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Kim DH, Youk J, Byun JM, Koh Y, Hong J, Kim TM, Kim I, Yoon SS, Yoo SH, Shin DY. Effects of tertiary palliative care on the pattern of end-of-life care in patients with hematologic malignancies in Korea. Eur J Haematol 2024; 112:743-755. [PMID: 38154958 DOI: 10.1111/ejh.14165] [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: 10/04/2023] [Revised: 12/15/2023] [Accepted: 12/18/2023] [Indexed: 12/30/2023]
Abstract
INTRODUCTION Patients with hematologic malignancies (HMs) often face challenges in accessing palliative care (PC) and receiving quality end-of-life (EOL) care. We examined factors associated with referrals to tertiary PC and the effects of tertiary PC on EOL care in patients with HMs. METHOD We included patients with HMs who were admitted to a university-affiliated hospital and died during hospitalization between January 2018 and December 2021. We investigated the receipt of PC consultations, patient characteristics, and EOL care indicators. RESULTS Overall, 487 patients were included in the analysis, with 156 (32%) undergoing PC consultation. Sex, residence, disease status, and admission purpose were factors associated with the likelihood of PC consultation, and there has been an increasing trend in the frequency of consultations in recent cases. A higher proportion of patients who received PC completed advance statements and life-sustaining treatment documents. Patients who received PC had lower rates of aggressive EOL care, including chemotherapy and intensive care unit admission, than those who did not receive PC. Notably, PC reduced the number of blood transfusions. CONCLUSION Tertiary PC aims to reduce aggressive EOL care through patient-centered goal-of-care discussions. Therefore, there is an imperative need for concerted efforts toward seamless integration of PC.
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Affiliation(s)
- Dong Hyun Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
| | - Jeonghwan Youk
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Ja Min Byun
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Youngil Koh
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
- Center for Medical Innovation, Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
| | - Junshik Hong
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
- Center for Medical Innovation, Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
| | - Tae Min Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Inho Kim
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Sung-Soo Yoon
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Shin Hye Yoo
- Center for Palliative Care and Clinical Ethics, Seoul National University Hospital, Seoul, Republic of Korea
| | - Dong-Yeop Shin
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University College of Medicine, Seoul, Republic of Korea
- Center for Medical Innovation, Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
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Javaid S, Frasier K, Chaudhary AJ, Del Castillo O. The Burden of Heart Failure and Its Impact on Mortality and Outcomes in Hospitalized Multiple Myeloma Patients: A Nationwide Study. Cureus 2023; 15:e47570. [PMID: 38022174 PMCID: PMC10666562 DOI: 10.7759/cureus.47570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
Background Multiple myeloma is a hematologic malignancy characterized by its association with a range of cardiovascular comorbidities, most notably heart failure. Our study aims to investigate the impact of heart failure on individuals who are hospitalized for multiple myeloma. Methods In this retrospective cohort study, we assembled a cohort of patients diagnosed with multiple myeloma from the National Inpatient Sample (NIS) data from 2019 to 2020. Within this study population, patients were classified according to the presence or absence of heart failure as a secondary diagnosis, with further stratification into distinct groups such as heart failure with reduced ejection fraction (HFrEF) and heart failure with preserved ejection fraction (HFpEF). The primary outcome studied was inpatient mortality. Secondary outcomes were length of stay, total hospitalization charges, acute respiratory failure, acute kidney injury, intensive care unit (ICU) admission, and mechanical ventilation. Confounders were adjusted using multivariate regression analysis. Results Among the 38,735 patients admitted with multiple myeloma, 5.6% (2,195 patients) were diagnosed with HFpEF, while 3% (1,170 patients) had HFrEF. The mortality rate was significantly higher in HFpEF patients compared to HFrEF and non-heart failure individuals (aOR: 1.68, [CI: 1.17-2.43]; P = 0.005). Length of hospital stay did not differ between these two groups; however, total hospitalization charges were more significant in the presence of heart failure versus without heart failure (coefficient: 33597; CI: 1730-65463; P = 0.04; and coefficient: 26107; CI: 5414-46800; P = 0.01 for HFrEF and HFpEF, respectively). Similarly, a significant increase in the odds of acute respiratory failure, care at the ICU, and requirement for mechanical ventilation was observed in patients with both types of heart failure compared to those without heart failure. Conclusion HFpEF was associated with high mortality rates and greater incidence of acute kidney injury in multiple myeloma patients compared to those with HFrEF and non-heart failure counterparts. However, both heart failure subtypes were associated with heightened total hospitalization charges and the increased likelihood of encountering acute respiratory failure, admission to the ICU, and the utilization of mechanical ventilation compared to patients without heart failure.
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Affiliation(s)
- Saad Javaid
- Internal Medicine, Wyckoff Heights Medical Center, New York, USA
| | - Kelly Frasier
- Internal Medicine, Nuvance Health, Poughkeepsie, USA
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Dullea JT, Vasan V, Devarajan A, Ali M, Nichols N, Chaluts D, Henson P, Porras C, Lopez C, Luna D, Liou L, Bederson J, Shrivastava RK. Utilization of Palliative Care Services Among Patients With Malignant Brain Tumors: An Analysis of the National Inpatient Sample (2016-2019). Neurosurgery 2023; 93:419-426. [PMID: 36867460 DOI: 10.1227/neu.0000000000002428] [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: 09/25/2022] [Accepted: 01/03/2023] [Indexed: 03/04/2023] Open
Abstract
BACKGROUND Recent advances in treatment of malignant brain tumors have improved outcomes. However, patients continue to experience significant disability. Palliative care helps patients with advanced illnesses improve their quality of life. There is a paucity of clinical studies examining palliative care usage among patients with malignant brain tumors. OBJECTIVE To assess if there were any patterns in palliative care utilization among patients hospitalized with malignant brain tumors. METHODS A retrospective cohort representing hospitalizations for malignant brain tumors was created from The National Inpatient Sample (2016-2019). Palliative care utilization was identified by ICD-10 code. Univariable and multivariable logistic regression models, accounting for the sample design, were built to evaluate the demographic variables associated with palliative care consultation in all patients and fatal hospitalizations. RESULTS 375 010 patients admitted with a malignant brain tumor were included in this study. Over the whole cohort, 15.0% of patients used palliative care. In fatal hospitalizations, Black and Hispanic patients had 28% lower odds of receiving a palliative care consultation compared with White patients (odds ratio for both = 0.72; P = .02). For fatal hospitalizations, patients insured privately were 34% more likely to use palliative care services compared with patients insured with Medicare (odds ratio = 1.34, P = .006). CONCLUSION Palliative care is underutilized among all patients with malignant brain tumors. Within this population, disparities in utilization are exacerbated by sociodemographic factors. Prospective studies investigating utilization disparities across race and insurance status are necessary to improve access to palliative care services for this population.
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Affiliation(s)
- Jonathan T Dullea
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Vikram Vasan
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Alex Devarajan
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Muhammad Ali
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Noah Nichols
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Danielle Chaluts
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Phil Henson
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Christian Porras
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Christine Lopez
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Diego Luna
- Whiting School of Engineering, Johns Hopkins University, Baltimore, Maryland, USA
| | - Lathan Liou
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Joshua Bederson
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Raj K Shrivastava
- Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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Jackson I, Etuk A, Jackson N. Prevalence and Predictors of Palliative Care Utilization among Hospitalized Patients with Diffuse Large B-Cell Lymphoma. J Palliat Care 2023; 38:167-174. [PMID: 35006019 DOI: 10.1177/08258597211073226] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objective: Research has shown that palliative care improves the quality of life of cancer patients; however, there is no literature on specific factors that predict its use in diffuse large b-cell lymphoma (DLBCL) patients. Therefore, the prevalence of palliative care utilization and predictors of palliative care utilization among patients with DLBCL were examined. Methods: Data from the National Inpatient Sample (NIS) collected between 2016 to 2018 were used for all analyses. Multivariable logistic regression models were used to examine the predictors of palliative care utilization among hospitalized patients with DLBCL. Descriptive analyses were used to explore the overall prevalence of palliative care receipt in this population. Results: Of the 41,789 hospitalizations, 7.1% of patients used palliative care during hospitalization, while 4.8% utilized palliative care and were discharged alive. DLBCL patients aged 70 and older had 1.3 times (95% CI: 1.14-1.41) higher odds of utilizing palliative care compared to those less than 70 years. Relative to Medicare/Medicaid patients, those with other types of insurance were 1.7 times (95% CI: 1.34-2.05) more likely to receive palliative care. Those who were either transferred to a facility/discharged with home health (AOR: 6.23; 95% CI: 5.21-7.44) or died during hospitalization (AOR: 45.17; 95% CI: 36.98-55.17) had higher odds of receiving palliative care when relative to those with a routine hospital discharge. Other associated factors were type of admission, length of stay, chemotherapy receipt, and number of comorbidities. Conclusions: The prevalence of palliative care utilization was low and factors predicting utilization in our population were identified. Our findings highlight the need to increase awareness among medical oncologists on the need to involve the palliative care team early in the management of hospitalized patients with DLBCL.
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Affiliation(s)
| | - Aniekeme Etuk
- University of Texas School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Nsikak Jackson
- University of Texas School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
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Jackson I, Jackson N, Etuk A. Prevalence and Factors Associated with Palliative Care Utilization among Hospitalized Patients with Esophageal Cancer in the United States. J Palliat Care 2023; 38:192-199. [PMID: 35837723 DOI: 10.1177/08258597221113716] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Objective: Due to poor 5-year survival and high symptom burden, esophageal cancer (EC) patients benefit markedly from palliative care utilization. However, there is scant literature exploring factors associated with receipt of palliative care in this population. The prevalence of palliative care consultations among hospitalized EC patients was assessed. Furthermore, we examined the factors associated with palliative care utilization among hospitalized patients with EC. Methods: Retrospective analyses were conducted using the National Inpatient Sample data collected between 2016 and 2018. Descriptive analyses were used to explore the overall prevalence of palliative care utilization. Univariate and multivariable regression models were used to examine factors associated with palliative care utilization among hospitalized EC patients. Results: The overall prevalence of palliative care utilization was 15.97%. Non-Hispanic Blacks had 1.16 times (95% CI: 1.00-1.34) higher odds of palliative care utilization compared to non-Hispanic Whites. Compared to patients on Medicare, those on Medicaid (AOR: 1.21; 95% CI: 1.02-1.45), private (AOR: 1.19; 95% CI: 1.06-1.35) and other insurance types (AOR: 1.68; 95% CI: 1.39-2.02) were more likely to utilize palliative care. Relative to patients hospitalized in the Northeast, those in Midwest (AOR: 1.34; 95% CI: 1.17-1.53), south (AOR: 1.28; 95% CI: 1.12-1.45), and west (AOR: 1.41; 95% CI: 1.22-1.61) were more likely to receive palliative care. Patients admitted to urban teaching hospitals (AOR: 1.28; 95% CI: 1.07-1.52) had higher odds of having palliative care consultations when compared to their counterparts in rural hospitals. Also, patients who were either discharged to a facility/with home health (OR: 5.39; 95% CI: 4.76-6.10) or died during hospitalization (OR: 26.93; 95% CI: 23.31-31.11) had higher odds of utilizing palliative care when compared to those with a routine discharge. Other factors identified were median household income quartiles, admission type, chemotherapy receipt, and the number of comorbidities. Conclusions: Our findings highlight the need to further analyze and address factors that may hinder palliative care utilization among hospitalized EC patients to decrease disparities and improve their quality of life. Hospital physicians and health systems need to be more proactive about palliative care consultations to maximize the benefits to these sick cancer patients.
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Affiliation(s)
- Inimfon Jackson
- Department of Medicine, Einstein Medical Center, Philadelphia, USA
| | - Nsikak Jackson
- Department of Management, Policy and Community Health, University of Texas School of Public Health, 12340University of Texas Health Science Center at Houston, Houston, Texas, USA
| | - Aniekeme Etuk
- Department of Internal Medicine, Thomas Hospital Infirmary Health, Fairhope, Alabama, USA
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Vardell VA, Ermann DA, Tantravahi SK, Haaland B, McClune B, Godara A, Mohyuddin GR, Sborov DW. Impact of academic medical center access on outcomes in multiple myeloma. Am J Hematol 2023; 98:41-48. [PMID: 36266759 DOI: 10.1002/ajh.26759] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 08/08/2022] [Accepted: 10/02/2022] [Indexed: 02/04/2023]
Abstract
Treatment at academic cancer centers (ACs) is associated with improved survival across hematologic malignancies, though the benefit in multiple myeloma (MM) has not been examined. This study aims to evaluate survival outcomes at Commission on Cancer accredited ACs compared to non-academic centers (NACs) for patients receiving MM-directed therapy. The National Cancer Database (NCDB) was used to identify demographics and overall survival (OS) of MM patients diagnosed from 2004 to 2017 and to compare outcomes by facility type. Survival analysis was repeated in a propensity score matched cohort, with NACs matched 1:1 to ACs by age, race, comorbidity score, insurance, year of diagnosis, distance traveled, and income. Of 163 375 MM patients, 44.5% were treated at ACs. Patients at ACs were more likely to receive MM-directed therapy compared to NACs (81% vs. 73%, p < .001). For patients receiving treatment, median OS at ACs was 71.3 months versus 41.2 months at NACs (p < .001). When adjusted for baseline demographics, patients treated at ACs had reduced mortality; hazard ratio (HR) 0.79 (95% CI 0.78-0.81, p < .001). The propensity score matched cohort maintained this survival benefit with a median OS of 59.9 months at ACs versus 37.0 months at NACs (p < .001), HR of 0.66 (95% CI 0.64-0.67, p < .001). ACs treated younger patients with fewer comorbidities and were more likely to treat racial minorities and patients with Medicaid or private insurance, and the uninsured. In this analysis, MM patients treated at ACs have significantly improved survival. While potentially related to access to specialized care, socioeconomic factors that drive facility selection may also contribute.
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Affiliation(s)
- Victoria A Vardell
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Daniel A Ermann
- Department of Internal Medicine, University of Utah, Salt Lake City, Utah, USA
| | - Srinivas K Tantravahi
- Division of Hematology and Hematologic Malignancies, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Benjamin Haaland
- Department of Population Health Sciences, University of Utah, Salt Lake City, Utah, USA
| | - Brian McClune
- Division of Hematology and Hematologic Malignancies, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Amandeep Godara
- Division of Hematology and Hematologic Malignancies, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Ghulam Rehman Mohyuddin
- Division of Hematology and Hematologic Malignancies, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah, USA
| | - Douglas W Sborov
- Division of Hematology and Hematologic Malignancies, University of Utah, Huntsman Cancer Institute, Salt Lake City, Utah, USA
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Mohyuddin GR, Sinnarajah A, Gayowsky A, Chan KKW, Seow H, Mian H. Quality of end-of-life care in multiple myeloma: A 13-year analysis of a population-based cohort in Ontario, Canada. Br J Haematol 2022; 199:688-695. [PMID: 35949180 DOI: 10.1111/bjh.18401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 07/06/2022] [Accepted: 07/26/2022] [Indexed: 11/30/2022]
Abstract
Optimizing end-of-life (EOL) care for multiple myeloma (MM) represents an unmet need. An administrative cohort in Ontario, Canada was analysed between 2006 and 2018. Aggressive care was defined as two or more emergency-department visits in the last 30 days before death, or at least two new hospitalizations within 30 days of death, or an intensive care unit (ICU) admission within the last 30 days of life. Supportive care was defined as a physician house-call in the last two weeks before death, or a palliative nursing or personal support visit at home in the last 30 days before death. Among 5095 patients, 23.2% of patients received chemotherapy at EOL and 55.6% of patients died as inpatient. A minority received aggressive care at EOL [28.3%: autologous stem cell transplant (ASCT), 20.4%: non-ASCT], and a majority received supportive care at EOL (65.4%: ASCT, 61.5%: non-ASCT). Supportive care was less likely to be received by those aged over 80 years and in lower-income neighbourhoods. Supportive care at EOL increased from 56.0% in 2006 to 70.3% in 2018. Despite improvements, many patients with MM experience aggressive care at EOL. Even in a publicly funded health care system, disparities based on age, income and community size are present.
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Affiliation(s)
| | | | | | - Kelvin K W Chan
- Odette Cancer Center, Sunnybrook Health Sciences Center, Toronto, Ontario, Canada.,Canadian Centre for Applied Research in Cancer Control, Vancouver, British Columbia, Canada
| | - Hsien Seow
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
| | - Hira Mian
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada
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