, University Hospital Schleswig-Holstein, Campus Kiel, Arnold-Heller-Str. 3, Haus 41, 24105 Kiel, Germany
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Pham MH, Warmerdam E, Elshehabi M, Schlenstedt C, Bergeest LM, Heller M, Haertner L, Ferreira JJ, Berg D, Schmidt G, Hansen C, Maetzler W. Validation of a Lower Back "Wearable"-Based Sit-to-Stand and Stand-to-Sit Algorithm for Patients With Parkinson's Disease and Older Adults in a Home-Like Environment. Front Neurol 2018; 9:652. [PMID: 30158894 PMCID: PMC6104484 DOI: 10.3389/fneur.2018.00652] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Accepted: 07/20/2018] [Indexed: 01/17/2023] Open
Abstract
Introduction: Impaired sit-to-stand and stand-to-sit movements (postural transitions, PTs) in patients with Parkinson's disease (PD) and older adults (OA) are associated with risk of falling and reduced quality of life. Inertial measurement units (IMUs, also called "wearables") are powerful tools to monitor PT kinematics. The purpose of this study was to develop and validate an algorithm, based on a single IMU positioned at the lower back, for PT detection and description in the above-mentioned groups in a home-like environment. Methods: Four PD patients (two with dyskinesia) and one OA served as algorithm training group, and 21 PD patients (16 without and 5 with dyskinesia) and 11 OA served as test group. All wore an IMU on the lower back and were videotaped while performing everyday activities for 90-180 min in a non-standardized home-like environment. Accelerometer and gyroscope signals were analyzed using discrete wavelet transformation (DWT), a six degrees-of-freedom (DOF) fusion algorithm and vertical displacement estimation. Results: From the test group, 1,001 PTs, defined by video reference, were analyzed. The accuracy of the algorithm for the detection of PTs against video observation was 82% for PD patients without dyskinesia, 47% for PD patients with dyskinesia and 85% for OA. The overall accuracy of the PT direction detection was comparable across groups and yielded 98%. Mean PT duration values were 1.96 s for PD patients and 1.74 s for OA based on the algorithm (p < 0.001) and 1.77 s for PD patients and 1.51 s for OA based on clinical observation (p < 0.001). Conclusion: Validation of the PT detection algorithm in a home-like environment shows acceptable accuracy against the video reference in PD patients without dyskinesia and controls. Current limitations are the PT detection in PD patients with dyskinesia and the use of video observation as the video reference. Potential reasons are discussed.
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Affiliation(s)
- Minh H Pham
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany.,Digital Signal Processing and System Theory, Faculty of Engineering, Kiel University, Kiel, Germany
| | - Elke Warmerdam
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany.,Digital Signal Processing and System Theory, Faculty of Engineering, Kiel University, Kiel, Germany
| | - Morad Elshehabi
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany.,Department of Neurodegeneration, Center for Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Christian Schlenstedt
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Lu-Marie Bergeest
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Maren Heller
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Linda Haertner
- Department of Neurodegeneration, Center for Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.,DZNE, German Center for Neurodegenerative Diseases, Tübingen, Germany
| | - Joaquim J Ferreira
- Clinical Pharmacology Unit, Instituto de Medicina Molecular, Lisbon, Portugal.,Laboratory of Clinical Pharmacology and Therapeutics, Faculty of Medicine, University of Lisbon, Lisbon, Portugal
| | - Daniela Berg
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany.,Department of Neurodegeneration, Center for Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
| | - Gerhard Schmidt
- Digital Signal Processing and System Theory, Faculty of Engineering, Kiel University, Kiel, Germany
| | - Clint Hansen
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany
| | - Walter Maetzler
- Department of Neurology, University Hospital Schleswig-Holstein, Kiel University, Kiel, Germany.,Department of Neurodegeneration, Center for Neurology, Hertie Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany
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Wong TH, Nadkarni NV, Nguyen HV, Lim GH, Matchar DB, Seow DCC, King NKK, Ong MEH. One-year and three-year mortality prediction in adult major blunt trauma survivors: a National Retrospective Cohort Analysis. Scand J Trauma Resusc Emerg Med 2018; 26:28. [PMID: 29669572 PMCID: PMC5907285 DOI: 10.1186/s13049-018-0497-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 04/10/2018] [Indexed: 11/10/2022] Open
Abstract
Background Survivors of trauma are at increased risk of dying after discharge. Studies have found that age, head injury, injury severity, falls and co-morbidities predict long-term mortality. The objective of our study was to build a nomogram predictor of 1-year and 3-year mortality for major blunt trauma adult survivors of the index hospitalization. Methods Using data from the Singapore National Trauma Registry, 2011–2013, we analyzed adults aged 18 and over, admitted after blunt injury, with an injury severity score (ISS) of 12 or more, who survived the index hospitalization, linked to death registry data. The study population was randomly divided 60/40 into separate construction and validation datasets, with the model built in the construction dataset, then tested in the validation dataset. Multivariable logistic regression was used to analyze 1-year and 3-year mortality. Results Of the 3414 blunt trauma survivors, 247 (7.2%) died within 1 year, and 551 (16.1%) died within 3 years of injury. Age (OR 1.06, 95% CI 1.05–1.07, p < 0.001), male gender (OR 1.53, 95% CI 1.12–2.10, p < 0.01), low fall from 0.5 m or less (OR 3.48, 95% CI 2.06–5.87, p < 0.001), Charlson comorbidity index of 2 or more (OR 2.26, 95% CI 1.38–3.70, p < 0.01), diabetes (OR 1.31, 95% CI 1.68–2.52, p = 0.04), cancer (OR 1.76, 95% CI 0.94–3.32, p = 0.08), head and neck AIS 3 or more (OR 1.79, 95% CI 1.13–2.84, p = 0.01), length of hospitalization of 30 days or more (OR 1.99, 95% CI 1.02–3.86, p = 0.04) were predictors of 1-year mortality. This model had a c-statistic of 0.85. Similar factors were found significant for the model predictor of 3-year mortality, which had a c-statistic of 0.83. Both models were validated on the second dataset, with an overall accuracy of 0.94 and 0.84 for 1-year and 3-year mortality respectively. Conclusions Adult survivors of major blunt trauma can be risk-stratified at discharge for long-term support.
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Affiliation(s)
- Ting Hway Wong
- Department of General Surgery, Singapore General Hospital / Duke-National University of Singapore Medical School, Outram Road, Singapore, 169608, Republic of Singapore.
| | | | - Hai V Nguyen
- School of Pharmacy, Memorial University of Newfoundland, St. John's, Canada
| | - Gek Hsiang Lim
- National Registry of Diseases Office, Health Promotion Board, Singapore, Singapore
| | | | - Dennis Chuen Chai Seow
- Department of Geriatric Medicine, Singapore General Hospital / Duke-National University of Singapore Medical School, Singapore, Singapore
| | - Nicolas K K King
- Department of Neurosurgery, National Neuroscience Institute, Singapore, Singapore
| | - Marcus Eng Hock Ong
- Department of Emergency Medicine, Singapore General Hospital / Duke-National University of Singapore Medical School, Singapore, Singapore
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Woo MT, Davids K, Liukkonen J, Chow JY, Jaakkola T. Falls, Cognitive Function, and Balance Profiles of Singapore Community-Dwelling Elderly Individuals: Key Risk Factors. Geriatr Orthop Surg Rehabil 2017; 8:256-262. [PMID: 29318089 PMCID: PMC5755848 DOI: 10.1177/2151458517745989] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2017] [Revised: 09/16/2017] [Accepted: 10/26/2017] [Indexed: 11/17/2022] Open
Abstract
Objective: This study compared occurrence of falls, cognitive function, and balance profiles across participants in elderly age categories, investigating associations between the 3 aspects in a sample of Singapore’s elderly population. Method: Community-dwelling elderly individuals (N = 385) were randomly recruited and grouped into “young-old (65-74 years),” “medium-old (75-84 years),” and “oldest-old (above 85 years)” groups. The Fallproof Health and Activity questionnaire, adapted Mini-Mental State Examination (MMSE), and Berg Balance Scale (BBS) tests were used to survey information related to falls, cognition, and balance profiles. Results: Findings revealed significant differences in MMSE and BBS scores across the age groups. Participants with mild cognitive impairment (odds ratio [OR] = 1.87, 95% confidence interval [CI] = 1.08-3.25) and BBS score ≤40 (OR = 0.25, 95% CI = 0.14-0.46) were at the highest risk of falling. Conclusion: Community-dwelling elderly individuals with subtle cognitive impairment and BBS scores ≤40 displayed an increased risk of falling.
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Affiliation(s)
- Mei Teng Woo
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.,School of Sports, Health, and Leisure, Republic Polytechnic, Singapore
| | - Keith Davids
- Centre for Sports Engineering Research, Sheffield Hallam University, Sheffield, United Kingdom
| | - Jarmo Liukkonen
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Jia Yi Chow
- Physical Education and Sports Science, National Institute of Education, Nanyang Technological University, Singapore
| | - Timo Jaakkola
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
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Rowbotham SK, Blau S, Hislop-Jambrich J, Francis V. Skeletal Trauma Resulting From Fatal Low (≤3 m) Free Falls: An Analysis of Fracture Patterns and Morphologies. J Forensic Sci 2017; 63:1010-1020. [DOI: 10.1111/1556-4029.13701] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2017] [Revised: 10/10/2017] [Accepted: 10/31/2017] [Indexed: 11/30/2022]
Affiliation(s)
- Samantha K. Rowbotham
- Department of Forensic Medicine; Monash University; 65 Kavanagh Street Southbank Vic 3006 Australia
| | - Soren Blau
- Department of Forensic Medicine; Monash University; 65 Kavanagh Street Southbank Vic 3006 Australia
- Victorian Institute of Forensic Medicine; 65 Kavanagh Street Southbank Vic 3006 Australia
| | | | - Victoria Francis
- Victorian Institute of Forensic Medicine; 65 Kavanagh Street Southbank Vic 3006 Australia
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Wong TH, Lim GH, Chow KY, Zaw NN, Nguyen HV, Chin HC, Ong MEH. Buckling up in Singapore: residency and other risk factors for seatbelt non-compliance - a cross-sectional study based on trauma registry data. BMC Public Health 2016; 16:402. [PMID: 27180046 PMCID: PMC4867087 DOI: 10.1186/s12889-016-3080-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 05/04/2016] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Seatbelt non-compliance is a problem in middle income countries, and little is known about seatbelt compliance in populations with a high proportion of non-residents. This study analyses the profile of seatbelt non-compliance in Singapore based on trauma registry data from five of the six public hospitals. METHODS This is a cross-sectional study of seatbelt compliance of patients aged over 18 years, attending the emergency departments of five public hospitals in Singapore after road collisions from 2011-2014. Seatbelt data was obtained from paramedic and patient history. RESULTS There were 4,576 patients studied. Most were Singapore citizens (83.4 %) or permanent residents (2.4 %), with the largest non-resident groups from Malaysia, India, and China. Overall seatbelt compliance was 82.1 %. On univariate analysis, seatbelt compliance was higher in older patients (OR 1.02, 95 % CI 1.001-1.021, p < 0.0001); drivers, followed by front passengers (OR 0.65, 95 % CI 0.51-0.83, p < 0.0001), were more compliant than rear passengers (OR 0.08, 0.06-0.09, p < 0.0001); occupants of larger vehicle types (buses, heavy transport vehicles, minibuses and vans) were more non-compliant compared to occupants of private cars and taxis. Morning peak travel (0700 h-0900 h) and being a non-resident were other risk factors for non-compliance. On multivariable analysis, older age (OR 1.01, 95 % CI 1.001-1.014, p = 0.03) was associated with compliance, while non-residents from China (OR 0.43, 95 % CI 0.18-0.99, p = 0.05), seat position (front passenger compared to driver, OR 0.64, 95 % CI 0.48-0.85, p = 0.002; rear passenger compared to driver, OR 0.067, 95 % CI 0.05-0.09, p < 0.0001), vehicle type (bus compared to car, OR 0.04, 95 % CI 0.017-0.11, p < 0.0001, van compared to car, OR 0.55, 95 % CI 0.36-0.83, p = 0.004), and travel at morning peak periods were independent predictors of seatbelt non-compliance. When the sub-group of drivers was analysed, only vehicle type was a significant predictor of seatbelt compliance, with bus drivers least likely to be compliant to seatbelts (multivariable analysis, OR 0.057 compared to cars, 95 % CI 0.019-0.18, p < 0.0001). CONCLUSIONS While overall seatbelt compliance in our study is high, efforts can be made to increase compliance for morning rush hour passengers, rear seat passengers, and occupants of buses, heavy transport vehicles, and vans or pickups.
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Affiliation(s)
- Ting Hway Wong
- Department of General Surgery, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore.
- Duke-National University of Singapore Graduate Medical School, 8 College Rd, Singapore, 169857, Singapore.
| | - Gek Hsiang Lim
- Health Promotion Board, 3 Second Hospital Ave, Singapore, 168937, Singapore
| | - Khuan Yew Chow
- Health Promotion Board, 3 Second Hospital Ave, Singapore, 168937, Singapore
| | - Nyi Nyi Zaw
- Department of Emergency Medicine, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore
| | - Hai Van Nguyen
- Duke-National University of Singapore Graduate Medical School, 8 College Rd, Singapore, 169857, Singapore
| | - Hoong Chor Chin
- National University of Singapore, 10 Kent Ridge Crescent, Singapore, 119260, Singapore
| | - Marcus Eng Hock Ong
- Department of Emergency Medicine, Singapore General Hospital, Outram Road, Singapore, 169608, Singapore
- Duke-National University of Singapore Graduate Medical School, 8 College Rd, Singapore, 169857, Singapore
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Wong TH, Krishnaswamy G, Nadkarni NV, Nguyen HV, Lim GH, Bautista DCT, Chiu MT, Chow KY, Ong MEH. Combining the new injury severity score with an anatomical polytrauma injury variable predicts mortality better than the new injury severity score and the injury severity score: a retrospective cohort study. Scand J Trauma Resusc Emerg Med 2016; 24:25. [PMID: 26955863 PMCID: PMC4784376 DOI: 10.1186/s13049-016-0215-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2015] [Accepted: 02/27/2016] [Indexed: 11/21/2022] Open
Abstract
Background Anatomy-based injury severity scores are commonly used with physiological scores for reporting severity of injury in a standardized manner. However, there is lack of consensus on choice of scoring system, with the commonly used injury severity score (ISS) performing poorly for certain sub-groups, eg head-injured patients. We hypothesized that adding a dichotomous variable for polytrauma (yes/no for Abbreviated Injury Scale (AIS) scores of 3 or more in at least two body regions) to the New Injury Severity Score (NISS) would improve the prediction of in-hospital mortality in injured patients, including head-injured patients—a subgroup that has a disproportionately high mortality. Our secondary hypothesis was that the ISS over-estimates the risk of death in polytrauma patients, while the NISS under-estimates it. Methods Univariate and multivariable analysis was performed on retrospective cohort data of blunt injured patients aged 18 and over with an ISS over 9 from the Singapore National Trauma Registry from 2011–2013. Model diagnostics were tested using discrimination (c-statistic) and calibration (Hosmer-Lemeshow goodness-of-fit statistic). All models included age, gender, and comorbidities. Results Our results showed that the polytrauma and NISS model outperformed the other models (polytrauma and ISS, NISS alone or ISS alone) in predicting 30-day and in-hospital mortality. The NISS underestimated the risk of death for patients with polytrauma, while the ISS overestimated the risk of death for these patients. When used together with the NISS and polytrauma, categorical variables for deranged physiology (systolic blood pressure of 90 mmHg or less, GCS of 8 or less) outperformed the traditional ‘ISS and RTS (Revised Trauma Score)’ model, with a c-statistic of greater than 0.90. This could be useful in cases when the RTS cannot be scored due to missing respiratory rate. Discussion The NISS and polytrauma model is superior to current scores for prediction of 30-day and in-hospital mortality. We propose that this score replace the ISS or NISS in institutions using AIS-based scores. Conclusions Adding polytrauma to the NISS or ISS improves prediction of 30-day mortality. The superiority of the NISS or ISS depends on the proportion of polytrauma and head-injured patients in the study population.
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Affiliation(s)
- Ting Hway Wong
- Department of General Surgery, Singapore General Hospital, Outram Road, Singapore, 169608, Republic of Singapore. .,Duke-National University of Singapore, Singapore, Singapore.
| | | | | | - Hai V Nguyen
- Duke-National University of Singapore, Singapore, Singapore.
| | | | | | | | | | - Marcus Eng Hock Ong
- Duke-National University of Singapore, Singapore, Singapore. .,Department of Emergency medicine, Singapore General Hospital, Singapore, Singapore.
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