Sanjit R. Konda, MD; Hesham Saleh, BS; Jordan Gales, BS; Loveita Raymond, MD; Kenneth A. Egol, MD
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1 The Capacity of the Score for Trauma Triage in the Geriatric and Middle Aged (STTGMA) to Predict Mortality Up to One Year Following Index Hospitalization Sanjit R. Konda, MD; Hesham Saleh, BS; Jordan Gales, BS; Loveita Raymond, MD; Kenneth A. Egol, MD International Geriatric Fracture Society October 5, 2016
2 What is STTGMA? STTGMA is a mortality risk-assessment tool calculated in the ED upon admission for general and orthopaedic trauma patients aged > 55 years old Initially developed at the Carolinas Medical Center; Currently updated and utilized prospectively at NYU Jamaica Hospital Medical Center Level 1 Trauma Center NYU Tisch Hospital University Hospital, Tertiary Referral Center NYU Hospital for Joint Diseases Orthopaedic specialty hospital NYU Lutheran Medical Center Level 1 Trauma Center
3 How is STTGMA calculated? STTGMA score (0-100%) represents the risk of inpatient mortality during index hospitalization Patients first categorized by energy status of injury (low vs high) Variables Utilized in STTGMA Injury Status Health Status Functional Status Glasgow Coma Scale Charlson Comorbidity Index Ambulatory Status AIS Head/Neck Anticoagulation Use of assistive device AIS Chest Albumin Age AIS Extremity/Pelvis
4 How is STTGMA calculated? STTGMA score (0-100%) represents the risk of inpatient mortality during index hospitalization Patients first categorized by energy status of injury (low vs high) Variables Utilized in STTGMA Injury Status Health Status Functional Status Glasgow Coma Scale Charlson Comorbidity Index Ambulatory Status AIS Head/Neck Anticoagulation Use of assistive device AIS Chest Albumin Age AIS Extremity/Pelvis
5 How is STTGMA calculated? STTGMA score (0-100%) represents the risk of inpatient mortality during index hospitalization Patients first categorized by energy status of injury (low vs high) Variables Utilized in STTGMA Injury Status Health Status Functional Status Glasgow Coma Scale Charlson Comorbidity Index Ambulatory Status AIS Head/Neck Anticoagulation Use of assistive device AIS Chest Albumin Age AIS Extremity/Pelvis
6 Current Objective To investigate the efficacy of STTGMA in predicting mortality up to one year following initial hospitalization
7 Methodology Patients aged > 55 years old admitted to our level 1 trauma center with an orthopaedic extremity fracture Upon initial evaluation in the ED, STTGMA scores calculated Patients prospectively followed for one year to assess mortality outcomes
8 Results: One Month Follow-Up Follow-Up Time Energy Group # Contacted (% Followup) 1 month 326 (57%) # Deceased (%) AUROC (95% CI) High (14%) ( ) Low (12%) ( )
9 Six Month Follow-Up Follow-Up Time Energy Group # Contacted (% Followup) 6 month 268 (60%) # Deceased (%) AUROC (95% CI) High (19%) ( ) Low (16%) 0.717( )
10 Differences between Low and High- Energy 12 mo Cohort N Age (years) GCS CCI AIS Head/ Neck AIS Chest AIS Extremity/ Pelvis Anticoa gulatio n Ambulator y Status Assistive Device Albumi n ± Low ± ± ± ± 0.46 n/a n/a 1.21 ± ± 0.46 n/a 68.88± ± High 5136 ± ± ± ± ± n/a n/a 3.95±0.43
11 Twelve Month Follow-Up Follow-Up Time Energy Group # Contacted (% Followup) 12 month 131 (73%) # Deceased (%) AUROC (95% CI) High 51 7 (14%) 1.00 ( ) Low (15%) ( )
12 Survival at One Year 1% cutoff
13 Survival at One Year 5% cutoff
14 Conclusions STTGMA has the ability to predict mortality of middle-aged and geriatric fracture patients up to one year following index hospitalization STTGMA is a clinical-risk tool that can be implemented in real-time in the ED to aid long-term clinical decision making
15 Next Steps Palliative care consultations (PCC) are invaluable to both patients and hospitals, providing psychological, goal-setting, and decision-making support to patients and their families. Via STTGMA, our next step is to show that STTGMA provides objective criteria for PCC that will emphasize the importance of these consults in improving quality of care while decreasing hospital costs.
16 References Koval KJ, Meek R, Schemitsch E et al. An AOA critical issue. Geriatric trauma: young ideas. J Bone Jone Surg Am Jul 1; 85- A(7): Campbell JW, Degolia PA, Fallon WF et al. In harm s way: Moving the older trauma patient toward a better outcome. Geriatrics Jan 1; 64(1): Ray N, Chan JK, Thamer M, et al: Medical expenditures for the treatment of osteoporotic fractures in the United States in J Bone Miner Res 1997; 12:24-35 Basu N, Natour M, Mounasamy V, Kates SL. Geriatriac hip fracture management: Keys to providing a successful program. Eur J Trauma Emerg Surg May 30. Friedman SM, Mendelson DA. Epidemiology of Fragility Fractures. Clin Geriatr Med 30 (2014): Tseng MY, Liang J, Shyu YI, Wu CC, Cheng HS, Chen CY, Yang SF. Effects of interventions on trajectories of health-related quality of life among older patints with hip fracture: a prospective randomized controlled trial. BMC Musculoskeletal Disord Mar 3; 17:114. Wang H, Li C, Zhang Y, Jia Y, Zhu Y, Sun R, Li WI, and Liu Y. The influence of inpatient comprehensive geriatric care on elderly patients with hip fractures: a meta-analysis of randomized controlled trials. Int J Clin Exp Med Nov 15; 8(11): Forni S, Pieralli F, Sergi A, Lorini C, Bonaccorsi G, Vannucci A. Mortality after hip fracture in the elderly: the role of a multidisciplinary approach and time to surgery in a retrospective observational study in 23,973 patients. Arch Gerontol Geriatr Apr 30; 66: Tessier J, Rupp G, Gera J, DeHart M, Kowalik T, Duwelius P. Physicians with defined clear care pathways have better discharge disposition and lower cost. J Arthroplasty May 11; 16: Nikkel LE, Kates SL, Schreck M, Maceroli M, Mahmood B, Elfar JC. Length of hospital stay after hip fracture and risk of early mortality after discharge in New York state: retrospective cohort study. BMJ Dec 10; 351:h6246. Sathiyakumar V, Thakore R, Greenberg SE, Dodd AC, Obremskey W, Sethi MK. Risk factors for discharge to rehabilitation among hip fracture patients. Am J Orthop Nov; 44(11): E Lidder S, Hylton B, Nahhas A, Rajaratnam S, Skymre A, Armitage A. The Eastbourne Trauma Assisted Discharge Scheme (TADS) reduces length of stay in hip fracture patients. Acta Chir Orthop Traumatol Cech. 2016; 83(2): Hayashi H, Iwai M, Matsuoka H, Nakashima D, Najamura S, Kubo A, Tomiyama N. Factors affecting the discharge destination of hip fracture patients who live alone and have been admitted to an inpatient rehabilitation unit. J Phys Ther Sci Apr; 28(4): Ortman J, Velkoff V, and Hogan H. An Aging Nation: The Older Population in the United States: Population Estimates and Projections.
17 Thank You
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