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1.
Eur J Heart Fail ; 2024 Aug 01.
Article in English | MEDLINE | ID: mdl-39087551

ABSTRACT

The advent of immunological therapies has revolutionized the treatment of solid and haematological cancers over the last decade. Licensed therapies which activate the immune system to target cancer cells can be broadly divided into two classes. The first class are antibodies that inhibit immune checkpoint signalling, known as immune checkpoint inhibitors (ICIs). The second class are cell-based immune therapies including chimeric antigen receptor T lymphocyte (CAR-T) cell therapies, natural killer (NK) cell therapies, and tumour infiltrating lymphocyte (TIL) therapies. The clinical efficacy of all these treatments generally outweighs the risks, but there is a high rate of immune-related adverse events (irAEs), which are often unpredictable in timing with clinical sequalae ranging from mild (e.g. rash) to severe or even fatal (e.g. myocarditis, cytokine release syndrome) and reversible to permanent (e.g. endocrinopathies).The mechanisms underpinning irAE pathology vary across different irAE complications and syndromes, reflecting the broad clinical phenotypes observed and the variability of different individual immune responses, and are poorly understood overall. Immune-related cardiovascular toxicities have emerged, and our understanding has evolved from focussing initially on rare but fatal ICI-related myocarditis with cardiogenic shock to more common complications including less severe ICI-related myocarditis, pericarditis, arrhythmias, including conduction system disease and heart block, non-inflammatory heart failure, takotsubo syndrome and coronary artery disease. In this scientific statement on the cardiovascular toxicities of immune therapies for cancer, we summarize the pathophysiology, epidemiology, diagnosis, and management of ICI, CAR-T, NK, and TIL therapies. We also highlight gaps in the literature and where future research should focus.

3.
J Am Heart Assoc ; 13(14): e033295, 2024 Jul 16.
Article in English | MEDLINE | ID: mdl-38979791

ABSTRACT

BACKGROUND: Cardiovascular disease and cancer share a common risk factor: chronic stress/allostatic load (AL). A 1-point increase in AL is linked to up to a 30% higher risk of major cardiac events (MACE) in patients with prostate cancer. However, AL's role in MACE in breast cancer, lung cancer, or colorectal cancer remains unknown. METHODS AND RESULTS: Patients ≥18 years of age diagnosed with the mentioned 3 cancers of interest (2010-2019) and followed up at a large, hybrid academic-community practice were included in this retrospective cohort study. AL was modeled as an ordinal measure (0-11). Adjusted Fine-Gray competing risks regressions estimated the impact of AL precancer diagnosis on 2-year MACE (a composite of heart failure, ischemic stroke, acute coronary syndrome, and atrial fibrillation). The effect of AL changes over time on MACE was calculated via piecewise Cox regression (before, and 2 months, 6 months, and 1 year after cancer diagnosis). Among 16 467 patients, 50.5% had breast cancer, 27.9% had lung cancer, and 21.4% had colorectal cancer. A 1-point elevation in AL before breast cancer diagnosis corresponded to a 10% heightened associated risk of MACE (adjusted hazard ratio, 1.10 [95% CI, 1.06-1.13]). Similar findings were noted in lung cancer (adjusted hazard ratio, 1.16 [95% CI, 1.12-1.20]) and colorectal cancer (adjusted hazard ratio, 1.13 [95% CI, 1.08-1.19]). When considering AL as a time-varying exposure, the peak associated MACE risk occurred with a 1-point AL rise between 6 and 12 months post- breast cancer, lung cancer, and colorectal cancer diagnosis. CONCLUSIONS: AL warrants investigation as a potential marker in these patients to identify those at elevated cardiovascular risk and intervene accordingly.


Subject(s)
Allostasis , Breast Neoplasms , Cardiovascular Diseases , Colorectal Neoplasms , Lung Neoplasms , Humans , Female , Colorectal Neoplasms/epidemiology , Breast Neoplasms/epidemiology , Lung Neoplasms/epidemiology , Lung Neoplasms/diagnosis , Middle Aged , Male , Retrospective Studies , Aged , Cardiovascular Diseases/epidemiology , Allostasis/physiology , Risk Assessment , Risk Factors , Stress, Psychological/complications
4.
Support Care Cancer ; 32(8): 528, 2024 Jul 19.
Article in English | MEDLINE | ID: mdl-39028321

ABSTRACT

PURPOSE: To examine the differential effect of non- and anthracycline-based chemotherapy on fatigue over 12 months post-diagnosis among breast cancer survivors. METHODS: This study is based on a prospective Wake Forest NCI Community Oncology Research Program (NCORP) multicenter cohort study (WF-97415) of women with stage I to III breast cancer and non-cancer controls. Analyses compared those: 1) receiving, or 2) not receiving anthracycline chemotherapy, 3) receiving aromatase inhibitors (AIs) without chemotherapy, with 4) a comparator group without a history of cancer. In-person clinic assessments were conducted at: baseline (prior to chemotherapy or start of AI therapy), and 3 and 12 months after baseline. The Functional Assessment of Chronic Illness Therapy-Fatigue scale was the primary outcome. Estimated least squares means by group using mixed models with a random subject effect, fixed effects of time and group, and the interaction between time and group was used to compare groups across time, controlling for age, comorbidities, and treatment variables. RESULTS: Among 284 women (mean age = 53.4 years, sd 11.9 years), there was a significant (p < 0.0001) group by time interaction, with a sharp increase in fatigue at 3 months in the two chemotherapy groups in comparison to the non-chemotherapy and non-cancer controls. The two chemotherapy groups did not significantly differ in fatigue at any time point. CONCLUSION: Women with breast cancer who receive non- or anthracycline-based chemotherapy experience similar trends in and levels of fatigue within the first year of treatment and greater fatigue than women receiving AIs alone or women without breast cancer.


Subject(s)
Anthracyclines , Breast Neoplasms , Cancer Survivors , Fatigue , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/complications , Middle Aged , Fatigue/etiology , Anthracyclines/adverse effects , Anthracyclines/therapeutic use , Prospective Studies , Aged , Adult , Aromatase Inhibitors/adverse effects , Aromatase Inhibitors/therapeutic use , Antineoplastic Agents/adverse effects , Antineoplastic Agents/therapeutic use , Cohort Studies
6.
J Am Heart Assoc ; 13(15): e035500, 2024 Aug 06.
Article in English | MEDLINE | ID: mdl-39056333

ABSTRACT

BACKGROUND: Both cancer and cardiovascular disease (CVD) are the leading causes of death worldwide. Although our previous study detected a relationship between CVD and cancer incidence, limited evidence is available regarding the relationship between CVD, cardiovascular risk factors, and cancer mortality. METHODS AND RESULTS: A prospective cohort study using data from the continuous NHANES (National Health and Nutrition Examination Survey, 1999-2016) merged with Medicare and National Death Index mortality data, through December 31, 2018. We included individuals with no history of cancer at baseline. The primary exposure was CVD at baseline. We also conducted a comprehensive risk factor analysis as secondary exposure. The main outcome was cancer mortality data collected from Medicare and National Death Index. We included 44 591 adult individuals representing 1 738 423 317 individuals (52% female, 67% non-Hispanic White, and 9% Hispanic). Competing risk modeling showed a significantly higher risk of cancer mortality in individuals with CVD (adjusted hazard ratio [aHR], 1.37 [95% CI 1.07-1.76], P=0.01) after adjusting for age, sex, and race and ethnicity. Notably, cancer mortality increased with aging (aHR, 1.08 [95% CI 1.05-1.11], P<0.0001), current smoking status (aHR, 6.78 [95% CI, 3.43-13.42], P<0.0001), and obesity (aHR, 2.32 [95% CI, 1.13-4.79], P=0.02). Finally, a significant interaction (P=0.034) was found where those with CVD and obesity showed higher cancer mortality than those with normal body mass index (aHR, 1.73 [95% CI, 1.03-2.91], P=0.04). CONCLUSIONS: Our study highlights the close relationship between cardiovascular health and cancer mortality. Our findings suggest that obesity may play a significant role in cancer mortality among individuals with CVD. These findings emphasize the need for a more proactive approach in managing the shared risk factors for CVD and cancer.


Subject(s)
Cardiovascular Diseases , Neoplasms , Nutrition Surveys , Humans , Female , Male , Cardiovascular Diseases/mortality , Cardiovascular Diseases/epidemiology , Neoplasms/mortality , Neoplasms/epidemiology , United States/epidemiology , Middle Aged , Prospective Studies , Adult , Risk Factors , Aged , Risk Assessment/methods , Cause of Death , Incidence
7.
Breast Cancer Res Treat ; 207(1): 179-185, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38771399

ABSTRACT

PURPOSE: This study aimed to assess safety and efficacy of a modified KEYNOTE 522 protocol, which incorporated pembrolizumab every 6 weeks, allowing for concomitant dose-dense (14 day) doxorubicin and cyclophosphamide (ddAC). By optimizing this dosing, the intention of this modified protocol was to improve pathologic complete response (pCR) rates in a population associated with a poorer prognosis. METHODS: This was a retrospective, single-center, cohort study. Patients were included if they had early stage, triple-negative breast cancer, and received at least one dose of AC. The entire cohort received neoadjuvant chemotherapy including weekly carboplatin and paclitaxel with pembrolizumab every 3 weeks for 12 weeks (4 cycles). The group then received either ddAC with pembrolizumab 400 mg every 6 weeks, or AC with pembrolizumab 200 mg every 3 weeks. The primary objective was pCR rate at time of surgery. RESULTS: This study assessed outcomes in 25 patients over 34 months. The pCR rate in the pembrolizumab, AC 3-week cohort was 64.3% versus 81.8% in the ddAC and 6-week pembrolizumab group. No pembrolizumab-associated grade 3-4 adverse events occurred in the either cohort. Despite seeing an increased incidence of grade 3-4 toxicities in the ddAC arm, this did not result in additional chemotherapy delays or dose reductions. CONCLUSION: This study demonstrated tolerability and a potential for favorable outcomes with this patient population, making this modified KEYNOTE 522 protocol a reasonable treatment approach. Larger, prospective studies are warranted to assess the feasibility of this dosing and true optimization of patient outcomes given the small sample size of this study.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Cyclophosphamide , Doxorubicin , Neoadjuvant Therapy , Triple Negative Breast Neoplasms , Humans , Female , Cyclophosphamide/administration & dosage , Cyclophosphamide/adverse effects , Cyclophosphamide/therapeutic use , Doxorubicin/administration & dosage , Doxorubicin/adverse effects , Doxorubicin/therapeutic use , Middle Aged , Triple Negative Breast Neoplasms/drug therapy , Triple Negative Breast Neoplasms/pathology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Retrospective Studies , Adult , Aged , Neoadjuvant Therapy/methods , Neoplasm Staging , Treatment Outcome , Antibodies, Monoclonal, Humanized/administration & dosage , Antibodies, Monoclonal, Humanized/adverse effects , Antibodies, Monoclonal, Humanized/therapeutic use , Immunotherapy/methods , Immunotherapy/adverse effects
8.
Am J Cardiol ; 222: 175-182, 2024 07 01.
Article in English | MEDLINE | ID: mdl-38692401

ABSTRACT

Anthracyclines are pivotal in cancer treatment, yet their clinical utility is hindered by the risk of cardiotoxicity. Preclinical studies highlight the effectiveness of sodium-glucose cotransporter-2 inhibitors (SGLT2i) in mitigating anthracycline-induced cardiotoxicity. Nonetheless, the translation of these findings to clinical practice remains uncertain. This study aims to evaluate the safety and potential of SGLT2i for preventing cardiotoxicity in patients with cancer, without preexisting heart failure (HF), receiving anthracyclines therapy. Using the TriNetX Global Research Network, patients with cancer, without previous HF diagnosis, receiving anthracycline therapy were identified and classified into 2 groups based on SGLT2i usage. A 1:1 propensity score matching was used to control for baseline characteristics between the 2 groups. Patients were followed for 2 years. The primary end point was new-onset HF, and the secondary end points were HF exacerbation, new-onset arrhythmia, myocardial infarction, all-cause mortality, and all-cause hospitalization. Safety outcomes included acute renal failure and creatinine levels. A total of 79,074 patients were identified, and 1,412 were included post-matching (706 in each group). They comprised 53% females, 62% White, with a mean age of 62.5 ± 11.4 years. Over the 2-year follow-up period, patients on SGLT2i had lower rates of new-onset HF (hazard ratio 0.147, 95% confidence interval 0.073 to 0.294) and arrhythmia (hazard ratio 0.397, 95% confidence interval 0.227 to 0.692) compared with those not on SGLT2i. The incidence of all-cause mortality, myocardial infarction, all-cause hospitalization, and safety outcomes were similar between both groups. In conclusion, among patients with cancer receiving anthracycline therapy without preexisting HF, SGLT2i use demonstrates both safety and effectiveness in reducing anthracycline-induced cardiotoxicity, with a decreased incidence of new-onset HF, HF exacerbation, and arrhythmias.


Subject(s)
Anthracyclines , Cardiotoxicity , Heart Failure , Neoplasms , Sodium-Glucose Transporter 2 Inhibitors , Humans , Female , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Male , Anthracyclines/therapeutic use , Anthracyclines/adverse effects , Middle Aged , Cardiotoxicity/prevention & control , Cardiotoxicity/etiology , Neoplasms/drug therapy , Aged , Heart Failure/chemically induced , Propensity Score , Hospitalization/statistics & numerical data , Myocardial Infarction/epidemiology , Myocardial Infarction/prevention & control
9.
Eur Heart J ; 45(22): 1971-1987, 2024 Jun 07.
Article in English | MEDLINE | ID: mdl-38591670

ABSTRACT

The last decade has witnessed a paradigm shift in cancer therapy, from non-specific cytotoxic chemotherapies to agents targeting specific molecular mechanisms. Nonetheless, cardiovascular toxicity of cancer therapies remains an important concern. This is particularly relevant given the significant improvement in survival of solid and haematological cancers achieved in the last decades. Cardio-oncology is a subspecialty of medicine focusing on the identification and prevention of cancer therapy-related cardiovascular toxicity (CTR-CVT). This review will examine the new definition of CTR-CVT and guiding principles for baseline cardiovascular assessment and risk stratification before cancer therapy, providing take-home messages for non-specialized cardiologists.


Subject(s)
Antineoplastic Agents , Cardiotoxicity , Neoplasms , Humans , Antineoplastic Agents/adverse effects , Antineoplastic Agents/therapeutic use , Neoplasms/drug therapy , Cardiotoxicity/prevention & control , Cardiotoxicity/etiology , Cardiovascular Diseases/prevention & control , Cardiovascular Diseases/chemically induced , Cardiologists , Risk Assessment
10.
Support Care Cancer ; 32(3): 165, 2024 Feb 17.
Article in English | MEDLINE | ID: mdl-38368466

ABSTRACT

PURPOSE: The American Society of Clinical Oncology Cancer Survivorship Committee established a task force to determine which survivorship care services were being denied by public and private payers for coverage and reimbursement. METHODS: A quantitative survey instrument was developed to determine the clinical practice-reported rates of coverage denials for evidence-based cancer survivorship care services. Additionally, qualitative interviews were conducted to understand whether coverage denials were based on payer policies, cost-sharing, or prior authorization. RESULTS: Of 122 respondents from 50 states, respondents reported that coverage denials were common ("always," "most of the time," or "some of the time") for maintenance therapies, screening for new primary cancers or cancer recurrence. Respondents reported that denials in coverage for maintenance therapies were highest for immunotherapy (41.74%) and maintenance chemotherapy (40.17%). Coverage denials for new primary cancer screenings were highest for Hodgkin lymphoma survivors needing a PET/CT scan (49.04%) and breast cancer survivors at a high risk of recurrence who needed an MRI (63.46%), respectively. More than half of survey respondents reported denials for symptom management and supportive care services. Fertility services, dental services when indicated, and mental health services were denied "always" or "most of the time" 23.1%, 22.5%, and 12.8%, respectively. Respondents reported they often had a process in place to automatically appeal denials for evidence-based services. The denial process, however, resulted in greater stress for the patient and provider. CONCLUSION: Our study demonstrates that additional advocacy with payers is needed to ensure that reimbursement policies are consistent with evidence-based survivorship care services.


Subject(s)
Cancer Survivors , Survivorship , Humans , Positron Emission Tomography Computed Tomography , Neoplasm Recurrence, Local , Breast , Insurance Coverage
11.
NPJ Breast Cancer ; 10(1): 12, 2024 Jan 31.
Article in English | MEDLINE | ID: mdl-38297009

ABSTRACT

Hyperglycemia and rash are expected but challenging adverse events of phosphatidylinositol-3-kinase inhibition (such as with alpelisib). Two modified Delphi panels were conducted to provide consensus recommendations for managing hyperglycemia and rash in patients taking alpelisib. Experts rated the appropriateness of interventions on a 1-to-9 scale; median scores and dispersion were used to classify the levels of agreement. Per the hyperglycemia panel, it is appropriate to start alpelisib in patients with HbA1c 6.5% (diabetes) to <8%, or at highest risk for developing hyperglycemia, if they have a pre-treatment endocrinology consult. Recommend prophylactic metformin in patients with baseline HbA1c 5.7% to 6.4%. Metformin is the preferred first-line anti-hyperglycemic agent. Per the rash panel, initiate prophylactic nonsedating H1 antihistamines in patients starting alpelisib. Nonsedating H1 antihistamines and topical steroids are the preferred initial management for rash. In addition to clinical trial evidence, these recommendations will help address gaps encountered in clinical practice.

12.
JACC Heart Fail ; 12(1): 67-78, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37897456

ABSTRACT

BACKGROUND: Certain antineoplastic therapies are associated with an increased risk of cardiomyopathy and heart failure (HF). Sodium glucose co-transporter 2 (SGLT2) inhibitors improve outcomes in patients with HF. OBJECTIVES: This study aims to examine the efficacy of SGLT2 inhibitors in patients with cancer therapy-related cardiac dysfunction (CTRCD) or HF. METHODS: The authors conducted a retrospective cohort analysis of deidentified, aggregate patient data from the TriNetX research network. Patients aged ≥18 years with a history of type 2 diabetes mellitus, cancer, and exposure to potentially cardiotoxic antineoplastic therapies, with a subsequent diagnosis of cardiomyopathy or HF between January 1, 2013, and April 30, 2020, were identified. Patients with ischemic heart disease were excluded. Patients receiving guideline-directed medical therapy were divided into 2 groups based on SGLT2 inhibitor use. After propensity score matching, odds ratios (ORs) and Cox proportional HRs were used to compare outcomes over a 2-year follow-up period. RESULTS: The study cohort included 1,280 patients with CTRCD/HF (n = 640 per group; mean age: 67.6 years; 41.6% female; 68% White). Patients on SGLT2 inhibitors in addition to conventional guideline-directed medical therapy had a lower risk of acute HF exacerbation (OR: 0.483 [95% CI: 0.36-0.65]; P < 0.001) and all-cause mortality (OR: 0.296 [95% CI: 0.22-0.40]; P = 0.001). All-cause hospitalizations or emergency department visits (OR: 0.479; 95% CI: 0.383-0.599; P < 0.001), atrial fibrillation/flutter (OR: 0.397 [95% CI: 0.213-0.737]; P = 0.003), acute kidney injury (OR: 0.486 [95% CI: 0.382-0.619]; P < 0.001), and need for renal replacement therapy (OR: 0.398 [95% CI: 0.189-0.839]; P = 0.012) were also less frequent in patients on SGLT2 inhibitors. CONCLUSIONS: SGLT2 inhibitor use is associated with improved outcomes in patients with CTRCD/HF.


Subject(s)
Antineoplastic Agents , Cardiomyopathies , Diabetes Mellitus, Type 2 , Heart Failure , Neoplasms , Sodium-Glucose Transporter 2 Inhibitors , Humans , Female , Adolescent , Adult , Aged , Male , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/complications , Heart Failure/chemically induced , Heart Failure/epidemiology , Heart Failure/complications , Retrospective Studies , Cardiomyopathies/complications , Antineoplastic Agents/therapeutic use , Neoplasms/drug therapy
13.
Am Heart J ; 267: 33-43, 2024 01.
Article in English | MEDLINE | ID: mdl-37890547

ABSTRACT

Survival with operable breast cancer has improved markedly in recent decades, however, treatment-related cardiovascular toxicities threaten to offset these gains. Ovarian function suppression paired with aromatase inhibition, for premenopausal women with hormone receptor (HR)-positive breast cancer, is a newer widely adopted therapy with the potential for significant long-term cardiovascular toxicity. Abrupt estrogen deprivation for non-cancer reasons is associated with accelerated coronary artery disease. Women with breast cancer treated with aromatase inhibition in addition to ovarian function suppression experience a dual hit with regards to estrogen exposure. The CaRdiac Outcomes With Near-complete estrogen deprivation (CROWN) study seeks to understand the early, subclinical natural history of cardiovascular compromise in young women undergoing near-complete estrogen deprivation (NCED) therapy. It is critical to understand the early subclinical development of cardiovascular disease to identify a window for therapeutic intervention before overt cardiovascular events occur. This three-site regional study (Atrium Health Wake Forest, Duke, and Virginia Commonwealth University) uses serial stress cardiac magnetic resonance (CMR) imaging and cardiac computed tomography angiography (CCTA) obtained during the initial two years of NCED therapy to study myocardial prefusion reserve (MPR), large cardiovascular vessel changes, left ventricular function, and other cardiovascular parameters. The CROWN cohort will consist of 90 premenopausal women with breast cancer, 67 with HR-positive disease receiving NCED and 23 comparators with HR-negative disease. Participants will undergo three annual CMR scans and 2 CCTA scans during the 2-year study period. After initial activation hurdles, accrual has been brisk, and the study is expected to complete accrual in December 2024. Efforts are in place to encourage participant retention with the study primary outcome, change in MPR between the two groups, to be reported in 2026 to 2027. The results of this study will enable premenopausal women with breast cancer to balance the health burdens of cancer at a young age and treatment-related cardiovascular morbidity. Finally, the tools developed here can be utilized to study cardiovascular risk across a range of cancer types and cancer therapies with the ultimate goals of both developing generalizable risk stratification tools as well as validating interventions which prevent overt cardiovascular compromise.


Subject(s)
Breast Neoplasms , Cardiovascular System , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Aromatase/therapeutic use , Estrogens/therapeutic use , Heart
14.
JACC CardioOncol ; 5(5): 707-710, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37969639

ABSTRACT

•Cardio-oncology programs are necessary to provide optimal cardiovascular care to cancer patients and survivors.•Focus on developing a clear vision and mission-successful programs must be tailored to an organization's unique landscape.•Fostering partnerships with cardiologists and oncologists to provide high-quality patient-centered care is crucial.•Patience is essential-program development takes time, but success can be achieved.

17.
J Am Heart Assoc ; 12(21): e029574, 2023 11 07.
Article in English | MEDLINE | ID: mdl-37889193

ABSTRACT

Cardiotoxicity is a growing concern in the oncology population. Transthoracic echocardiography and multigated acquisition scans have been used for surveillance but are relatively insensitive and resource intensive. Innovative imaging techniques are constrained by cost and availability. More sensitive, cost-effective cardiotoxicity surveillance strategies are needed. Circulating cardiovascular biomarkers could provide a sensitive, low-cost solution. Biomarkers such as troponins, natriuretic peptides (NPs), novel upstream signals of oxidative stress, inflammation, and fibrosis as well as panomic technologies have shown substantial promise, and guidelines recommend baseline measurement of troponins and NPs in all patients receiving potential cardiotoxins. Nonetheless, supporting evidence has been hampered by several limitations. Previous reviews have provided valuable perspectives on biomarkers in cancer populations, but important analytic aspects remain to be examined in depth. This review provides comprehensive assessment of critical challenges and solutions in this field, with focus on analytical issues relating to biomarker measurement and interpretation. Examination of evidence pertaining to common and serious forms of cardiotoxicity reveals that improved study designs incorporating larger, more diverse populations, registry-based approaches, and refinement of current definitions are key. Further efforts to harmonize biomarker methodologies including centralized biobanking and analyses, novel decision limits, and head-to-head comparisons are needed. Multimarker algorithms incorporating machine learning may allow rapid, personalized risk assessment. These improvements will not only augment the predictive value of circulating biomarkers in cardiotoxicity but may elucidate both direct and indirect relationships between cardiovascular disease and cancer, allowing biomarkers a greater role in the development and success of novel anticancer therapies.


Subject(s)
Antineoplastic Agents , Neoplasms , Humans , Cardiotoxicity/diagnosis , Biological Specimen Banks , Biomarkers , Neoplasms/drug therapy , Troponin , Antineoplastic Agents/therapeutic use
18.
Cancers (Basel) ; 15(18)2023 Sep 19.
Article in English | MEDLINE | ID: mdl-37760599

ABSTRACT

Cardiovascular disease is the leading cause of mortality among breast cancer (BC) patients aged 50 and above. Machine Learning (ML) models are increasingly utilized as prediction tools, and recent evidence suggests that incorporating social determinants of health (SDOH) data can enhance its performance. This study included females ≥ 18 years diagnosed with BC at any stage. The outcomes were the diagnosis and time-to-event of major adverse cardiovascular events (MACEs) within two years following a cancer diagnosis. Covariates encompassed demographics, risk factors, individual and neighborhood-level SDOH, tumor characteristics, and BC treatment. Race-specific and race-agnostic Extreme Gradient Boosting ML models with and without SDOH data were developed and compared based on their C-index. Among 4309 patients, 11.4% experienced a 2-year MACE. The race-agnostic models exhibited a C-index of 0.78 (95% CI 0.76-0.79) and 0.81 (95% CI 0.80-0.82) without and with SDOH data, respectively. In non-Hispanic Black women (NHB; n = 765), models without and with SDOH data achieved a C-index of 0.74 (95% CI 0.72-0.76) and 0.75 (95% CI 0.73-0.78), respectively. Among non-Hispanic White women (n = 3321), models without and with SDOH data yielded a C-index of 0.79 (95% CI 0.77-0.80) and 0.79 (95% CI 0.77-0.80), respectively. In summary, including SDOH data improves the predictive performance of ML models in forecasting 2-year MACE among BC females, particularly within NHB.

19.
JACC CardioOncol ; 5(4): 415-430, 2023 Aug.
Article in English | MEDLINE | ID: mdl-37614581

ABSTRACT

Invasive cardiac interventions are recommended to treat ST-segment elevation myocardial infarction, non-ST-segment elevation acute coronary syndromes, multivessel coronary disease, severe symptomatic aortic stenosis, and cardiomyopathy. These recommendations are based on randomized controlled trials that historically included few individuals with active, advanced malignancies. Advanced malignancies represent a significant competing risk for mortality, and there is limited evidence to inform the risks and benefits of invasive cardiac interventions in affected patients. We review the benefit conferred by invasive cardiac interventions; the periprocedural considerations; the contemporary survival expectations of patients across several types of active, advanced malignancy; and the literature on cardiovascular interventions in these populations. Our objective is to develop a rational framework to guide clinical recommendations on the use of invasive cardiac interventions in patients with active, advanced cancer.

20.
J Natl Compr Canc Netw ; 21(7): 705-714.e17, 2023 07.
Article in English | MEDLINE | ID: mdl-37433439

ABSTRACT

BACKGROUND: Racial disparities have been reported for breast cancer and cardiovascular disease (CVD) outcomes. The determinants of racial disparities in CVD outcomes are not yet fully understood. We aimed to examine the impact of individual and neighborhood-level social determinants of health (SDOH) on the racial disparities in major adverse cardiovascular events (MACE; consisting of heart failure, acute coronary syndrome, atrial fibrillation, and ischemic stroke) among female patients with breast cancer. METHODS: This 10-year longitudinal retrospective study was based on a cancer informatics platform with electronic medical record supplementation. We included women aged ≥18 years diagnosed with breast cancer. SDOH were obtained from LexisNexis, and consisted of the domains of social and community context, neighborhood and built environment, education access and quality, and economic stability. Race-agnostic (overall data with race as a feature) and race-specific machine learning models were developed to account for and rank the SDOH impact in 2-year MACE. RESULTS: We included 4,309 patients (765 non-Hispanic Black [NHB]; 3,321 non-Hispanic white). In the race-agnostic model (C-index, 0.79; 95% CI, 0.78-0.80), the 5 most important adverse SDOH variables were neighborhood median household income (SHapley Additive exPlanations [SHAP] score [SS], 0.07), neighborhood crime index (SS = 0.06), number of transportation properties in the household (SS = 0.05), neighborhood burglary index (SS = 0.04), and neighborhood median home values (SS = 0.03). Race was not significantly associated with MACE when adverse SDOH were included as covariates (adjusted subdistribution hazard ratio, 1.22; 95% CI, 0.91-1.64). NHB patients were more likely to have unfavorable SDOH conditions for 8 of the 10 most important SDOH variables for the MACE prediction. CONCLUSIONS: Neighborhood and built environment variables are the most important SDOH predictors for 2-year MACE, and NHB patients were more likely to have unfavorable SDOH conditions. This finding reinforces that race is a social construct.


Subject(s)
Breast Neoplasms , Cardiovascular Diseases , Female , Humans , Adolescent , Adult , Breast Neoplasms/epidemiology , Retrospective Studies , Social Determinants of Health , Educational Status
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