1
|
Sakowitz S, Bakhtiyar SS, Curry J, Ali K, Toste P, Benharash P. Association of neighborhood socioeconomic disadvantage with use of minimally invasive resection for non-small cell lung cancer. J Thorac Cardiovasc Surg 2024; 168:1270-1280.e1. [PMID: 38101767 DOI: 10.1016/j.jtcvs.2023.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 11/17/2023] [Accepted: 12/08/2023] [Indexed: 12/17/2023]
Abstract
OBJECTIVE Minimally invasive resection for non-small cell lung cancer has been linked to decreased postoperative morbidity. This work sought to characterize factors associated with receiving minimally invasive surgery for surgically resectable non-small cell lung cancer. METHODS All adults undergoing lobectomy/sublobar resection for stage I non-small cell lung cancer were identified using the 2010-2020 National Cancer Database. Those undergoing thoracoscopic/robotic procedures comprised the minimally invasive resection cohort (others: open). Hospitals were stratified by minimally invasive resection procedure volume, with the top quartile considered high minimally invasive resection volume centers. Multivariable models were constructed to assess the independent association between the patients, diseases, and hospital factors and the likelihood of receiving minimally invasive resection. RESULTS Of 217,762 patients, 112,304 (52%) underwent minimally invasive resection. The proportion of minimally invasive resection procedures increased from 27% in 2010 to 72% in 2020 (P < .001). After adjustment, several factors were independently associated with decreased odds of receiving minimally invasive resection, including lower quartiles of median neighborhood income (51st-75th percentile adjusted odds ratio, 0.92, 95% CI, 0.89-0.94; 26th-50th percentile adjusted odds ratio, 0.86, CI, 0.83-0.89; 0-25th percentile adjusted odds ratio, 0.78, CI, 0.75-0.81; reference: 76th-100th percentile income) and care at community hospitals (adjusted odds ratio, 0.70, CI, 0.68-0.71; reference: academic centers). Among patients receiving care at high minimally invasive resection volume centers, lowest income remained linked with reduced likelihood of undergoing minimally invasive resection from 2010 to 2015 (adjusted odds ratio, 0.85, CI, 0.77-0.94), but did not alter the odds of minimally invasive resection in later years (adjusted odds ratio, 1.01, CI, 0.87-1.16; reference: highest income). CONCLUSIONS This study identified significant community income-based disparities in the likelihood of undergoing minimally invasive resection as definitive surgical treatment. Novel interventions are warranted to expand access to high-volume minimally invasive resection centers and ensure equitable access to minimally invasive surgery.
Collapse
Affiliation(s)
- Sara Sakowitz
- Cardiovascular Outcomes Research Laboratories (CORELAB), Department of Surgery, University of California, Los Angeles, Calif
| | - Syed Shahyan Bakhtiyar
- Cardiovascular Outcomes Research Laboratories (CORELAB), Department of Surgery, University of California, Los Angeles, Calif; Department of Surgery, University of Colorado, Aurora, Colo
| | - Joanna Curry
- Cardiovascular Outcomes Research Laboratories (CORELAB), Department of Surgery, University of California, Los Angeles, Calif
| | - Konmal Ali
- Cardiovascular Outcomes Research Laboratories (CORELAB), Department of Surgery, University of California, Los Angeles, Calif
| | - Paul Toste
- Division of Cardiothoracic Surgery, Department of Surgery, University of California, Los Angeles, Calif
| | - Peyman Benharash
- Cardiovascular Outcomes Research Laboratories (CORELAB), Department of Surgery, University of California, Los Angeles, Calif; Division of Cardiothoracic Surgery, Department of Surgery, University of California, Los Angeles, Calif.
| |
Collapse
|
2
|
Kapp CM, Green C, Thiboutot J, Kim J, Pasquinelli MM, Aronson B, Argento AC. Understanding the Social Risk Factors That Avert Equitable Lung Cancer Care. Clin Lung Cancer 2024:S1525-7304(24)00190-6. [PMID: 39304360 DOI: 10.1016/j.cllc.2024.08.011] [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: 01/18/2024] [Revised: 08/09/2024] [Accepted: 08/22/2024] [Indexed: 09/22/2024]
Abstract
BACKGROUND Lung cancer remains the leading cause of cancer death in the United States. There is an association between certain social determinants of health (SDOH) and adverse cancer outcomes. These include Black race and low-income, which are associated with poorer adherence to lung cancer screening and presentation at a later stage of disease. METHODS We conducted a retrospective review of all patients with a diagnosis of lung cancer at a single urban, academic center from 2015 to 2021. Demographic data including race and clinical data including time taken to progress through various checkpoints (ie, concerning CT scan to diagnosis, diagnosis to treatment) were collected. Income data was approximated based on population medians at patient's home address zip code. RESULTS A total of 550 patients were included in the final analysis. The study population was 57.4% Black and 61.2% of patients presenting with a household income of $40,000 US Dollars or lower based on approximated median household income. The time from CT scan to first treatment for the entire cohort was 121.3 days with no statistically significant variance by race. However, among patients presenting at stage IV, 72.7% were black and 76.0% resided in a zip code with a median income < $40,000. CONCLUSIONS This study demonstrated no significant delays in progressing through checkpoints of lung cancer diagnosis and treatment on the basis of race or income approximation. Black patients and patients in low-income households were diagnosed with lung cancer at a more advanced stage. Efforts to close the gap in lung cancer disparities should be focused on targeting screening and early identification toward social groups that may be at highest risk of late presentation. Institutional focus on patient navigation through these stages should be paramount. TWEETABLE ABSTRACT There were no delays in progression to lung cancer diagnostic and therapeutic milestones based on race or income approximation. Black race and residing in a low-income area are predictors for presenting at stage IV.
Collapse
Affiliation(s)
- Christopher M Kapp
- Northwestern University Department of Medicine, Division of Pulmonary and Critical Care Medicine, Section of Interventional Pulmonary, Chicago, IL.
| | - Chelsi Green
- University of Illinois College of Medicine at Chicago Department of Medicine, Division of Pulmonary, Critical Care, Sleep and Allergy, Chicago, IL
| | - Jeffrey Thiboutot
- Johns Hopkins University Department of Medicine, Division of Pulmonary and Critical Care Medicine, Baltimore, MD
| | - Jeremy Kim
- Northwestern University Department of Medicine, Division of Pulmonary and Critical Care Medicine, Section of Interventional Pulmonary, Chicago, IL
| | - Mary M Pasquinelli
- University of Illinois College of Medicine at Chicago Department of Medicine, Division of Pulmonary, Critical Care, Sleep and Allergy, Chicago, IL
| | - Benjamin Aronson
- University of Chicago Department of Medicine, Internal Medicine Residency, Chicago, IL
| | - A Christine Argento
- Johns Hopkins University Department of Medicine, Division of Pulmonary and Critical Care Medicine, Baltimore, MD
| |
Collapse
|
3
|
Tong BC, Bonnell LN, Habib RH, Shahian DM, Shersher D, Broderick SR, Burfeind WR, Seder CW. The Society of Thoracic Surgeons 2024 Risk Models for Lung Cancer Resection: Continued Refinement and Improved Outcomes. Ann Thorac Surg 2024:S0003-4975(24)00686-6. [PMID: 39197635 DOI: 10.1016/j.athoracsur.2024.07.047] [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: 04/17/2024] [Revised: 07/24/2024] [Accepted: 07/29/2024] [Indexed: 09/01/2024]
Abstract
BACKGROUND The Society of Thoracic Surgeons (STS) General Thoracic Surgery Database (GTSD) has been used to develop risk models for patients undergoing pulmonary resection for cancer. Leveraging a contemporary and more inclusive cohort, this study sought to refine these models. METHODS The study population consisted of adult patients in the STS GTSD who underwent pulmonary resection for cancer between 2015 and 2022. Unlike in previous models, nonelective operations were included. Separate risk models were derived for operative mortality, major morbidity, and composite morbidity or mortality. Logistic regression with backward selection was used with predictors retained in models if P < .10. All derived models were validated using 9-fold cross-validation. Model discrimination and calibration were assessed for the overall cohort and for surgical procedure, demographic, and risk factor subgroups. RESULTS Data from 140,927 patients at 337 participating centers were included in the study. Overall operative mortality rate was 1.1%, major morbidity was 7.3%, and composite morbidity or mortality was 7.6%. Novel predictors of short-term outcomes included interstitial lung disease, diffusing capacity of lung for carbon monoxide, and payer status. Overall discrimination was superior to previous STS pulmonary resection models for operative mortality (C-statistic = 0.80) and for composite morbidity or mortality (C-statistic = 0.70). Model discrimination was comparable and model calibration was excellent across all procedure- and demographic-specific subcohorts. CONCLUSIONS Among STS GTSD participants, major morbidity and operative mortality rates remained low after pulmonary resection. The newly derived pulmonary resection risk models demonstrate superior performance compared with previous models, with broader real-life applicability and clinical face validity.
Collapse
Affiliation(s)
- Betty C Tong
- Division of Thoracic and Cardiovascular Surgery, Department of Surgery, Duke University Medical Center; Durham, North Carolina.
| | - Levi N Bonnell
- The Society of Thoracic Surgeons Research and Analytic Center, Chicago, Illinois
| | - Robert H Habib
- The Society of Thoracic Surgeons Research and Analytic Center, Chicago, Illinois
| | - David M Shahian
- Department of Cardiac Surgery, Massachusetts General Hospital; Boston, Massachusetts
| | - David Shersher
- Division of Thoracic Surgery, Department of Surgery, Cooper MD Anderson, Camden, New Jersey
| | - Stephen R Broderick
- Division of General Thoracic Surgery, Department of Surgery, The Johns Hopkins Hospital; Baltimore, Maryland
| | - William R Burfeind
- Division of Thoracic Surgery, Department of Surgery, St. Luke's Health Network, Bethlehem, Pennsylvania
| | - Christopher W Seder
- Department of Cardiovascular and Thoracic Surgery, Rush University, Chicago, Illinois
| |
Collapse
|
4
|
Kearney L, Nguyen T, Steiling K. Disparities across the continuum of lung cancer care: a review of recent literature. Curr Opin Pulm Med 2024; 30:359-367. [PMID: 38411202 DOI: 10.1097/mcp.0000000000001064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
PURPOSE OF REVIEW Lung cancer remains the leading cause of cancer mortality worldwide. Health disparities have long been noted in lung cancer incidence and survival and persist across the continuum of care. Understanding the gaps in care that arise from disparities in lung cancer risk, screening, treatment, and survivorship are essential to guiding efforts to achieve equitable care. RECENT FINDINGS Recent literature continues to show that Black people, women, and people who experience socioeconomic disadvantage or live in rural areas experience disparities throughout the spectrum of lung cancer care. Contributing factors include structural racism, lower education level and health literacy, insurance type, healthcare facility accessibility, inhaled carcinogen exposure, and unmet social needs. Promising strategies to improve lung cancer care equity include policy to reduce exposure to tobacco smoke and harmful pollutants, more inclusive lung cancer screening eligibility criteria, improved access and patient navigation in lung cancer screening, diagnosis and treatment, more deliberate offering of appropriate surgical and medical treatments, and improved availability of survivorship and palliative care. SUMMARY Given ongoing disparities in lung cancer care, research to determine best practices for narrowing these gaps and to guide policy change are an essential focus of future lung cancer research.
Collapse
Affiliation(s)
- Lauren Kearney
- Section of Pulmonary, Allergy, and Critical Care Medicine. Boston University Chobanian and Avedisian School of Medicine
- Center for Healthcare Organization & Implementation Research, VA Boston Healthcare System
| | - Tatyana Nguyen
- Department of Medicine. Boston University Chobanian and Avedisian School of Medicine, Boston, Massachusetts, USA
| | - Katrina Steiling
- Section of Pulmonary, Allergy, and Critical Care Medicine. Boston University Chobanian and Avedisian School of Medicine
| |
Collapse
|
5
|
Qiu LH, Song JQ, Jiang F, Zhao YY, Liu Y, Wu LL, Ma GW. Marital status impacts survival of stage I non-small-cell lung cancer: a propensity-score matching analysis. Future Sci OA 2024; 10:FSO926. [PMID: 38827800 PMCID: PMC11140661 DOI: 10.2144/fsoa-2023-0103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Accepted: 10/25/2023] [Indexed: 06/05/2024] Open
Abstract
Aim: This population-based analysis aimed to explore the associations among marital status, prognosis and treatment of stage I non-small-cell lung cancer. Materials & methods: The propensity score matching (PSM), logistic regression and Cox proportional hazards model were used in this study. Results: A total of 13,937 patients were included. After PSM, 10579 patients were co-insured. The married were more likely to receive surgical treatment compared with the unmarried patients (OR: 1.841, p < 0.001), and patients who underwent surgery also tended to have better survival (HR: 0.293, p < 0.001). Conclusion: Compared with unmarried patients, a married group with stage I NSCLC had timely treatment and more satisfactory survival. This study highlights the importance of prompt help and care for unmarried patients.
Collapse
Affiliation(s)
- Li-Hong Qiu
- Department of Thoracic Surgery, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510000, PR China
| | - Jia-Qi Song
- School of Medicine, Tongji University, Shanghai, 200092, PR China
| | - Feng Jiang
- Department of Oncology, Zhongda Hospital, Southeast University, Nanjing, 210009, PR China
| | - Yuan-Yuan Zhao
- School of Medicine, Tongji University, Shanghai, 200092, PR China
| | - Yu'e Liu
- School of Medicine, Tongji University, Shanghai, 200092, PR China
| | - Lei-Lei Wu
- School of Medicine, Tongji University, Shanghai, 200092, PR China
| | - Guo-Wei Ma
- Department of Thoracic Surgery, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou, 510000, PR China
| |
Collapse
|
6
|
Khan MMM, Munir MM, Woldesenbet S, Endo Y, Rawicz-Pruszyński K, Katayama E, Ejaz A, Cloyd J, Dilhoff M, Pawlik TM. Association of surgeon-patient sex concordance with postoperative outcomes following complex cancer surgery. J Surg Oncol 2024; 129:489-498. [PMID: 37990862 DOI: 10.1002/jso.27527] [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: 08/13/2023] [Revised: 10/21/2023] [Accepted: 10/28/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND AND OBJECTIVES Sex concordance may impact the therapeutic relationship and provider-patient interactions. We sought to define the association of surgeon-patient sex concordance on postoperative patient outcomes following complex cancer surgery. METHODS Patients who underwent surgery for lung, breast, hepato-pancreato-biliary, or colorectal cancer between 2014 and 2020 were identified from the Medicare Standard Analytic Files. The impact of surgeon-patient sex concordance or discordance on achieving an optimal postoperative textbook outcome (TO) was assessed using multivariable logistic regression. RESULTS Among 495 628 patients, 241 938 (48.8%) patients were sex concordant with their surgeon while 253 690 (51.2%) patients were sex discordant. Sex discordance between surgeon and patient was associated with a decreased likelihood to achieve a postoperative TO (odds ratio [OR]: 0.95, 95% CI: 0.93-0.97; p < 0.001). Sex discordance was associated with a higher risk of complications (OR: 1.05, 95% CI: 1.03-1.07; p < 0.001) and 90-day mortality (OR: 1.05, 95% CI: 1.01-1.09; p = 0.011). Of note, male patients treated by female surgeons (OR: 0.96, 95% CI: 0.93-0.99; p = 0.017) had a similar lower likelihood to achieve a TO as female patients treated by male surgeons (OR: 0.90, 95% CI: 0.86-0.93; p < 0.001). CONCLUSIONS Sex discordance was associated with a reduced likelihood of achieving an "optimal" postoperative course following complex cancer surgery.
Collapse
Affiliation(s)
- Muhammad Muntazir Mehdi Khan
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Muhammad M Munir
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Selamawit Woldesenbet
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Yutaka Endo
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Karol Rawicz-Pruszyński
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
- Department of Surgical Oncology, Medical University of Lublin, Lublin, Poland
| | - Erryk Katayama
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Aslam Ejaz
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Jordan Cloyd
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Mary Dilhoff
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| | - Timothy M Pawlik
- Department of Surgery, Division of Surgical Oncology, The Ohio State University Wexner Medical Center and James Comprehensive Cancer Center, Columbus, Ohio, USA
| |
Collapse
|
7
|
Stuart CM, Dyas AR, Bronsert MR, Velopulos CG, Randhawa SK, David EA, Mitchell JD, Meguid RA. The Effect of Social Vulnerability on Initial Stage and Treatment for Non-Small Cell Lung Cancer. Lung Cancer 2024; 188:107452. [PMID: 38176296 PMCID: PMC10872251 DOI: 10.1016/j.lungcan.2023.107452] [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: 10/09/2023] [Revised: 12/12/2023] [Accepted: 12/22/2023] [Indexed: 01/06/2024]
Abstract
OBJECTIVE The Social Vulnerability Index (SVI) is a composite metric for social determinants of health. The objective of this study was to determine if SVI influences stage at presentation for non-small cell lung cancer (NSCLC) patients and subsequent therapies. MATERIALS AND METHODS NSCLC patients from our local contribution to the National Cancer Database (2011-2021) were grouped into low SVI (<75 %ile) and high SVI (>75 %ile) cohorts. Demographics, cancer-related variables, and treatment modalities were compared. Multivariable logistic regression was performed to control for the impact of demographics on cancer presentation and for the impact of oncologic variables on treatment outcomes. RESULTS Of 1,662 NSCLC patients, 435 (26 %) were defined as high SVI. Compared to the 1,227 (74 %) low SVI patients, highly vulnerable patients were more likely to be male (53.3 % vs 46.0 %, p = 0.009), non-White (17.2 % vs 9.7 %, p < 0.0001), have comorbidities (29.4 % vs 23.1 %, p = 0.009) and present at a higher AJCC clinical T, M and overall stage (all p < 0.05). These findings persisted on multivariable analysis, with highly vulnerable patients having 1.5x the odds (95 %CI: 1.23-1.86, p < 0.001) of presenting at more advanced stage. Patients with high SVI were less likely to be recommended for and receive surgery (40.9 % vs 53.2 %, p < 0.001), and this finding persisted after controlling for stage at presentation (OR 1.37, 95 %CI 1.04-1.80). CONCLUSIONS Highly vulnerable patients present at a more advanced clinical stage and are less likely to be recommended and receive surgery, even after controlling for stage at presentation. Further investigation into these findings is warranted to achieve more equitable oncologic care.
Collapse
Affiliation(s)
- Christina M Stuart
- Department of Surgery, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA.
| | - Adam R Dyas
- Department of Surgery, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA
| | - Michael R Bronsert
- Adult and Child Center for Outcomes Research and Delivery Science, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA
| | - Catherine G Velopulos
- Department of Surgery, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA
| | - Simran K Randhawa
- Department of Surgery, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA
| | - Elizabeth A David
- Department of Surgery, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA
| | - John D Mitchell
- Department of Surgery, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA
| | - Robert A Meguid
- Department of Surgery, The University of Colorado, Anschutz Medical Campus, Aurora CO, USA
| |
Collapse
|
8
|
Dubowitz J, Riedel B, Blaas C, Hiller J, Braat S. On the horns of a dilemma: choosing total intravenous anaesthesia or volatile anaesthesia for cancer surgery, an enduring controversy. Br J Anaesth 2024; 132:5-9. [PMID: 37884407 DOI: 10.1016/j.bja.2023.10.001] [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: 09/06/2023] [Accepted: 10/01/2023] [Indexed: 10/28/2023] Open
Abstract
Two methods for administering general anaesthesia are widely used: propofol-based total intravenous anaesthesia (propofol-TIVA) and inhalation volatile agent-based anaesthesia. Both modalities, which have been standards of care for several decades, boast a robust safety profile. Nevertheless, the potential differential effects of these anaesthetic techniques on immediate, intermediate, and extended postoperative outcomes remain a subject of inquiry. We discuss a recently published longitudinal analysis stemming from a multicentre randomised controlled trial comparing sevoflurane-based inhalation anaesthesia with propofol-TIVA in older patients with cancer, which showed a reduced incidence of emergence and postoperative delirium, comparable postoperative complication rates within 30 days after surgery, and comparable long-term survival rates. We undertake an assessment of the trial's methodological strengths and limitations, contextualise its results within the broader scientific evidence, and explore avenues for resolving the extant controversies in anaesthetic choice for cancer surgery. We aim to pave the way for the incorporation of precision medicine paradigms into the evolving landscape of perioperative care for patients with cancer.
Collapse
Affiliation(s)
- Julia Dubowitz
- Department of Anaesthesia, Perioperative Medicine, and Pain Medicine, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Department of Critical Care, University of Melbourne, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia.
| | - Bernhard Riedel
- Department of Anaesthesia, Perioperative Medicine, and Pain Medicine, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia; Department of Critical Care, University of Melbourne, Melbourne, VIC, Australia; Sir Peter MacCallum Department of Oncology, University of Melbourne, Melbourne, VIC, Australia
| | - Celia Blaas
- Department of Anaesthesia, Perioperative Medicine, and Pain Medicine, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Jonathan Hiller
- Department of Anaesthesia, Perioperative Medicine, and Pain Medicine, Peter MacCallum Cancer Centre, Melbourne, VIC, Australia
| | - Sabine Braat
- Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, University of Melbourne, Melbourne, VIC, Australia; MISCH (Methods and Implementation Support for Clinical Health) Research Hub, Faculty of Medicine, Dentistry and Health Sciences, University of Melbourne, Melbourne, VIC, Australia
| |
Collapse
|
9
|
Alnajar A, Razi SS, Kodia K, Villamizar N, Nguyen DM. The impact of social determinants of health on textbook oncological outcomes and overall survival in locally advanced non-small cell lung cancer. JTCVS OPEN 2023; 16:888-906. [PMID: 38204620 PMCID: PMC10775054 DOI: 10.1016/j.xjon.2023.09.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 09/01/2023] [Accepted: 09/05/2023] [Indexed: 01/12/2024]
Abstract
Objectives Textbook oncological outcome (TOO) is a composite metric for surgical outcomes, including non-small cell lung cancer (NSCLC). We hypothesized that social determinants of health (SDH) can affect both the attainment of TOO and the overall survival (OS) in surgically resected NSCLC patients with pathological nodal disease. Methods We queried the National Cancer Database (2010-2017) for preoperative therapy-naïve lobectomies for NSCLC with tumor size <7 cm and pathologic N1/N2. Socioeconomic factors comprised SDH scores, where SDH negative (-) was considered if SDH ≥2 (disadvantage); otherwise, SDH was positive (+). TOO+ was defined as R0 resection, ≥5 lymph nodes resected, hospital stay <75th percentile, no 30-day mortality, adjuvant chemotherapy initiation ≤3 months, and no unplanned readmission. If one of these parameters was not achieved, the case was considered TOO-. Results Of 11,274 patients, 48% of cases were TOO+ and 38% were SDH+. A total of 15% of patients were SDH- and were less likely (adjusted odds ratio, 0.85; 95% confidence interval [CI], 0.78-0.92) to achieve TOO+ than patients with SDH+. After accounting for confounders, patients with TOO+ had 22% lower overall mortality than patients with TOO- (adjusted hazard ratio, 0.78; CI, 0.73-0.82). In contrast, SDH- remained an independently significant risk factor, reducing survival by 24% compared with SDH+ (adjusted hazard ratio, 1.24; CI, 1.17-1.32). The impact of SDH on OS was significant for both patients with TOO+ and TOO-: SDH+/TOO+ had the best OS and SDH-/TOO-had the worst OS. Conclusions SDH score has a significant association with TOO achievement and TOO-driven overall posttreatment survival in patients with lobectomy-resected NSCLC with postoperative pathologic N1/N2 nodal metastasis. Addressing SDH is important to optimize care and long-term survival of this patient population.
Collapse
Affiliation(s)
- Ahmed Alnajar
- Division of Cardiothoracic Surgery, The DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, Fla
| | - Syed S. Razi
- Division of Thoracic Surgery, Hackensack Meridian Health, Edison, NJ
| | - Karishma Kodia
- Division of Cardiothoracic Surgery, The DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, Fla
| | - Nestor Villamizar
- Division of Cardiothoracic Surgery, The DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, Fla
| | - Dao M. Nguyen
- Division of Cardiothoracic Surgery, The DeWitt Daughtry Family Department of Surgery, University of Miami Miller School of Medicine, Miami, Fla
| |
Collapse
|
10
|
Abstract
Social determinants of health (SDoH) are reflected in how people live (access to health care, economic stability, built environment, food security, climate), learn (the educational environment), work (occupational environment), and play/socialize (social context and digital domain). All of these day-to-day conditions play a vital role in a patient's overall health, and a primary care provider should be prepared to understand their role to screen, assess, and address SDoH in clinical practice.
Collapse
Affiliation(s)
- Vincent Morelli
- Department of Family & Community Medicine, Meharry Medical College, 3rd Floor, Old Hospital Building, 1005 Dr. D. B. Todd, Jr., Boulevard, Nashville, TN 37208-3599, USA.
| |
Collapse
|
11
|
Zebrowska K, Banuelos RC, Rizzo EJ, Belk KW, Schneider G, Degeling K. Quantifying the impact of novel metastatic cancer therapies on health inequalities in survival outcomes. Front Pharmacol 2023; 14:1249998. [PMID: 38074129 PMCID: PMC10704132 DOI: 10.3389/fphar.2023.1249998] [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] [Received: 06/29/2023] [Accepted: 11/10/2023] [Indexed: 03/24/2024] Open
Abstract
Background: Novel therapies in metastatic cancers have contributed to improvements in survival outcomes, yet real-world data suggest that improvements may be mainly driven by those patient groups who already had the highest survival outcomes. This study aimed to develop and apply a framework for quantifying the impact of novel metastatic cancer therapies on health inequalities in survival outcomes based on published aggregate data. Methods: Nine (N = 9) novel therapies for metastatic breast cancer (mBC), metastatic colorectal cancer (mCRC), and metastatic non-small cell lung cancer (mNSCLC) were identified, 3 for each cancer type. Individual patient data (IPD) for overall survival (OS) and progression-free survival (PFS) were replicated from published Kaplan-Meier (KM) curves. For each cancer type, data were pooled for the novel therapies and comparators separately and weighted based on sample size to ensure equal contribution of each therapy in the analyses. Parametric (mixture) distributions were fitted to the weighted data to model and extrapolate survival. The inequality in survival was defined by the absolute difference between groups with the highest and lowest survival for 2 stratifications: one for which survival was stratified into 2 groups and one using 5 groups. Additionally, a linear regression model was fitted to survival estimates for the 5 groups, with the regression coefficient or slope considered as the inequality gradient (IG). The impact of the pooled novel therapies was subsequently defined as the change in survival inequality relative to the pooled comparator therapies. A probabilistic analysis was performed to quantify parameter uncertainty. Results: The analyses found that novel therapies were associated with significant increases in inequalities in survival outcomes relative to their comparators, except in terms of OS for mNSCLC. For mBC, the inequalities in OS increased by 13.9 (95% CI: 1.4; 26.6) months, or 25.0%, if OS was stratified in 5 groups. The IG for mBC increased by 3.2 (0.3; 6.1) months, or 24.7%. For mCRC, inequalities increased by 6.7 (3.0; 10.5) months, or 40.4%, for stratification based on 5 groups; the IG increased by 1.6 (0.7; 2.4) months, or 40.2%. For mNSCLC, inequalities decreased by 14.9 (-84.5; 19.0) months, or 12.2%, for the 5-group stratification; the IG decreased by 2.0 (-16.1; 5.1) months, or 5.5%. Results for the stratification based on 2 groups demonstrated significant increases in OS inequality for all cancer types. In terms of PFS, the increases in survival inequalities were larger in a relative sense compared with OS. For mBC, PFS inequalities increased by 8.7 (5.9; 11.6) months, or 71.7%, for stratification based on 5 groups; the IG increased by 2.0 (1.3; 2.6) months, or 67.6%. For mCRC, PFS inequalities increased by 5.4 (4.2; 6.6) months, or 147.6%, for the same stratification. The IG increased by 1.3 (1.1; 1.6) months, or 172.7%. For mNSCLC, inequalities increased by 18.2 (12.5; 24.4) months, or 93.8%, for the 5-group stratification; the IG increased by 4.0 (2.8; 5.4) months, or 88.1%. Results from the stratification based on 2 groups were similar. Conclusion: Novel therapies for mBC, mCRC, and mNSCLC are generally associated with significant increases in survival inequalities relative to their comparators in randomized controlled trials, though inequalities in OS for mNSCLC decreased nonsignificantly when stratified based on 5 groups. Although further research using real-world IPD is warranted to assess how, for example, social determinants of health affect the impact of therapies on health inequalities among patient groups, the proposed framework can provide important insights in the absence of such data.
Collapse
Affiliation(s)
| | | | | | - Kathy W. Belk
- Healthcare Consultancy Group, New York, NY, United States
| | - Gary Schneider
- Healthcare Consultancy Group, New York, NY, United States
| | - Koen Degeling
- Healthcare Consultancy Group, London, United Kingdom
| |
Collapse
|
12
|
Teteh DK, Ferrell B, Okunowo O, Downie A, Erhunmwunsee L, Montgomery SB, Raz D, Kittles R, Kim JY, Sun V. Social determinants of health and lung cancer surgery: a qualitative study. Front Public Health 2023; 11:1285419. [PMID: 38026333 PMCID: PMC10644827 DOI: 10.3389/fpubh.2023.1285419] [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: 08/29/2023] [Accepted: 10/05/2023] [Indexed: 12/01/2023] Open
Abstract
Introduction Social determinants of health (SDOH) are non-clinical factors that may affect the outcomes of cancer patients. The purpose of this study was to describe the influence of SDOH factors on quality of life (QOL)-related outcomes for lung cancer surgery patients. Methods Thirteen patients enrolled in a randomized trial of a dyadic self-management intervention were invited and agreed to participate in semi-structured key informant interviews at study completion (3 months post-discharge). A conventional content analysis approach was used to identify codes and themes that were derived from the interviews. Independent investigators coded the qualitative data, which were subsequently confirmed by a second group of independent investigators. Themes were finalized, and discrepancies were reviewed and resolved. Results Six themes, each with several subthemes, emerged. Overall, most participants were knowledgeable about the concept of SDOH and perceived that provider awareness of SDOH information was important for the delivery of comprehensive care in surgery. Some participants described financial challenges during treatment that were exacerbated by their cancer diagnosis and resulted in stress and poor QOL. The perceived impact of education varied and included its importance in navigating the healthcare system, decision-making on health behaviors, and more economic mobility opportunities. Some participants experienced barriers to accessing healthcare due to insurance coverage, travel burden, and the fear of losing quality insurance coverage due to retirement. Neighborhood and built environment factors such as safety, air quality, access to green space, and other environmental factors were perceived as important to QOL. Social support through families/friends and spiritual/religious communities was perceived as important to postoperative recovery. Discussion Among lung cancer surgery patients, SDOH factors can impact QOL and the patient's survivorship journey. Importantly, SDOH should be assessed routinely to identify patients with unmet needs across the five domains. SDOH-driven interventions are needed to address these unmet needs and to improve the QOL and quality of care for lung cancer surgery patients.
Collapse
Affiliation(s)
- Dede K. Teteh
- Department of Health Sciences, Crean College of Health and Behavioral Sciences, Chapman University, Orange, CA, United States
- Division of Nursing Research and Education, Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Betty Ferrell
- Division of Nursing Research and Education, Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Oluwatimilehin Okunowo
- Division of Biostatistics, Department of Computational and Quantitative Medicine, Beckman Research Institute of City of Hope, Duarte, CA, United States
| | - Aidea Downie
- School of Public Health, Brown University, Providence, RI, United States
| | - Loretta Erhunmwunsee
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | | | - Dan Raz
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Rick Kittles
- Department of Community Health and Preventive Medicine, Morehouse School of Medicine, Atlanta, GA, United States
| | - Jae Y. Kim
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| | - Virginia Sun
- Division of Nursing Research and Education, Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
- Department of Surgery, City of Hope Comprehensive Cancer Center, Duarte, CA, United States
| |
Collapse
|
13
|
Chen KY, Blackford AL, Sedhom R, Gupta A, Hussaini SMQ. Local Social Vulnerability as a Predictor for Cancer-Related Mortality Among US Counties. Oncologist 2023; 28:e835-e838. [PMID: 37335883 PMCID: PMC10485383 DOI: 10.1093/oncolo/oyad176] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Accepted: 05/25/2023] [Indexed: 06/21/2023] Open
Abstract
Substantial gaps in national healthcare spending and disparities in cancer mortality rates are noted across counties in the US. In this cross-sectional analysis, we investigated whether differences in local county-level social vulnerability impacts cancer-related mortality. We linked county-level age-adjusted mortality rates (AAMR) from the Centers for Disease Control and Prevention (CDC) Wide-ranging Online Data for Epidemiologic Research database, to county-level Social Vulnerability Index (SVI) from the CDC Agency for Toxic Substances and Disease Registry. SVI is a metric comprising 15 social factors including socioeconomic status, household composition and disability, minority status and language, and housing type and transportation. AAMRs were compared between least and most vulnerable counties using robust linear regression models. There were 4 107 273 deaths with an overall AAMR of 173 per 100 000 individuals. Highest AAMRs were noted in older adults, men, non-Hispanic Black individuals, and rural and Southern counties. Highest mortality risk increases between least and most vulnerable counties were noted in Southern and rural counties, individuals aged 45-65, and lung and colorectal cancers, suggesting that these groups may face highest risk for health inequity. These findings inform ongoing deliberations in public health policy at the state and federal level and encourage increased investment into socially disadvantaged counties.
Collapse
Affiliation(s)
- Krista Y Chen
- Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Amanda L Blackford
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Hospital, Baltimore, MD, USA
| | - Ramy Sedhom
- University of Pennsylvania, Philadelphia, PA, USA
| | - Arjun Gupta
- Masonic Cancer Center, University of Minnesota, Minneapolis, MI, USA
| | - S M Qasim Hussaini
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Hospital, Baltimore, MD, USA
| |
Collapse
|
14
|
Chang J, Medina M, Shin DY, Kim SJ. Racial disparity and regional variance in healthcare utilization among patients with lung cancer in US hospitals during 2016-2019. Arch Public Health 2023; 81:150. [PMID: 37592366 PMCID: PMC10433600 DOI: 10.1186/s13690-023-01166-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 08/06/2023] [Indexed: 08/19/2023] Open
Abstract
BACKGROUND Lung cancer health disparities are related to various patient factors. This study describes regional differences in healthcare utilization and racial characteristics to identify high-risk areas. This study aimed to identify regions and races at greater risk for lung cancer health disparities based on differences in healthcare utilization, measured here by hospital charges and length of stay. METHODS The National Inpatient Sample of the United States was used to identify patients with lung cancer (n = 92,159, weighted n = 460,795) from 2016 to 2019. We examined the characteristics of the patient sample and the association between the racial and regional variables and healthcare utilization, measured by hospital charges and length of stay. The multivariate sample weighted linear regression model estimated how racial and regional variables are associated with healthcare utilization. RESULTS Out of 460,795 patients, 76.4% were white, and 40.2% were from the South. The number of lung cancer patients during the study periods was stable. However, hospital charges were somewhat increased, and the length of stay was decreased during the study period. Sample weighted linear regression results showed that Hispanic & Asian patients were associated with 21.1% and 12.3% higher hospital charges than White patients. Compared with the Northeast, Midwest and South were associated with lower hospital charges, however, the West was associated with higher hospital charges. CONCLUSION Minority groups and regions are at an increased risk for health inequalities because of differences in healthcare utilization. Further differences in utilization by insurance type may exacerbate the situation for some patients with lung cancer. Hospital managers and policymakers working with these patient populations in identified areas should strive to address these disparities through special prevention programs and targeted financial assistance.
Collapse
Affiliation(s)
- Jongwha Chang
- Department of Pharmaceutical Sciences, Irma Lerma Rangel School of Pharmacy, Texas A&M University, College Station, TX, USA
| | - Mar Medina
- School of Pharmacy, University of Texas at El Paso, El Paso, TX, USA
| | - Dong Yeong Shin
- Department of Public Health Sciences, College of Health and Social Services, New Mexico State University, Las Cruces, NM, USA
| | - Sun Jung Kim
- Department of Health Administration and Management, College of Medical Science, Soonchunhyang University, Asan, Republic of Korea.
- Center for Healthcare Management Science, Soonchunhyang University, Asan, Republic of Korea.
- Department of Software Convergence, Soonchunhyang University, Asan, Republic of Korea.
| |
Collapse
|
15
|
Behinaein P, Treffalls J, Hutchings H, Okereke IC. The Role of Sublobar Resection for the Surgical Treatment of Non-Small Cell Lung Cancer. Curr Oncol 2023; 30:7019-7030. [PMID: 37504369 PMCID: PMC10378348 DOI: 10.3390/curroncol30070509] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2023] [Revised: 07/17/2023] [Accepted: 07/19/2023] [Indexed: 07/29/2023] Open
Abstract
Lung cancer is the most common cancer killer in the world. The standard of care for surgical treatment of non-small cell lung cancer has been lobectomy. Recent studies have identified that sublobar resection has non-inferior survival rates compared to lobectomy, however. Sublobar resection may increase the number of patients who can tolerate surgery and reduce postoperative pulmonary decline. Sublobar resection appears to have equivalent results to surgery in patients with small, peripheral tumors and no lymph node disease. As the utilization of segmentectomy increases, there may be some centers that perform this operation more than other centers. Care must be taken to ensure that all patients have access to this modality. Future investigations should focus on examining the outcomes from segmentectomy as it is applied more widely. When employed on a broad scale, morbidity and survival rates should be monitored. As segmentectomy is performed more frequently, patients may experience improved postoperative quality of life while maintaining the same oncologic benefit.
Collapse
Affiliation(s)
- Parnia Behinaein
- School of Medicine, Wayne State University, Detroit, MI 48202, USA
| | - John Treffalls
- Long School of Medicine, University of Texas Health San Antonio, San Antonio, TX 78229, USA
| | - Hollis Hutchings
- Department of Surgery, Henry Ford Health, Detroit, MI 48202, USA
| | - Ikenna C Okereke
- Department of Surgery, Henry Ford Health, Detroit, MI 48202, USA
| |
Collapse
|
16
|
Steiling K, Kathuria H, Echieh CP, Ost DE, Rivera MP, Begnaud A, Celedón JC, Charlot M, Dietrick F, Duma N, Fong KM, Ford JG, Gould MK, Holguin F, Pérez-Stable EJ, Tanner NT, Thomson CC, Wiener RS, Wisnivesky J. Research Priorities for Interventions to Address Health Disparities in Lung Nodule Management: An Official American Thoracic Society Research Statement. Am J Respir Crit Care Med 2023; 207:e31-e46. [PMID: 36920066 PMCID: PMC10037482 DOI: 10.1164/rccm.202212-2216st] [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] [Indexed: 03/16/2023] Open
Abstract
Background: Lung nodules are common incidental findings, and timely evaluation is critical to ensure diagnosis of localized-stage and potentially curable lung cancers. Rates of guideline-concordant lung nodule evaluation are low, and the risk of delayed evaluation is higher for minoritized groups. Objectives: To summarize the existing evidence, identify knowledge gaps, and prioritize research questions related to interventions to reduce disparities in lung nodule evaluation. Methods: A multidisciplinary committee was convened to review the evidence and identify key knowledge gaps in four domains: 1) research methodology, 2) patient-level interventions, 3) clinician-level interventions, and 4) health system-level interventions. A modified Delphi approach was used to identify research priorities. Results: Key knowledge gaps included 1) a lack of standardized approaches to identify factors associated with lung nodule management disparities, 2) limited data evaluating the role of social determinants of health on disparities in lung nodule management, 3) a lack of certainty regarding the optimal strategy to improve patient-clinician communication and information transmission and/or retention, and 4) a paucity of information on the impact of patient navigators and culturally trained multidisciplinary teams. Conclusions: This statement outlines a research agenda intended to stimulate high-impact studies of interventions to mitigate disparities in lung nodule evaluation. Research questions were prioritized around the following domains: 1) need for methodologic guidelines for conducting research related to disparities in nodule management, 2) evaluating how social determinants of health influence lung nodule evaluation, 3) studying approaches to improve patient-clinician communication, and 4) evaluating the utility of patient navigators and culturally enriched multidisciplinary teams to reduce disparities.
Collapse
|
17
|
Lotfi N, Yousefi Z, Golabi M, Khalilian P, Ghezelbash B, Montazeri M, Shams MH, Baghbadorani PZ, Eskandari N. The potential anti-cancer effects of quercetin on blood, prostate and lung cancers: An update. Front Immunol 2023; 14:1077531. [PMID: 36926328 PMCID: PMC10011078 DOI: 10.3389/fimmu.2023.1077531] [Citation(s) in RCA: 10] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2022] [Accepted: 02/07/2023] [Indexed: 03/08/2023] Open
Abstract
Cancer is caused by abnormal proliferation of cells and aberrant recognition of the immune system. According to recent studies, natural products are most likely to be effective at preventing cancer without causing any noticeable complications. Among the bioactive flavonoids found in fruits and vegetables, quercetin is known for its anti-inflammatory, antioxidant, and anticancer properties. This review aims to highlight the potential therapeutic effects of quercetin on some different types of cancers including blood, lung and prostate cancers.
Collapse
Affiliation(s)
- Noushin Lotfi
- Department of Medical Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Zahra Yousefi
- School of Allied Medical Sciences, Shahroud University of Medical Sciences, Shahroud, Iran
| | - Marjan Golabi
- Department of Medical Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Parvin Khalilian
- Department of Medical Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Behrooz Ghezelbash
- Department of Medical Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mina Montazeri
- Department of Medical Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Hossein Shams
- Department of Medical Immunology, School of Medicine, Lorestan University of Medical Sciences, Khorramabad, Iran
| | | | - Nahid Eskandari
- Department of Medical Immunology, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran
| |
Collapse
|
18
|
Bhandari R, Teh JB, He T, Nakamura R, Artz AS, Jankowska MM, Forman SJ, Wong FL, Armenian SH. Social Vulnerability and Risk of Nonrelapse Mortality After Allogeneic Hematopoietic Cell Transplantation. J Natl Cancer Inst 2022; 114:1484-1491. [PMID: 35980163 PMCID: PMC9664181 DOI: 10.1093/jnci/djac150] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Revised: 05/27/2022] [Accepted: 07/06/2022] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Risk of nonrelapse mortality (NRM) after hematopoietic cell transplantation (HCT) is high. Patient-level clinical prediction models such as the HCT-comorbidity index (HCT-CI) help identify those at increased risk for NRM, but the independent contribution of social determinants of health on HCT outcomes is not well characterized. METHODS This study included 1602 patients who underwent allogeneic HCT between 2013 and 2019 at City of Hope. Census tract-level social vulnerability was measured using the social vulnerability index (SVI). Fine-Gray multivariable regression evaluated the association between SVI and 1-year NRM. Subgroup analysis examined risk of NRM across combined SVI and HCT-CI categories and by race and ethnicity. RESULTS Cumulative incidence of 1-year NRM after HCT was 15.3% (95% confidence interval [CI] = 13.6% to 17.1%). In multivariable analysis, patients in the highest SVI tertile (highest social vulnerability) had a 1.4-fold risk (subdistribution hazard ratio [sHR] = 1.36, 95% CI = 1.04 to 1.78) of NRM compared with individuals in the lower tertiles; patients in the highest SVI tertile who also had elevated (≥3) HCT-CI scores had the highest risk (sHR = 1.81, 95% CI = 1.26 to 2.58) of 1-year NRM (reference: lower SVI tertiles and HCT-CI < 3). High social vulnerability was associated with risk of 1-year NRM in Asian (sHR = 2.03, 95% CI = 1.09 to 3.78) and Hispanic (sHR = 1.63, 95% CI = 1.04 to 2.55) but not non-Hispanic White patients. CONCLUSIONS High social vulnerability independently associated with 1-year NRM after HCT, specifically among minority populations and those with a high comorbidity burden at HCT. These findings may inform targeted approaches for needs assessment during and after HCT, allowing for timely interventions to improve health outcomes in at-risk patients.
Collapse
Affiliation(s)
- Rusha Bhandari
- Department of Pediatrics, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Jennifer Berano Teh
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
- Current affiliation: The Heart Institute, Children’s Hospital Los Angeles, Los Angeles, CA, USA
| | - Tianhui He
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Ryotaro Nakamura
- Department of Hematology & Hematopoietic Cell Transplantation, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Andrew S Artz
- Department of Hematology & Hematopoietic Cell Transplantation, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Marta M Jankowska
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Stephen J Forman
- Department of Hematology & Hematopoietic Cell Transplantation, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - F Lennie Wong
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Saro H Armenian
- Department of Population Sciences, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| |
Collapse
|
19
|
Nana-Sinkam P. Veterans’ Health Administration. Chest 2022; 162:742-743. [DOI: 10.1016/j.chest.2022.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2022] [Accepted: 06/02/2022] [Indexed: 11/09/2022] Open
|
20
|
Muslim Z, Razi SS, Poulikidis K, Latif MJ, Weber JF, Connery CP, Bhora FY. Treatment quality and outcomes vary with hospital burden of uninsured and Medicaid patients with cancer in early non–small cell lung cancer. JTCVS OPEN 2022; 11:272-285. [PMID: 36172419 PMCID: PMC9510853 DOI: 10.1016/j.xjon.2022.05.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2022] [Revised: 05/05/2022] [Accepted: 05/23/2022] [Indexed: 12/03/2022]
Abstract
Objectives Safety-net hospitals deliver a significant level of care to uninsured patients, Medicaid-enrolled patients, and other vulnerable patients. Little is known about the impact of safety-net hospital status on outcomes in non–small cell lung cancer. We aimed to compare treatment characteristics and outcomes between hospitals categorized according to their relative burden of uninsured or Medicaid-enrolled patients with non–small cell lung cancer. Methods We queried the National Cancer Database for patients with clinical stage I and II non–small cell lung cancer presenting from 2004 to 2018. We categorized hospitals on the basis of their relative burden of uninsured or Medicaid-enrolled patients with non–small cell lung cancer into low-burden (<8.2%), medium-burden (8.2%-12.0%), high-burden (12.1%-16.8%), and highest burden (>16.8%) quartiles. We investigated the impact of care at these hospitals on outcomes while controlling for sociodemographic, clinical, and facility characteristics. Results We identified 204,189 patients treated at 1286 facilities. There were 592 low-burden, 297 medium-burden, 219 high-burden, and 178 highest burden hospitals. Patients at highest burden hospitals were more likely to be younger, male, Black, and Hispanic (P < .01), and to reside in rural, low-income, and low-educated regions (P < .01). Patients at these facilities had a greater likelihood of not receiving surgery, undergoing an open procedure, undergoing a regional lymph node examination involving less than 10 lymph nodes, having a length of stay more than 4 days, and not receiving treatment (P < .05). Conclusions Our results indicate reduced treatment quality and higher mortality in patients undergoing surgery for early non–small cell lung cancer at hospitals with an increased burden of uninsured or Medicaid-enrolled patients with non–small cell lung cancer. There is a need to raise the standard of care to improve outcomes in vulnerable populations.
Collapse
|
21
|
Obeng-Gyasi S, Li Y, Carson WE, Reisenger S, Presley CJ, Shields PG, Carbone DP, Ceppa DP, Carlos RC, Andersen BL. Association of Allostatic Load With Overall Mortality Among Patients With Metastatic Non-Small Cell Lung Cancer. JAMA Netw Open 2022; 5:e2221626. [PMID: 35797043 PMCID: PMC9264034 DOI: 10.1001/jamanetworkopen.2022.21626] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2022] [Accepted: 05/11/2022] [Indexed: 01/13/2023] Open
Abstract
Importance Adverse social determinants of health (SDHs) (eg, poverty) are associated with poor oncologic outcomes among patients with lung cancer. However, no studies have evaluated biological correlates of adverse SDHs, operationalized as allostatic load (AL), with mortality due to lung cancer. Objective To examine the association among AL, SDHs, and mortality among patients with metastatic non-small cell lung cancer (NSCLC). Design, Setting, and Participants This cross-sectional study of an observational cohort was performed at a National Cancer Institute-designated comprehensive cancer center with data accrued from June 1, 2017, to August 31, 2019. Patients with metastatic (stage IV) NSCLC enrolled at diagnosis into a prospective observational cohort study were included in the present analysis if they had all the biomarkers to calculate an AL score (N = 143). Follow-up was completed on August 31, 2021, and data were analyzed from July 1 to September 30, 2021. Exposures Social determinants of health. Main Outcomes and Measures Overall mortality and AL. Results A total of 143 patients met the study criteria with a median age of 63 (IQR, 55-71) years (89 men [62.2%] and 54 women [37.8%]). In terms of race and ethnicity, 1 patient (0.7%) was Asian, 7 (4.9%) were Black, 117 (81.8%) were White, 17 (11.9%) were of multiple races, and 1 (0.7%) was of other race or ethnicity. The mean (SD) AL was 2.90 (1.37). Elevated AL covaried with lower educational level (r = -0.26; P = .002), male sex (r = 0.19; P = .02), limited mobility (r = 0.19; P = .04), worsening self-care (r = 0.30; P < .001), problems engaging in usual activities (r = 0.21; P = .01), depressive symptoms (r = 0.23; P = .005), and a high number of stressful life events (r = 0.30; P < .001). Multivariable analysis found only increasing difficulty with mobility (r = 0.37 [95% CI, 0.13-0.60]; P = .002) and male sex (r = 0.63 [95% CI, 0.19-1.08]; P = .005) associated with higher AL. On adjusted analysis, elevated AL (hazard ratio, 1.43 [95% CI, 1.16-1.79]; P = .001) and low educational level (hazard ratio, 2.11 [95% CI, 1.03-4.34]; P = .04) were associated with worse overall mortality. Conclusions and Relevance The findings of this cross-sectional study suggest that higher AL was associated with adverse SDHs and worse overall mortality among patients with advanced NSCLC. These results provide a framework for replication and further studies of AL as a biological correlate for SDH and future prognostic marker.
Collapse
Affiliation(s)
- Samilia Obeng-Gyasi
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus
| | - Yaming Li
- Department of Biomedical Informatics, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - William E. Carson
- Division of Surgical Oncology, Department of Surgery, The Ohio State University, Columbus
| | - Sarah Reisenger
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University, Columbus
| | - Carolyn J. Presley
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University, Columbus
| | - Peter G. Shields
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University, Columbus
| | - David P. Carbone
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University, Columbus
| | - DuyKhanh P. Ceppa
- Department of Surgery, Indiana University School of Medicine, Indianapolis
| | - Ruth C. Carlos
- University of Michigan Comprehensive Cancer Center, Ann Arbor
| | | |
Collapse
|