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Ajayi T, Hosseinian S, Schaefer AJ, Fuller CD. Combination Chemotherapy Optimization with Discrete Dosing. INFORMS JOURNAL ON COMPUTING 2024; 36:434-455. [PMID: 38883557 PMCID: PMC11178284 DOI: 10.1287/ijoc.2022.0207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2024]
Abstract
Chemotherapy drug administration is a complex problem that often requires expensive clinical trials to evaluate potential regimens; one way to alleviate this burden and better inform future trials is to build reliable models for drug administration. This paper presents a mixed-integer program for combination chemotherapy (utilization of multiple drugs) optimization that incorporates various important operational constraints and, besides dose and concentration limits, controls treatment toxicity based on its effect on the count of white blood cells. To address the uncertainty of tumor heterogeneity, we also propose chance constraints that guarantee reaching an operable tumor size with a high probability in a neoadjuvant setting. We present analytical results pertinent to the accuracy of the model in representing biological processes of chemotherapy and establish its potential for clinical applications through a numerical study of breast cancer.
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Affiliation(s)
| | | | - Andrew J. Schaefer
- Department of Computational Applied Mathematics and Operations Research, Rice University, Houston, Texas 77005
| | - Clifton D. Fuller
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas 77030
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Shin IB, Han W, Lee HB, Kim HK, Moon HG. Life-Threatening Hematoma in an Elderly Breast Cancer Patient Undergoing Chemotherapy. J Breast Cancer 2023; 26:514-518. [PMID: 37704385 PMCID: PMC10625869 DOI: 10.4048/jbc.2023.26.e41] [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: 05/11/2023] [Revised: 07/26/2023] [Accepted: 09/01/2023] [Indexed: 09/15/2023] Open
Abstract
The use of neoadjuvant chemotherapy in older patients is increasing. However, chemotherapy should be administered considering the medical comorbidities of the patients and the toxicity of chemotherapeutic agents. Here, we present a case of abdominal wall hematoma with spontaneous inferior epigastric artery injury caused by coughing in a 70-year-old woman who was treated with neoadjuvant chemotherapy. Abdominal computed tomography demonstrated an abdominal wall hematoma with active bleeding. However, angiography with selective embolization of the right inferior epigastric artery and the right internal mammary artery was performed successfully. Scheduled chemotherapy was discontinued over concerns of rebleeding and breast-conserving surgery was performed. When deciding on chemotherapy for older patients, attention should be paid to the various complications.
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Affiliation(s)
- Ik Beom Shin
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Wonshik Han
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Han-Byoel Lee
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Hong-Kyu Kim
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea
| | - Hyeong-Gon Moon
- Department of Surgery, Seoul National University College of Medicine, Seoul, Korea.
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Hoffmann AS, Hennigs A, Feisst M, Moderow M, Heublein S, Deutsch TM, Togawa R, Schäfgen B, Wallwiener M, Golatta M, Heil J, Riedel F. Impact of age on indication for chemotherapy in early breast cancer patients: results from 104 German institutions from 2008 to 2017. Arch Gynecol Obstet 2023; 308:219-229. [PMID: 36604331 DOI: 10.1007/s00404-022-06902-9] [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: 11/20/2022] [Accepted: 12/18/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE Today, the decision to treat patients with chemotherapy for early breast cancer (EBC) is made based on the patient's individual risk stratification and tumor biology. In cases with chemotherapy indication, the neoadjuvant application (NACT) is the preferred option in comparison with primary surgery and adjuvant chemotherapy (ACT). Age remains a relevant factor in the decision-making process. The aim of the present study was to illustrate the impact of age on the use of systemic therapy in clinical routine. METHODS The study separately analyzed chemotherapy use among six age cohorts of EBC patients who had been treated at 104 German breast units between January 2008 and December 2017. RESULTS In total, 124,084 patients were included, 46,279 (37.3%) of whom had received chemotherapy. For 44,765 of these cases, detailed information on treatment was available. Within this cohort, chemotherapy was administered as NACT to 14,783 patients (33.0%) and as ACT to 29,982 (67.0%) patients. Due to the higher prevalence of unfavorable tumor subtypes, younger patients had a higher rate of chemotherapy (≤ 29y: 74.2%; 30-39y: 71.3%) and a higher proportion of NACT administration ( ≤ 29y: 66.9%; 30-39y: 56.0%) in comparison with elderly patients, who had lower rates for overall chemotherapy (60-69y: 37.5%; ≥ 70y: 17.6%) and NACT (60-69y: 25.5%; ≥ 70y: 22.8%). Pathologic complete response was higher in younger than in older patients (≤ 29y: 30.4% vs. ≥ 70y: 16.7%), especially for HER2- subtypes. CONCLUSION The data from the nationwide German cohort reveal relevant age-dependent discrepancies concerning the use of chemotherapy for EBC.
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Affiliation(s)
- Ann Sophie Hoffmann
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
| | - André Hennigs
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
| | - Manuel Feisst
- Institute of Medical Biometry, Heidelberg University Hospital, Heidelberg, Germany
| | | | - Sabine Heublein
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
- National Center for Tumor Diseases, Heidelberg, Germany
| | - Thomas Maximilian Deutsch
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
| | - Riku Togawa
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
| | - Benedikt Schäfgen
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
| | - Markus Wallwiener
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
| | - Michael Golatta
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
- Heidelberg Breast Center at the St. Elisabeth Clinic, Heidelberg, Germany
| | - Jörg Heil
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany
- Heidelberg Breast Center at the St. Elisabeth Clinic, Heidelberg, Germany
| | - Fabian Riedel
- Department of Gynecology and Obstetrics, Heidelberg University Hospital, Im Neuenheimer Feld 440, 69120, Heidelberg, Germany.
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Marinopoulos S, Dimitrakakis C, Kalampalikis A, Zagouri F, Andrikopoulou A, Rodolakis A. Adjuvant Treatment of Elderly Breast Cancer Patients: Offer the Best Chances of Cure. Breast Care (Basel) 2022; 17:71-80. [PMID: 35355693 PMCID: PMC8914240 DOI: 10.1159/000513708] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 12/11/2020] [Indexed: 02/03/2023] Open
Abstract
Background Breast cancer remains the most common cancer in women and a leading cause of death. Elderly people have a higher incidence of breast cancer since it increases with age. Furthermore, the extended life expectancy and advances in imaging techniques have led to an increased number of cases. Guidelines concerning the management of this specific age group are rare, mainly due to underrepresentation of seniors in clinical trials. Moreover, increased frailty, comorbidities, and a poor performance status make it complex to determine the best therapeutic approach. Summary In this review, we attempt to summarize the current literature and aim to provide specific approaches and recommendations for prompt diagnosis, treatment, and management of breast cancer in the elderly. Key Messages The establishment of applicable protocols is imperative and efforts are being made in this direction. A careful geriatric assessment and adequate consultation should be the standard of care and patient's preferences should always be considered.
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Affiliation(s)
- Spyridon Marinopoulos
- Breast Unit, 1st Department of Obstetrics and Gynecology, National and Kapodistrian University of Athens, Alexandra Hospital, Athens, Greece,*Spyridon Marinopoulos, 1st Department of Obstetrics and Gynecology, National and Kapodistrian University of Athens, Alexandra Hospital, 80 V. Sofias Ave., GR–11528 Athens (Greece),
| | - Constantine Dimitrakakis
- Breast Unit, 1st Department of Obstetrics and Gynecology, National and Kapodistrian University of Athens, Alexandra Hospital, Athens, Greece
| | - Andreas Kalampalikis
- Breast Unit, 1st Department of Obstetrics and Gynecology, National and Kapodistrian University of Athens, Alexandra Hospital, Athens, Greece
| | - Flora Zagouri
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, Alexandra Hospital, Athens, Greece
| | - Angeliki Andrikopoulou
- Department of Clinical Therapeutics, National and Kapodistrian University of Athens, Alexandra Hospital, Athens, Greece
| | - Alexandros Rodolakis
- Breast Unit, 1st Department of Obstetrics and Gynecology, National and Kapodistrian University of Athens, Alexandra Hospital, Athens, Greece
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Reported Signs, Symptoms, and Diagnostic Tests Before Cardiotoxicity Among Women With Breast Cancer: A Pilot Study. J Cardiovasc Nurs 2022; 37:104-111. [PMID: 34369915 PMCID: PMC9070097 DOI: 10.1097/jcn.0000000000000848] [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] [Indexed: 01/03/2023]
Abstract
BACKGROUND Cardiotoxicity after cancer treatment is a potentially preventable life-threatening complication among women with breast cancer. There is no algorithm to identify women with breast cancer at risk of cardiotoxicity. OBJECTIVES We quantified signs and symptoms as well as selected laboratory values among women with breast cancer who developed cardiotoxicity. METHODS The clinical characteristics (n = 15) were collected from electronic health records. Spearman correlation coefficients and a nonparametric statistical test were used to analyze data. RESULTS Significant statistical differences were detected in the laboratory values comparing the first and second half of 6 months before cardiotoxicity including alanine aminotransferase (U/L) (30.67 ± 26.27 and 42.31 ± 35.65, respectively; P = .03, Cohen's d = 0.37). A negative correlation was found between estimated glomerular filtration rate and new onset of more than 1 sign or symptom (Spearman's ρ = -0.5, P = .06). CONCLUSIONS Investigating clinical characteristics before cardiotoxicity may determine the mechanism(s) and identify high-risk patients.
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Factors associated with falls in older women with breast cancer: the use of a brief geriatric screening tool in clinic. Breast Cancer Res Treat 2020; 184:445-457. [PMID: 32794062 DOI: 10.1007/s10549-020-05862-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2020] [Accepted: 08/06/2020] [Indexed: 10/23/2022]
Abstract
PURPOSE Unintentional falls and breast cancer are common among older women, but the associations between them are understudied. We aimed to identify factors associated with falls in older women with breast cancer. METHODS We retrospectively reviewed clinical records of older women with breast cancer at Duke Medical Center who had completed the Senior Adult Oncology Program geriatric assessment. Characteristics were compared between women had had at least one fall in the past year and those who did not. Pearson's Chi-square tests and t tests were used for comparison of groups' characteristics. Logistic regression determined factors associated with falling. RESULTS We identified 425 women, age 76.2 years (range 65-89 years), at the time of the assessment. 118 (27.8%) women reported a fall in the prior year. Age, race, ethnicity, and time since diagnosis (all p > 0.05) were similar between groups. In univariate analyses, metastatic disease (p = 0.023) and history of endocrine therapy (p = 0.042) were more common among women who fell. Women who fell had lower systolic (p = 0.001), diastolic (p < 0.001) blood pressures, and SpO2 (p = 0.018). Women who had fallen had a higher Charlson Comorbidity Index (CCI: p = 0.033), and were more likely to report using a walking aide (p < 0.001), nutritional issues (p = 0.006), and depression symptoms (p = 0.038). In multivariate analysis, falling was associated with low DBP (OR 0.93; p = 0.0017), low SpO2 (OR 0.79; p = 0.0169), a higher CCI (OR 1.23; p = 0.0076), and depression symptoms (OR 1.61; p = 0.039). CONCLUSIONS Among older women with breast cancer, depressive symptoms, higher comorbidity level, and vital sign measurements were associated with having fallen.
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Lee RM, Switchenko JM, Ho TB, Arciero CA, Bhave MA, Subhedar PD. Is Routine Recurrence Score Testing in Patients Older than 70 Years of Age Warranted? An Evaluation of the National Cancer Database After TAILORx. Ann Surg Oncol 2019; 26:3152-3158. [PMID: 31342377 PMCID: PMC6736707 DOI: 10.1245/s10434-019-07553-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Indexed: 11/18/2022]
Abstract
BACKGROUND Recurrence score (RS) testing in early-stage, ER-positive breast cancer is used to predict the benefit of adjuvant chemotherapy for disease recurrence and overall survival. TAILORx results decreased the ambiguity of "intermediate risk" RS by creating a binary classification system. We aimed to determine how women ≥ 70 years with intermediate RS were redistributed post-TAILORx and to identify predictors of low RS. METHODS Patients ≥ 70 years with early-stage, node-negative, ER-positive breast cancers in the National Cancer Database(2006-2014) were included. "Pre-TAILORx" RS were classified as low (0-17), intermediate (18-30), and high (> 30). "Post-TAILORx" RS were classified as low (0-25) and high (> 25). RESULTS In total, 14,925 women were included. Average age was 74 years. 60% (n = 9009) had low pre-TAILORx RS, 31% (n = 4635) intermediate, and 9% (n = 1281) high. Of 4635 patients with intermediate RS, 72% (n = 3660) were reclassified to low RS. Only 12% (n = 1783) of patients received chemotherapy. Of patients with pre-TAILORx intermediate RS who received chemotherapy, 55% (n = 417) would have been spared chemotherapy by being reclassified with low RS post-TAILORx. The strongest predictor of post-TAILORx low RS was tumor grade; 95% of well-differentiated had low RS, compared with 56% of poorly/undifferentiated tumors (p < 0.001). Smaller tumor size also was associated with low RS. Age was not associated with RS. CONCLUSIONS With post-TAILORx RS criteria, the vast majority of patients ≥ 70 years can be classified as low-risk and unlikely to benefit from chemotherapy. Given that the elderly have greater rates of chemotherapy-associated complications, reconsideration of routine RS testing in patients ≥ 70 years is warranted. Tumor grade and size also may inform the decision to omit RS testing.
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MESH Headings
- Aged
- Aged, 80 and over
- Antineoplastic Combined Chemotherapy Protocols/therapeutic use
- Biomarkers, Tumor/genetics
- Breast Neoplasms/drug therapy
- Breast Neoplasms/genetics
- Breast Neoplasms/metabolism
- Breast Neoplasms/pathology
- Chemotherapy, Adjuvant
- Databases, Factual
- Female
- Follow-Up Studies
- Gene Expression Profiling
- Humans
- Neoplasm Recurrence, Local/drug therapy
- Neoplasm Recurrence, Local/genetics
- Neoplasm Recurrence, Local/metabolism
- Neoplasm Recurrence, Local/pathology
- Practice Guidelines as Topic/standards
- Prognosis
- Receptor, ErbB-2/metabolism
- Receptors, Estrogen/metabolism
- Receptors, Progesterone/metabolism
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Affiliation(s)
- Rachel M Lee
- Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Jeffrey M Switchenko
- Winship Cancer Institute, Biostatistics and Bioinformatics Shared Resource, Emory University, Atlanta, GA, USA
| | - Tran B Ho
- Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Cletus A Arciero
- Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Manali A Bhave
- Department of Hematology and Medical Oncology, Winship Cancer Institute, Emory University, Atlanta, GA, USA
| | - Preeti D Subhedar
- Division of Surgical Oncology, Department of Surgery, Winship Cancer Institute, Emory University, Atlanta, GA, USA.
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