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Goble SR, Sultan A, Debes JD. End-of-life in Hepatocellular Carcinoma: How Palliative Care and Social Factors Impact Care and Cost. J Clin Gastroenterol 2024:00004836-990000000-00366. [PMID: 39453702 DOI: 10.1097/mcg.0000000000002091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/22/2024] [Accepted: 09/24/2024] [Indexed: 10/26/2024]
Abstract
OBJECTIVE Investigate the impacts of palliative care consults, race, and socioeconomic status on the prevalence of invasive procedures in patients with hepatocellular carcinoma (HCC). BACKGROUND Palliative care, race, and socioeconomic status can all influence end-of-life care preferences, but their roles in HCC have not been adequately explored. MATERIALS AND METHODS This is a cross-sectional study of patients with HCC from 2016 to 2019 using the National Inpatient Sample. Terminal and nonterminal hospitalizations were assessed with logistical regression evaluating associations between palliative care, race, income, and procedures along with do-not-resuscitate orders and cost. Procedures included mechanical ventilation, tracheostomy, and cardiopulmonary resuscitation (CPR) among others. RESULTS A total of 217,060 hospitalizations in patients with HCC were included, 18.1% of which included a palliative care encounter. The mean age was 65.0 years (SD = 11.3 y), 73.9% were males and 55.5% were white. Procedures were increased in terminal hospitalizations in black [CPR adjusted odds ratio (aOR) = 2.57, P < 0.001] and Hispanic patients (tracheostomy aOR = 3.64, P = 0.018) compared with white patients. Palliative care encounters were associated with reduced procedures during terminal hospitalizations (mechanical ventilation aOR = 0.47, P < 0.001, CPR aOR = 0.24, P < 0.001), but not in nonterminal hospitalizations. No association between income and end-of-life procedures was found. Palliative care was associated with decreased mean cost in terminal ($23,608 vs $31,756, P < 0.001) and nonterminal hospitalizations ($15,786 vs $19,914, P < 0.001). CONCLUSIONS Palliative care is associated with less aggressive end-of-life care and decreased costs in patients with HCC. Black and Hispanic race were both associated with more aggressive end-of-life care.
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Affiliation(s)
- Spencer R Goble
- Division of Gastroenterology, Department of Medicine, Hepatology, and Nutrition, University of Minnesota
| | - Amir Sultan
- Department of Medicine, University of Minnesota, Mayo Memorial Building, Minneapolis, MN
| | - Jose D Debes
- Department of Medicine, University of Minnesota, Mayo Memorial Building, Minneapolis, MN
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Baird CE, Wulff-Burchfield E, Egan PC, Hugar LA, Vyas A, Trikalinos NA, Liu MA, Bélanger E, Olszewski AJ, Bantis LE, Panagiotou OA. Predictors of high-intensity care at the end of life among older adults with solid tumors: A population-based study. J Geriatr Oncol 2024; 15:101774. [PMID: 38676975 PMCID: PMC11162260 DOI: 10.1016/j.jgo.2024.101774] [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: 11/01/2023] [Revised: 03/05/2024] [Accepted: 04/12/2024] [Indexed: 04/29/2024]
Abstract
INTRODUCTION High-intensity end-of-life (EoL) care can be burdensome for patients, caregivers, and health systems and does not confer any meaningful clinical benefit. Yet, there are significant knowledge gaps regarding the predictors of high-intensity EoL care. In this study, we identify risk factors associated with high-intensity EoL care among older adults with the four most common malignancies, including breast, prostate, lung, and colorectal cancer. MATERIALS AND METHODS Using SEER-Medicare data, we conducted a retrospective analysis of Medicare beneficiaries aged 65 and older who died of breast, prostate, lung, or colorectal cancer between 2011 and 2015. We used multivariable logistic regression to identify clinical, demographic, socioeconomic, and geographic predictors of high-intensity EoL care, which we defined as death in an acute care hospital, receipt of any oral or parenteral chemotherapy within 14 days of death, one or more admissions to the intensive care unit within 30 days of death, two or more emergency department visits within 30 days of death, or two or more inpatient admissions within 30 days of death. RESULTS Among 59,355 decedents, factors associated with increased likelihood of receiving high-intensity EoL care were increased comorbidity burden (odds ratio [OR]:1.29; 95% confidence interval [CI]:1.28-1.30), female sex (OR:1.05; 95% CI:1.01-1.09), Black race (OR:1.14; 95% CI:1.07-1.23), Other race/ethnicity (OR:1.20; 95% CI:1.10-1.30), stage III disease (OR:1.11; 95% CI:1.05-1.18), living in a county with >1,000,000 people (OR:1.23; 95% CI:1.16-1.31), living in a census tract with 10%-<20% poverty (OR:1.09; 95% CI:1.03-1.16) or 20%-100% poverty (OR:1.12; 95% CI:1.04-1.19), and having state-subsidized Medicare premiums (OR:1.18; 95% CI:1.12-1.24). The risk of high-intensity EoL care was lower among patients who were older (OR:0.98; 95% CI:0.98-0.99), lived in the Midwest (OR:0.69; 95% CI:0.65-0.75), South (OR:0.70; 95% CI:0.65-0.74), or West (OR:0.81; 95% CI:0.77-0.86), lived in mostly rural areas (OR:0.92; 95% CI:0.86-1.00), and had poor performance status (OR:0.26; 95% CI:0.25-0.28). Results were largely consistent across cancer types. DISCUSSION The risk factors identified in our study can inform the development of new interventions for patients with cancer who are likely to receive high-intensity EoL care. Health systems should consider incorporating these risk factors into decision-support tools to assist clinicians in identifying which patients should be referred to hospice and palliative care.
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Affiliation(s)
- Courtney E Baird
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA.
| | - Elizabeth Wulff-Burchfield
- Medical Oncology Division and Palliative Medicine Division, Department of Internal Medicine, University of Kansas School of Medicine, University of Kansas Cancer Center, The University of Kansas Health System, Kansas City, KS, USA
| | - Pamela C Egan
- Department of Medicine, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Lee A Hugar
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center, Tampa, FL, USA
| | - Ami Vyas
- University of Rhode Island, College of Pharmacy, Department of Pharmacy Practice, Kingston, RI, USA
| | - Nikolaos A Trikalinos
- Division of Oncology, Department of Medicine, Washington University Medical School Campus, St. Louis, MO, USA; Siteman Cancer Center, St. Louis, MO, USA
| | - Michael A Liu
- Columbia University Medical Center, Herbert Irving Comprehensive Cancer Center, New York, NY, USA
| | - Emmanuelle Bélanger
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
| | - Adam J Olszewski
- Department of Medicine, The Warren Alpert Medical School of Brown University, Providence, RI, USA
| | - Leonidas E Bantis
- Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, KS, USA
| | - Orestis A Panagiotou
- Center for Gerontology and Healthcare Research, Department of Health Services, Policy and Practice, Brown University School of Public Health, Providence, RI, USA
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Grafova IB, Manne SL, Hudson SV, Elliott J, Llanos AAM, Saraiya B, Duberstein PR. Functional impairment is associated with medical debt in male cancer survivors and credit card debt in female cancer survivors. Support Care Cancer 2023; 31:605. [PMID: 37782442 DOI: 10.1007/s00520-023-08070-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 09/23/2023] [Indexed: 10/03/2023]
Abstract
PURPOSE To examine the associations of functional limitations with medical and credit card debt among cancer survivor families and explore sex differences in these associations. METHODS This cross-sectional study used data from the 2019 wave of the Panel Study of Income Dynamics, a nationally representative, population-based survey of individuals and households in the US administered in both English and Spanish and includes all households where either the head of household or spouse/partner reported having been diagnosed with cancer. Participants reported on functional limitations in six instrumental activities of daily living (IADL) and seven activities of daily living (ADL). Functional impairment was categorized as 0, 1-2 and ≥ 3 limitations. Medical debt was defined as self-reported unpaid medical bills. Credit card debt was defined as revolving credit card debt. Multivariable logistic regression analyses were performed. RESULTS Credit card debt was more common than medical debt (39.8% vs. 7.6% of cancer survivor families). Families of male cancer survivors were 7.3 percentage points more likely to have medical debt and 16.0 percentage points less likely to have credit card debt compared to families of female cancer survivors. Whereas male cancer survivors with increasing levels of impairment were 24.7 percentage point (p-value = 0.006) more likely to have medical debt, female survivors with more functional impairment were 13.6 percentage points (p-value = 0.010) more likely to have credit card debt. CONCLUSIONS More research on medical and credit card debt burden among cancer survivors with functional limitations is needed.
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Affiliation(s)
- Irina B Grafova
- Edward J. Bloustein School of Planning and Public Policy, Rutgers University, 33 Livingston Avenue, New Brunswick, NJ, 08901, USA.
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA.
| | - Sharon L Manne
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Shawna V Hudson
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA
| | - Jennifer Elliott
- Edward J. Bloustein School of Planning and Public Policy, Rutgers University, 33 Livingston Avenue, New Brunswick, NJ, 08901, USA
| | - Adana A M Llanos
- Department of Epidemiology, Mailman School of Public Health and Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Biren Saraiya
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA
| | - Paul R Duberstein
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, NJ, USA
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Webber C, Hafid S, Gayowsky A, Howard M, Tanuseputro P, Jones A, Scott MM, Hsu AT, Downar J, Manuel D, Conen K, Isenberg SR. End-of-life interventions in patients with cancer. BMJ Support Palliat Care 2023:spcare-2023-004222. [PMID: 37536756 DOI: 10.1136/spcare-2023-004222] [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: 02/10/2023] [Accepted: 07/25/2023] [Indexed: 08/05/2023]
Abstract
OBJECTIVES To describe variations in the receipt of potentially inappropriate interventions in the last 100 days of life of patients with cancer according to patient characteristics and cancer site. METHODS We conducted a population-based retrospective cohort study of cancer decedents in Ontario, Canada who died between 1 January 2013 and 31 December 2018. Potentially inappropriate interventions, including chemotherapy, major surgery, intensive care unit admission, cardiopulmonary resuscitation, defibrillation, dialysis, percutaneous coronary intervention, mechanical ventilation, feeding tube placement, blood transfusion and bronchoscopy, were captured via hospital discharge records. We used Poisson regression to examine associations between interventions and decedent age, sex, rurality, income and cancer site. RESULTS Among 151 618 decedents, 81.3% received at least one intervention, and 21.4% received 3+ different interventions. Older patients (age 95-105 years vs 19-44 years, rate ratio (RR) 0.36, 95% CI 0.34 to 0.38) and women (RR 0.94, 95% CI 0.93 to 0.94) had lower intervention rates. Rural patients (RR 1.09, 95% CI 1.08 to 1.10), individuals in the highest area-level income quintile (vs lowest income quintile RR 1.02, 95% CI 1.01 to 1.04), and patients with pancreatic cancer (vs colorectal cancer RR 1.10, 95% CI 1.07 to 1.12) had higher intervention rates. CONCLUSIONS Potentially inappropriate interventions were common in the last 100 days of life of cancer decedents. Variations in interventions may reflect differences in prognostic awareness, healthcare access, and care preferences and quality. Earlier identification of patients' palliative care needs and involvement of palliative care specialists may help reduce the use of these interventions at the end of life.
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Affiliation(s)
- Colleen Webber
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
| | - Shuaib Hafid
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | | | - Michelle Howard
- Department of Family Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Peter Tanuseputro
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
- Division of Palliative Care, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Aaron Jones
- ICES, Hamilton, Ontario, Canada
- Department of Health Research Methods Evidence and Impact, McMaster University, Hamilton, Ontario, Canada
| | - Mary M Scott
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
| | - Amy T Hsu
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
- Department of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - James Downar
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
- Division of Palliative Care, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Doug Manuel
- Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
- Bruyère Research Institute, Ottawa, Ontario, Canada
- Department of Family Medicine, University of Ottawa, Ottawa, Ontario, Canada
| | - Katrin Conen
- Department of Medicine, Walker Family Cancer Centre and Niagara Health Sciences, McMaster University, Hamilton, Ontario, Canada
| | - Sarina Roslyn Isenberg
- Bruyère Research Institute, Ottawa, Ontario, Canada
- Division of Palliative Care, Department of Medicine, University of Ottawa, Ottawa, Ontario, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Ontario, Canada
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Castaneda-Avila MA, Suárez Ramos T, Torres-Cintrón CR, Cotto-Santana LA, Tortolero-Luna G, Ortiz-Ortiz KJ. Induction Therapy and Survival for Acute Myeloid Leukemia in Hispanic Adults from Puerto Rico. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2022; 22:e922-e930. [PMID: 35853812 DOI: 10.1016/j.clml.2022.06.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/10/2022] [Revised: 06/15/2022] [Accepted: 06/17/2022] [Indexed: 06/15/2023]
Abstract
BACKGROUND Acute myeloid leukemia (AML) is the most common type of leukemia in adults. There are no previous studies evaluating AML treatment patterns in Puerto Rico. We describe the first-line therapy patterns and survival of patients diagnosed with AML in Puerto Rico using the Puerto Rico Central Cancer Registry Health Insurance Linkage Database (2011-2015). METHODS We describe patient characteristics according to intensive, non-intensive, and non-treatment status. We used Cox proportional hazard models to evaluate the factors associated with the risk of death stratified by intensive and non-intensive therapy. For this study, 385 patients with AML were included. RESULTS The mean age was 67 years old and 50.1% were female. Nearly half of AML patients (46.8%) received intensive treatment, 23.6% received non-intensive treatment, and 26.2% did not receive treatment. The overall 3-year survival rate was 17.9%. Among those who received intensive therapy, the risk of death among females was lower than males (hazard ratio [HR]: 0.64, 95% confidence interval [CI]: 0.44-0.93). Patients 60 years or older who received intensive treatment had a higher risk of death than younger patients (HR: 1.67, 95% CI: 1.09-2.55). Patients with poor/adverse risk receiving intensive (HR: 3.43, 95% CI: 1.76-6.69) or non-intensive (HR: 4.32, 95% CI: 1.66-11.28) treatment had a higher risk of death than patients with a favorable risk category. CONCLUSION Our findings are the first step to monitor the quality of care of patients with AML in Puerto Rico, particularly related to the administration of appropriate induction therapies, which is one of the most important predictors of AML survival.
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Affiliation(s)
- Maira A Castaneda-Avila
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA
| | - Tonatiuh Suárez Ramos
- Puerto Rico Central Cancer Registry, University of Puerto Rico, Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Carlos R Torres-Cintrón
- Puerto Rico Central Cancer Registry, University of Puerto Rico, Comprehensive Cancer Center, San Juan, Puerto Rico
| | | | - Guillermo Tortolero-Luna
- Puerto Rico Central Cancer Registry, University of Puerto Rico, Comprehensive Cancer Center, San Juan, Puerto Rico; Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Karen J Ortiz-Ortiz
- Puerto Rico Central Cancer Registry, University of Puerto Rico, Comprehensive Cancer Center, San Juan, Puerto Rico; Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico; Department of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico.
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Ramos-Fernández MR, Ortiz-Ortiz KJ, Torres-Cintrón CR, Tortolero-Luna G. Patterns of End-of-Life Care as Measured by Emergency Room Visits Among Cancer Patients in Puerto Rico. Am J Hosp Palliat Care 2021; 39:72-78. [PMID: 34231422 DOI: 10.1177/10499091211025743] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Community palliative care (PC) services are scarce in Puerto Rico (PR). Patients with advanced cancer commonly visit the emergency department(ED) at the end of life (EoL). Recognition of patients with limited life expectancies and PC needs may improve the EoL trajectory of these patients. Our objective was to characterize ED visits of cancer patients at the EoL by examining the patterns of ED visits in PR using the PR Central Cancer Registry-Health Insurance Linkage Database (PRCCR-HILD). METHODS The cohort consisted of patients aged ≥18 years with a primary invasive that died between 2011- 2017, with a recorded date of death, and who had insurance claims during their last three months. EoL indicators were ED visits, ED death, and hospice care use. RESULTS The study cohort included 10,755 cancer patients. 49.6% had ≥1 ED visit, 20.3% had ≥2 ED visits, and 9.7% died in the ED. In the adjusted model, female patients (aOR 0.80; 95% CI 0.68-0.93; p-value < 0.01), patients aged ≥80 years (aOR 0.47; 95% CI 0.36-0.63; p-value < 0.01), being enrolled in Medicare (aOR 0.74; 95% CI 0.61-0.90; p-value < 0.01) or being enrolled in Medicaid/Medicare (aOR 0.76; 95% CI 0.62-0.93; p-value = 0.01) were less likely to have an ED visit the date of death. Patients with distant stage are more likely to have ED ≥ 2visits (p-value < 0.05). Conclusions: ED visits at EoL can be interpreted as poor quality cancer care and awareness of the potential of ED-initiated PC is needed in PR.
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Affiliation(s)
- María R Ramos-Fernández
- Emergency Medicine Department, 12320University of Puerto Rico, San Juan, Puerto Rico.,Supportive Oncology, 12320University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Karen J Ortiz-Ortiz
- Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico.,Department of Health Services Administration, Graduate School of Public Health, Medical Sciences Campus, University of Puerto Rico, San Juan, Puerto Rico
| | - Carlos R Torres-Cintrón
- Puerto Rico Central Cancer Registry, 591857University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Guillermo Tortolero-Luna
- Division of Cancer Control and Population Sciences, University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico.,Puerto Rico Central Cancer Registry, 591857University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico
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