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1.
Cancer ; 130(12): 2191-2204, 2024 Jun 15.
Article in English | MEDLINE | ID: mdl-38376917

ABSTRACT

BACKGROUND: COVID-19 can have a particularly detrimental effect on patients with cancer, but no studies to date have examined if the presence, or site, of metastatic cancer is related to COVID-19 outcomes. METHODS: Using the COVID-19 and Cancer Consortium (CCC19) registry, the authors identified 10,065 patients with COVID-19 and cancer (2325 with and 7740 without metastasis at the time of COVID-19 diagnosis). The primary ordinal outcome was COVID-19 severity: not hospitalized, hospitalized but did not receive supplemental O2, hospitalized and received supplemental O2, admitted to an intensive care unit, received mechanical ventilation, or died from any cause. The authors used ordinal logistic regression models to compare COVID-19 severity by presence and specific site of metastatic cancer. They used logistic regression models to assess 30-day all-cause mortality. RESULTS: Compared to patients without metastasis, patients with metastases have increased hospitalization rates (59% vs. 49%) and higher 30 day mortality (18% vs. 9%). Patients with metastasis to bone, lung, liver, lymph nodes, and brain have significantly higher COVID-19 severity (adjusted odds ratios [ORs], 1.38, 1.59, 1.38, 1.00, and 2.21) compared to patients without metastases at those sites. Patients with metastasis to the lung have significantly higher odds of 30-day mortality (adjusted OR, 1.53; 95% confidence interval, 1.17-2.00) when adjusting for COVID-19 severity. CONCLUSIONS: Patients with metastatic cancer, especially with metastasis to the brain, are more likely to have severe outcomes after COVID-19 whereas patients with metastasis to the lung, compared to patients with cancer metastasis to other sites, have the highest 30-day mortality after COVID-19.


Subject(s)
COVID-19 , Hospitalization , Neoplasm Metastasis , Neoplasms , Registries , SARS-CoV-2 , Humans , COVID-19/mortality , COVID-19/complications , COVID-19/epidemiology , COVID-19/pathology , Male , Female , Middle Aged , Retrospective Studies , Aged , Hospitalization/statistics & numerical data , Neoplasms/pathology , Neoplasms/mortality , SARS-CoV-2/isolation & purification , Severity of Illness Index , Respiration, Artificial/statistics & numerical data
2.
Breast Cancer Res Treat ; 206(3): 519-526, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38703287

ABSTRACT

PURPOSE: Novel agents such as PI3K and mTOR inhibitors (PI3K/mTORi) have expanded treatment options in metastatic breast cancer (MBC). Nevertheless, mortality rates remain disproportionately high for Black patients and patients with lower socioeconomic status. Furthermore, clinical trials for these novel agents lacked diversity, so their toxicity profile in minority populations is uncertain. METHODS: We conducted a retrospective analysis of EHR-derived data from the Flatiron Health Database for patients with HR+, HER2- MBC. Multivariable logistic regression was used to evaluate factors associated with PI3K/mTORi use and toxicity outcomes. RESULTS: A total of 9169 patients with MBC were included in our analysis, of which 1780 (19.4%) received a PI3K/mTORi. We estimated the conditional total effect of insurance through Medicaid, and found lower odds of use of PI3K/mTORi among patients on Medicaid compared to those with commercial insurance (OR 0.73, 95% CI 0.54-0.99, p = 0.049). Odds of PI3K/mTORi use were higher for patients treated at an academic center (OR 1.28, CI 1.06-1.55, p = 0.01). Modeled as a controlled direct effect, Black/African American (Black/AA) race had no impact on odds of PI3K/mTOR use. Black/AA patients had twice the odds of developing hyperglycemia on PI3K/mTORi compared to White patients (OR 2.02, CI 1.24-3.39, p < 0.01). CONCLUSION: This analysis of real-world data suggests that the use of PI3K/mTORi is influenced by socioeconomic factors. We also found racial disparities in toxicity outcomes, with Black/AA patients having twice the risk of hyperglycemia. Our findings call for greater efforts to ensure access to novel treatments and improve their tolerability in diverse populations.


Subject(s)
Breast Neoplasms , MTOR Inhibitors , Phosphoinositide-3 Kinase Inhibitors , Humans , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Middle Aged , Aged , Phosphoinositide-3 Kinase Inhibitors/therapeutic use , Retrospective Studies , MTOR Inhibitors/therapeutic use , Healthcare Disparities/statistics & numerical data , Adult , Neoplasm Metastasis , Treatment Outcome , TOR Serine-Threonine Kinases/antagonists & inhibitors , United States/epidemiology
3.
Breast Cancer Res Treat ; 203(1): 111-119, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37688666

ABSTRACT

PURPOSE: Elderly women diagnosed with metastatic breast cancer (MBC) are living longer, however their primary care management may be sub-optimal. Influenza results in preventable hospitalizations and deaths. Guidelines recommend the influenza vaccine for those > 65 years and those with cancer but use is unknown. METHODS: A retrospective analysis was conducted using the Surveillance, Epidemiology, and End Results (SEER)-Medicare linked data. Patients were included if they were diagnosed with MBC from 1/1/2008-12/31/2017 and were ≥ 65 years of age. The primary outcome was influenza vaccine use among patients surviving ≥ 3-years. We conducted multivariable analyses using demographic and clinical factors to identify associations with vaccine use. We compared utilization to cancer-free controls. RESULTS: We identified 1,970 patients with MBC that survived for ≥ 3 years. The median age at diagnosis was 73 years. Furthermore, 1,742 (88%) patients were White, and 153 (8%) patients were Black. Only 1,264 (64%) received an influenza vaccine at least one time and 51% received the vaccine at least two times. A multivariable model found lower odds of vaccine receipt for Black patients (OR = 0.48; 95% CI 0.34-0.68, p < 0.001) and higher odds for patients that saw primary care in the year prior to diagnosis (OR = 1.91, 95% CI 1.57-2.33, p < 0.001). Patients with MBC had lower odds of vaccine use compared to cancer free controls (OR = 0.85, 95% CI 0.74-0.97, p < 0.001). CONCLUSION: Over 1/3 of long-term MBC survivors in our cohort did not receive the influenza vaccine. Black patients are about half as likely to be vaccinated. Given the known benefit of the vaccine, improving uptake could be an important strategy to improve outcomes.


Subject(s)
Breast Neoplasms , Influenza Vaccines , Humans , Female , Aged , United States/epidemiology , Breast Neoplasms/pathology , Retrospective Studies , Medicare , Survivors
4.
Breast Cancer Res Treat ; 204(1): 49-59, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38060077

ABSTRACT

BACKGROUND: Chemotherapy-induced peripheral neuropathy (CIPN) is a common and debilitating adverse effect of taxane therapy. Small non-randomized studies in patients with early-stage breast cancer (ESBC) suggest both cryotherapy and compression therapy may prevent CIPN. It is unknown which is more effective. METHODS: We conducted a randomized phase IIB adaptive sequential selection trial of cryotherapy vs. compression therapy vs. placebo ("loose" gloves/socks) during taxane chemotherapy. Participants were randomized in triplets. Garments were worn for 90-120 min, beginning 15 min prior and continuing for 15 min following the infusion. The primary goal was to select the best intervention based on a Levin-Robbins-Leu sequential selection procedure. The primary endpoint was a < 5-point decrease in the Functional Assessment of Cancer Therapy Neurotoxicity (FACT-NTX) at 12 weeks. An arm was eliminated if it had four or more fewer successes than the currently leading arm. Secondary endpoints included intervention adherence and patient-reported comfort/satisfaction. RESULTS: Between April 2019 and April 2021, 63 patients were randomized (cryotherapy (20); compression (22); placebo (21)). Most patients (60.3%) were treated with docetaxel. The stopping criterion was met after the 17th triplet (n = 51) was evaluated; success at 12 weeks occurred in 11 (64.7%) on compression therapy, 7 (41.1%) on cryotherapy, and 7 (41.1%) on placebo. Adherence to the intervention was lowest with cryotherapy (35.0%) compared to compression (72.7%) and placebo (76.2%). CONCLUSION: Compression therapy was the most effective intervention in this phase IIB selection trial to prevent CIPN and was well tolerated. Compression therapy for the prevention of CIPN should be evaluated in a phase III study. CLINICAL TRIAL REGISTRATION: ClinicaTrials.gov Identifier: NCT03873272.


Subject(s)
Breast Neoplasms , Peripheral Nervous System Diseases , Female , Humans , Antineoplastic Agents/adverse effects , Breast Neoplasms/drug therapy , Bridged-Ring Compounds , Cryotherapy , Peripheral Nervous System Diseases/chemically induced , Peripheral Nervous System Diseases/prevention & control , Taxoids/adverse effects
5.
Article in English | MEDLINE | ID: mdl-39302579

ABSTRACT

BACKGROUND: Novel agents have expanded the traditional HER2 definitions to include HER2-Low (HER2L) Breast Cancer (BC). We sought to evaluate the distinct molecular characteristics of HER2L BC to understand potential clinical/biologic factors driving resistance and clinical outcomes. METHODS: Retrospective analysis was performed on 13,613 BC samples, tested at Caris Life Sciences via NextGen DNA/RNA Sequencing. BC subtypes were defined by IHC/ISH. CODEai database was used to access clinical outcomes from insurance claims data. RESULTS: Overall, mutational landscape was similar between HER2L and classical subsets of HR+and HRneg cohorts. TP53 mutations were significantly higher in HRneg/HER2L group vs. HR+/HER2L tumors (p<0.001). A higher mutation rate of PIK3CA was observed in HRneg/HER2L tumors compared to TNBC subtype (p=0.016). PD-L1 positivity was elevated in HRneg/HER2L tumors compared to HR+/HER2L tumors, all p<0.01. Patients with HR+/HER2L tumors treated with CDK4/6 inhibitors had similar OS compared to pts with HR+/HER2-0 (HR=0.89, p=0.012). 27.2% of HR+/HER2L pts had activating PIK3CA mutations. Among HR+PIK3CA mutated tumors, HER2L pts treated with alpelisib showed no difference in OS vs. HER2-0 alpelisib-treated pts (HR=1.23, p=0.517). 13.9% of HER2L TNBC pts were PD-L1+. Interestingly, pts with PD-L1+ HER2L/HRneg (TNBC) treated with immune checkpoint inhibitors (ICI) showed improved OS than HER2-0 TNBC (HR=0.61, p=0.046). CONCLUSION: Our findings expand the understanding of the molecular profile of the HER2L subgroup and comparison to the classically defined breast cancer subgroups. Genomic risk assessments after progression on novel therapeutics can be assessed to better define implications for mechanisms of resistance.

6.
Ann Surg ; 277(5): e1116-e1123, 2023 05 01.
Article in English | MEDLINE | ID: mdl-35129467

ABSTRACT

OBJECTIVE: To perform a cost-effectiveness analysis to examine the utility and effectiveness of OS performed at the time of elective cholecystectomy [laparoscopic cholecystectomy (LAP-CHOL)]. SUMMARY BACKGROUND DATA: OS has been adopted as a strategy to reduce the risk of ovarian cancer in women undergoing hysterectomy and tubal sterilization, although the procedure is rarely performed as a risk reducing strategy during other abdominopelvic procedures. METHODS: A decision model was created to examine women 40, 50, and 60 years of age undergoing LAP-CHOL with or without OS. The lifetime risk of ovarian cancer was assumed to be 1.17%, 1.09%, and 0.92% for women age 40, 50, and 60 years, respectively. OS was estimated to provide a 65% reduction in the risk of ovarian cancer and to require 30 additional minutes of operative time. We estimated the cost, quality-adjusted life-years, ovarian cancer cases and deaths prevented with OS. RESULTS: The additional cost of OS at LAP-CHOL ranged from $1898 to 1978. In a cohort of 5000 women, OS reduced the number of ovarian cancer cases by 39, 36, and 30 cases and deaths by 12, 14, and 16 in the age 40-, 50-, and 60-year-old cohorts, respectively. OS during LAP-CHOL was cost-effective, with incremental cost-effectiveness ratio of $11,162 to 26,463 in the 3 age models. In a probabilistic sensitivity analysis, incremental cost-effectiveness ratio for OS were less than $100,000 per quality-adjusted life-years in 90.5% or more of 1000 simulations. CONCLUSIONS: OS at the time of LAP-CHOL may be a cost-effective strategy to prevent ovarian cancer among average risk women.


Subject(s)
Cholecystectomy, Laparoscopic , Ovarian Neoplasms , Female , Humans , Adult , Cost-Effectiveness Analysis , Hysterectomy , Ovarian Neoplasms/prevention & control , Salpingectomy/methods , Cost-Benefit Analysis
7.
Breast Cancer Res Treat ; 200(1): 85-92, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37157005

ABSTRACT

BACKGROUND: Survival outcomes in metastatic breast cancer (MBC) have improved due to novel agents such as CDK4/6 inhibitors (CDK4/6i). Nevertheless, Black patients and patients with lower socioeconomic status (SES) continue to bear a disproportionate mortality burden. METHODS: We conducted a retrospective analysis of EHR-derived data from the Flatiron Health Database (FHD). A dataset was constructed to include Black/African-American (Black/AA) and White patients with hormone receptor (HR)-positive, HER2-negative MBC. Outcomes included CDK4/6i use (overall and first-line), and rates of leukopenia, dose reduction, and time on treatment for first-line CDK4/6i. Multivariable logistic regression was used to evaluate factors associated with use and outcomes. RESULTS: A total of 6802 patients with MBC were included, of which 5187 (76.3%) received CDK4/6i. Of those, 3186 (61.4%) received CDK4/6i first-line. Overall, 86.7% of patients were categorized as White and 13.3% as Black/AA; 22.4% were > 75 years old; 12.6% were treated at an academic site; 3.3% had Medicaid insurance. In addition to advanced age and poorer performance status, lower use of CDK4/6i was associated with Black/AA vs White race (72.9% vs 76.8%; OR 0.83, 95% CI 0.70-0.99, p = 0.04) and Medicaid vs commercial insurance (69.6% vs 77.4%; OR: 0.68, 95% CI 0.49-0.95, p = 0.02). Odds of CDK4/6i use were twofold higher for patients treated at an academic center (p < 0.001). Rates of CDK4/6i-induced leukopenia and dose reductions did not differ significantly by race, insurance type, or treatment site. Time on CDK4/6i was significantly lower among Medicaid patients (395 days) than patients with commercial insurance (558 days) or Medicare (643 days) (p = 0.03). CONCLUSION: This analysis of real-world data suggests that Black race and lower SES are associated with decreased CDK4/6i use. However, among patients treated with CDK4/6i, subsequent toxicity outcomes are similar. Efforts to ensure access to these life-prolonging medications are warranted.


Subject(s)
Breast Neoplasms , Leukopenia , United States/epidemiology , Humans , Aged , Female , Breast Neoplasms/drug therapy , Breast Neoplasms/epidemiology , Medicare , Retrospective Studies , Social Determinants of Health , Cyclin-Dependent Kinase 4
8.
Cancer ; 128(14): 2777-2785, 2022 07 15.
Article in English | MEDLINE | ID: mdl-35599575

ABSTRACT

BACKGROUND: Adolescents and young adults (AYA) with sarcoma experience both acute and chronic pain related to their disease and treatment. Studies in older adults have reported a high risk of persistent opioid use after cancer therapy among previously opioid-naive patients; however, few studies have evaluated posttreatment opioid use among AYAs. This article describes patterns of new persistent opioid use among AYAs in the year after treatment for sarcoma. METHODS: Opioid-naive patients who were 10 to 26 years old and diagnosed with sarcoma (2008-2016) were identified with the IBM Marketscan Database. Included subjects had an International Classification of Diseases code for sarcoma (ninth or tenth revision), received anticancer therapy (chemotherapy, surgery, and/or radiation) within 30 days of the first diagnosis code, and had continuous insurance coverage (commercial or Medicaid) for more than 12 months both before the diagnosis and after the last therapy. The primary outcome was new persistent opioid use, which was defined as at least 2 opioid prescriptions in the 12 months following treatment completion. Covariates included age, sex, insurance, tumor type, surgical procedure, mental health (MH) or substance use diagnoses before or during therapy, and concomitant lorazepam use. RESULTS: In total, 938 patients met the inclusion criteria; 521 (56%) were male, and 578 (62%) were younger than 18 years. In total, 727 (78%) had commercial insurance, and 273 (29%) had an MH diagnosis either before or during the treatment period. Of the total group, 464 (49%) used opioids during treatment only. Of those who used opioids during treatment, 135 (23%) received at least 2 prescriptions in the year after therapy. In a multivariable analysis, Medicaid versus commercial insurance (odds ratio [OR], 1.74; 95% confidence interval [CI], 1.15-2.64) and non-soft tissue sarcoma (OR for Ewing sarcoma, 3.23; 95% CI, 1.81-5.78; OR for osteosarcoma, 2.05; 95% CI, 1.36-3.09) conferred a higher likelihood of new persistent use. CONCLUSIONS: In this cohort of AYAs treated for sarcoma, 64% of the patients received opioid prescriptions during treatment, and 23% of these patients became new persistent users. Because of the risks associated with persistent opioid use, studies of novel pain management strategies along with age-appropriate education and anticipatory guidance are urgently needed. LAY SUMMARY: Using an insurance claims database, we conducted a study to determine the rate of new persistent opioid use among adolescents and young adults treated for sarcoma. We found that 64% of adolescents and young adults treated for sarcoma received opioid prescriptions during treatment, and 23% of these patients met the criteria for new persistent opioid use. These findings support the need for age-appropriate education and novel pain management strategies in this vulnerable population.


Subject(s)
Chronic Pain , Opioid-Related Disorders , Sarcoma , Soft Tissue Neoplasms , Adolescent , Adult , Aged , Analgesics, Opioid/adverse effects , Child , Chronic Pain/drug therapy , Female , Humans , Male , Medicaid , Opioid-Related Disorders/drug therapy , Opioid-Related Disorders/epidemiology , Retrospective Studies , Sarcoma/drug therapy , Sarcoma/epidemiology , Soft Tissue Neoplasms/drug therapy , United States/epidemiology , Young Adult
9.
Cancer ; 128(18): 3392-3399, 2022 09 15.
Article in English | MEDLINE | ID: mdl-35819926

ABSTRACT

BACKGROUND: Opioid misuse is a public health crisis, and unused postoperative opioids are an important source. Although 70% of pills prescribed go unused, only 9% are discarded. This study evaluated whether an inexpensive pill-dispensing device with mail return capacity could enhance disposal of unused opioids after cancer surgery. METHODS: A prospective pilot study was conducted among adult patients who underwent major cancer-related surgery. Patients received opioid prescriptions in a mechanical device (Addinex) linked to a smartphone application (app). The app provided passwords on a prescriber-defined schedule. Patients could enter a password into the device and receive a pill if the prescribed time had elapsed. Patients were instructed to return the device and any unused pills in a disposal mailer. The primary end point was feasibility of device return, defined as ≥50% of patients returning the device within 6 weeks of surgery. Also explored was total pill use and return as well as patient satisfaction. RESULTS: Among 30 patients enrolled, the majority (n = 24, 80%) returned the device, and 17 (57%) returned it within 6 weeks of surgery. In total, 567 opioid pills were prescribed and 170 (30%) were used. Of 397 excess pills, 332 (84% of unused pills, 59% of all pills prescribed) were disposed of by mail. Among 19 patients who obtained opioids from the device, most (n = 14, 74%) felt the benefits of the device justified the added steps involved. CONCLUSIONS: Use of an inexpensive pill-dispensing device with mail return capacity is a feasible strategy to enhance disposal of unused postoperative opioids.


Subject(s)
Analgesics, Opioid , Neoplasms , Adult , Humans , Pain, Postoperative , Pilot Projects , Postal Service , Practice Patterns, Physicians' , Prospective Studies
10.
Breast Cancer Res Treat ; 194(1): 35-47, 2022 Jul.
Article in English | MEDLINE | ID: mdl-35575954

ABSTRACT

PURPOSE: We evaluated whether a novel, fully automated convolutional neural network (CNN)-based mammographic evaluation can predict breast cancer relapse among women with operable hormone receptor (HR)-positive breast cancer. METHODS: We conducted a retrospective cohort study among women with stage I-III, HR-positive unilateral breast cancer diagnosed at Columbia University Medical Center from 2007 to 2017, who received adjuvant endocrine therapy and had at least two mammograms (baseline, annual follow-up) of the contralateral unaffected breast for CNN analysis. We extracted demographics, clinicopathologic characteristics, breast cancer treatments, and relapse status from the electronic health record. Our primary endpoint was change in CNN risk score (range, 0-1). We used two-sample t-tests to assess for difference in mean CNN scores between patients who relapsed vs. remained in remission, and conducted Cox regression analyses to assess for association between change in CNN score and breast cancer-free interval (BCFI), adjusting for known prognostic factors. RESULTS: Among 848 women followed for a median of 59 months, there were 67 (7.9%) breast cancer relapses (36 distant, 25 local, 6 new primaries). There was a significant difference in mean absolute change in CNN risk score from baseline to 1-year follow-up between those who relapsed vs. remained in remission (0.001 vs. - 0.022, p = 0.030). After adjustment for prognostic factors, a 0.01 absolute increase in CNN score at 1-year was significantly associated with BCFI, hazard ratio = 1.05 (95% Confidence Interval 1.01-1.09, p = 0.011). CONCLUSION: Short-term change in the CNN-based breast cancer risk model on adjuvant endocrine therapy predicts breast cancer relapse, and warrants further evaluation in prospective studies.


Subject(s)
Breast Neoplasms , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Female , Humans , Neoplasm Recurrence, Local/diagnostic imaging , Neural Networks, Computer , Prospective Studies , Retrospective Studies
11.
Breast Cancer Res ; 23(1): 16, 2021 01 31.
Article in English | MEDLINE | ID: mdl-33517909

ABSTRACT

BACKGROUND: The purpose of this study is to evaluate whether the changes in optically derived parameters acquired with a diffuse optical tomography breast imager system (DOTBIS) in the contralateral non-tumor-bearing breast in patients administered neoadjuvant chemotherapy (NAC) for breast cancer are associated with pathologic complete response (pCR). METHODS: In this retrospective evaluation of 105 patients with stage II-III breast cancer, oxy-hemoglobin (ctO2Hb) from the contralateral non-tumor-bearing breast was collected and analyzed at different time points during NAC. The earliest monitoring imaging time point was after 2-3 weeks receiving taxane. Longitudinal data were analyzed using linear mixed-effects modeling to evaluate the contralateral breast ctO2Hb changes across chemotherapy when corrected for pCR status, age, and BMI. RESULTS: Patients who achieved pCR to NAC had an overall decrease of 3.88 µM for ctO2Hb (95% CI, 1.39 to 6.37 µM), p = .004, after 2-3 weeks. On the other hand, non-pCR subjects had a non-significant mean reduction of 0.14 µM (95% CI, - 1.30 to 1.58 µM), p > .05. Mixed-effect model results indicated a statistically significant negative relationship of ctO2Hb levels with BMI and age. CONCLUSIONS: This study demonstrates that the contralateral normal breast tissue assessed by DOTBIS is modifiable after NAC, with changes associated with pCR after only 2-3 weeks of chemotherapy.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Breast Neoplasms/diagnosis , Breast Neoplasms/therapy , Tomography, Optical , Algorithms , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Biomarkers, Tumor , Breast Neoplasms/metabolism , Disease Management , Female , Humans , Image Processing, Computer-Assisted , Neoadjuvant Therapy , Tomography, Optical/methods , Tomography, Optical/standards , Treatment Outcome , Tumor Burden
12.
Breast Cancer Res Treat ; 189(2): 445-454, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34089118

ABSTRACT

PURPOSE: Prolonged use of controlled substances can place patients at increased risk of dependence and complications. Women who have mastectomy and reconstructive surgery (M + R) may be vulnerable to becoming new persistent users (NPUs) of opioid and sedative-hypnotic medications. METHODS: Using the MarketScan health-care claims database, we identified opioid- and sedative-hypnotic-naïve women who had M + R from 2008 to 2017. Women who filled ≥ 1 peri-operative prescription and ≥ 2 post-operative prescriptions within one year after surgery were classified as NPUs. Univariate and multivariable logistic regression analyses were used to estimate rates of new persistent use and predictive factors. Risk summary scores were created based on the sum of associated factors. RESULTS: We evaluated 23,025 opioid-naïve women and 25,046 sedative-hypnotic-naïve women. We found that 17,174 opioid-naïve women filled a peri-operative opioid prescription, and of those, 2962 (17.2%) became opioid NPUs post-operatively. Additionally, 9426 sedative-hypnotic-naïve women filled a peri-operative sedative-hypnotic prescription, and of those, 1612 (17.1%) became sedative-hypnotic NPUs. Development of new persistent sedative-hypnotic use was associated with age ≤ 49 [OR 1.77 (95% CI 1.40-2.24)] and age 50-64 [1.60 (1.27-2.03)] compared to age ≥ 65; Medicaid insurance [2.34 (1.40-3.90)]; southern residence [1.42 (1.22-1.64)]; breast cancer diagnosis [2.24 (1.28-3.91)]; and chemotherapy [2.17 (1.94-2.42)]. Risk of NPU increased with higher risk score. Women with ≥ 3 of these risk factors were three times more likely to become sedative-hypnotic NPUs than patients with 0 or 1 factors [2.94 (2.51-3.43)]. Comparable findings were seen regarding new persistent opioid use. CONCLUSION: Women who have M + R are at risk of developing both new persistent opioid and new persistent sedative-hypnotic use. A patient's risk of becoming an NPU increases as their number of risk factors increases. Non-pharmacologic strategies are needed to manage pain and anxiety following cancer-related surgery.


Subject(s)
Breast Neoplasms , Plastic Surgery Procedures , Breast Neoplasms/epidemiology , Breast Neoplasms/surgery , Controlled Substances , Female , Humans , Mastectomy , Middle Aged , Pain, Postoperative/epidemiology , Pain, Postoperative/etiology , Retrospective Studies , Risk Factors , United States
13.
Breast Cancer Res Treat ; 189(1): 297-304, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34213660

ABSTRACT

PURPOSE: Diffuse optical tomography breast imaging system (DOTBIS) non-invasively measures tissue concentration of hemoglobin, which is a potential biomarker of short-term response to neoadjuvant chemotherapy. We evaluated whether DOTBIS-derived measurements are modifiable with targeted therapies, including AKT inhibition and endocrine therapy. METHODS: We conducted a proof of principle study in seven postmenopausal women with stage I-III breast cancer who were enrolled in pre-surgical studies of the AKT inhibitor MK-2206 (n = 4) or the aromatase inhibitors exemestane (n = 2) and letrozole (n = 1). We performed DOTBIS at baseline (before initiation of therapy) and post-therapy in the affected breast (tumor volume) and contralateral, unaffected breast, and measured tissue concentrations (in µM) of total hemoglobin (ctTHb), oxyhemoglobin (ctO2Hb), and deoxyhemoglobin (ctHHb), as well as water fraction (%). RESULTS: We found consistent decreases in DOTBIS-measured hemoglobin concentrations in tumor volume, with median percent changes for ctTHb, ctHHb, ctO2Hb, and water fraction for the entire cohort of - 27.1% (interquartile range [IQR] 37.5%), - 49.8% (IQR 29.3%), - 33.5% (IQR 47.4%), and - 3.6% (IQR 10.6%), respectively. In the contralateral breast, median percent changes for ctTHb, ctHHb, ctO2Hb, and water fraction were + 1.8% (IQR 26.7%), - 8.6% (IQR 29.3%), + 6.2% (IQR 29.5%), and + 1.9% (IQR 30.7%), respectively. CONCLUSION: We demonstrated that DOTBIS-derived measurements are modifiable with pre-surgical AKT inhibition and endocrine therapy, supporting further investigation of DOTBIS as a potential imaging assessment of response to neoadjuvant targeted therapies in early stage breast cancer.


Subject(s)
Breast Neoplasms , Tomography, Optical , Aromatase Inhibitors , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/drug therapy , Female , Humans , Letrozole , Neoadjuvant Therapy
14.
Cancer ; 126(7): 1541-1549, 2020 04 01.
Article in English | MEDLINE | ID: mdl-31913500

ABSTRACT

BACKGROUND: Cardiovascular disease (CVD) is the leading cause of death among patients with early-stage breast cancer (BC), but adherence to cardiovascular disease risk factor (CVD-RF) medications is reported to be poor in BC survivors. The objective of the current study was to determine the association between nonadherence to CVD-RF medications and cardiovascular events in BC survivors. METHODS: The authors included patients with stages I to III BC from the Surveillance, Epidemiology, and End Results (SEER)-Medicare database who had Medicare part D coverage and who were taking at least 1 CVD-RF medication prior to their BC diagnosis (2008-2013). Logistic regression was performed to define factors associated with nonadherence. Cox regression was used to calculate the association between nonadherence and new cardiac events after treatment. RESULTS: Among 15,576 patients included in the current analysis, 4797 (30.8%) were nonadherent to at least 1 category after the initial BC treatment period. Black race, greater comorbidity burden, more advanced cancer stage, hormone receptor-negative status, and receipt of chemotherapy were found to be associated with nonadherence. Nonadherence after treatment demonstrated a trend toward an increased risk of a subsequent cardiac event (hazard ratio [HR], 1.15; 95% CI 1.00-1.33 [P = .06]). This effect size increased with nonadherence to a greater number of medications (P < .01). There was an increased risk of experiencing a cardiac event noted with becoming nonadherent to hypertension medications (HR, 1.33; 95% CI, 1.18-1.51 [P < .0001]), hyperlipidemia medications (HR, 1.21; 95% CI, 1.05-1.40 [P = .009]), and diabetes medications (HR, 1.31; 95% CI, 1.10-1.56 [P = .003]). CONCLUSIONS: Nonadherence to CVD-RF medications after treatment of BC is associated with an increased risk of a cardiac event. Improving outcomes and reducing morbidity after a diagnosis of BC requires attention to non-BC conditions.


Subject(s)
Breast Neoplasms/complications , Cardiovascular Diseases/prevention & control , Medication Adherence/statistics & numerical data , Aged , Aged, 80 and over , Cancer Survivors/statistics & numerical data , Cardiovascular Diseases/complications , Cardiovascular Diseases/epidemiology , Female , Humans , Incidence , Risk Factors , SEER Program
15.
Breast Cancer Res Treat ; 183(1): 201-211, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32591988

ABSTRACT

PURPOSE: The incidence and predictors of diabetes (DM) in patients with breast cancer (BC) were evaluated. We compared DM incidence and physician access in BC patients to matched controls. METHODS: We identified women with stage I-III BC diagnosed from 2005 to 2013 in the SEER-Medicare database, with ≥ 2 years of follow-up after diagnosis, without previous DM claims. Incident DM was determined by ≥ 1 DM claims after BC diagnosis. Multivariable analysis was used to identify factors associated with incident DM. Age- and race-matched non-cancer controls were obtained from a 5% random sample and assigned an index date. Physician and PCP visits per-patient-per-year were compared between cases and controls in the two-year period prior to and after the index date. RESULTS: Among 14,506 eligible BC patients, 3234 (22.3%) developed DM versus 16.5% of controls. Among BC patients, factors associated with incident DM included race (Black OR 1.63 95% CI 1.39-1.93, Hispanic OR 3.03 95% CI 1.92-4.81; vs. Caucasians), SES (Quintile 0 vs. Quintile 4 OR 1.55 95% CI 1.33-1.78), and receipt of chemotherapy (vs. none OR 1.19 95% CI 1.08-1.31). Among cases and controls, respectively, median physician visits per-patient-per-year were 19 and 17 prior to the index date, and 46 and 19 after the index date; median PCP visits were 2 for both groups in both periods. CONCLUSION: About 22% of BC patients developed DM, more than controls in the same period. While there were differences in healthcare access, there weren't differences in PCP access between groups. This represents an opportunity for better comorbidity management in BC patients.


Subject(s)
Breast Neoplasms/epidemiology , Diabetes Mellitus/epidemiology , Estrogens , Neoplasms, Hormone-Dependent/epidemiology , Progesterone , Age Factors , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Case-Control Studies , Comorbidity , Ethnicity/statistics & numerical data , Female , Humans , Hyperlipidemias/epidemiology , Hypertension/epidemiology , Incidence , Middle Aged , Neoplasm Staging , Office Visits/statistics & numerical data , Primary Health Care , Socioeconomic Factors
16.
Arch Gynecol Obstet ; 302(4): 935-945, 2020 10.
Article in English | MEDLINE | ID: mdl-32728922

ABSTRACT

PURPOSE: Venous thromboembolism (VTE) is a leading cause of perioperative morbidity and mortality. We analyzed the trends in use of VTE prophylaxis over time in women undergoing hysterectomy for both benign and malignant indications. METHODS: The Premier Database was used to identify women who underwent hysterectomy from 2011 to 2017. Women were stratified by indication for surgery (benign or malignant) and route of hysterectomy. VTE prophylaxis was classified as none, mechanical, pharmacologic, or combination (mechanical and pharmacologic). Trends in use of prophylaxis over time were analyzed. Multivariate models were developed to examine predictors of use of prophylaxis. RESULTS: Among 920,477 patients identified, 579,824 (63.0%) received VTE prophylaxis, including 15.4% who received pharmacologic, 34.5% who received mechanical, and 13.1% who received combination prophylaxis. Overall use of prophylaxis declined annually from 68.1% in 2011 to 56.7% in 2017 (P < 0.001). Among patients with cancer, the use of prophylaxis declined from 84.5% in 2011 to 78.6% in 2017 (P < 0.001). A similar trend was noted among women with benign conditions, with rates of prophylaxis declining from 66.2 to 53.3% (P < 0.001). Additionally, use of prophylaxis declined for patients undergoing MIS hysterectomy from 65.4% in 2011 to 53.3% in 2017, and from 73.1 to 66.7% in patients who underwent abdominal hysterectomy. Among patients with cancer, rates of pharmacologic and combined prophylaxis was 70.9% in 2011 and 69.7% in 2017. However, among women with benign conditions, the rates of pharmacologic and combined prophylaxis rose from 19.4% in 2011 to 25.6% in 2017 (P < 0.001). Despite these changes in prophylaxis rates and methods, there was no significant change in the rate of VTE between 2011 and 2017 (P = 0.06). CONCLUSION: Despite the lack of change in guidelines for VTE prophylaxis in gynecologic surgery, the overall rates of prophylaxis decreased over time independent of the indication or route of surgery. The rates of thromboembolic events did not significantly increase in response to the decreased use of VTE prophylaxis.


Subject(s)
Gynecologic Surgical Procedures/methods , Venous Thromboembolism/drug therapy , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Middle Aged , Risk Factors , Young Adult
17.
Cancer Invest ; 37(6): 233-241, 2019.
Article in English | MEDLINE | ID: mdl-31296072

ABSTRACT

Purpose: Multidisciplinary care (MDC) encourages multiple specialists to formulate a unified treatment plan. We sought to determine the frequency and predictors of MDC and assess the association between MDC and nationally-recognized quality metrics in patients with breast cancer. Methods: We used the surveillance, epidemiology, and end results-medicare dataset to evaluate patients diagnosed with stages I-III breast cancer who underwent breast-conserving surgery between 2002 and 2011 with follow-up to 2012. We defined MDC as a visit claim from a surgeon, radiation oncologist and medical oncologist within 12 months of diagnosis. We used multivariable regression analysis to determine the association between demographic and clinical variables and MDC, and to assess the association between MDC and three nationally-recognized quality indicators (adjuvant hormone therapy for hormone receptor-positive tumors, chemotherapy for hormone receptor-negative cancer, and radiation after lumpectomy). Results: Of the 61,039 patients in our initial cohort, 53,849 (88.2%) saw a medical oncologist, 46,521 (76.2%) saw a radiation oncologist, and 43,280 (70.9%) were evaluated by all three providers the first year after diagnosis. MDC use was higher in patients with the highest socioeconomic status compared with the lowest [odds ratio (OR) 1.74, 95% CI 1.63-1.86], in patients diagnosed in later years, and those with stage III disease compared to stage I [OR 1.29, 95% CI 1.19-1.41]. Patients older in age (≥80 vs. 65-69 years, OR 0.33, 95% CI 0.31-0.34), patients with more comorbidities, those who lived in a rural setting compared to urban (OR 0.61, 95% CI 0.57-0.64), and unmarried patients (OR 0.79, 95% CI 0.76-0.82) were less likely to see all three providers. In a multivariable analysis, MDC use was associated with increased likelihood of meeting each quality metric. Conclusion: Early stage breast cancer patients were evaluated by a surgeon, radiation oncologist and medical oncologist less than 75% of the time. Enhanced coordination of care and navigation programs may improve the quality of care delivered.


Subject(s)
Breast Neoplasms/pathology , Aged , Aged, 80 and over , Breast Neoplasms/therapy , Cohort Studies , Combined Modality Therapy , Female , Humans , Neoplasm Staging/methods , Odds Ratio , Oncologists , Radiotherapy, Adjuvant/methods , Referral and Consultation
18.
J Natl Compr Canc Netw ; 17(1): 22-28, 2019 01.
Article in English | MEDLINE | ID: mdl-30659126

ABSTRACT

Background: Bisphosphonates reduce skeletal-related events (SREs) in patients with multiple myeloma (MM) and, in some studies, improved survival. Since 2011, bisphosphonate use has been recommended by NCCN for all patients with newly diagnosed MM receiving antineoplastic therapy independent of the presence of bone disease. This study investigated their use after these guidelines were established. Methods: We identified patients aged ≥65 years in the SEER-Medicare database with newly diagnosed MM between January 1, 2012, and December 31, 2013, who received antineoplastic therapy, had ≥6 months of follow-up, and did not receive prior bisphosphonates. Presence of SREs at diagnosis was identified, including pathologic fracture, spinal cord compression, radiation to bone, or surgery to bone. Use of bisphosphonates was defined as having ≥1 claim for an intravenous or oral bisphosphonate within 6 months after the start of antineoplastic therapy. We used multivariable modeling to compare users with nonusers, controlling for demographic and clinical covariates. We compared overall survival between users and nonusers using proportional hazards analysis. Results: Of 1,309 patients identified, 720 (55%) used a bisphosphonate. Factors associated with use included SRE at diagnosis (adjusted odds ratio [AOR], 2.60; 95% CI, 1.98-3.40), hypercalcemia (AOR, 1.74; 95% CI, 1.26-2.41), and use of proteasome inhibitor + immunomodulatory imide therapy (AOR, 1.70; 95% CI, 1.21-2.39). Chronic kidney disease (AOR, 0.48; 95% CI, 0.35-0.66) was associated with decreased use. Bisphosphonate use was associated with reduced mortality (hazard ratio, 0.70; 95% CI, 0.56-0.88). Conclusions: Although bisphosphonate use is recommended for all patients with newly diagnosed MM receiving antineoplastic therapy, 45% of patients in the United States did not receive this guideline-recommended care.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/adverse effects , Bone Density Conservation Agents/therapeutic use , Bone Diseases/prevention & control , Multiple Myeloma/complications , Aged , Aged, 80 and over , Bone Density Conservation Agents/standards , Bone Diseases/epidemiology , Bone Diseases/etiology , Female , Follow-Up Studies , Humans , Kaplan-Meier Estimate , Male , Medicare/statistics & numerical data , Multiple Myeloma/drug therapy , Multiple Myeloma/mortality , Pamidronate/therapeutic use , Practice Guidelines as Topic , Retrospective Studies , SEER Program/statistics & numerical data , Treatment Outcome , United States/epidemiology , Zoledronic Acid/therapeutic use
19.
Breast Cancer Res Treat ; 166(2): 549-558, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28752188

ABSTRACT

PURPOSE: For women with stage IV breast cancer (BC), the association between survival time (ST) and use of aggressive end-of-life (EOL) care is unknown. METHODS: We used the SEER-Medicare database to identify women with stage IV BC diagnosed 2002-2011 who died by 12/31/2012. Aggressive EOL care was defined as receipt in the last month of life: >1 ED visit, >1 hospitalization, ICU admission, life-extending procedures, hospice admission within 3 days of death, IV chemotherapy within 14 days of death, and/or ≥10 unique physician encounters in the last 6 months of life. Receipt of aggressive EOL care and hospice in the last month of life were determined using claims, and multivariable analysis was used to identify factors associated with receipt. Costs of care were also evaluated. RESULTS: We identified 4521 eligible patients. Of these, 2748 (60.8%) received aggressive EOL care. Factors associated with aggressive EOL care were race (OR 1.45, 95% CI 1.19-1.81 for blacks compared to whites) and more frequent oncology office visits (OR 1.56, 95% CI 1.28-1.90). Patients who lived >12 months after diagnosis were less likely to receive aggressive EOL care (OR 0.44, 95% CI 0.38-0.52), and more likely to utilize hospice (OR 1.43, 95% CI 1.21-1.69) compared to patients who lived ≤6 months. Patients with a shorter ST had significantly higher costs of care per-month-alive compared to patients with longer ST. CONCLUSION: Patients with a shorter ST were more likely to receive aggressive EOL care and had higher costs of care compared to patients who lived longer.


Subject(s)
Breast Neoplasms/mortality , Breast Neoplasms/therapy , Terminal Care/methods , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Female , Humans , Neoplasm Metastasis , Neoplasm Staging , SEER Program , Terminal Care/economics , United States
20.
Cancer Invest ; 35(3): 202-214, 2017 Mar 16.
Article in English | MEDLINE | ID: mdl-28165774

ABSTRACT

Reducing delays related to inpatient chemotherapy may reduce healthcare costs. Using a national database, we identified patients with lymphoma/leukemia with ≥1 etoposide, vincristine, doxorubicin, cyclophosphamide, and prednisone (EPOCH) chemotherapy claim and evaluated chemotherapy initiation delay (ID), >1 day from admission. Standard tests/procedures prior to initiation were evaluated. Among 4453 inpatient cycles, 19.7% had ID, odds ratio 2.28 (95% confidence interval: 1.83-2.85) with cycle 1 compared to cycle 2, and mean costs were higher in patients with ID than without ID (p < .0001). Prior to cycle 1, patients were more likely to undergo routine diagnostic procedures compared to subsequent cycles. Efforts to perform routine procedures prior to admission may reduce hospital length of stay and costs.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Length of Stay/economics , Leukemia/drug therapy , Lymphoma/drug therapy , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/economics , Cyclophosphamide/economics , Cyclophosphamide/therapeutic use , Doxorubicin/economics , Doxorubicin/therapeutic use , Etoposide/economics , Etoposide/therapeutic use , Female , Health Care Costs , Humans , Inpatients , Leukemia/economics , Lymphoma/economics , Male , Middle Aged , Prednisone/economics , Prednisone/therapeutic use , Treatment Outcome , Vincristine/economics , Vincristine/therapeutic use
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