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Suh Y, Jeong J, Park SM, Heo KN, Lee MY, Ah YM, Kim JW, Kim KI, Lee JY. Development of a claims-based risk-scoring model to predict emergency department visits in older patients receiving anti-neoplastic therapy. Sci Rep 2024; 14:1485. [PMID: 38233529 PMCID: PMC10794170 DOI: 10.1038/s41598-024-51981-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Accepted: 01/11/2024] [Indexed: 01/19/2024] Open
Abstract
This study developed and validated a risk-scoring model, with a particular emphasis on medication-related factors, to predict emergency department (ED) visits among older Korean adults (aged 65 and older) undergoing anti-neoplastic therapy. Utilizing national claims data, we constructed two cohorts: the development cohort (2016-2018) with 34,642 patients and validation cohort (2019) with 10,902 patients. The model included a comprehensive set of predictors: demographics, cancer type, comorbid conditions, ED visit history, and medication use variables. We employed the least absolute shrinkage and selection operator (LASSO) regression to refine and select the most relevant predictors. Out of 120 predictor variables, 12 were integral to the final model, including seven related to medication use. The model demonstrated acceptable predictive performance in the validation cohort with a C-statistic of 0.76 (95% CI 0.74-0.77), indicating reasonable calibration. This risk-scoring model, after further clinical validation, has the potential to assist healthcare providers in the effective management and care of older patients receiving anti-neoplastic therapy.
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Affiliation(s)
- Yewon Suh
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
| | - Jonghyun Jeong
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - Soh Mee Park
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
| | - Kyu-Nam Heo
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - Mee Yeon Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea
| | - Young-Mi Ah
- College of Pharmacy, Yeungnam University, Gyeongsan, Gyeongbuk, Republic of Korea
| | - Jin Won Kim
- Division of Hematology and Medical Oncology, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Kwang-Il Kim
- Department of Internal Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Division of Geriatrics, Department of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea
| | - Ju-Yeun Lee
- College of Pharmacy and Research Institute of Pharmaceutical Sciences, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul, 08826, Republic of Korea.
- Department of Pharmacy, Seoul National University Bundang Hospital, Seongnam, Gyeonggi-do, Republic of Korea.
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Langer S, Xu Y, Kong S, Puddy J, Quan ML. Investigating Factors Associated with Postmastectomy Emergency Department Visits: A Population-Based Analysis. Ann Surg Oncol 2023; 30:6499-6505. [PMID: 37454012 DOI: 10.1245/s10434-023-13727-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Accepted: 05/23/2023] [Indexed: 07/18/2023]
Abstract
BACKGROUND In 2016, a multi-pronged pathway was implemented across 13 hospitals to improve the mastectomy perioperative care experience with one objective being to safely allow same day surgery mastectomy. While the pathway successfully increased same day mastectomy rates from 1.7 to 73.0%, the rate of postoperative emergency department (ED) visits remained high at > 20%, despite focused interventions to enhance perioperative support. AIM To investigate potential factors associated with high postoperative ED visits following mastectomies in Alberta, Canada. METHODS Data was collected using the Discharge Abstract Database and the National Ambulatory Care Reporting System database. Eligible patients included all women over 18 years old who underwent a mastectomy province-wide between 2004 and 2020. Patient demographics were collected. Primary outcome of interest was ED visit within 30 days of mastectomy. Univariate and multivariable analyses were performed to identify independent predictors for post-operative ED visits. RESULTS A total of 19,974 patients had mastectomy during the study period, of which 4590 (23%) had an ED visit within 30 days of surgery. Independent factors associated with ED visits were increasing age, overnight stay mastectomy, reconstruction, certain comorbidities, and living rurally. CONCLUSIONS Post-operative ED visits remain high despite initiating a province-wide surgical pathway in 2016 which emphasizes patient education and improved perioperative care and supports. Currently, the majority of ED visits are manageable in non-emergent settings. Patient populations at higher risk for ED visits groups may benefit from additional targeted support and resources to reduce unplanned ED visits.
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Affiliation(s)
- Steven Langer
- Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada.
| | - Yuan Xu
- Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, Canada
| | - Shiying Kong
- Alberta Health Services, Department of Analytics, University of Calgary, Calgary, Canada
| | - Jennifer Puddy
- Department of Emergency Medicine, University of Calgary, Calgary, Canada
| | - May Lynn Quan
- Department of Surgery, Cumming School of Medicine, University of Calgary, Calgary, AB, Canada
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Sun SX, Duan Z, Kuerer HM, DeSnyder SM, Cunningham C, Zhao H, Giordano SH. Predictors of Emergency Room Visits After Ambulatory Breast Cancer Surgery in the Medicare Population. Ann Surg Oncol 2023; 30:1689-1698. [PMID: 36402898 PMCID: PMC11849779 DOI: 10.1245/s10434-022-12836-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 11/02/2022] [Indexed: 11/21/2022]
Abstract
BACKGROUND Emergency department (ED) overuse is a large contributor to healthcare spending in the USA. We examined the rate of and risk factors for ED visits following outpatient breast cancer surgery. PATIENTS AND METHODS Using linked data from the Surveillance, Epidemiology, and End Results (SEER) program and Medicare, we identified women who underwent curative breast cancer surgery between 2003 and 2015. Our outcome of interest was ED visits within 30 days of surgery. Multivariate regression was used to evaluate the odds of ED visit while controlling for clinical and socioeconomic variables. Secondary analyses assessed admission from the ED as well as costs. RESULTS Of the 78,060 included patients, 5.1% returned to the ED, of which only 29.8% required hospital admission. Rate of ED visits increased with patient age. A higher percentage of Black patients returned to the ED compared with white patients (7.0% versus 5.0%, p < 0.001). Patients with higher income were less likely to visit the ED compared with those with lower income (OR 0.76, p < 0.001). Predictors of ED visits included: being unmarried (OR 1.18, p < 0.001), having stage 2 (OR 1.20, p < 0.001) or stage 3 cancer (OR 1.38, p < 0.001), and those with Charlson comorbidity score of 1 (OR 1.39, p < 0.001) or ≥ 2 (OR 2.29, p < 0.001). CONCLUSION While a substantial number of patients return to the ED following outpatient breast surgery, most do not require hospital admission, which indicates that a large proportion of these visits could have been avoided. We identified several clinical and socioeconomic predictors of postoperative ED visits, which will aid in the development of patient risk profiling tools.
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Affiliation(s)
- Susie X Sun
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Zhigang Duan
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Henry M Kuerer
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sarah M DeSnyder
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Carrie Cunningham
- Department of Surgery, Massachusetts General Hospital, Boston, MA, USA
| | - Hui Zhao
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sharon H Giordano
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Lash RS, Hong AS, Bell JF, Reed SC, Pettit N. Recognizing the emergency department’s role in oncologic care: a review of the literature on unplanned acute care. EMERGENCY CANCER CARE 2022; 1:6. [PMID: 35844666 PMCID: PMC9200439 DOI: 10.1186/s44201-022-00007-4] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Accepted: 05/08/2022] [Indexed: 11/10/2022]
Abstract
Abstract
Background
The global prevalence of cancer is rapidly increasing and will increase the acute care needs of patients with cancer, including emergency department (ED) care. Patients with cancer present to the ED across the cancer care continuum from diagnosis through treatment, survivorship, and end-of-life. This article describes the characteristics and determinants of ED visits, as well as challenges in the effort to define preventable ED visits in this population.
Findings
The most recent population-based estimates suggest 4% of all ED visits are cancer-related and roughly two thirds of these ED visits result in hospitalization—a 4-fold higher ED hospitalization rate than the general population. Approximately 44% of cancer patients visit the ED within 1 year of diagnosis, and more often have repeat ED visits within a short time frame, though there is substantial variability across cancer types. Similar patterns of cancer-related ED use are observed internationally across a range of different national payment and health system settings. ED use for patients with cancer likely reflects a complex interaction of individual and contextual factors—including provider behavior, health system characteristics, and health policies—that warrants greater attention in the literature.
Conclusions
Given the amount and complexity of cancer care delivered in the emergency setting, future research is recommended to examine specific symptoms associated with cancer-related ED visits, the contextual determinants of ED use, and definitions of preventable ED use specific to patients with cancer.
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Workina A, Habtamu A, Zewdie W. Reasons for Emergency Department Visit, Outcomes, and Associated Factors of Oncologic Patients at Emergency Department of Jimma University Medical Centre. Open Access Emerg Med 2022; 14:581-590. [PMID: 36330170 PMCID: PMC9624217 DOI: 10.2147/oaem.s381816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Accepted: 10/19/2022] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION The number of oncologic patients visiting the emergency department (ED) is increasing and represent a challenge for the emergency team owing to they might have acute sign and symptoms of a still undiagnosed malignancy, management of treatment-related side effects, co-morbidities, and palliative care. Thus, this study was aimed to identify reasons for ED visits, management outcomes, and associated factors of oncologic patients. PATIENTS AND METHODS A prospective cross-sectional study was conducted from March 11, 2021 to August 25, 2021 at the ED of Jimma University Medical Center on a total of 338 oncologic patients. Data were collected from the patient and the patient's medical record using a questionnaire developed from up-to-date similar literatures. The questionnaire was started filled out upon diagnosis of cancer and completed during discharge from the ED. The outcomes of the patients were dichotomized into died and survived then, it was analyzed using frequency and bivariate logistic regression. RESULTS The most common reasons for oncologic patients ED visit were neutropenic fever 79 (23.4%) followed by vomiting 38 (11.2%) and electrolyte abnormality 37 (10.9%) respectively. Among oncologic patients visited ED, 137 (40.5%) of them were admitted to ward and 126 (37.3%) of them were discharged with improvement while 64 (18.9%) of them were died. Based on multivariate logistic regression, those patients who had distant metastasis cancer (AOR 1.85; 95% CI 1.03-7.21), comorbidity (AOR 2.56; 95% CI 1.20, 6.96), and ECOG >3 (AOR 2.40; 95% CI 1.25,13.43) were more likely to die than their counterparts. CONCLUSION Most of the oncologic patients visited ED due to neutropenic fever, nausea and or vomiting, and electrolyte disorder. Amongst oncologic patients who were visited ED, most of them were admitted to ward while around one-fifth of them were died. Having distant metastasis cancer, comorbidity and ECOG >3 were independent predictors of an oncologic patient's outcome at the ED.
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Affiliation(s)
- Abdata Workina
- Department of Nursing, Jimma University, Jimma, Oromia, Ethiopia,Correspondence: Abdata Workina, Department of Nursing, Jimma University, Jimma University, P.O. Box-378, Jimma, Oromia, Ethiopia, Tel +251923643857, Email
| | - Asaminew Habtamu
- Department of Nursing, Jimma University, Jimma, Oromia, Ethiopia
| | - Wondeson Zewdie
- Department of Emergency, Jimma University Medical Centre, Jimma, Oromia, Ethiopia
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Carleton N, Nasrazadani A, Gade K, Beriwal S, Barry PN, Brufsky AM, Bhargava R, Berg WA, Zuley ML, van Londen GJ, Marroquin OC, Thull DL, Mai PL, Diego EJ, Lotze MT, Oesterreich S, McAuliffe PF, Lee AV. Personalising therapy for early-stage oestrogen receptor-positive breast cancer in older women. THE LANCET. HEALTHY LONGEVITY 2022; 3:e54-e66. [PMID: 35047868 PMCID: PMC8765742 DOI: 10.1016/s2666-7568(21)00280-4] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Age is one of the most important risk factors for the development of breast cancer. Nearly a third of all breast cancer cases occur in older women (aged ≥70 years), with most cases being oestrogen receptor-positive (ER+). Such tumours are often indolent and unlikely to be the ultimate cause of death for older women, particularly when considering other comorbidities. This Review focuses on unique clinical considerations for screening, detection, and treatment regimens for older women who develop ER+ breast cancers-specifically, we focus on recent trends for de-implementation of screening, staging, surgery, and adjuvant therapies along the continuum of care. Additionally, we also review emerging basic and translational research that will further uncover the unique underlying biology of these tumours, which develop in the context of systemic age-related inflammation and changing hormone profiles. With prevailing trends of clinical de-implementation, new insights into mechanistic biology might provide an opportunity for precision medicine approaches to treat patients with well tolerated, low-toxicity agents to extend patients' lives with a higher quality of life, prevent tumour recurrences, and reduce cancer-related burdens.
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Affiliation(s)
- Neil Carleton
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Azadeh Nasrazadani
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Kristine Gade
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Sushil Beriwal
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Parul N Barry
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Adam M Brufsky
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Rohit Bhargava
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Wendie A Berg
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Margarita L Zuley
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - G J van Londen
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Oscar C Marroquin
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Darcy L Thull
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Phuong L Mai
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Emilia J Diego
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Michael T Lotze
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Steffi Oesterreich
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Priscilla F McAuliffe
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
| | - Adrian V Lee
- (N Carleton BS, Prof S Oesterreich PhD, P F McAuliffe MD, Prof A V Lee PhD) (S Beriwal MD, P N Barry MD), (N Carleton, Prof S Oesterreich, P F McAuliffe, Prof A V Lee); (A Nasrazadani MD, K Gade MD, Prof A M Brufksy MD, G J van Londen MD), (Prof R Bhargava MD), (D L Thull MS, P L Mai MD), (E J Diego MD, Prof M T Lotze MD, P F McAuliffe), (Prof M T Lotze), (Prof M T Lotze), (Prof S Oesterreich, Prof A V Lee), (Prof W A Berg MD, Prof M L Zuley MD); (O C Marroquin MD)
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7
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Chen LJ, Trares K, Laetsch DC, Nguyen TNM, Brenner H, Schöttker B. Systematic Review and Meta-Analysis on the Associations of Polypharmacy and Potentially Inappropriate Medication With Adverse Outcomes in Older Cancer Patients. J Gerontol A Biol Sci Med Sci 2021; 76:1044-1052. [PMID: 32459845 DOI: 10.1093/gerona/glaa128] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Both polypharmacy and potentially inappropriate medication (PIM) intake are highly prevailing in older cancer patients. However, only studies on the association of polypharmacy and postoperative complications have been meta-analyzed previously. METHODS A systematic review and a meta-analysis of prospective/retrospective observational studies reporting associations of polypharmacy or PIM with at least one out of five predefined adverse health outcomes in a population of older cancer patients (≥60 years) were carried out. PubMed and Web of Science were used to search for relevant studies published between January 1991 and March 2020. Data were pooled by adopting a random-effects model. RESULTS Overall, 42 publications were included in the systematic review. Meta-analyses could be performed on 39 studies about polypharmacy and 13 studies about PIM. Polypharmacy was found to be statistically significantly associated with all-cause mortality (risk ratio [95% confidence interval]: 1.37 [1.25-1.50]), hospitalization (1.53 [1.37-1.71]), treatment-related toxicity (1.22 [1.01-1.47]), and postoperative complications (1.73 [1.36-2.20]). The association of polypharmacy with prolongation of hospitalization was not statistically significant at the p < .05 significance level (1.62 [0.98-2.66]). With respect to PIM, a statistically significant association with all-cause mortality (1.43 [1.08-1.88]) was observed but not with other adverse outcomes. CONCLUSIONS Polypharmacy was found to be associated with several adverse outcomes and PIM use with all-cause mortality in older cancer patients. However, these results should be interpreted with caution because about three-quarters of the studies identified did not adjust for comorbidity and are prone to confounding by indication.
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Affiliation(s)
- Li-Ju Chen
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Network Aging Research, University of Heidelberg, Germany
| | - Kira Trares
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Network Aging Research, University of Heidelberg, Germany
| | - Dana Clarissa Laetsch
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Thi Ngoc Mai Nguyen
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Network Aging Research, University of Heidelberg, Germany
| | - Hermann Brenner
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Network Aging Research, University of Heidelberg, Germany
| | - Ben Schöttker
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany.,Network Aging Research, University of Heidelberg, Germany
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8
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Falcone M, Liu L, Farias A, Zhang J, Kang I, Li M, Stern MC, Lerman C. Evidence for racial/ethnic disparities in emergency department visits following breast cancer surgery among women in California: a population-based study. Breast Cancer Res Treat 2021; 187:831-841. [PMID: 33675489 PMCID: PMC10373425 DOI: 10.1007/s10549-021-06119-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Accepted: 01/27/2021] [Indexed: 10/22/2022]
Abstract
PURPOSE Racial/ethnic disparities in breast cancer outcomes may be related to quality of care and reflected in emergency department (ED) visits following primary treatment. We examined racial/ethnic variation in ED visits following breast cancer surgery. METHODS Using linked data from the California Cancer Registry and California Office of Statewide Health Planning and Development, we identified 151,229 women diagnosed with stage 0-III breast cancer between 2005 and 2013 who received surgical treatment. Differences in odds of having at least one breast cancer-related ED visit within 90 days post-surgery were estimated with logistic regression controlling for clinical and sociodemographic variables. Secondary analyses examined health care-related moderators of disparities. RESULTS Hispanics and non-Hispanic (NH) Blacks had an increased likelihood of having an ED visit within 90 days of surgery compared to NH Whites [OR = 1.11 (1.04-1.18), p = 0.0016; OR = 1.38 (1.27-1.50), p < 0.0001, respectively]; the likelihood was reduced in Asian/Pacific Islanders [aOR = 0.77 (0.71-0.84), p < 0.0001]. Medicaid and Medicare (vs. commercial insurance) increased the likelihood of ED visit for NH Whites, and to a lesser degree for Hispanics and NH Blacks (p < 0.0001 for interaction). Receipt of surgery at an NCI-designated Comprehensive Cancer Center or at a for-profit (vs. non-profit) hospital was associated with reduced likelihood of ED visits for all groups. CONCLUSION Racial/ethnic disparities in ED visits following breast cancer surgery persist after controlling for clinical and sociodemographic variables. Improving quality of care following breast cancer surgery could improve outcomes for all groups.
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Affiliation(s)
- Mary Falcone
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA
| | - Lihua Liu
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Albert Farias
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - JuanJuan Zhang
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Irene Kang
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA
| | - Ming Li
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Mariana C Stern
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | - Caryn Lerman
- Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Ezralow Tower, 1441 Eastlake Ave, Suite 8302L, Los Angeles, CA, 99003, USA.
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Whitman A, Erdeljac P, Jones C, Pillarella N, Nightingale G. Managing Polypharmacy in Older Adults with Cancer Across Different Healthcare Settings. DRUG HEALTHCARE AND PATIENT SAFETY 2021; 13:101-116. [PMID: 33953612 PMCID: PMC8092848 DOI: 10.2147/dhps.s255893] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/26/2020] [Accepted: 03/25/2021] [Indexed: 11/23/2022]
Abstract
The care of older patients with cancer is becoming increasingly complex. Common challenges for this population include management of comorbidities, safe transitions of care, and appropriate medication use. In particular, polypharmacy-generally defined as the regular use of five or more medications-and inappropriate medication use can lead to adverse effects and poor outcomes in older adults with cancer, including falls, hospital readmissions, cognitive impairment, poor adherence to essential medications, chemotherapy toxicity, and increased mortality. Managing polypharmacy across different cancer care settings is often challenging. Providers face barriers to safe and successful medication management that may include lack of time, absence of reimbursement, underappreciation of the scale of polypharmacy-related harm, lack of ownership of deprescribing efforts, and poor communication across care settings. Existing literature on managing inappropriate medication use and polypharmacy in older adults with cancer has often focused on ideal state settings in which resources are plentiful and time is purposefully allocated for medication interventions. This paper presents a narrative, rather than a systematic review, of studies published in the past decade that provided detailed information on medication management and polypharmacy across cancer care settings. This review aims to also summarize different healthcare provider roles in taking action against inappropriate medication use and polypharmacy in older adults with cancer.
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Affiliation(s)
- Andrew Whitman
- Department of Pharmacy, University of Virginia Health, Charlottesville, VA, USA
| | - Paige Erdeljac
- Department of Pharmacy, James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - Caroline Jones
- Department of Pharmacy, University of Virginia Health, Charlottesville, VA, USA
| | - Nicole Pillarella
- Department of Pharmacy Practice, Jefferson College of Pharmacy, Thomas Jefferson University, Philadelphia, PA, USA
| | - Ginah Nightingale
- Department of Pharmacy Practice, Jefferson College of Pharmacy, Thomas Jefferson University, Philadelphia, PA, USA
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10
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Barlow A, Prusak ES, Barlow B, Nightingale G. Interventions to reduce polypharmacy and optimize medication use in older adults with cancer. J Geriatr Oncol 2021; 12:863-871. [PMID: 33353854 DOI: 10.1016/j.jgo.2020.12.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Revised: 10/22/2020] [Accepted: 12/10/2020] [Indexed: 02/07/2023]
Abstract
The use of polypharmacy and potentially inappropriate medications (PIMs) is an increasingly common, concerning public health issue in older adults, and a concurrent cancer diagnosis only further escalates the prevalence and complexity. Polypharmacy and PIM use has been associated with negative patient outcomes, including falls, chemotherapy toxicities and other adverse events, postoperative complications, frailty, functional impairment, and shortened survival. Despite the recognition of the harms, the prevalence of polypharmacy and PIM use continues to rise due to a lack of standardized identification and intervention methods. Efforts to reduce the prevalence have included use of explicit PIM screening tools (e.g., Beers criteria), comprehensive medication reviews, and deprescribing algorithms. However, these efforts are not widespread and the research on the effectiveness of such interventions is limited. To better understand what is known, this paper summarized available studies evaluating the effect of interventions on reducing the burden of polypharmacy/PIMs and provided recommendations to guide further practice models to reduce the negative consequences associated with polypharmacy and PIM use. Furthermore, we aim to establish a framework for clinical practice and to highlight areas for future intervention-based research to improve outcomes for older adults with cancer.
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Affiliation(s)
- Ashley Barlow
- Department of Pharmacy, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Brooke Barlow
- Department of Pharmacy Services, University of Kentucky HealthCare, Lexington, KY, USA
| | - Ginah Nightingale
- Department of Pharmacy Practice, Jefferson College of Pharmacy, Thomas Jefferson University, Philadelphia, PA, USA.
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11
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Emergency Department Visits Following Suboccipital Decompression for Adult Chiari Malformation Type I. World Neurosurg 2020; 144:e789-e796. [PMID: 32956886 PMCID: PMC7500401 DOI: 10.1016/j.wneu.2020.09.068] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2020] [Revised: 09/13/2020] [Accepted: 09/14/2020] [Indexed: 12/25/2022]
Abstract
BACKGROUND Postoperative emergency department (ED) visits following suboccipital decompression in Chiari malformation type I (CM-1) patients are not well described. We sought to evaluate the magnitude, etiology, and significance of postoperative ED service utilization in adult CM-1 patients at a tertiary referral center. METHODS A prospectively maintained database of CM-1 patients seen at our institution between January 1, 2006 and December 31, 2019 was used. ED visits occurring within 30 days after surgery were tracked for postoperative patients, while comparing clinical, imaging, and operative characteristics between patients with and without an ED visit. Clinical improvement at last follow-up was also compared between both groups of patients in a univariable and multivariable analysis using the Chicago Chiari Outcome Scale (CCOS). RESULTS In 175 surgically treated patients, 44 (25%) visited an ED in the 1-month period after surgery. The most common reason for seeking care was isolated headache (41%), and concentration disturbance at presentation was the only factor significantly associated with a postoperative ED visit (P = 0.023). The occurrence of a postoperative ED visit was independently associated with a lower chance of clinical improvement at last follow-up (adjusted odds ratio of CCOS ≥13 = 0.35, P = 0.021; adjusted odds ratio of CCOS ≥14 = 0.38, P = 0.016). CONCLUSIONS Adult CM-1 patients undergoing surgery at a tertiary referral center have an elevated rate of postoperative ED visits, which are mostly due to pain-related complaints. Such visits are hard to predict but are associated with worse long-term clinical outcome. Interventions that decrease the magnitude of postoperative ED service utilization are warranted.
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12
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Mohamed MR, Ramsdale E, Loh KP, Arastu A, Xu H, Obrecht S, Castillo D, Sharma M, Holmes HM, Nightingale G, Juba KM, Mohile SG. Associations of Polypharmacy and Inappropriate Medications with Adverse Outcomes in Older Adults with Cancer: A Systematic Review and Meta-Analysis. Oncologist 2020; 25:e94-e108. [PMID: 31570516 PMCID: PMC6964156 DOI: 10.1634/theoncologist.2019-0406] [Citation(s) in RCA: 99] [Impact Index Per Article: 19.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2019] [Accepted: 07/11/2019] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Polypharmacy (PP) and potentially inappropriate medications (PIM) are highly prevalent in older adults with cancer. This study systematically reviews the associations of PP and/or PIM with outcomes and, through a meta-analysis, obtains estimates of postoperative outcomes associated with PP in this population. MATERIALS AND METHODS We searched PubMed, Embase, Web of Science, and Cochrane Register of Clinical Trials using standardized terms for concepts of PP, PIM, and cancer. Eligible studies included cohort studies, cross-sectional studies, meta-analyses, and clinical trials which examined outcomes associated with PP and/or PIM and included older adults with cancer. A random effects model included studies in which definitions of PP were consistent to examine the association of PP with postoperative complications. RESULTS Forty-seven articles met the inclusion criteria. PP was defined as five or more medications in 57% of the studies. Commonly examined outcomes included chemotherapy toxicities, postoperative complications, functional decline, hospitalization, and overall survival. PP was associated with chemotherapy toxicities (4/9 studies), falls (3/3 studies), functional decline (3/3 studies), and overall survival (2/11 studies). A meta-analysis of four studies indicated an association between PP (≥5 medications) and postoperative complications (overall odds ratio, 1.3; 95% confidence interval [1.3-2.8]). PIM was associated with adverse outcomes in 3 of 11 studies. CONCLUSION PP is associated with postoperative complications, chemotherapy toxicities, and physical and functional decline. Only three studies showed an association between PIM and outcomes. However, because of inconsistent definitions, heterogeneous populations, and variable study designs, these associations should be further investigated in prospective studies. IMPLICATIONS FOR PRACTICE Polypharmacy and potentially inappropriate medications (PIM) are prevalent in older adults with cancer. This systematic review summarizes the associations of polypharmacy and PIM with health outcomes in older patients with cancer. Polypharmacy and PIM have been associated with postoperative complications, frailty, falls, medication nonadherence, chemotherapy toxicity, and mortality. These findings emphasize the prognostic importance of careful medication review and identification of PIM by oncology teams. They also underscore the need to develop and test interventions to address polypharmacy and PIM in older patients with cancer, with the goal of improving outcomes in these patients.
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Affiliation(s)
- Mostafa R. Mohamed
- James P. Wilmot Cancer Center, University of Rochester Medical CenterRochesterNew YorkUSA
| | - Erika Ramsdale
- James P. Wilmot Cancer Center, University of Rochester Medical CenterRochesterNew YorkUSA
| | - Kah Poh Loh
- James P. Wilmot Cancer Center, University of Rochester Medical CenterRochesterNew YorkUSA
| | - Asad Arastu
- James P. Wilmot Cancer Center, University of Rochester Medical CenterRochesterNew YorkUSA
| | - Huiwen Xu
- James P. Wilmot Cancer Center, University of Rochester Medical CenterRochesterNew YorkUSA
- Department of Public Health, University of Rochester School of Medicine and DentistryRochesterNew YorkUSA
| | - Spencer Obrecht
- James P. Wilmot Cancer Center, University of Rochester Medical CenterRochesterNew YorkUSA
| | - Daniel Castillo
- MLIS‐Miner Library, University of Rochester School of Medicine and DentistryRochesterNew YorkUSA
| | - Manvi Sharma
- Department of Pharmacy Administration, University of Mississippi School of Pharmacy, UniversityMississippiUSA
| | - Holly M. Holmes
- The University of Texas Health Science Center at HoustonHoustonTexasUSA
| | - Ginah Nightingale
- Department of Pharmacy Practice, Thomas Jefferson UniversityPhiladelphiaPennsylvaniaUSA
| | - Katherine M. Juba
- Department of Pharmacy, University of Rochester Medical CenterRochesterNew YorkUSA
- Department of Pharmacy Practice, Wegmans School of PharmacyRochesterNew YorkUSA
| | - Supriya G. Mohile
- James P. Wilmot Cancer Center, University of Rochester Medical CenterRochesterNew YorkUSA
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