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Johnson PL, Dualeh SHA, Ward A, Jean RA, Aubry S, Chapman A, Curtiss W, Joseph J, Scott JW, Hemmila MR. Association of timing and agent for VTE prophylaxis in patients with severe traumatic brain injury on VTE, mortality, neurosurgical intervention, and discharge disposition. J Trauma Acute Care Surg 2024:01586154-990000000-00738. [PMID: 38745357 DOI: 10.1097/ta.0000000000004383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
BACKGROUND Trauma patients are at increased risk for venous thromboembolism events (VTE). The decision of when to initiate VTE chemoprophylaxis (VTEP) and with what agent remains controversial in patients with severe traumatic brain injury (TBI). METHODS This comparative effectiveness study evaluated the impact of timing and agent for VTEP on outcomes for patients with severe TBI (AIS Head = 3,4, or 5). Data was collected at 35 Level 1 and 2 trauma centers from January 1, 2017 to June 1, 2022. Patients were placed into analysis cohorts: No VTEP, low-molecular weight heparin (LMWH) ≤ 48 hours, LMWH>48 hours, Heparin≤48 hours, Heparin>48 hours. Propensity score matching accounting for patient factors and injury characteristics was used with logistic regression modeling to evaluate in-hospital mortality, VTE events, and discharge disposition. Neurosurgical intervention after initiation of VTEP was used to evaluate extension of intracranial hemorrhage. RESULTS Of 12,879 patients, 32% had no VTEP, 36% LMWH, and 32% Heparin. Overall mortality was 8.3% and lowest among patients receiving LMWH≤48 hours (4.1%). VTE rates were lower with use of LMWH (1.6 vs 4.5%, OR 2.98, 95% CI 1.40-6.34, p = 0.005) without increasing mortality or neurosurgical interventions. VTE rates were lower with early prophylaxis (2.0 vs 3.5%, OR 1.76, 95% CI 1.15-2.71, p = 0.01) without increasing mortality (p = 1.0). Early VTEP was associated with more non-fatal intracranial operations (p < 0.001). However, patients undergoing neurosurgical intervention after VTEP initiation had no difference in rates of mortality, withdrawal of care, or unfavorable discharge disposition (p = 0.7, p = 0.1, p = 0.5). CONCLUSIONS In patients with severe TBI, LMWH usage was associated with lower VTE incidence without increasing mortality or neurosurgical interventions. Initiation of VTEP≤48 hours decreased VTE incidence and increased non-fatal neurosurgical interventions without affecting mortality. LMWH is the preferred VTEP agent for severe TBI, and initiation ≤48 hours should be considered in relation to these risks and benefits. LEVEL OF EVIDENCE Therapeutic/Care Management, Level III.
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Affiliation(s)
| | | | - Ayobami Ward
- Department of Neurosurgery, University of Michigan Medical School, Ann Arbor, MI
| | | | | | - Alistair Chapman
- Department of Surgery, Corewell Health Butterworth Hospital, Grand Rapids, MI
| | - William Curtiss
- Department of Surgery, Trinity Health Ann Arbor Hospital, Ypsilanti, MI
| | - Jacob Joseph
- Department of Neurosurgery, University of Michigan Medical School, Ann Arbor, MI
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Hemmila MR, Neiman PU, Hoppe BL, Gerhardinger L, Kramer KA, Jakubus JL, Mikhail JN, Yang AY, Lindsey HJ, Golden RJ, Mitchell EJ, Scott JW, Napolitano LM. Improving outcomes in emergency general surgery: Construct of a collaborative quality initiative. J Trauma Acute Care Surg 2024; 96:715-726. [PMID: 38189669 PMCID: PMC11042990 DOI: 10.1097/ta.0000000000004248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
BACKGROUND Emergency general surgery conditions are common, costly, and highly morbid. The proportion of excess morbidity due to variation in health systems and processes of care is poorly understood. We constructed a collaborative quality initiative for emergency general surgery to investigate the emergency general surgery care provided and guide process improvements. METHODS We collected data at 10 hospitals from July 2019 to December 2022. Five cohorts were defined: acute appendicitis, acute gallbladder disease, small bowel obstruction, emergency laparotomy, and overall aggregate. Processes and inpatient outcomes investigated included operative versus nonoperative management, mortality, morbidity (mortality and/or complication), readmissions, and length of stay. Multivariable risk adjustment accounted for variations in demographic, comorbid, anatomic, and disease traits. RESULTS Of the 19,956 emergency general surgery patients, 56.8% were female and 82.8% were White, and the mean (SD) age was 53.3 (20.8) years. After accounting for patient and disease factors, the adjusted aggregate mortality rate was 3.5% (95% confidence interval [CI], 3.2-3.7), morbidity rate was 27.6% (95% CI, 27.0-28.3), and the readmission rate was 15.1% (95% CI, 14.6-15.6). Operative management varied between hospitals from 70.9% to 96.9% for acute appendicitis and 19.8% to 79.4% for small bowel obstruction. Significant differences in outcomes between hospitals were observed with high- and low-outlier performers identified after risk adjustment in the overall cohort for mortality, morbidity, and readmissions. The use of a Gastrografin challenge in patients with a small bowel obstruction ranged from 10.7% to 61.4% of patients. In patients who underwent initial nonoperative management of acute cholecystitis, 51.5% had a cholecystostomy tube placed. The cholecystostomy tube placement rate ranged from 23.5% to 62.1% across hospitals. CONCLUSION A multihospital emergency general surgery collaborative reveals high morbidity with substantial variability in processes and outcomes among hospitals. A targeted collaborative quality improvement effort can identify outliers in emergency general surgery care and may provide a mechanism to optimize outcomes. LEVEL OF EVIDENCE Therapeutic/Care Management; Level III.
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Affiliation(s)
- Mark R. Hemmila
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Pooja U. Neiman
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- National Clinical Scholars Program, University of Michigan, Ann Arbor, MI
- Department of Surgery, Brigham and Women’s Hospital, Boston, MA
| | - Beckie L. Hoppe
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
| | - Laura Gerhardinger
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Kim A. Kramer
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
| | - Jill L. Jakubus
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
| | - Judy N. Mikhail
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
| | - Amanda Y. Yang
- Department of Surgery, Corewell Health, Grand Rapids, MI
| | | | - Roy J. Golden
- Department of Surgery, Trinity Health Ann Arbor, Ann Arbor, MI
| | - Eric J. Mitchell
- Department of Surgery, University of Michigan Health - West, Wyoming, MI
| | - John W. Scott
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Lena M. Napolitano
- Department of Surgery, University of Michigan Medical School, Ann Arbor, MI
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Gohel N, Khambete P, Gerhardinger L, Miller AN, Wolinsky P, Jarman M, Scott JW, Vaidya R, Hemmila MR, Oliphant BW. Characterizing Trauma Patients with Delays in Orthopaedic Process Measures. J Trauma Acute Care Surg 2024:01586154-990000000-00711. [PMID: 38685206 DOI: 10.1097/ta.0000000000004346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2024]
Abstract
INTRODUCTION Early operative intervention in orthopaedic injuries is associated with decreased morbidity and mortality. Relevant process measures (e.g. femoral shaft fixation <24 hours) are used in trauma quality improvement programs to evaluate performance. Currently, there is no mechanism to account for patients who are unable to undergo surgical intervention (i.e. physiologically unstable). We characterized the factors associated with patients who did not meet these orthopaedic process measures. METHODS A retrospective cohort study of patients from 35 ACS-COT verified Level 1 and Level 2 trauma centers was performed utilizing quality collaborative data (2017-2022). Inclusion criteria were adult patients (≥18 years), ISS ≥5, and a closed femoral shaft or open tibial shaft fracture classified via the Abbreviated Injury Scale version 2005 (AIS2005). Relevant factors (e.g. physiologic) associated with a procedural delay >24 hours were identified through a multivariable logistic regression and the effect of delay on inpatient outcomes was assessed. A sub-analysis characterized the rate of delay in "healthy patients". RESULTS We identified 5,199 patients with a femoral shaft fracture and 87.5% had a fixation procedure, of which 31.8% had a delay, and 47.1% of those delayed were "healthy." There were 1,291 patients with an open tibial shaft fracture, 92.2% had fixation, 50.5% had an irrigation and debridement and 11.2% and 18.7% were delayed, respectively. High ISS, older age and multiple medical comorbidities were associated with a delay in femur fixation, and those delayed had a higher incidence of complications. CONCLUSIONS There is a substantial incidence of surgical delays in some orthopaedic trauma process measures that are predicted by certain patient characteristics, and this is associated with an increased rate of complications. Understanding these factors associated with a surgical delay, and effectively accounting for them, is key if these process measures are to be used appropriately in quality improvement programs. LEVEL OF EVIDENCE Level III; Therapeutic/Care Management.
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Affiliation(s)
- Nishant Gohel
- Department of Orthopaedic Surgery, Penn State University, Hershey, PA
| | - Pranav Khambete
- Department of Orthopaedic Surgery, Wayne State University, Detroit, MI
| | | | - Anna N Miller
- Department of Orthopaedic Surgery, Washington University in St. Louis, MO
| | - Philip Wolinsky
- Department of Orthopaedic Surgery, Dartmouth Health, Lebanon, NH
| | - Molly Jarman
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, MA
| | - John W Scott
- Department of Surgery, University of Washington, Seattle, WA
| | - Rahul Vaidya
- Department of Orthopaedic Surgery, Wayne State University, Detroit, MI
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Dualeh SHA, Schaefer SL, Kunnath N, Ibrahim AM, Scott JW. Health Insurance Status and Unplanned Surgery for Access-Sensitive Surgical Conditions. JAMA Surg 2024; 159:420-427. [PMID: 38324286 PMCID: PMC10851136 DOI: 10.1001/jamasurg.2023.7530] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 10/14/2023] [Indexed: 02/08/2024]
Abstract
Importance Access-sensitive surgical conditions, such as abdominal aortic aneurysm, ventral hernia, and colon cancer, are ideally treated with elective surgery, but when left untreated have a natural history requiring an unplanned operation. Patients' health insurance status may be a barrier to receiving timely elective care, which may be associated with higher rates of unplanned surgery and worse outcomes. Objective To evaluate the association between patients' insurance status and rates of unplanned surgery for these 3 access-sensitive surgical conditions and postoperative outcomes. Design, Setting, and Participants This cross-sectional cohort study examined a geographically broad patient sample from the Healthcare Cost and Utilization Project State Inpatient Databases, including data from 8 states (Arizona, Colorado, Florida, Kentucky, Maryland, North Carolina, Washington, and Wisconsin). Participants were younger than 65 years who underwent abdominal aortic aneurysm repair, ventral hernia repair, or colectomy for colon cancer between 2016 and 2020. Patients were stratified into groups by insurance status. Data were analyzed from June 1 to July 1, 2023. Exposure Health insurance status (private insurance, Medicaid, or no insurance). Main Outcomes and Measures The primary outcome was the rate of unplanned surgery for these 3 access-sensitive conditions. Secondary outcomes were rates of postoperative outcomes including inpatient mortality, any hospital complications, serious complications (a complication with a hospital length of stay longer than the 75th percentile for that procedure), and hospital length of stay. Results The study included 146 609 patients (mean [SD] age, 50.9 [10.3] years; 73 871 females [50.4%]). A total of 89 018 patients (60.7%) underwent elective surgery while 57 591 (39.3%) underwent unplanned surgery. Unplanned surgery rates varied significantly across insurance types (33.14% for patients with private insurance, 51.46% for those with Medicaid, and 72.60% for those without insurance; P < .001). Compared with patients with private insurance, patients without insurance had higher rates of inpatient mortality (1.29% [95% CI, 1.04%-1.54%] vs 0.61% [0.57%-0.66%]; P < .001), higher rates of any complications (19.19% [95% CI, 18.33%-20.05%] vs 12.27% [95% CI, 12.07%-12.47%]; P < .001), and longer hospital stays (7.27 [95% CI, 7.09-7.44] days vs 5.56 [95% CI, 5.53-5.60] days, P < .001). Conclusions and Relevance Findings of this cohort study suggest that uninsured patients more often undergo unplanned surgery for conditions that can be treated electively, with worse outcomes and longer hospital stays compared with their counterparts with private health insurance. As efforts are made to improve insurance coverage, tracking elective vs unplanned surgery rates for access-sensitive surgical conditions may be a useful measure to assess progress.
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Affiliation(s)
- Shukri H. A. Dualeh
- Department of Surgery, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Sara L. Schaefer
- Department of Surgery, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Nicholas Kunnath
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Andrew M. Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
- Taubman College of Architecture and Urban Planning, University of Michigan, Ann Arbor
| | - John W. Scott
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
- Division of Trauma, Burn, and Critical Care Surgery, Department of Surgery, University of Washington, Seattle
- Institute for Health Metrics and Evaluation, Department of Health Metrics Sciences, University of Washington, Seattle
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Knowlton LM, Scott JW, Dowzicky P, Murphy P, Davis KA, Staudenmayer K, Martin RS. Financial Toxicity Part II: A Practical Guide to Measuring and Tracking Long-Term Financial Outcomes Among Acute Care Surgery Patients. J Trauma Acute Care Surg 2024:01586154-990000000-00649. [PMID: 38439149 DOI: 10.1097/ta.0000000000004310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024]
Affiliation(s)
- Lisa M Knowlton
- Department of Surgery, Stanford University School of Medicine, Section of Acute Care Surgery, Stanford, CA
| | - John W Scott
- Department of Surgery, Division of Trauma, Burn, & Critical Care Surgery, University of Washington, Seattle, WA
| | - Phillip Dowzicky
- Department of Surgery, Division of Trauma and Acute Care Surgery, University of Chicago, Chicago, IL
| | - Patrick Murphy
- Department of Surgery, Division of Trauma/Acute Care Surgery, Medical College of Wisconsin, Milwaukee, WI
| | - Kimberly A Davis
- Department of Surgery, Division of General Surgery, Section of Acute Care Surgery, Yale University, New Haven, CT
| | - Kristan Staudenmayer
- Department of Surgery, Stanford University School of Medicine, Section of Acute Care Surgery, Stanford, CA
| | - R Shayn Martin
- Department of Surgery, Wake Forest School of Medicine, Winston-Salem, NC
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Schaefer SL, Dualeh SHA, Kunnath N, Scott JW, Ibrahim AM. Higher Rates Of Emergency Surgery, Serious Complications, And Readmissions In Primary Care Shortage Areas, 2015-19. Health Aff (Millwood) 2024; 43:363-371. [PMID: 38437607 DOI: 10.1377/hlthaff.2023.00843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2024]
Abstract
Primary care physicians are often the first to screen and identify patients with access-sensitive surgical conditions that should be treated electively. These conditions require surgery that is preferably planned (elective), but, when access is limited, treatment may be delayed and worsening symptoms lead to emergency surgery (for example, colectomy for cancer, abdominal aortic aneurysm repair, and incisional hernia repair). We evaluated the rates of elective versus emergency surgery for patients with three access-sensitive surgical conditions living in primary care Health Professional Shortage Areas during 2015-19. Medicare beneficiaries in more severe primary care shortage areas had higher rates of emergency surgery compared with rates in the least severe shortage areas (37.8 percent versus 29.9 percent). They were also more likely to have serious complications (14.9 percent versus 11.7 percent) and readmissions (15.7 percent versus 13.5 percent). When we accounted for areas with a shortage of surgeons, the findings were similar. Taken together, these findings suggest that residents of areas with greater primary care workforce shortages may also face challenges in accessing elective surgical care. As policy makers consider investing in Health Professional Shortage Areas, our findings underscore the importance of primary care access to a broader range of services.
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Affiliation(s)
- Sara L Schaefer
- Sara L. Schaefer , University of Michigan, Ann Arbor, Michigan
| | | | | | - John W Scott
- John W. Scott, University of Washington, Seattle, Washington
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Mullens CL, Hernandez JA, Murthy J, Hendren S, Zahnd WE, Ibrahim AM, Scott JW. Understanding the impacts of rural hospital closures: A scoping review. J Rural Health 2024; 40:227-237. [PMID: 37822033 DOI: 10.1111/jrh.12801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Revised: 08/31/2023] [Accepted: 10/02/2023] [Indexed: 10/13/2023]
Abstract
PURPOSE Rural hospitals are closing at unprecedented rates, with hundreds more at risk of closure in the coming 2 years. Multiple federal policies are being developed and implemented without a salient understanding of the emerging literature evaluating rural hospital closures and its impacts. We conducted a scoping review to understand the impacts of rural hospital closure to inform ongoing policy debates and research. METHODS A comprehensive search strategy was devised by library faculty to collate publications using the PRISMA extension for scoping reviews. Two coauthors then independently performed title and abstract screening, full text review, and study extraction. FINDINGS We identified 5054 unique citations and assessed 236 full texts for possible inclusion in our narrative synthesis of the literature on the impacts of rural hospital closure. Twenty total original studies were included in our narrative synthesis. Key domains of adverse impacts related to rural hospital closure included emergency medical service transport, local economies, availability and utilization of emergency care and hospital services, availability of outpatient services, changes in quality of care, and workforce and community members. However, significant heterogeneity existed within these findings. CONCLUSIONS Given the significant heterogeneity within our findings across multiple domains of impact, we advocate for a tailored approach to mitigating the impacts of rural hospital closures for policymakers. We also discuss crucial knowledge gaps in the evidence base-especially with respect to quality measures beyond mortality. The synthesis of these findings will permit policymakers and researchers to understand, and mitigate, the harms of rural hospital closure.
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Affiliation(s)
- Cody Lendon Mullens
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan
| | - J Andres Hernandez
- Division of Plastic and Reconstructive Surgery, Department of Surgery, Duke University, Durham, North Carolina
| | - Jeevan Murthy
- School of Medicine, West Virginia University, Morgantown, West Virginia
| | - Steph Hendren
- Duke University Medical Center Library, Durham, North Carolina
| | - Whitney E Zahnd
- Department of Health Management and Policy, University of Iowa College of Public Health, Iowa City, Iowa
| | - Andrew M Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan
- Taubman College of Architecture and Urban Planning, University of Michigan, Ann Arbor, Michigan
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan
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Oliphant BW, Cain-Nielsen AH, Jarman MP, Sangji NF, Scott JW, Regenbogen S, Hemmila MR. Linking Trauma Registry Patients With Insurance Claims: Creating a Longitudinal Patient Record. J Surg Res 2024; 295:274-280. [PMID: 38048751 PMCID: PMC11091961 DOI: 10.1016/j.jss.2023.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Revised: 09/27/2023] [Accepted: 11/07/2023] [Indexed: 12/06/2023]
Abstract
INTRODUCTION Trauma registries and their quality improvement programs only collect data from the acute hospital admission, and no additional information is captured once the patient is discharged. This lack of long-term data limits these programs' ability to affect change. The goal of this study was to create a longitudinal patient record by linking trauma registry data with third party payer claims data to allow the tracking of these patients after discharge. METHODS Trauma quality collaborative data (2018-2019) was utilized. Inclusion criteria were patients age ≥18, ISS ≥5 and a length of stay ≥1 d. In-hospital deaths were excluded. A deterministic match was performed with insurance claims records based on the hospital name, date of birth, sex, and dates of service (±1 d). The effect of payer type, ZIP code, International Classification of Diseases, Tenth Revision, Clinical Modification diagnosis specificity and exact dates of service on the match rate was analyzed. RESULTS The overall match rate between these two patient record sources was 27.5%. There was a significantly higher match rate (42.8% versus 6.1%, P < 0.001) for patients with a payer that was contained in the insurance collaborative. In a subanalysis, exact dates of service did not substantially affect this match rate; however, specific International Classification of Diseases, Tenth Revision, Clinical Modification codes (i.e., all 7 characters) reduced this rate by almost half. CONCLUSIONS We demonstrated the successful linkage of patient records in a trauma registry with their insurance claims. This will allow us to the collect longitudinal information so that we can follow these patients' long-term outcomes and subsequently improve their care.
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Affiliation(s)
- Bryant W Oliphant
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, Michigan.
| | | | - Molly P Jarman
- Center for Surgery and Public Health, Brigham and Women's Hospital, Boston, Massachusetts
| | - Naveen F Sangji
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Scott Regenbogen
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Mark R Hemmila
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
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Ilkhani S, Naus AE, Pinkes N, Rafaqat W, Grobman B, Valverde MD, Sanchez SE, Hwabejire JO, Ranganathan K, Scott JW, Herrera-Escobar JP, Salim A, Anderson GA. The Invisible Scars: Unseen Financial Complications Worsen Every Aspect of Long-Term Health in Trauma Survivors. J Trauma Acute Care Surg 2024:01586154-990000000-00616. [PMID: 38227675 DOI: 10.1097/ta.0000000000004247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2024]
Abstract
INTRODUCTION Trauma survivors are susceptible to experiencing financial toxicity (FT). Studies have shown the negative impact of FT on chronic illness outcomes. However, there is a notable lack of data on FT in the context of trauma. We aimed to better understand prevalence, risk factors, and impact of FT on trauma long-term outcomes. METHODS Adult trauma patients with an Injury severity score (ISS) ≥9 treated at level-1 trauma centers were interviewed 6-14 months after discharge. FT was considered positive if patients reported any of the following due to the injury: income loss, lack of care, newly applied/qualified for governmental assistance, new financial problems, or work loss. The Impact of FT on Patient Reported Outcome Measure Index System (PROMIS) health domains was investigated. RESULTS Of 577 total patients, 44% (254/567) suffered some form of FT. In the adjusted model, older age (OR 0.4 [95% CI: 0.2 - 0.81]) and stronger social support networks (OR 0.44 [ 95% CI: 0.26 - 0.74]) were protective against FT. In contrast, having two or more comorbidities (OR 1.81 [1.01 - 3.28), lower education levels (OR = 1.95, [CI 95%: 1.26 - 3.03]), and injury mechanisms, including road accidents (OR 2.69 [1.51 -4.77]) and intentional injuries (OR 4.31 [1.44 -12.86]) were associated with higher toxicity. No significant relationship was found with ISS, sex, or single-family household. Patients with FT had worse outcomes across all domains of health. There was a negative linear relationship between the severity of FT and worse mental and physical health scores. CONCLUSION FT is associated with long-term outcomes. Incorporating FT risk assessment into recovery care planning may help to identify patients most in need of mitigative interventions across the trauma care continuum to improve trauma recovery. Further investigations to better understand, define, and address FT in trauma care are warranted. LEVEL OF EVIDENCE Prognostic cohort study, level III.
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Affiliation(s)
- Saba Ilkhani
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Abbie E Naus
- Beth Israel Lahey Health, Lahey Hospital and Medical Center, Burlington, MA
| | - Nathaniel Pinkes
- Center for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
| | - Wardah Rafaqat
- Division of Trauma, Emergency Surgery, and Surgical Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | - Ben Grobman
- School of Medicine, Harvard Medical School, Boston, MA
| | | | - Sabrina E Sanchez
- Division of Trauma, Acute Care Surgery & Surgical Critical Care, Boston Medical Center, Boston University School of Medicine, Boston, MA
| | - John O Hwabejire
- Division of Trauma, Emergency Surgery, and Surgical Critical Care, Massachusetts General Hospital, Harvard Medical School, Boston, MA
| | | | - John W Scott
- Department of Surgery, University of Washington, Harborview Medical Center. Seattle, WA
| | | | - Ali Salim
- Division of Trauma, Burn, and Surgical Critical Care, Brigham and Women's Hospital, Harvard Medical School, Boston, MA
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Nguyen MD, Simon J, Scott JW, Zimmerman AM, Tsai YCC, Halperin WP. Orbital-flop transition of superfluid 3He in anisotropic silica aerogel. Nat Commun 2024; 15:201. [PMID: 38172106 PMCID: PMC10764773 DOI: 10.1038/s41467-023-44557-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 12/12/2023] [Indexed: 01/05/2024] Open
Abstract
Superfluid 3He is a paradigm for odd-parity Cooper pairing, ranging from neutron stars to uranium-based superconducting compounds. Recently it has been shown that 3He, imbibed in anisotropic silica aerogel with either positive or negative strain, preferentially selects either the chiral A-phase or the time-reversal-symmetric B-phase. This control over basic order parameter symmetry provides a useful model for understanding imperfect unconventional superconductors. For both phases, the orbital quantization axis is fixed by the direction of strain. Unexpectedly, at a specific temperature Tx, the orbital axis flops by 90∘, but in reverse order for A and B-phases. Aided by diffusion limited cluster aggregation simulations of anisotropic aerogel and small angle X-ray measurements, we are able to classify these aerogels as either "planar" and "nematic" concluding that the orbital-flop is caused by competition between short and long range structures in these aerogels.
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Affiliation(s)
- M D Nguyen
- Department of Physics and Astronomy, Northwestern University, Evanston, IL, 60208, USA.
| | - Joshua Simon
- Department of Physics and Astronomy, Northwestern University, Evanston, IL, 60208, USA
| | - J W Scott
- Department of Physics and Astronomy, Northwestern University, Evanston, IL, 60208, USA
| | - A M Zimmerman
- Department of Physics and Astronomy, Northwestern University, Evanston, IL, 60208, USA
| | - Y C Cincia Tsai
- Department of Physics and Astronomy, Northwestern University, Evanston, IL, 60208, USA
| | - W P Halperin
- Department of Physics and Astronomy, Northwestern University, Evanston, IL, 60208, USA.
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Scott JW, Anderson GA, Conatser A, de Souza C, Evans E, Goodwin Z, Jakubus JL, Kelm J, Mekled I, Monahan J, Oh EJ, Oliphant BW, Hemmila MR. Multicenter evaluation of financial toxicity and long-term health outcomes after injury. J Trauma Acute Care Surg 2024; 96:54-61. [PMID: 37867247 DOI: 10.1097/ta.0000000000004161] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2023]
Abstract
BACKGROUND Despite the growing awareness of the negative financial impact of traumatic injury on patients' lives, the association between financial toxicity and long-term health-related quality of life (hrQoL) among trauma survivors remains poorly understood. METHODS Patients from nine trauma centers participating in a statewide trauma quality collaborative had responses from longitudinal survey data linked to inpatient trauma registry data. Financial toxicity was defined based on patient-reported survey responses regarding medical debt, work or income loss, nonmedical financial strain, and forgone care due to costs. A financial toxicity score ranging from 0 to 4 was calculated. Health-related quality of life was assessed using the EuroQol 5 Domain tool. Multivariable regression models evaluated the association between financial toxicity and hrQoL outcomes while adjusting for patient demographics, injury severity and inpatient treatment intensity, and health systems variables. RESULTS Among the 403 patients providing 510 completed surveys, rates of individual financial toxicity elements ranged from 21% to 46%, with 65% of patients experiencing at least one element of financial toxicity. Patients with any financial toxicity had worse summary measures of hrQoL and higher rates of problems in all five EuroQol 5 Domain domains ( p < 0.05 for all). Younger age, lower household income, lack of insurance, more comorbidities, discharge to a facility, and air ambulance transportation were independently associated with higher odds of financial toxicity ( p < 0.05 for all). Injury traits and inpatient treatment intensity were not independently associated with financial toxicity. CONCLUSION A majority of trauma survivors in this study experienced some level of financial toxicity, which was independently associated with worse risk-adjusted health outcomes across all hrQoL measures. Risk factors for financial toxicity are not related to injury severity or treatment intensity but rather to sociodemographic variables and measures of prehospital and posthospital health care resource utilization. Targeted interventions and policies are needed to address financial toxicity and ensure optimal recovery for trauma survivors. LEVEL OF EVIDENCE Prognostic and Epidemiological; Level III.
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Affiliation(s)
- John W Scott
- From the Department of Surgery (J.W.S.), Harborview Medical Center, University of Michigan, Ann Arbor, Michigan; Department of Surgery (J.W.S., A.C., C.d.S., Z.G., J.L.J., J.K., I.M., J.M., E.J.O., M.R.H.), Center for Healthcare Outcomes and Policy (J.W.S., E.J.O., B.W.O., M.R.H.), University of Michigan, Ann Arbor, Michigan; Department of Surgery (G.A.A.), Brigham and Women's Hospital, Boston, Massachusetts; University of Michigan Medical School (E.E.); and Department of Orthopedic Surgery (B.W.O.), University of Michigan, Ann Arbor, Michigan
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12
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Moniz MH, Stout MJ, Kolenic GE, Carlton EF, Scott JW, Miller MM, Becker NV. Association of Childbirth With Medical Debt. Obstet Gynecol 2024; 143:11-13. [PMID: 37769313 PMCID: PMC11014426 DOI: 10.1097/aog.0000000000005381] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 07/20/2023] [Indexed: 09/30/2023]
Abstract
We evaluated the association between childbirth and having medical debt in collections and examined differences by neighborhood socioeconomic status. Among a statewide cohort of commercially insured pregnant (n=14,560) and postpartum (n=12,157) adults, having medical debt in collections was more likely among postpartum individuals compared with pregnant individuals (adjusted odds ratio [aOR] 1.36, 95% CI 1.27-1.46) and those in lowest-income neighborhoods compared with all others (aOR 2.18, 95% CI 2.02-2.35). Postpartum individuals in lowest-income neighborhoods had the highest predicted probabilities of having medical debt in collections (28.9%, 95% CI 27.5-30.3%), followed by pregnant individuals in lowest-income neighborhoods (23.2%, 95% CI 22.0-24.4%), followed by all other postpartum and pregnant people (16.1%, 95% CI 15.4-16.8% and 12.5%, 95% CI 11.9-13.0%, respectively). Our findings suggest that current peripartum out-of-pocket costs are objectively more than many commercially insured families can afford, leading to medical debt. Policies to reduce maternal-infant health care spending among commercially insured individuals may mitigate financial hardship and improve birth equity.
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Affiliation(s)
| | - Molly J. Stout
- University of Michigan Department of Obstetrics and Gynecology
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13
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Dalton MK, Sokas CM, Castillo-Angeles M, Semco RS, Scott JW, Cooper Z, Salim A, Havens JM, Jarman MP. Defining the emergency general surgery patient population in the era of ICD-10 : Evaluating an established crosswalk from ICD-9 to ICD-10 diagnosis codes. J Trauma Acute Care Surg 2023; 95:899-904. [PMID: 37381148 DOI: 10.1097/ta.0000000000004050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/30/2023]
Abstract
INTRODUCTION In 2015, the United States moved from the International Classification of Diseases, Ninth Revision ( ICD-9 ), to the International Classification of Diseases, Tenth Revision ( ICD-10 ), coding system. The American Association for the Surgery of Trauma Committee on Severity Assessment and Patient Outcomes previously established a list of ICD-9 diagnoses to define the field of emergency general surgery (EGS). This study evaluates the general equivalence mapping (GEM) crosswalk to generate an equivalent list of ICD-10 -coded EGS diagnoses. METHODS The GEM was used to generate a list of ICD-10 codes corresponding to the American Association for the Surgery of Trauma ICD-9 EGS diagnosis codes. These individual ICD-9 and ICD-10 codes were aggregated by surgical area and diagnosis groups. The volume of patients admitted with these diagnoses in the National Inpatient Sample in the ICD-9 era (2013-2014) was compared with the ICD-10 volumes to generate observed to expected ratios. The crosswalk was manually reviewed to identify the causes of discrepancies between the ICD-9 and ICD-10 lists. RESULTS There were 485 ICD-9 codes, across 89 diagnosis categories and 11 surgical areas, which mapped to 1,206 unique ICD-10 codes. A total of 196 (40%) ICD-9 codes have an exact one-to-one match with an ICD-10 code. The median observed to expected ratio among the diagnosis groups for a primary diagnosis was 0.98 (interquartile range, 0.82-1.12). There were five key issues identified with the ability of the GEM to crosswalk ICD-9 EGS diagnoses to ICD-10 : (1) changes in admission volumes, (2) loss of necessary modifiers, (3) lack of specific ICD-10 code, (4) mapping to a different condition, and (5) change in coding nomenclature. CONCLUSION The GEM provides a reasonable crosswalk for researchers and others to use when attempting to identify EGS patients in with ICD-10 diagnosis codes. However, we identify key issues and deficiencies, which must be accounted for to create an accurate patient cohort. This is essential for ensuring the validity of policy, quality improvement, and clinical research work anchored in ICD-10 coded data. LEVEL OF EVIDENCE Diagnostic Test/Criteria; Level III.
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Affiliation(s)
- Michael K Dalton
- From the Department of Surgery (M.K.D., C.M.S., M.C.-A., R.S.S., Z.C., A.S., J.M.H., M.P.J.), Brigham and Women's Hospital, Center for Surgery and Public Health, Harvard Medical School, Harvard T. H. Chan School of Public Health, Boston, Massachusetts; Department of Surgery (M.K.D.), Rutgers New Jersey Medical School, Newark, New Jersey; Department of Surgery (C.M.S.), Beth Israel Deaconess Medical Center, Boston, Massachusetts; Department of Surgery (J.W.S.), University of Michigan, Ann Arbor, Michigan; and Division of Trauma, Burns, and Surgical Critical Care (Z.C., A.S., J.M.H.), Brigham and Women's Hospital, Boston, Massachusetts
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14
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Abstract
Over 15 million low-income Americans are expected to lose Medicaid coverage as COVID-19 public health emergency protections end starting April 1, 2023. We explore the ramifications of the impending disenrollment on access to surgical care, racial equity, and financial risk protection. We then outline steps for the surgical community to protect low-income patients and the hospitals they rely on for care.
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Affiliation(s)
- Luca Borah
- University of Michigan Medical School, Ann Arbor, Michigan
| | - Victor Agbafe
- University of Michigan Medical School, Ann Arbor, Michigan
| | - John W. Scott
- Department of Surgery, Michigan Medicine, Ann Arbor, Michigan
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan
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15
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Kelm JD, Aubry ST, Cain-Nielsen AH, Scott JW, Oliphant BW, Sangji NF, Waljee JF, Hemmila MR. Impact of state opioid laws on prescribing in trauma patients. Surgery 2023; 174:1255-1262. [PMID: 37709648 DOI: 10.1016/j.surg.2023.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 06/30/2023] [Accepted: 08/08/2023] [Indexed: 09/16/2023]
Abstract
BACKGROUND Excessive opioid prescribing has resulted in opioid diversion and misuse. In July 2018, Michigan's Public Act 251 established a state-wide policy limiting opioid prescriptions for acute pain to a 7-day supply. Traumatic injury increases the risk for new persistent opioid use, yet the impact of prescribing policy in trauma patients remains unknown. To determine the relationship between policy enactment and prescribing in trauma patients, we compared oral morphine equivalents prescribed at discharge before and after implementation of Public Act 251. METHODS In this cross-sectional study, adult patients who received any oral opioids at discharge from a Level 1 trauma center between January 1, 2016, and June 30, 2021, were identified. The exposure was patients admitted starting July 1, 2018. Inpatient oral morphine equivalents per day 48 hours before discharge and discharge prescription oral morphine equivalents per day were calculated. Student's t test and an interrupted time series analysis were performed to compare mean oral morphine equivalents per day pre- and post-policy. Multivariable risk adjustment accounted for patient/injury factors and inpatient oral morphine equivalent use. RESULTS A total of 3,748 patients were included in the study (pre-policy n = 1,685; post-policy n = 2,063). Implementation of the prescribing policy was associated with a significant decrease in mean discharge oral morphine equivalents per day (34.8 ± 49.5 vs 16.7 ± 32.3, P < .001). After risk adjustment, post-policy discharge prescriptions differed by -19.2 oral morphine equivalents per day (95% CI -21.7 to -16.8, P < .001). The proportion of patients obtaining a refill prescription 30 days post-discharge did not increase after implementation (0.38 ± 0.48 vs 0.37 ± 0.48, P = .7). CONCLUSION Discharge prescription amounts for opioids in trauma patients decreased by approximately one-half after the implementation of opioid prescribing policies, and there was no compensatory increase in subsequent refill prescriptions. Future work is needed to evaluate the effect of these policies on the adequacy of pain management and functional recovery after injury.
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Affiliation(s)
- Julia D Kelm
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Staci T Aubry
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Anne H Cain-Nielsen
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI. https://www.twitter.com/DrJohnScott
| | - Bryant W Oliphant
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI; Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI. https://www.twitter.com/BonezNQuality
| | - Naveen F Sangji
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Jennifer F Waljee
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI. https://www.twitter.com/waljeejenn
| | - Mark R Hemmila
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI.
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16
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Kaiser J, Nay K, Horne CR, McAloon LM, Fuller OK, Muller AG, Whyte DG, Means AR, Walder K, Berk M, Hannan AJ, Murphy JM, Febbraio MA, Gundlach AL, Scott JW. CaMKK2 as an emerging treatment target for bipolar disorder. Mol Psychiatry 2023; 28:4500-4511. [PMID: 37730845 PMCID: PMC10914626 DOI: 10.1038/s41380-023-02260-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 08/30/2023] [Accepted: 09/08/2023] [Indexed: 09/22/2023]
Abstract
Current pharmacological treatments for bipolar disorder are inadequate and based on serendipitously discovered drugs often with limited efficacy, burdensome side-effects, and unclear mechanisms of action. Advances in drug development for the treatment of bipolar disorder remain incremental and have come largely from repurposing drugs used for other psychiatric conditions, a strategy that has failed to find truly revolutionary therapies, as it does not target the mood instability that characterises the condition. The lack of therapeutic innovation in the bipolar disorder field is largely due to a poor understanding of the underlying disease mechanisms and the consequent absence of validated drug targets. A compelling new treatment target is the Ca2+-calmodulin dependent protein kinase kinase-2 (CaMKK2) enzyme. CaMKK2 is highly enriched in brain neurons and regulates energy metabolism and neuronal processes that underpin higher order functions such as long-term memory, mood, and other affective functions. Loss-of-function polymorphisms and a rare missense mutation in human CAMKK2 are associated with bipolar disorder, and genetic deletion of Camkk2 in mice causes bipolar-like behaviours similar to those in patients. Furthermore, these behaviours are ameliorated by lithium, which increases CaMKK2 activity. In this review, we discuss multiple convergent lines of evidence that support targeting of CaMKK2 as a new treatment strategy for bipolar disorder.
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Affiliation(s)
- Jacqueline Kaiser
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
- St Vincent's Institute of Medical Research, Fitzroy, VIC, 3065, Australia
- School of Behavioural and Health Sciences, Australian Catholic University, Fitzroy, VIC, 3065, Australia
| | - Kevin Nay
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
| | - Christopher R Horne
- Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3052, Australia
| | - Luke M McAloon
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
- St Vincent's Institute of Medical Research, Fitzroy, VIC, 3065, Australia
- School of Behavioural and Health Sciences, Australian Catholic University, Fitzroy, VIC, 3065, Australia
| | - Oliver K Fuller
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
| | - Abbey G Muller
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
- Medicinal Chemistry, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
| | - Douglas G Whyte
- School of Behavioural and Health Sciences, Australian Catholic University, Fitzroy, VIC, 3065, Australia
| | - Anthony R Means
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Ken Walder
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, Geelong, VIC, 3220, Australia
| | - Michael Berk
- The Institute for Mental and Physical Health and Clinical Translation (IMPACT), School of Medicine, Deakin University, Geelong, VIC, 3220, Australia
- Orygen, The National Centre of Excellence in Youth Mental Health, Parkville, VIC, 3052, Australia
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia
| | - Anthony J Hannan
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC, 3052, Australia
| | - James M Murphy
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
- Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3052, Australia
- Department of Medical Biology, The University of Melbourne, Parkville, VIC, 3052, Australia
| | - Mark A Febbraio
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
| | - Andrew L Gundlach
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia
- St Vincent's Institute of Medical Research, Fitzroy, VIC, 3065, Australia
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia
- Department of Anatomy and Physiology, The University of Melbourne, Parkville, VIC, 3052, Australia
| | - John W Scott
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC, 3052, Australia.
- St Vincent's Institute of Medical Research, Fitzroy, VIC, 3065, Australia.
- The Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, VIC, 3052, Australia.
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17
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Zondlak AN, Oh EJ, Neiman PU, Fan Z, Taylor KK, Sangji NF, Hemmila MR, Scott JW. Association of Intellectual Disability with Delayed Presentation and Worse Outcomes in Emergency General Surgery. Ann Surg 2023; 278:e1118-e1122. [PMID: 36994738 DOI: 10.1097/sla.0000000000005863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
OBJECTIVE To examine the association between intellectual disability and both severity of disease and clinical outcomes among patients presenting with common emergency general surgery (EGS) conditions. BACKGROUND Accurate and timely diagnosis of EGS conditions is crucial for optimal management and patient outcomes. Individuals with intellectual disabilities may be at increased risk of delayed presentation and worse outcomes for EGS; however, little is known about surgical outcomes in this population. METHODS Using the 2012-2017 Nationwide Inpatient Sample, we conducted a retrospective cohort analysis of adult patients admitted for 9 common EGS conditions. We performed multivariable logistic and linear regression to examine the association between intellectual disability and the following outcomes: EGS disease severity at presentation, any surgery, complications, mortality, length of stay, discharge disposition, and inpatient costs. Analyses were adjusted for patient demographics and facility traits. RESULTS Of 1,317,572 adult EGS admissions, 5,062 (0.38%) patients had a concurrent ICD-9/-10 code consistent with intellectual disability. EGS patients with intellectual disabilities had 31% higher odds of more severe disease at presentation compared with neurotypical patients (aOR 1.31; 95% CI 1.17-1.48). Intellectual disability was also associated with a higher rate of complications and mortality, longer lengths of stay, lower rate of discharge to home, and higher inpatient costs. CONCLUSION EGS patients with intellectual disabilities are at increased risk of more severe presentation and worse outcomes. The underlying causes of delayed presentation and worse outcomes must be better characterized to address the disparities in surgical care for this often under-recognized but highly vulnerable population.
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Affiliation(s)
- Allyse N Zondlak
- University of Michigan Medical School, Ann Arbor, MI
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH
| | - Esther J Oh
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Pooja U Neiman
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- National Clinician Scholars Program at the Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - Zhaohui Fan
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Kathryn K Taylor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- National Clinician Scholars Program at the Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Department of Surgery, Stanford University, Stanford, CA
| | - Naveen F Sangji
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Mark R Hemmila
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - John W Scott
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Department of Surgery, University of Michigan, Ann Arbor, MI
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18
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Scott JW, Knowlton LM, Murphy P, Neiman PU, Martin RS, Staudenmayer K. Financial toxicity after trauma and acute care surgery: From understanding to action. J Trauma Acute Care Surg 2023; 95:800-805. [PMID: 37125781 DOI: 10.1097/ta.0000000000003979] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
ABSTRACT Gains in inpatient survival over the last five decades have shifted the burden of major injuries and surgical emergencies from the acute phase to their long-term sequelae. More attention has been placed on evaluation and optimization of long-term physical and mental health; however, the impact of major injuries and surgical emergencies on long-term financial well-being remains a critical blind spot for clinicians and researchers. The concept of financial toxicity encompasses both the objective financial consequences of illness and medical care as well as patients' subjective financial concerns. In this review, representatives of the Healthcare Economics Committee from the American Association for the Surgery of Trauma (1) provide a conceptual overview of financial toxicity after trauma or emergency surgery, (2) outline what is known regarding long-term economic outcomes among trauma and emergency surgery patients, (3) explore the bidirectional relationship between financial toxicity and long-term physical and mental health outcomes, (4) highlight policies and programs that may mitigate financial toxicity, and (5) identify the current knowledge gaps and critical next steps for clinicians and researchers engaged in this work.
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Affiliation(s)
- John W Scott
- From the Department of Surgery (J.W.S.), Center for Health Outcomes and Policy, University of Michigan, Ann Arbor, Michigan; Department of Surgery (L.M.K., K.S.), Stanford University School of Medicine, Stanford, California; Department of Surgery (P.M.), Division of Trauma/Acute Care Surgery, Medical College of Wisconsin, Milwaukee, Wisconsin; Department of Surgery (P.U.N.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; and Department of Surgery (R.S.M.), Wake Forest School of Medicine, Winston-Salem, North Carolina
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19
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Ccanccapa-Cartagena A, Zheng W, Circenis S, Katuwal S, Scott JW. Influence of biosolids and sewage effluent application on sitagliptin soil sorption. Sci Total Environ 2023; 895:165080. [PMID: 37356773 DOI: 10.1016/j.scitotenv.2023.165080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 06/19/2023] [Accepted: 06/20/2023] [Indexed: 06/27/2023]
Abstract
Biosolids and sewage effluent application to agricultural fields is becoming a win-win practice as both an economical waste management strategy and a source of nutrients and organic matter for plant growth. However, these organic wastes contain a variety of trace chemicals of environmental concern such as pharmaceuticals and personal care products (PPCPs), which may pose a risk to agricultural fields and ecosystems. This work aims to investigate the sorption of sitagliptin on four agricultural soils, evaluate the effects of biosolids and sewage effluent application, and elucidate the main sorption mechanism of the pharmaceutical on soils. The sorption study revealed that the sorption capacities of sitagliptin on different soils were positively related to the contents of soil organic matter and negatively associated with soil pH values. The application of biosolids and sewage effluent decreased the sorption capacity of sitagliptin, which may be attributed to the loading of dissolved organic matter derived from organic wastes. The Freundlich isotherm model demonstrated that the addition of biosolids from 0 to 100 % (W/W) consistently decreased the sorption affinity (Kf) of sitagliptin from 1.69 × 102 to 3.82 × 101 mg(1-n) Ln kg-1. Sewage application at 0, 10, 50, and 100 % (V/V) also reduced the Kf values from 1.69 × 102 to 9.17 × 101 mg(1-n) Ln kg-1. Attenuated Total Reflection (ATR)-Infrared (IR) spectroscopy analyses suggested that electrostatic interactions between carbonyl and amino groups of sitagliptin and the negatively charged soil surface are the main sorption mechanisms. In a co-solute system, the sorption affinity of sitagliptin on the soil decreased with increasing metformin concentrations, suggesting that competitive sorption may reduce the sorption capacity of individual contaminants in soil systems containing multiple PPCPs.
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Affiliation(s)
- Alexander Ccanccapa-Cartagena
- Illinois Sustainable Technology Center, University of Illinois at Urbana-Champaign, 1 Hazelwood Drive, Champaign, IL 61820, United States.
| | - Wei Zheng
- Illinois Sustainable Technology Center, University of Illinois at Urbana-Champaign, 1 Hazelwood Drive, Champaign, IL 61820, United States
| | - Sophie Circenis
- Illinois Sustainable Technology Center, University of Illinois at Urbana-Champaign, 1 Hazelwood Drive, Champaign, IL 61820, United States
| | - Sarmila Katuwal
- Illinois Sustainable Technology Center, University of Illinois at Urbana-Champaign, 1 Hazelwood Drive, Champaign, IL 61820, United States
| | - John W Scott
- Illinois Sustainable Technology Center, University of Illinois at Urbana-Champaign, 1 Hazelwood Drive, Champaign, IL 61820, United States
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20
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Scott JW, Neiman PU, Scott KW, Ibrahim AM, Fan Z, Fendrick AM, Dimick JB. High Deductibles are Associated With Severe Disease, Catastrophic Out-of-Pocket Payments for Emergency Surgical Conditions. Ann Surg 2023; 278:e667-e674. [PMID: 36762565 DOI: 10.1097/sla.0000000000005819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
BACKGROUND Out-of-pocket spending has risen for individuals with private health insurance, yet little is known about the unintended consequences that high levels of cost-sharing may have on delayed clinical presentation and financial outcomes for common emergency surgical conditions. METHODS In this retrospective analysis of claims data from a large commercial insurer (2016-2019), we identified adult inpatient admissions following emergency department presentation for common emergency surgical conditions (eg, appendicitis, cholecystitis, diverticulitis, and intestinal obstruction). Primary exposure of interest was enrollment in a high-deductible health insurance plan (HDHP). Our primary outcome was disease severity at presentation-determined using ICD-10-CM diagnoses codes and based on validated measures of anatomic severity (eg, perforation, abscess, diffuse peritonitis). Our secondary outcome was catastrophic out-of-pocket spending, defined by the World Health Organization as out-of-pocket spending >10% of annual income. RESULTS Among 43,516 patients [mean age 48.4 (SD: 11.9) years; 51% female], 41% were enrolled HDHPs. Despite being younger, healthier, wealthier, and more educated, HDHP enrollees were more likely to present with more severe disease (28.5% vs 21.3%, P <0.001; odds ratio (OR): 1.34, 95% CI: 1.28-1.42]); even after adjusting for relevant demographics (adjusted OR: 1.23, 95% CI: 1.18-1.31). HDHP enrollees were also more likely to incur 30-day out-of-pocket spending that exceeded 10% of annual income (20.8% vs 6.4%, adjusted OR: 3.93, 95% CI: 3.65-4.24). Lower-income patients, Black patients, and Hispanic patients were at highest risk of financial strain. CONCLUSIONS For privately insured patients presenting with common surgical emergencies, high-deductible health plans are associated with increased disease severity at admission and a greater financial burden after discharge-especially for vulnerable populations. Strategies are needed to improve financial risk protection for common surgical emergencies.
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Affiliation(s)
- John W Scott
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Pooja U Neiman
- Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - Kirstin W Scott
- Department of Emergency Medicine, University of Michigan, Ann Arbor, MI
| | - Andrew M Ibrahim
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
| | - Zhaohui Fan
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
| | - A Mark Fendrick
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
- Division of General Medicine, University of Michigan Medical School, Ann Arbor, MI
| | - Justin B Dimick
- Department of Surgery, Center for Healthcare Outcomes and Policy, University of Michigan Medical School, Ann Arbor, MI
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI
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21
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Mullens CL, Lussiez A, Scott JW, Kunnath N, Dimick JB, Ibrahim AM. Association of Health Professional Shortage Area Hospital Designation With Surgical Outcomes and Expenditures Among Medicare Beneficiaries. Ann Surg 2023; 278:e733-e739. [PMID: 36538612 DOI: 10.1097/sla.0000000000005762] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
OBJECTIVE To compare surgical outcomes and expenditures at hospitals located in Health Professional Shortage Areas to nonshortage area designated hospitals among Medicare beneficiaries. BACKGROUND More than a quarter of Americans live in federally designated Health Professional Shortage Areas. Although there is growing concern that medical outcomes may be worse, far less is known about hospitals providing surgical care in these areas. METHODS Cross-sectional retrospective study from 2014 to 2018 of 842,787 Medicare beneficiary patient admissions to hospitals with and without Health Professional Shortage Area designations for common operations including appendectomy, cholecystectomy, colectomy, and hernia repair. We assessed risk-adjusted outcomes using multivariable logistic regression accounting for patient factors, admission type, and year were compared for each of the 4 operations. Hospital expenditures were price-standardized, risk-adjusted 30-day surgical episode payments. Primary outcome measures included 30-day mortality, hospital readmissions, and 30-day surgical episode payments. RESULTS Patients (mean age=75.6 years, males=44.4%) undergoing common surgical procedures in shortage area hospitals were less likely to be White (84.6% vs 88.4%, P <0.001) and less likely to have≥2 Elixhauser comorbidities (75.5% vs 78.2%, P <0.001). Patients undergoing surgery at Health Professional Shortage Area hospitals had lower risk-adjusted rates of 30-day mortality (6.05% vs 6.69%, odds ratio=0.90, CI, 0.90-0.91, P <0.001) and readmission (14.99% vs 15.74%, odds ratio=0.94, CI, 0.94-0.95, P <0.001). Medicare expenditures at Health Professional Shortage Area hospitals were also lower than nonshortage designated hospitals ($28,517 vs $29,685, difference= -$1168, P <0.001). CONCLUSIONS Patients presenting to Health Professional Shortage Area hospitals obtain safe care for common surgical procedures without evidence of higher expenditures among Medicare beneficiaries. These findings should be taken into account as current legislative proposals to increase funding for care in these underserved communities are considered.
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Affiliation(s)
- Cody L Mullens
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Alisha Lussiez
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Nicholas Kunnath
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Justin B Dimick
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Andrew M Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Taubman College of Architecture and Urban Planning, University of Michigan, Ann Arbor, MI
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22
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Negoita F, Addinsall AB, Hellberg K, Bringas CF, Hafen PS, Sermersheim TJ, Agerholm M, Lewis CTA, Ahwazi D, Ling NXY, Larsen JK, Deshmukh AS, Hossain MA, Oakhill JS, Ochala J, Brault JJ, Sankar U, Drewry DH, Scott JW, Witczak CA, Sakamoto K. CaMKK2 is not involved in contraction-stimulated AMPK activation and glucose uptake in skeletal muscle. Mol Metab 2023; 75:101761. [PMID: 37380024 PMCID: PMC10362367 DOI: 10.1016/j.molmet.2023.101761] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Revised: 06/21/2023] [Accepted: 06/22/2023] [Indexed: 06/30/2023] Open
Abstract
OBJECTIVE The AMP-activated protein kinase (AMPK) gets activated in response to energetic stress such as contractions and plays a vital role in regulating various metabolic processes such as insulin-independent glucose uptake in skeletal muscle. The main upstream kinase that activates AMPK through phosphorylation of α-AMPK Thr172 in skeletal muscle is LKB1, however some studies have suggested that Ca2+/calmodulin-dependent protein kinase kinase 2 (CaMKK2) acts as an alternative kinase to activate AMPK. We aimed to establish whether CaMKK2 is involved in activation of AMPK and promotion of glucose uptake following contractions in skeletal muscle. METHODS A recently developed CaMKK2 inhibitor (SGC-CAMKK2-1) alongside a structurally related but inactive compound (SGC-CAMKK2-1N), as well as CaMKK2 knock-out (KO) mice were used. In vitro kinase inhibition selectivity and efficacy assays, as well as cellular inhibition efficacy analyses of CaMKK inhibitors (STO-609 and SGC-CAMKK2-1) were performed. Phosphorylation and activity of AMPK following contractions (ex vivo) in mouse skeletal muscles treated with/without CaMKK inhibitors or isolated from wild-type (WT)/CaMKK2 KO mice were assessed. Camkk2 mRNA in mouse tissues was measured by qPCR. CaMKK2 protein expression was assessed by immunoblotting with or without prior enrichment of calmodulin-binding proteins from skeletal muscle extracts, as well as by mass spectrometry-based proteomics of mouse skeletal muscle and C2C12 myotubes. RESULTS STO-609 and SGC-CAMKK2-1 were equally potent and effective in inhibiting CaMKK2 in cell-free and cell-based assays, but SGC-CAMKK2-1 was much more selective. Contraction-stimulated phosphorylation and activation of AMPK were not affected with CaMKK inhibitors or in CaMKK2 null muscles. Contraction-stimulated glucose uptake was comparable between WT and CaMKK2 KO muscle. Both CaMKK inhibitors (STO-609 and SGC-CAMKK2-1) and the inactive compound (SGC-CAMKK2-1N) significantly inhibited contraction-stimulated glucose uptake. SGC-CAMKK2-1 also inhibited glucose uptake induced by a pharmacological AMPK activator or insulin. Relatively low levels of Camkk2 mRNA were detected in mouse skeletal muscle, but neither CaMKK2 protein nor its derived peptides were detectable in mouse skeletal muscle tissue. CONCLUSIONS We demonstrate that pharmacological inhibition or genetic loss of CaMKK2 does not affect contraction-stimulated AMPK phosphorylation and activation, as well as glucose uptake in skeletal muscle. Previously observed inhibitory effect of STO-609 on AMPK activity and glucose uptake is likely due to off-target effects. CaMKK2 protein is either absent from adult murine skeletal muscle or below the detection limit of currently available methods.
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Affiliation(s)
- Florentina Negoita
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Alex B Addinsall
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Kristina Hellberg
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Conchita Fraguas Bringas
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Paul S Hafen
- Department of Anatomy, Cell Biology & Physiology, and Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN 46202, USA; Indiana Center for Diabetes & Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN 46202, USA; Division of Science, Indiana University Purdue University Columbus, Columbus, IN 47203, USA
| | - Tyler J Sermersheim
- Department of Anatomy, Cell Biology & Physiology, and Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN 46202, USA; Indiana Center for Diabetes & Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Marianne Agerholm
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Christopher T A Lewis
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen 2200, Denmark
| | - Danial Ahwazi
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Naomi X Y Ling
- Metabolic Signalling, St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia
| | - Jeppe K Larsen
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Atul S Deshmukh
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark
| | - Mohammad A Hossain
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Jonathan S Oakhill
- Metabolic Signalling, St. Vincent's Institute of Medical Research, Fitzroy, VIC 3065, Australia; Department of Medicine, University of Melbourne, Parkville, VIC 3010, Australia
| | - Julien Ochala
- Department of Biomedical Sciences, University of Copenhagen, Copenhagen 2200, Denmark
| | - Jeffrey J Brault
- Department of Anatomy, Cell Biology & Physiology, and Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Uma Sankar
- Department of Anatomy, Cell Biology & Physiology, and Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - David H Drewry
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA; Lineberger Comprehensive Cancer Center, Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - John W Scott
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, Melbourne, VIC 3052, Australia; The Florey Institute of Neuroscience and Mental Health, Parkville, Melbourne, VIC 3052, Australia; St Vincent's Institute of Medical Research, Fitzroy, Melbourne, VIC 3065, Australia
| | - Carol A Witczak
- Department of Anatomy, Cell Biology & Physiology, and Indiana Center for Musculoskeletal Health, Indiana University School of Medicine, Indianapolis, IN 46202, USA; Indiana Center for Diabetes & Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN 46202, USA.
| | - Kei Sakamoto
- Novo Nordisk Foundation Center for Basic Metabolic Research, University of Copenhagen, Copenhagen 2200, Denmark; The Novo Nordisk Foundation Center for Genomic Mechanisms of Disease, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
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23
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Mullens CL, Scott JW, Mead M, Kunnath N, Dimick JB, Ibrahim AM. Surgical Procedures at Critical Access Hospitals Within Hospital Networks. Ann Surg 2023; 278:e496-e502. [PMID: 36472196 DOI: 10.1097/sla.0000000000005772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVE To compare surgical outcomes and expenditures at critical access hospitals that do versus do not participate in a hospital network among Medicare beneficiaries. BACKGROUND Critical access hospitals provide essential care to more than 80 million Americans. These hospitals, often rural, are located more than 35 miles away from another hospital and are required to maintain patient transfer agreements with other facilities capable of providing higher levels of care. Some critical access hospitals have gone further to formally participate in a hospital network. METHODS This was a cross-sectional retrospective study from 2014 to 2018 comparing 16,128 Medicare beneficiary admissions for appendectomy, cholecystectomy, colectomy, or hernia repair at critical access hospitals that do versus do not participate in a hospital network. Thirty-day mortality and readmissions were risk adjusted using multivariable logistic regression accounting for patient and hospital factors. Price-standardized, risk-adjusted Medicare expenditures were compared for the 30-day total episode payments consisting of index hospitalization, physician services, readmissions, and postacute care payments. RESULTS Beneficiaries (average age = 75.7 years, SD = 7.4) who obtained care at critical access hospitals in a hospital network were more likely to carry ≥2 Elixhauser comorbidities (68.7% vs. 62.8%, P < 0.001). Rates of 30-day mortality were higher at critical access hospitals in a hospital network (4.30% vs. 3.81%, OR = 1.11, P < 0.001). Similarly, readmission rates were higher at critical access hospitals that were in a hospital network (15.13% vs. 14.34%, OR = 1.06, P < 0.001). Additionally, total episode payments were found to be $960 higher per patient at critical access hospitals that were in a hospital network ($23,878 vs. $22,918, P < 0.001). CONCLUSIONS Critical access hospitals within hospital networks provided care to more medically complex patients and were associated with worse clinical outcomes and higher costs among Medicare beneficiaries undergoing common general surgery operations.
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Affiliation(s)
- Cody L Mullens
- Center for Healthcare Outcomes and Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
| | - John W Scott
- Center for Healthcare Outcomes and Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Mitchell Mead
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Nicholas Kunnath
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Justin B Dimick
- Center for Healthcare Outcomes and Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Andrew M Ibrahim
- Center for Healthcare Outcomes and Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
- Taubman College of Architecture and Urban Planning, University of Michigan, Ann Arbor, MI
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24
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Mullens CL, Lussiez A, Scott JW, Kunnath N, Dimick JB, Ibrahim AM. High-risk surgery among Medicare beneficiaries living in health professional shortage areas. J Rural Health 2023; 39:824-832. [PMID: 36764827 DOI: 10.1111/jrh.12748] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
PURPOSE Americans who reside in health professional shortage areas currently have less than half of the needed physician workforce. While the shortage designation has been associated with poor outcomes for chronic medical conditions, far less is known about outcomes after high-risk surgical procedures. METHODS We performed a retrospective review of Medicare beneficiaries living in health professional shortage areas and nonshortage areas who underwent abdominal aortic aneurysm repair, coronary artery bypass graft, esophagectomy, liver resection, pancreatectomy, or rectal resection between 2014 and 2018. Risk-adjusted multivariable logistic regression was used to determine whether rates of postoperative complications and 30-day mortality differed between patient cohorts. Beneficiary and hospital ZIP codes were used to quantify travel time to obtain care. FINDINGS Compared with patients living in nonshortage areas, patients living in health professional shortage areas traveled longer (median 60.0 vs 28.0 minutes, P<.001). There were no differences in risk-adjusted rates of complications (28.5% vs 28.6%, OR = 1.00, 95% CI 1.00-1.00, P = .59) and small differences in rates of 30-day mortality (4.2% vs 4.4%, OR = 0.95, 95% CI 0.95-0.95, P<.001) between beneficiaries living in shortage areas versus those not in shortage areas, respectively. CONCLUSIONS Patients living in health professional shortage area undergoing high-risk surgery traveled more than 2 times longer for their care to obtain similar outcomes. While reassuring for clinical outcomes, additional efforts may be needed to mitigate the travel burden experienced by shortage area patients.
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Affiliation(s)
| | - Alisha Lussiez
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan, USA
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan, USA
| | - Nicholas Kunnath
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan, USA
| | - Justin B Dimick
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan, USA
| | - Andrew M Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor, Michigan, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan, USA
- Taubman College of Architecture and Urban Planning, University of Michigan, Ann Arbor, Michigan, USA
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25
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Scott JW, Nguyen MD, Park D, Halperin WP. Magnetic Susceptibility of Andreev Bound States in Superfluid ^{3}He-B. Phys Rev Lett 2023; 131:046001. [PMID: 37566829 DOI: 10.1103/physrevlett.131.046001] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 05/23/2023] [Accepted: 06/12/2023] [Indexed: 08/13/2023]
Abstract
Nuclear magnetic resonance measurements of the magnetic susceptibility of superfluid ^{3}He imbibed in anisotropic aerogel reveal anomalous behavior at low temperatures. Although the frequency shift clearly identifies a low-temperature phase as the B phase, the magnetic susceptibility does not display the expected decrease associated with the formation of the opposite-spin Cooper pairs. This susceptibility anomaly appears to be the predicted high-field behavior corresponding to the Ising-like magnetic character of surface Andreev bound states within the planar aerogel structures.
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Affiliation(s)
- J W Scott
- Northwestern University, Evanston, Illinois 60208, USA
| | - M D Nguyen
- Northwestern University, Evanston, Illinois 60208, USA
| | - D Park
- Northwestern University, Evanston, Illinois 60208, USA
| | - W P Halperin
- Northwestern University, Evanston, Illinois 60208, USA
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26
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Zhao L, Scott JW, Prada AF. From Micro-Plastic to Nano-Plastic in Wastewater: A Study of Their Potentials to Impact Biogeochemical Processes Using Electron Microscope. Microsc Microanal 2023; 29:1239-1240. [PMID: 37613453 DOI: 10.1093/micmic/ozad067.636] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/25/2023]
Affiliation(s)
- Linduo Zhao
- The Illinois Sustainable Technology Center, Prairie Research Institute, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - John W Scott
- The Illinois Sustainable Technology Center, Prairie Research Institute, University of Illinois at Urbana-Champaign, Urbana, IL, United States
| | - Andres F Prada
- The Illinois Sustainable Technology Center, Prairie Research Institute, University of Illinois at Urbana-Champaign, Urbana, IL, United States
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27
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Bhaumik D, Ndumele CD, Scott JW, Wallace J. Association between Medicare eligibility at age 65 years and in-hospital treatment patterns and health outcomes for patients with trauma: regression discontinuity approach. BMJ 2023; 382:e074289. [PMID: 37433620 PMCID: PMC10334336 DOI: 10.1136/bmj-2022-074289] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 05/31/2023] [Indexed: 07/13/2023]
Abstract
OBJECTIVE To determine whether health systems in the United States modify treatment or discharge decisions for otherwise similar patients based on health insurance coverage. DESIGN Regression discontinuity approach. SETTING American College of Surgeons' National Trauma Data Bank, 2007-17. PARTICIPANTS Adults aged between 50 and 79 years with a total of 1 586 577 trauma encounters at level I and level II trauma centers in the US. INTERVENTIONS Eligibility for Medicare at age 65 years. MAIN OUTCOME MEASURES The main outcome measure was change in health insurance coverage, complications, in-hospital mortality, processes of care in the trauma bay, treatment patterns during hospital admission, and discharge locations at age 65 years. RESULTS 1 586 577 trauma encounters were included. At age 65, a discontinuous increase of 9.6 percentage points (95% confidence interval 9.1 to 10.1) was observed in the share of patients with health insurance coverage through Medicare at age 65 years. Entry to Medicare at age 65 was also associated with a decrease in length of hospital stay for each encounter, of 0.33 days (95% confidence interval -0.42 to -0.24 days), or nearly 5%), which coincided with an increase in discharges to nursing homes (1.56 percentage points, 95% confidence interval 0.94 to 2.16 percentage points) and transfers to other inpatient facilities (0.57 percentage points, 0.33 to 0.80 percentage points), and a large decrease in discharges to home (1.99 percentage points, -2.73 to -1.27 percentage points). Relatively small (or no) changes were observed in treatment patterns during the patients' hospital admission, including no changes in potentially life saving treatments (eg, blood transfusions) or mortality. CONCLUSIONS The findings suggest that differences in treatment for otherwise similar patients with trauma with different forms of insurance coverage arose during the discharge planning process, with little evidence that health systems modified treatment decisions based on patients' coverage.
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Affiliation(s)
- Deepon Bhaumik
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, 06510, USA
| | - Chima D Ndumele
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, 06510, USA
| | - John W Scott
- Center for Healthcare Outcomes and Policy, Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Jacob Wallace
- Department of Health Policy and Management, Yale School of Public Health, New Haven, CT, 06510, USA
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28
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Styles JN, Egorov AI, Griffin SM, Klein J, Scott JW, Sams EA, Hudgens E, Mugford C, Stewart JR, Lu K, Jaspers I, Keely SP, Brinkman NE, Arnold JW, Wade TJ. Greener residential environment is associated with increased bacterial diversity in outdoor ambient air. Sci Total Environ 2023; 880:163266. [PMID: 37028654 DOI: 10.1016/j.scitotenv.2023.163266] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Revised: 03/31/2023] [Accepted: 03/31/2023] [Indexed: 05/27/2023]
Abstract
In urban areas, exposure to greenspace has been found to be beneficial to human health. The biodiversity hypothesis proposed that exposure to diverse ambient microbes in greener areas may be one pathway leading to health benefits such as improved immune system functioning, reduced systemic inflammation, and ultimately reduced morbidity and mortality. Previous studies observed differences in ambient outdoor bacterial diversity between areas of high and low vegetated land cover but didn't focus on residential environments which are important to human health. This research examined the relationship between vegetated land and tree cover near residence and outdoor ambient air bacterial diversity and composition. We used a filter and pump system to collect ambient bacteria samples outside residences in the Raleigh-Durham-Chapel Hill metropolitan area and identified bacteria by 16S rRNA amplicon sequencing. Geospatial quantification of total vegetated land or tree cover was conducted within 500 m of each residence. Shannon's diversity index and weighted UniFrac distances were calculated to measure α (within-sample) and β (between-sample) diversity, respectively. Linear regression for α-diversity and permutational analysis of variance (PERMANOVA) for β-diversity were used to model relationships between vegetated land and tree cover and bacterial diversity. Data analysis included 73 ambient air samples collected near 69 residences. Analysis of β-diversity demonstrated differences in ambient air microbiome composition between areas of high and low vegetated land (p = 0.03) and tree cover (p = 0.07). These relationships remained consistent among quintiles of vegetated land (p = 0.03) and tree cover (p = 0.008) and continuous measures of vegetated land (p = 0.03) and tree cover (p = 0.03). Increased vegetated land and tree cover were also associated with increased ambient microbiome α-diversity (p = 0.06 and p = 0.03, respectively). To our knowledge, this is the first study to demonstrate associations between vegetated land and tree cover and the ambient air microbiome's diversity and composition in the residential ecosystem.
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Affiliation(s)
- Jennifer N Styles
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC, USA; Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA; Department of Pediatrics, Division of Allergy and Immunology, Chapel Hill, NC, USA.
| | - Andrey I Egorov
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC, USA
| | - Shannon M Griffin
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Cincinnati, OH, USA
| | - Jo Klein
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC, USA; North Carolina State University Libraries, Raleigh, NC, USA
| | - J W Scott
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC, USA
| | - Elizabeth A Sams
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC, USA
| | - Edward Hudgens
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC, USA
| | - Chris Mugford
- United States Public Health Service Commissioned Corps, Research Triangle Park, NC, USA; The Agency for Toxic Substances and Disease Registry, Boston, MA, USA
| | - Jill R Stewart
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Kun Lu
- Department of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina, Chapel Hill, NC, USA
| | - Ilona Jaspers
- Curriculum in Toxicology and Environmental Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Center for Environmental Medicine, Asthma, and Lung Biology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA; Department of Pediatrics, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Scott P Keely
- United States Environmental Protection Agency, Center for Environmental Measurement and Monitoring, Office of Research and Development, Cincinnati, OH, USA
| | - Nichole E Brinkman
- United States Environmental Protection Agency, Center for Environmental Solutions and Emergency Response, Office of Research and Development, Cincinnati, OH, USA
| | - Jason W Arnold
- Division of Gastroenterology and Hepatology, Department of Medicine, Microbiome Core Facility, Center for Gastrointestinal Biology and Disease, School of Medicine, University of North Carolina, Chapel Hill, NC, USA; Department of Molecular Genetics and Microbiology, Duke Microbiome Center, Duke University, Durham, NC, USA
| | - Timothy J Wade
- United States Environmental Protection Agency, Center for Public Health and Environmental Assessment, Office of Research and Development, Research Triangle Park, NC, USA
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29
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Carlton EF, Moniz MH, Scott JW, Prescott HC, Prosser LA, Becker NV. Preexisting Financial Hardship Among Caregivers of Hospitalized Children. JAMA Pediatr 2023; 177:732-733. [PMID: 37126328 PMCID: PMC10152370 DOI: 10.1001/jamapediatrics.2023.0638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/10/2022] [Accepted: 02/13/2023] [Indexed: 05/02/2023]
Abstract
This cross-sectional study examines preexisting financial hardship among caregivers of hospitalized children.
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Affiliation(s)
- Erin F. Carlton
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor
| | - Michelle H. Moniz
- Department of Obstetrics and Gynecology, University of Michigan Medical School, Ann Arbor
| | - John W. Scott
- Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Hallie C. Prescott
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
| | - Lisa A. Prosser
- Department of Pediatrics, University of Michigan Medical School, Ann Arbor
| | - Nora V. Becker
- Department of Internal Medicine, University of Michigan Medical School, Ann Arbor
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30
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Carlton EF, Moniz MH, Scott JW, Prescott HC, Becker NV. Financial outcomes after pediatric critical illness among commercially insured families. Crit Care 2023; 27:227. [PMID: 37291638 PMCID: PMC10249539 DOI: 10.1186/s13054-023-04493-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 05/15/2023] [Indexed: 06/10/2023] Open
Abstract
Critical illness results in subjective financial distress for families, but little is known about objective caregiver finances after a child's pediatric intensive care unit (PICU) hospitalization. Using statewide commercial insurance claims linked to cross-sectional commercial credit data, we identified caregivers of children with PICU hospitalizations in January-June 2020 and January-June 2021. Credit data included delinquent debt, debt in collections (medical and non-medical), low credit score (< 660), and a composite of any debt or poor credit and were measured in January 2021 for all caregivers. For the 2020 cohort ("post-PICU"), credit outcomes in January 2021 were measured at least 6 months following PICU hospitalization and reflect financial status after the hospitalization. For the 2021 cohort (comparison), financial outcomes were measured prior to their child's PICU hospitalization and therefore reflect pre-hospitalization financial status. We identified 2032 caregivers, 1017 post-PICU caregivers and 1015 comparison cohort caregivers, of which 1016 and 1014 were matched to credit data, respectively. Post-PICU caregivers had higher adjusted odds of having any delinquent debt [aOR 1.25; 95%CI 1.02-1.53; p = 0.03] and having a low credit score [aOR 1.29; 95%CI 1.06-1.58; p = 0.01]. However, there was no difference in the amount of delinquent debt or debt in collections among those with nonzero debt. Overall, 39.5% and 36.5% of post-PICU and comparator caregivers, respectively, had delinquent debt, debt in collections or poor credit. Many caregivers of critically ill children have financial debt or poor credit during hospitalization and post-discharge. However, caregivers may be at higher risk for poor financial status following their child's critical illness.
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Affiliation(s)
- Erin F Carlton
- Department of Pediatrics, University of Michigan, 1500 E. Medical Center Dr., Ann Arbor, MI, 48109, USA.
| | - Michelle H Moniz
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI, USA
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Hallie C Prescott
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Nora V Becker
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
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Carlton EF, Becker NV, Moniz MH, Scott JW, Prescott HC, Chua KP. Out-of-Pocket Spending for Non-Birth-Related Hospitalizations of Privately Insured US Children, 2017 to 2019. JAMA Pediatr 2023; 177:516-525. [PMID: 36972040 PMCID: PMC10043803 DOI: 10.1001/jamapediatrics.2023.0130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Accepted: 12/13/2022] [Indexed: 03/29/2023]
Abstract
Importance Privately insured US children account for 40% of non-birth-related pediatric hospitalizations. However, there are no national data on the magnitude or correlates of out-of-pocket spending for these hospitalizations. Objective To estimate out-of-pocket spending for non-birth-related hospitalizations among privately insured children and identify factors associated with this spending. Design, Setting, and Participants This study is a cross-sectional analysis of the IBM MarketScan Commercial Database, which reports claims from 25 to 27 million privately insured enrollees annually. In the primary analysis, all non-birth-related hospitalizations of children 18 years and younger from 2017 through 2019 were included. In a secondary analysis focused on insurance benefit design, hospitalizations that could be linked to the IBM MarketScan Benefit Plan Design Database and were covered by plans with a family deductible and inpatient coinsurance requirements were analyzed. Main Outcomes and Measures In the primary analysis, factors associated with out-of-pocket spending per hospitalization (sum of deductibles, coinsurance, and copayments) were identified using a generalized linear model. In the secondary analysis, variation in out-of-pocket spending was assessed by level of deductible and inpatient coinsurance requirements. Results Among 183 780 hospitalizations in the primary analysis, 93 186 (50.7%) were for female children, and the median (IQR) age of hospitalized children was 12 (4-16) years. A total of 145 108 hospitalizations (79.0%) were for children with a chronic condition and 44 282 (24.1%) were covered by a high-deductible health plan. Mean (SD) total spending per hospitalization was $28 425 ($74 715). Mean (SD) and median (IQR) out-of-pocket spending per hospitalization were $1313 ($1734) and $656 ($0-$2011), respectively. Out-of-pocket spending exceeded $3000 for 25 700 hospitalizations (14.0%). Factors associated with higher out-of-pocket spending included hospitalization in quarter 1 compared with quarter 4 (average marginal effect [AME], $637; 99% CI, $609-$665) and lack of chronic conditions compared with having a complex chronic condition (AME, $732; 99% CI, $696-$767). The secondary analysis included 72 165 hospitalizations. Among hospitalizations covered by the least generous plans (deductible of $3000 or more and coinsurance of 20% or more) and most generous plans (deductible less than $1000 and coinsurance of 1% to 19%), mean (SD) out-of-pocket spending was $1974 ($1999) and $826 ($798), respectively (AME, $1123; 99% CI, $1069-$1179). Conclusions and Relevance In this cross-sectional study, out-of-pocket spending for non-birth-related pediatric hospitalizations were substantial, especially when they occurred early in the year, involved children without chronic conditions, or were covered by plans with high cost-sharing requirements.
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Affiliation(s)
- Erin F. Carlton
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Michigan Medical School, Ann Arbor
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - Nora V. Becker
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Division of General Medicine, University of Michigan Medical School, Ann Arbor
| | - Michelle H. Moniz
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Obstetrics and Gynecology, University of Michigan Medical School, Ann Arbor
| | - John W. Scott
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Hallie C. Prescott
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, University of Michigan Medical School, Ann Arbor
- Veterans Affairs Center for Clinical Management Research, Health Sciences Research and Development Center of Innovation, Ann Arbor, Michigan
| | - Kao-Ping Chua
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Health Management and Policy, University of Michigan School of Public Health, Ann Arbor
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Becker NV, Carlton EF, Iwashyna TJ, Scott JW, Moniz MH, Ayanian JZ. Patient adverse financial outcomes before and after COVID-19 infection. J Hosp Med 2023; 18:424-428. [PMID: 37069741 PMCID: PMC10560515 DOI: 10.1002/jhm.13105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Revised: 03/24/2023] [Accepted: 03/31/2023] [Indexed: 04/19/2023]
Abstract
Adverse financial outcomes after COVID-19 infection and hospitalization have not been assessed with appropriate comparators to account for other financial disruptions of 2020-2021. Using credit report data from 132,109 commercially insured COVID-19 survivors, we compared the rates of adverse financial outcomes for two cohorts of individuals with credit outcomes measured before and after COVID-19 infection, using an interaction term between cohort and hospitalization to test whether adverse credit outcomes changed more for hospitalized than nonhospitalized COVID-19 patients. Covariates included age group, gender, and several area-level social determinants of health. Adverse financial outcomes were significantly more common after COVID-19 infection than before COVID-19 infection, with greater increases among those hospitalized with COVID-19 (5-8 percentage points) than among nonhospitalized patients (1-3 percentage points). Future work examining longitudinal financial outcomes before and after COVID-19 infection is needed to determine the causal mechanisms of this association to reduce financial hardship from COVID-19 and other conditions.
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Affiliation(s)
- Nora V. Becker
- Division of General Medicine, University of Michigan Medical School
- Institute for Healthcare Policy and Innovation, University of Michigan
| | - Erin F. Carlton
- Division of Pediatric Critical Care Medicine, University of Michigan Medical School
- Institute for Healthcare Policy and Innovation, University of Michigan
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan Medical School
| | - Theodore J. Iwashyna
- Department of Medicine, School of Medicine, and Department of Health Policy and Management, School of Public Health, Johns Hopkins University
| | - John W. Scott
- Department of Surgery, University of Michigan Medical School
- Institute for Healthcare Policy and Innovation, University of Michigan
| | - Michelle H. Moniz
- Department of Obstetrics and Gynecology, University of Michigan Medical School
- Institute for Healthcare Policy and Innovation, University of Michigan
| | - John Z. Ayanian
- Division of General Medicine, University of Michigan Medical School
- Institute for Healthcare Policy and Innovation, University of Michigan
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Neiman PU, Mouli VH, Taylor KK, Fan Z, Scott JW. Variability in Out-of-Pocket Costs and Quality for Common Emergency General Surgery Conditions. JAMA Surg 2023; 158:423-425. [PMID: 36652221 PMCID: PMC9857707 DOI: 10.1001/jamasurg.2022.6356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 09/09/2022] [Indexed: 01/19/2023]
Abstract
This cross-sectional study uses payment information from a larger commercial payer in the US to assess the out-of-pocket and total costs for emergency surgery from 2016 to 2019 in the context of quality of care.
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Affiliation(s)
- Pooja U. Neiman
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | | | | | - Zhaohui Fan
- Department of Surgery, University of Michigan, Ann Arbor
| | - John W. Scott
- Department of Surgery, University of Michigan, Ann Arbor
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Ehsan AN, Wu CA, Minasian A, Singh T, Bass M, Pace L, Ibbotson GC, Bempong-Ahun N, Pusic A, Scott JW, Mekary RA, Ranganathan K. Financial Toxicity Among Patients With Breast Cancer Worldwide: A Systematic Review and Meta-analysis. JAMA Netw Open 2023; 6:e2255388. [PMID: 36753274 PMCID: PMC9909501 DOI: 10.1001/jamanetworkopen.2022.55388] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 12/20/2022] [Indexed: 02/09/2023] Open
Abstract
Importance Financial toxicity (FT) is the negative impact of cost of care on financial well-being. Patients with breast cancer are at risk for incurring high out-of-pocket costs given the long-term need for multidisciplinary care and expensive treatments. Objective To quantify the FT rate of patients with breast cancer and identify particularly vulnerable patient populations nationally and internationally. Data Sources A systematic review and meta-analysis were conducted. Four databases-Embase, PubMed, Global Index Medicus, and Global Health (EBSCO)-were queried from inception to February 2021. Data analysis was performed from March to December 2022. Study Selection A comprehensive database search was performed for full-text, English-language articles reporting FT among patients with breast cancer. Two independent reviewers conducted study screening and selection; 462 articles underwent full-text review. Data Extraction and Synthesis A standardized data extraction tool was developed and validated by 2 independent authors; study quality was also assessed. Variables assessed included race, income, insurance status, education status, employment, urban or rural status, and cancer stage and treatment. Pooled estimates of FT rates and their 95% CIs were obtained using the random-effects model. Main Outcomes and Measures FT was the primary outcome and was evaluated using quantitative FT measures, including rate of patients experiencing FT, and qualitative FT measures, including patient-reported outcome measures or patient-reported severity and interviews. The rates of patients in high-income, middle-income, and low-income countries who incurred FT according to out-of-pocket cost, income, or patient-reported impact of expenditures during breast cancer diagnosis and treatment were reported as a meta-analysis. Results Of the 11 086 articles retrieved, 34 were included in the study. Most studies were from high-income countries (24 studies), and the rest were from low- and middle-income countries (10 studies). The sample size of included studies ranged from 5 to 2445 people. There was significant heterogeneity in the definition of FT. FT rate was pooled from 18 articles. The pooled FT rate was 35.3% (95% CI, 27.3%-44.4%) in high-income countries and 78.8% (95% CI, 60.4%-90.0%) in low- and middle-income countries. Conclusions and Relevance Substantial FT is associated with breast cancer treatment worldwide. Although the FT rate was higher in low- and middle-income countries, more than 30% of patients in high-income countries also incurred FT. Policies designed to offset the burden of direct medical and nonmedical costs are required to improve the financial health of vulnerable patients with breast cancer.
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Affiliation(s)
- Anam N. Ehsan
- Program in Global Surgery and Social Change, Harvard Medical School, Boston, Massachusetts
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Catherine A. Wu
- Harvard Medical School, Boston, Massachusetts
- Department of Plastic Surgery, University of California, Orange
| | - Alexandra Minasian
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
| | - Tavneet Singh
- School of Pharmacy, MCPHS University, Boston, Massachusetts
| | - Michelle Bass
- Countway Library of Medicine, Harvard Medical School, Boston, Massachusetts
| | - Lydia Pace
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - Geoffrey C. Ibbotson
- United Nations Institute for Training and Research, Palais des Nations, Geneva, Switzerland
- The Global Surgery Foundation, Geneva, Switzerland
| | - Nefti Bempong-Ahun
- United Nations Institute for Training and Research, Palais des Nations, Geneva, Switzerland
- The Global Surgery Foundation, Geneva, Switzerland
| | - Andrea Pusic
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
| | - John W. Scott
- Center for Healthcare Outcomes and Policy, Department of Surgery, University of Michigan, Ann Arbor
| | - Rania A. Mekary
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- School of Pharmacy, MCPHS University, Boston, Massachusetts
| | - Kavitha Ranganathan
- Program in Global Surgery and Social Change, Harvard Medical School, Boston, Massachusetts
- Department of Surgery, Brigham and Women’s Hospital, Boston, Massachusetts
- Harvard Medical School, Boston, Massachusetts
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Oliphant BW, Sangji NF, Dolman HS, Scott JW, Hemmila MR. The National Provider Identifier Taxonomy: Does it Align With a Surgeon's Actual Clinical Practice? J Surg Res 2023; 282:254-261. [PMID: 36332304 DOI: 10.1016/j.jss.2022.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Revised: 08/05/2022] [Accepted: 09/15/2022] [Indexed: 11/08/2022]
Abstract
INTRODUCTION The taxonomy code(s) associated with each National Provider Identifier (NPI) entry should characterize the provider's role (e.g., physician) and any specialization (e.g., orthopedic surgery). While the intent of the taxonomy system was to monitor medical appropriateness and the expertise of care provided, this system is now being used by researchers to identify providers and their practices. It is unknown how accurate the taxonomy codes are in describing a provider's true specialization. METHODS Department websites of orthopedic surgery and general surgery from three large academic institutions were queried for practicing surgeons. The surgeon's specialty and subspeciality information listed was compared to the provider's taxonomy code(s) listed on the National Plan and Provider Enumeration System (NPPES). The match rate between these data sources was evaluated based on the specialty, subspecialty, and institution. RESULTS There were 295 surgeons (205 general surgery and 90 orthopedic surgery) and 24 relevant taxonomies (8 orthopedic and 16 general or plastic) for analysis. Of these, 294 surgeons (99%) selected their general specialty taxonomy correctly, while only 189 (64%) correctly chose an appropriate subspecialty. General surgeons correctly chose a subspecialty more often than orthopedic surgeons (70 versus 51%, P = 0.002). The institution did not affect either match rate, however there were some differences noted in subspecialty match rates inside individual departments. CONCLUSIONS In these institutions, the NPI taxonomy is not accurate for describing a surgeon's subspecialty or actual practice. Caution should be taken when utilizing this variable to describe a surgeon's subspecialization as our findings might apply in other groups.
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Affiliation(s)
- Bryant W Oliphant
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI.
| | - Naveen F Sangji
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | | | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Mark R Hemmila
- Department of Surgery, University of Michigan, Ann Arbor, MI
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Wells C, Liang Y, Pulliam TL, Lin C, Awad D, Eduful B, O’Byrne S, Hossain MA, Catta-Preta CMC, Ramos PZ, Gileadi O, Gileadi C, Couñago RM, Stork B, Langendorf CG, Nay K, Oakhill JS, Mukherjee D, Racioppi L, Means AR, York B, McDonnell DP, Scott JW, Frigo DE, Drewry DH. SGC-CAMKK2-1: A Chemical Probe for CAMKK2. Cells 2023; 12:287. [PMID: 36672221 PMCID: PMC9856672 DOI: 10.3390/cells12020287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 12/31/2022] [Accepted: 01/05/2023] [Indexed: 01/13/2023] Open
Abstract
The serine/threonine protein kinase calcium/calmodulin-dependent protein kinase kinase 2 (CAMKK2) plays critical roles in a range of biological processes. Despite its importance, only a handful of inhibitors of CAMKK2 have been disclosed. Having a selective small molecule tool to interrogate this kinase will help demonstrate that CAMKK2 inhibition can be therapeutically beneficial. Herein, we disclose SGC-CAMKK2-1, a selective chemical probe that targets CAMKK2.
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Affiliation(s)
- Carrow Wells
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Yi Liang
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Thomas L. Pulliam
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Chenchu Lin
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Dominik Awad
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
| | - Benjamin Eduful
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Sean O’Byrne
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Mohammad Anwar Hossain
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
| | - Carolina Moura Costa Catta-Preta
- Centro de Química Medicinal (CQMED), Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas 13083-886, Brazil
| | - Priscila Zonzini Ramos
- Centro de Química Medicinal (CQMED), Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas 13083-886, Brazil
| | - Opher Gileadi
- Centro de Química Medicinal (CQMED), Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas 13083-886, Brazil
| | - Carina Gileadi
- Centro de Química Medicinal (CQMED), Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas 13083-886, Brazil
| | - Rafael M. Couñago
- Centro de Química Medicinal (CQMED), Centro de Biologia Molecular e Engenharia Genética (CBMEG), Universidade Estadual de Campinas (UNICAMP), Campinas 13083-886, Brazil
| | - Brittany Stork
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | | | - Kevin Nay
- St Vincent’s Institute of Medical Research, Fitzroy, VIC 3065, Australia
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC 3052, Australia
| | | | - Debarati Mukherjee
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27705, USA
| | - Luigi Racioppi
- Department of Medicine, Division of Hematological Malignancies and Cellular Therapy, Duke University School of Medicine, Durham, NC 27710, USA
- Department of Molecular Medicine and Medical Biotechnology, University of Naples Federico II, 80131 Naples, Italy
| | - Anthony R. Means
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Brian York
- Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX 77030, USA
| | - Donald P. McDonnell
- Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27705, USA
| | - John W. Scott
- St Vincent’s Institute of Medical Research, Fitzroy, VIC 3065, Australia
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC 3052, Australia
- The Florey Institute of Neuroscience and Mental Health, Parkville, VIC 3052, Australia
| | - Daniel E. Frigo
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Center for Nuclear Receptors and Cell Signaling, University of Houston, Houston, TX 77204, USA
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA
| | - David H. Drewry
- Structural Genomics Consortium, UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
- Lineberger Comprehensive Cancer Center, Department of Medicine, School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
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Diaz A, Lindau ST, Obeng-Gyasi S, Dimick JB, Scott JW, Ibrahim AM. Association of Hospital Quality and Neighborhood Deprivation With Mortality After Inpatient Surgery Among Medicare Beneficiaries. JAMA Netw Open 2023; 6:e2253620. [PMID: 36716028 PMCID: PMC9887494 DOI: 10.1001/jamanetworkopen.2022.53620] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/06/2022] [Indexed: 01/31/2023] Open
Abstract
Importance Although the hospital at which a patient is treated is a known source of variation in mortality after inpatient surgery, far less is known about how the neighborhoods from which patients come may also contribute. Objective To compare postoperative mortality among Medicare beneficiaries based on the level of neighborhood deprivation where they live and hospital quality where they received care. Design, Setting, and Participants This cross-sectional study examined outcomes among Medicare beneficiaries undergoing 1 of 5 common surgical procedures (colon resection, coronary artery bypass, cholecystectomy, appendectomy, or incisional hernia repair) between 2014 and 2018. Hospital quality was assigned using the Centers for Medicare & Medicaid Services Star Rating. Each beneficiary's neighborhood was identified at the census tract level and sorted in quintiles based on its Area Deprivation Index score, a composite measure of neighborhood quality, including education, employment, and housing quality. A risk matrix across hospital quality and neighborhood deprivation was created to determine the relative contribution of each to mortality after surgery. Data were analyzed from June 1 to December 31, 2021. Exposures Hospital quality and neighborhood deprivation. Main Outcomes and Measures The main outcome was risk-adjusted 30-day mortality after surgery using a multivariable logistic regression model taking into account patient factors and procedure type. Results A total of 1 898 829 Medicare beneficiaries (mean [SD] age, 74.8 [7.0] years; 961 216 [50.6%] male beneficiaries; 28 432 [1.5%] Asian, 145 160 [77%] Black, and 1 622 304 [86.5%] White beneficiaries) were included in analyses. Patients from all neighborhood deprivation group quintiles sought care at hospitals across hospital quality levels. For example, 9.1% of patients from the highest deprivation neighborhoods went to a hospital in the highest star rating of quality and 4.2% of patients from the lowest deprivation neighborhoods went to a hospital in the lowest star rating of quality. Thirty-day risk-adjusted mortality varied across high- and low-quality hospitals (4.3% vs 7.2%; adjusted odds ratio [aOR], 1.78; 95% CI, 1.66-1.92) and across the least and most deprived neighborhoods (4.5% vs 6.8%; aOR, 1.58; 95% CI, 1.53-1.64). When combined, comparing patients from the least deprived neighborhoods going to high-quality hospitals vs patients from the most deprived neighborhoods going to low-quality hospitals, the variation increased further (3.8% vs 8.1%; aOR, 2.20; 95% CI, 1.96-2.46). Conclusions and Relevance These findings suggest that characteristics of a patient's neighborhood and the hospital where they received treatment were both associated with risk of death after commonly performed inpatient surgical procedures. The associations of these factors on mortality may be additive. Efforts and investments to address variation in postoperative mortality should include both hospital quality improvement as well as addressing drivers of neighborhood deprivation.
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Affiliation(s)
- Adrian Diaz
- Department of Surgery, The Ohio State University, Columbus
- Department of Surgery, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Stacy Tessler Lindau
- Department of Obstetrics & Gynecology, University of Chicago, Chicago, Illinois
- Department of Medicine–Geriatrics, University of Chicago, Chicago, Illinois
| | | | - Justin B. Dimick
- Department of Surgery, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - John W. Scott
- Department of Surgery, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
| | - Andrew M. Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor
- Taubman College of Architecture & Urban Planning, University of Michigan, Ann Arbor
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Abstract
BACKGROUND Although the Social Vulnerability Index (SVI) was created to identify vulnerable populations after unexpected natural disasters, its ability to identify similar groups of patients undergoing unexpected emergency surgical procedures is unknown. We sought to examine the association between SVI and outcomes after emergency general surgery. STUDY DESIGN This study is a cross-sectional review of 887,193 Medicare beneficiaries who underwent 1 of 4 common emergency general surgery procedures (appendectomy, cholecystectomy, colectomy, and ventral hernia repair) performed in the urgent or emergent setting between 2014 and 2018. These data were merged with the SVI at the census-track level of residence. Risk-adjusted outcomes (30-day mortality, serious complications, readmission) were evaluated using a logistic regression model accounting for age, sex, comorbidity, year, procedure type, and hospital characteristics between high and low social vulnerability quintiles and within the 4 SVI subthemes (socioeconomic status; household composition and disability; minority status and language; and housing type and transportation). RESULTS Compared with beneficiaries with low social vulnerability, Medicare beneficiaries living in areas of high social vulnerability experienced higher rates of 30-day mortality (8.56% vs 8.08%; adjusted odds ratio 1.07; p < 0.001), serious complications (20.71% vs 18.40%; adjusted odds ratio 1.17; p < 0.001), and readmissions (16.09% vs 15.03%; adjusted odds ratio 1.08; p < 0.001). This pattern of differential outcomes was present in subgroup analysis of all 4 SVI subthemes but was greatest in the socioeconomic status and household composition and disability subthemes. CONCLUSIONS National efforts to support patients with high social vulnerability from natural disasters may be well aligned with efforts to identify communities that are particularly vulnerable to worse postoperative outcomes after emergency general surgery. Policies targeting structural barriers related to household composition and socioeconomic status may help alleviate these disparities.
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Affiliation(s)
- Yuqi Zhang
- National Clinician Scholars Program at the Clinical Research Training Program, Duke University, Durham, North Carolina 27705, USA
- Department of Surgery, Yale University, New Haven, Connecticut 06511, USA
| | - Nicholas Kunnath
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Justin B Dimick
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
| | - Andrew M Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor, Michigan 48109, USA
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan 48109, USA
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Montgomery JR, Neiman PU, Brown CS, Cain-Nielsen AH, Scott JW, Sangji NF, Oliphant BW, Hemmila MR. Sources of Postacute Care Episode Payment Variation After Traumatic Hip Fracture Repair Among Medicare Beneficiaries: Cross-Sectional Retrospective Study. Ann Surg Open 2022; 3:e218. [PMID: 37600283 PMCID: PMC10406045 DOI: 10.1097/as9.0000000000000218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2022] [Accepted: 09/25/2022] [Indexed: 11/09/2022] Open
Abstract
The objective of this study was to evaluate how much variation in postacute care (PAC) spending after traumatic hip fracture exists between hospitals, and to what degree this variation is explained by patient factors, hospital factors, PAC setting, and PAC intensity. Background Traumatic hip fracture is a common and costly event. This is particularly relevant given our aging population and that a substantial proportion of these patients are discharged to PAC settings. Methods It is a cross-sectional retrospective study. In a retrospective review using Medicare claims data between 2014 and 2019, we identified PAC payments within 90 days of hospitalization discharges and grouped hospitals into quintiles of PAC spending. The degree of variation present in PAC spending across hospital quintiles was evaluated after accounting for patient case-mix factors and hospital characteristics using multivariable regression models, adjusting for PAC setting choice by fixing the proportion of PAC discharge disposition across hospital quintiles, and adjusting for PAC intensity by fixing the amount of PAC spending across hospital quintiles. The study pool included 125,745 Medicare beneficiaries who underwent operative management for traumatic hip fracture in 2078 hospitals. The primary outcome was PAC spending within 90 days of discharge following hospitalization for traumatic hip fracture. Results Mean PAC spending varied widely between top versus bottom spending hospital quintiles ($31,831 vs $17,681). After price standardization, the difference between top versus bottom spending hospital quintiles was $8,964. Variation between hospitals decreased substantially after adjustment for PAC setting ($25,392 vs $21,274) or for PAC intensity ($25,082 vs $21,292) with little variation explained by patient or hospital factors. Conclusions There was significant variation in PAC payments after a traumatic hip fracture between the highest- and lowest-spending hospital quintiles. Most of this variation was explained by choice of PAC discharge setting and intensity of PAC spending, not patient or hospital characteristics. These findings suggest potential systems-level inefficiencies that can be targeted for intervention to improve the appropriateness and value of healthcare spending.
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Affiliation(s)
- John R. Montgomery
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Pooja U. Neiman
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
- National Clinician Scholars Program, University of Michigan, Ann Arbor, MI
- Department of Surgery, Brigham and Women’s Hospital, Boston, MA
| | - Craig S. Brown
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Anne H. Cain-Nielsen
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
| | - John W. Scott
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Naveen F. Sangji
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
| | - Bryant W. Oliphant
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
- Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI
| | - Mark R. Hemmila
- From the Center for Healthcare Outcomes & Policy, Department of Surgery, University of Michigan, Ann Arbor, MI
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40
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Taylor KK, Ibrahim AM, Scott JW. A Proposed Framework for Measuring Access to Surgical Care in the United States. JAMA Surg 2022; 157:1075-1077. [PMID: 36129695 DOI: 10.1001/jamasurg.2022.3184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
In this Viewpoint, the authors evaluate access to surgical care using the domains of timeliness, workforce density, infrastructure, safety, and affordability and discuss how such a framework could be applied in the United States.
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Affiliation(s)
- Kathryn K Taylor
- National Clinician Scholars Program, University of Michigan, Ann Arbor.,Department of Surgery, Stanford University, Stanford, California
| | - Andrew M Ibrahim
- Department of Surgery, Michigan Medicine, University of Michigan, Ann Arbor.,Institute for Healthcare Policy & Innovation, University of Michigan, Ann Arbor
| | - John W Scott
- Department of Surgery, Michigan Medicine, University of Michigan, Ann Arbor.,Institute for Healthcare Policy & Innovation, University of Michigan, Ann Arbor
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41
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Scott JW, Scott KW, Moniz M, Carlton EF, Tipirneni R, Becker N. Financial Outcomes After Traumatic Injury Among Working-Age US Adults With Commercial Insurance. JAMA Health Forum 2022; 3:e224105. [PMID: 36367739 PMCID: PMC9652745 DOI: 10.1001/jamahealthforum.2022.4105] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 09/19/2022] [Indexed: 11/13/2022] Open
Abstract
This cross-sectional study links insurance claims and consumer credit report data to evaluate the experience of financial distress in commercially insured adults after traumatic injury.
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Affiliation(s)
- John W. Scott
- Center for Healthcare Outcomes and Policy, Department of Surgery, University of Michigan, Ann Arbor
| | - Kirstin W. Scott
- Department of Emergency Medicine, University of Michigan, Ann Arbor
| | - Michelle Moniz
- Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor
| | - Erin F. Carlton
- Division of Pediatric Critical Care Medicine, Department of Pediatrics, University of Michigan, Ann Arbor
| | - Renuka Tipirneni
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Nora Becker
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor
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Becker NV, Scott JW, Moniz MH, Carlton EF, Ayanian JZ. Association of Chronic Disease With Patient Financial Outcomes Among Commercially Insured Adults. JAMA Intern Med 2022; 182:1044-1051. [PMID: 35994265 PMCID: PMC9396471 DOI: 10.1001/jamainternmed.2022.3687] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 07/02/2022] [Indexed: 11/14/2022]
Abstract
Importance The bidirectional association between health and financial stability is increasingly recognized. Objective To describe the association between chronic disease burden and patients' adverse financial outcomes. Design, Setting, and Participants This cross-sectional study analyzed insurance claims data from January 2019 to January 2021 linked to commercial credit data in January 2021 for adults 21 years and older enrolled in a commercial preferred provider organization in Michigan. Exposures Thirteen common chronic conditions (cancer, congestive heart failure, chronic kidney disease, dementia, depression and anxiety, diabetes, hypertension, ischemic heart disease, liver disease, chronic obstructive pulmonary disease and asthma, serious mental illness, stroke, and substance use disorders). Main Outcomes and Measures Adjusted probability of having medical debt in collections, nonmedical debt in collections, any delinquent debt, a low credit score, or recent bankruptcy, adjusted for age group and sex. Secondary outcomes included the amount of medical, nonmedical, and total debt among individuals with nonzero debt. Results The study population included 2 854 481 adults (38.4% male, 43.3% female, 12.9% unknown sex, and 5.4% missing sex), 61.4% with no chronic conditions, 17.7% with 1 chronic condition, 14.8% with 2 to 3 chronic conditions, 5.4% with 4 to 6 chronic conditions, and 0.7% with 7 to 13 chronic conditions. Among the cohort, 9.6% had medical debt in collections, 8.3% had nonmedical debt in collections, 16.3% had delinquent debt, 19.3% had a low credit score, and 0.6% had recent bankruptcy. Among individuals with 0 vs 7 to 13 chronic conditions, the predicted probabilities of having any medical debt in collections (7.6% vs 32%), any nonmedical debt in collections (7.2% vs 24%), any delinquent debt (14% vs 43%), a low credit score (17% vs 47%) or recent bankruptcy (0.4% vs 1.7%) were all considerably higher for individuals with more chronic conditions and increased with each added chronic condition. Among individuals with medical debt in collections, the estimated amount increased with the number of chronic conditions ($784 for individuals with 0 conditions vs $1252 for individuals with 7-13 conditions) (all P < .001). In secondary analyses, results showed significant variation in the likelihood and amount of medical debt in collections across specific chronic conditions. Conclusions and Relevance This cross-sectional study of commercially insured adults linked to patient credit report outcomes shows an association between increasing burden of chronic disease and adverse financial outcomes.
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Affiliation(s)
- Nora V. Becker
- Division of General Medicine, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
| | - John W. Scott
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Surgery, University of Michigan Medical School, Ann Arbor
| | - Michelle H. Moniz
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Department of Obstetrics and Gynecology, University of Michigan Medical School, Ann Arbor
| | - Erin F. Carlton
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
- Division of Pediatric Critical Care Medicine, University of Michigan Medical School, Ann Arbor
- Susan B. Meister Child Health Evaluation and Research Center, Department of Pediatrics, University of Michigan Medical School, Ann Arbor
| | - John Z. Ayanian
- Division of General Medicine, University of Michigan Medical School, Ann Arbor
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor
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Zhang Y, Diaz A, Kunnath N, Dimick JB, Scott JW, Ibrahim AM. Emergency Surgery Rates Among Medicare Beneficiaries With Access Sensitive Surgical Conditions. J Surg Res 2022; 279:755-764. [PMID: 35940052 DOI: 10.1016/j.jss.2022.06.051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 06/10/2022] [Accepted: 06/28/2022] [Indexed: 10/31/2022]
Abstract
INTRODUCTION Access sensitive surgical conditions should be treated electively with optimal access but result in emergency operations when access is limited. However, the rates of emergency procedures for these conditions are unknown. METHODS Cross-sectional retrospective review of Medicare beneficiaries who underwent access sensitive surgical procedures (abdominal aortic aneurysm repair, colectomy for colorectal cancer, or incisional hernia repair) between 2014 and 2018. Risk-adjusted outcomes using a multivariable logistical regression that adjusted for patient factors (age, sex, race, and Elixhauser comorbidities), hospital characteristics (ownership, size, geographic region, surgical volume) and type of operation were compared between planned and emergency (urgent and emergent) surgical procedures. Outcome measures were rates of emergency procedures as well as associated postoperative outcomes. RESULTS Of the 744,818 Medicare beneficiaries undergoing access sensitive surgical procedures, 259,541 (34.9%) were done in the emergency setting. Risk-adjusted rates of emergency surgery varied widely across hospital service areas from 23.28% (lowest decile) to 54.88% (highest decile) (Odds Ratio 4.74; P < 0.001). Emergency procedures were associated with significantly higher rates of 30-d mortality (8.15% versus 3.65%, P < 0.001) and readmissions (16.28% versus 12.88%, P < 0.001) compared to elective procedures. Sensitivity analysis with younger and healthier beneficiaries demonstrated persistently high rates (23.3%) of emergency surgery with wide regional variation and worse patient outcomes. CONCLUSIONS Emergency surgery for access sensitive surgical conditions is extremely common and varied almost fivefold across United States hospital service areas. This suggests there are opportunities to improve access for these common surgical conditions.
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Affiliation(s)
- Yuqi Zhang
- National Clinician Scholars Program at the Clinical Research Training Program, Duke University, Durham, North Carolina; Department of Surgery, Yale University, New Haven, Connecticut.
| | - Adrian Diaz
- Department of Surgery, The Ohio State University, Columbus, Ohio
| | - Nicholas Kunnath
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan
| | - Justin B Dimick
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, Michigan
| | - Andrew M Ibrahim
- Department of Surgery, University of Michigan, Ann Arbor, Michigan; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, Michigan
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Stork BA, Dean A, Ortiz AR, Saha P, Putluri N, Planas-Silva MD, Mahmud I, Rajapakshe K, Coarfa C, Knapp S, Lorenzi PL, Kemp BE, Turk BE, Scott JW, Means AR, York B. Calcium/calmodulin-dependent protein kinase kinase 2 regulates hepatic fuel metabolism. Mol Metab 2022; 62:101513. [PMID: 35562082 PMCID: PMC9157561 DOI: 10.1016/j.molmet.2022.101513] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 05/04/2022] [Accepted: 05/05/2022] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE The liver is the primary internal metabolic organ that coordinates whole body energy homeostasis in response to feeding and fasting. Genetic ablation or pharmacological inhibition of calcium/calmodulin-dependent protein kinase kinase 2 (CaMKK2) has been shown to significantly improve hepatic health and peripheral insulin sensitivity upon overnutrition with high fat diet. However, the precise molecular underpinnings that explain this metabolic protection have remained largely undefined. METHODS To characterize the role of CaMKK2 in hepatic metabolism, we developed and challenged liver-specific CaMKK2 knockout (CaMKK2LKO) mice with high fat diet and performed glucose and insulin tolerance tests to evaluate peripheral insulin sensitivity. We used a combination of RNA-Sequencing, glucose and fatty acid istotopic tracer studies, a newly developed Seahorse assay for measuring the oxidative capacity of purified peroxisomes, and a degenerate peptide libarary to identify putative CaMKK2 substrates that mechanistically explain the protective effects of hepatic CaMKK2 ablation. RESULTS Consistent with previous findings, we show that hepatic CaMKK2 ablation significantly improves indices of peripheral insulin sensitivity. Mechanistically, we found that CaMKK2 phosphorylates and regulates GAPDH to promote glucose metabolism and PEX3 to blunt peroxisomal fatty acid catabolism in the liver. CONCLUSION CaMKK2 is a central metabolic fuel sensor in the liver that significantly contributes to whole body systems metabolism.
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Affiliation(s)
- Brittany A Stork
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Adam Dean
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Andrea R Ortiz
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Pradip Saha
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Nagireddy Putluri
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA
| | | | - Iqbal Mahmud
- Department of Bioinformatics and Computational Biology, University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Kimal Rajapakshe
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA; Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Cristian Coarfa
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA; Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Stefan Knapp
- Institut für Pharmazeutische Chemie, Goethe University Frankfurt am Main, Max-von-Laue-Str. 9, 60438 Frankfurt am Main, Germany; Structural Genomics Consortium (SGC), Buchmann Institute for Life Sciences, Goethe University Frankfurt, Max-von-Laue-Str. 15, 60438, Frankfurt am Main, Germany
| | - Philip L Lorenzi
- Department of Bioinformatics and Computational Biology, University of Texas M.D. Anderson Cancer Center, Houston, TX, USA
| | - Bruce E Kemp
- St. Vincent's Institute of Medical Research and Department of Medicine, University of Melbourne, Fitzroy, Victoria, 3065, Australia; Mary MacKillop Institute for Health Research, Australian Catholic University, Melbourne, Victoria, 3000, Australia
| | - Benjamin E Turk
- Department of Pharmacology, Yale University School of Medicine, New Haven, CT, 06520, USA
| | - John W Scott
- St. Vincent's Institute of Medical Research and Department of Medicine, University of Melbourne, Fitzroy, Victoria, 3065, Australia; The Florey Institute of Neuroscience and Mental Health, Parkville, Victoria, 3052, Australia
| | - Anthony R Means
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA; Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA
| | - Brian York
- Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, 77030, USA; Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX, 77030, USA.
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Park JV, Williams AM, Scott JW, Blank R, Reddy RM. Management of a traumatic avulsion of the right upper lobe bronchus. Trauma Case Rep 2022; 40:100660. [PMID: 35665195 PMCID: PMC9156978 DOI: 10.1016/j.tcr.2022.100660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/21/2022] [Indexed: 11/26/2022] Open
Abstract
Tracheobronchial injuries are rare but life-threatening and require early diagnosis, appropriate airway management, and emergent surgical intervention. We report a case of a post-traumatic, isolated avulsion of the right upper lobe bronchus in a 60-year-old woman involved in a pedestrian versus motor vehicle accident. After transfer from an outside hospital with a single lumen endotracheal tube and multiple right sided chest tubes with large air leaks, the patient was taken to the OR for bronchoscopy and surgical exploration. Intraoperatively, a complete avulsion of the right upper lobe was noted. Due to the extended time period from original injury and excellent reported functional status, our patient underwent completion lobectomy of the right upper lobe, primary bronchial repair, with an azygous vein flap.
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Sangji NF, Cain-Nielsen AH, Jakubus JL, Mikhail JN, Lussiez A, Neiman P, Montgomery JR, Oliphant BW, Scott JW, Hemmila MR. Application of power analysis to determine the optimal reporting time frame for use in statewide trauma system quality reporting. Surgery 2022; 172:1015-1020. [PMID: 35811165 DOI: 10.1016/j.surg.2022.05.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 04/27/2022] [Accepted: 05/30/2022] [Indexed: 11/19/2022]
Abstract
BACKGROUND Meaningful reporting of quality metrics relies on detecting a statistical difference when a true difference in performance exists. Larger cohorts and longer time frames can produce higher rates of statistical differences. However, older data are less relevant when attempting to enact change in the clinical setting. The selection of time frames must reflect a balance between being too small (type II errors) and too long (stale data). We explored the use of power analysis to optimize time frame selection for trauma quality reporting. METHODS Using data from 22 Level III trauma centers, we tested for differences in 4 outcomes within 4 cohorts of patients. With bootstrapping, we calculated the power for rejecting the null hypothesis that no difference exists amongst the centers for different time frames. From the entire sample for each site, we simulated randomly generated datasets. Each simulated dataset was tested for whether a difference was observed from the average. Power was calculated as the percentage of simulated datasets where a difference was observed. This process was repeated for each outcome. RESULTS The power calculations for the 4 cohorts revealed that the optimal time frame for Level III trauma centers to assess whether a single site's outcomes are different from the overall average was 2 years based on an 80% cutoff. CONCLUSION Power analysis with simulated datasets allows testing of different time frames to assess outcome differences. This type of analysis allows selection of an optimal time frame for benchmarking of Level III trauma center data.
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Affiliation(s)
- Naveen F Sangji
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI.
| | - Anne H Cain-Nielsen
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Jill L Jakubus
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Judy N Mikhail
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Alisha Lussiez
- National Clinician Scholars Program, University of Michigan, Ann Arbor, MI
| | - Pooja Neiman
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI; National Clinician Scholars Program, University of Michigan, Ann Arbor, MI; Department of Surgery, Brigham and Women's Hospital, Boston, MA
| | - John R Montgomery
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
| | - Bryant W Oliphant
- Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI; Department of Orthopaedic Surgery, University of Michigan, Ann Arbor, MI. https://twitter.com/BonezNQuality
| | - John W Scott
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI. https://twitter.com/DrJohnScott
| | - Mark R Hemmila
- Department of Surgery, University of Michigan, Ann Arbor, MI; Center for Healthcare Outcomes and Policy, University of Michigan, Ann Arbor, MI
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Pulliam TL, Awad D, Han JJ, Murray MM, Ackroyd JJ, Goli P, Oakhill JS, Scott JW, Ittmann MM, Frigo DE. Systemic Ablation of Camkk2 Impairs Metastatic Colonization and Improves Insulin Sensitivity in TRAMP Mice: Evidence for Cancer Cell-Extrinsic CAMKK2 Functions in Prostate Cancer. Cells 2022; 11:1890. [PMID: 35741020 PMCID: PMC9221545 DOI: 10.3390/cells11121890] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 06/06/2022] [Accepted: 06/07/2022] [Indexed: 02/04/2023] Open
Abstract
Despite early studies linking calcium-calmodulin protein kinase kinase 2 (CAMKK2) to prostate cancer cell migration and invasion, the role of CAMKK2 in metastasis in vivo remains unclear. Moreover, while CAMKK2 is known to regulate systemic metabolism, whether CAMKK2's effects on whole-body metabolism would impact prostate cancer progression and/or related comorbidities is not known. Here, we demonstrate that germline ablation of Camkk2 slows, but does not stop, primary prostate tumorigenesis in the TRansgenic Adenocarcinoma Mouse Prostate (TRAMP) genetic mouse model. Consistent with prior epidemiological reports supporting a link between obesity and prostate cancer aggressiveness, TRAMP mice fed a high-fat diet exhibited a pronounced increase in the colonization of lung metastases. We demonstrated that this effect on the metastatic spread was dependent on CAMKK2. Notably, diet-induced lung metastases exhibited a highly aggressive neuroendocrine phenotype. Concurrently, Camkk2 deletion improved insulin sensitivity in the same mice. Histological analyses revealed that cancer cells were smaller in the TRAMP;Camkk2-/- mice compared to TRAMP;Camkk2+/+ controls. Given the differences in circulating insulin levels, a known regulator of cell growth, we hypothesized that systemic CAMKK2 could promote prostate cancer cell growth and disease progression in part through cancer cell-extrinsic mechanisms. Accordingly, host deletion of Camkk2 impaired the growth of syngeneic murine prostate tumors in vivo, confirming nonautonomous roles for CAMKK2 in prostate cancer. Cancer cell size and mTOR signaling was diminished in tumors propagated in Camkk2-null mice. Together, these data indicate that, in addition to cancer cell-intrinsic roles, CAMKK2 mediates prostate cancer progression via tumor-extrinsic mechanisms. Further, we propose that CAMKK2 inhibition may also help combat common metabolic comorbidities in men with advanced prostate cancer.
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Affiliation(s)
- Thomas L. Pulliam
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; (T.L.P.); (D.A.); (J.J.H.); (M.M.M.); (J.J.A.); (P.G.)
| | - Dominik Awad
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; (T.L.P.); (D.A.); (J.J.H.); (M.M.M.); (J.J.A.); (P.G.)
- The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX 77030, USA
| | - Jenny J. Han
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; (T.L.P.); (D.A.); (J.J.H.); (M.M.M.); (J.J.A.); (P.G.)
| | - Mollianne M. Murray
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; (T.L.P.); (D.A.); (J.J.H.); (M.M.M.); (J.J.A.); (P.G.)
| | - Jeffrey J. Ackroyd
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; (T.L.P.); (D.A.); (J.J.H.); (M.M.M.); (J.J.A.); (P.G.)
| | - Pavithr Goli
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; (T.L.P.); (D.A.); (J.J.H.); (M.M.M.); (J.J.A.); (P.G.)
| | - Jonathan S. Oakhill
- St Vincent’s Institute of Medical Research, Melbourne, VIC 3065, Australia; (J.S.O.); (J.W.S.)
| | - John W. Scott
- St Vincent’s Institute of Medical Research, Melbourne, VIC 3065, Australia; (J.S.O.); (J.W.S.)
- Drug Discovery Biology, Monash Institute of Pharmaceutical Sciences, Parkville, VIC 3065, Australia
- The Florey Institute of Neuroscience and Mental Health, Parkville, VIC 3052, Australia
| | - Michael M. Ittmann
- Department of Pathology and Immunology, Baylor College of Medicine, Houston, TX 77030, USA;
- Dan L. Duncan Cancer Center, Houston, TX 77030, USA
- Michael E. DeBakey Veterans Affairs Medical Center, Houston, TX 77030, USA
| | - Daniel E. Frigo
- Department of Cancer Systems Imaging, The University of Texas MD Anderson Cancer Center, Houston, TX 77054, USA; (T.L.P.); (D.A.); (J.J.H.); (M.M.M.); (J.J.A.); (P.G.)
- Department of Genitourinary Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Center for Nuclear Receptors and Cell Signaling, University of Houston, Houston, TX 77204, USA
- Department of Biology and Biochemistry, University of Houston, Houston, TX 77204, USA
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48
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Zhang Y, Kunnath N, Dimick JB, Scott JW, Diaz A, Ibrahim AM. Social Vulnerability And Outcomes For Access-Sensitive Surgical Conditions Among Medicare Beneficiaries. Health Aff (Millwood) 2022; 41:671-679. [PMID: 35500193 DOI: 10.1377/hlthaff.2021.01615] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Concerns have been raised over wide variation in rates of unplanned (emergency or urgent) surgery for access-sensitive surgical conditions-diagnoses requiring surgery that preferably is planned (elective) but, when access is limited, may be delayed until worsening symptoms require riskier and costlier unplanned surgery. Yet little is known about geographic and community-level factors that may increase the likelihood of unplanned surgery with adverse outcomes. We examined the relationship between community-level social vulnerability and rates of unplanned surgery for three access-sensitive conditions in 2014-18 among fee-for-service Medicare beneficiaries ages 65-99. Compared with patients from communities with the lowest social vulnerability, those from communities with the highest vulnerability were more likely, overall, to undergo unplanned surgery (36.2 percent versus 33.5 percent). They were also more likely to experience worse outcomes largely attributable to differential rates of unplanned surgery, including higher rates of mortality (5.4 percent versus 5.0 percent) and additional surgery within thirty days (19.6 percent versus 18.1 percent). Our findings suggest that policy addressing community-level social vulnerability may mitigate the observed differences in surgical procedures and outcomes for access-sensitive conditions.
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Affiliation(s)
- Yuqi Zhang
- Yuqi Zhang , Duke University, Durham, North Carolina
| | | | | | | | | | - Andrew M Ibrahim
- Andrew M. Ibrahim, University of Michigan, and HOK, Chicago, Illinois
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Neiman PU, Flaherty MM, Salim A, Sangji NF, Ibrahim A, Fan Z, Hemmila MR, Scott JW. Evaluating the complex association between Social Vulnerability Index and trauma mortality. J Trauma Acute Care Surg 2022; 92:821-830. [PMID: 35468113 DOI: 10.1097/ta.0000000000003514] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
INTRODUCTION Social determinants of health are known to impact patient-level outcomes, but they are often difficult to measure. The Social Vulnerability Index was created by the Centers for Disease Control to identify vulnerable communities using population-based measures. However, the relationship between SVI and trauma outcomes is poorly understood. METHODS In this retrospective study, we merged SVI data with a statewide trauma registry and used three analytic models to evaluate the association between SVI quartile and inpatient trauma mortality: (1) an unadjusted model, (2) a claims-based model using only covariates available to claims datasets, and (3) a registry-based model incorporating robust clinical variables collected in accordance with the National Trauma Data Standard. RESULTS We identified 83,607 adult trauma admissions from January 1, 2017, to September 30, 2020. Higher SVI was associated with worse mortality in the unadjusted model (odds ratio, 1.72 [95% confidence interval, 1.30-2.29] for highest vs. lowest SVI quintile). A weaker association between SVI and mortality was identified after adjusting for covariates common to claims data. Finally, there was no significant association between SVI and inpatient mortality after adjusting for covariates common to robust trauma registries (adjusted odds ratio, 1.10 [95% confidence interval, 0.80-1.53] for highest vs. lowest SVI quintile). Higher SVI was also associated with a higher likelihood of presenting with penetrating injuries, a shock index of >0.9, any Abbreviated Injury Scale score of >5, or in need of a blood transfusion (p < 0.05 for all). CONCLUSION Patients living in communities with greater social vulnerability are more likely to die after trauma admission. However, after risk adjustment with robust clinical covariates, this association was no longer significant. Our findings suggest that the inequitable burden of trauma mortality is not driven by variation in quality of treatment, but rather in the lethality of injuries. As such, improving trauma survival among high-risk communities will require interventions and policies that target social and structural inequities upstream of trauma center admission. LEVEL OF EVIDENCE Prognostic / Epidemiologic, Level IV.
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Affiliation(s)
- Pooja U Neiman
- From the Department of Surgery (P.U.N., A.S.), Brigham and Women's Hospital, Boston, Massachusetts; Center for Healthcare Outcomes and Policy (P.U.N., N.F.S., A.I., Z.F., M.R.H., J.W.S.), National Clinical Scholars Program (P.U.N.), University of Michigan Medical School (M.M.F.), and Department of Surgery (A.I., M.R.H., J.W.S.), University of Michigan, Ann Arbor, Michigan
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Scott JW, Turner A, Prada AF, Zhao L. Heterogeneous weathering of polypropylene in the marine environment. Sci Total Environ 2022; 812:152308. [PMID: 34952054 DOI: 10.1016/j.scitotenv.2021.152308] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2021] [Revised: 12/06/2021] [Accepted: 12/07/2021] [Indexed: 06/14/2023]
Abstract
Polypropylene (PP) inkjet cartridges spilled during January 2014 in the northwest Atlantic Ocean from a container ship and subsequently retrieved from beaches around Europe and the Azores along with a matching reference cartridge that had not been exposed to the environment were physically and chemically characterized. Compared with the reference, the cartridges retrieved from the marine environment exhibited considerable cracking-fracturing, discoloration, surface roughness, loss of gloss and staining. Infrared analysis revealed that weathering was highly heterogeneous, with the carbonyl index ranging from <0.1 to >0.9 over areas of sub-mm-dimensions. The high degree of weathering was partly attributed to the presence, quality, and distribution of the titanium dioxide pigment, TiO2. Thus, in the absence of sufficient protection by encapsulation or addition of antioxidants, the ultraviolet light-absorbing pigment promoted the formation of free radicals and photocatalytic oxidation. The results of this study show that consumer plastics containing TiO2 for coloration or tinting purposes, when not designed for exterior use (in the absence of encapsulation or antioxidants), may experience accelerated weathering in the marine environment, and that estimates of plastic persistence should factor in the role of additives that promote photoactivity.
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Affiliation(s)
- John W Scott
- The Illinois Sustainable Technology Center, Prairie Research Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA.
| | - Andrew Turner
- School of Geography, Earth and Environmental Sciences, University of Plymouth, Drake Circus, Plymouth PL4 8AA, UK
| | - Andres F Prada
- The Illinois Sustainable Technology Center, Prairie Research Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
| | - Linduo Zhao
- The Illinois Sustainable Technology Center, Prairie Research Institute, University of Illinois at Urbana-Champaign, Urbana, IL 61801, USA
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