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Deep Learning Techniques for Quantification of Tumour Necrosis in Post-neoadjuvant Chemotherapy Osteosarcoma Resection Specimens for Effective Treatment Planning. ACTA INFORMATICA PRAGENSIA 2023. [DOI: 10.18267/j.aip.207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/08/2023] Open
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Sabatino V, Pignata A, Valentini M, Fantò C, Leonardi I, Campora M. Assessment and Response to Neoadjuvant Treatments in Breast Cancer: Current Practice, Response Monitoring, Future Approaches and Perspectives. Cancer Treat Res 2023; 188:105-147. [PMID: 38175344 DOI: 10.1007/978-3-031-33602-7_5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2024]
Abstract
Neoadjuvant treatments (NAT) for breast cancer (BC) consist in the administration of chemotherapy-more rarely endocrine therapy-before surgery. Firstly, it was introduced 50 years ago to downsize locally advanced (inoperable) BCs. NAT are now widespread and so effective to be used also at the early stage of the disease. NAT are heterogeneous in terms of therapeutic patterns, class of used drugs, dosage, and duration. The poly-chemotherapy regimen and administration schedule are established by a multi-disciplinary team, according to the stage of disease, the tumor subtype and the age, the physical status, and the drug sensitivity of BC patients. Consequently, an accurate monitoring of treatment response can provide significant clinical advantages, such as the treatment de-escalation in case of early recognition of complete response or, on the contrary, the switch to an alternative treatment path in case of early detection of resistance to the ongoing therapy. Future is going toward increasingly personalized therapies and the prediction of individual response to treatment is the key to practice customized care pathways, preserving oncological safety and effectiveness. To gain such goal, the development of an accurate monitoring system, reproducible and reliable alone or as part of more complex diagnostic algorithms, will be promising.
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Affiliation(s)
- Vincenzo Sabatino
- Breast Imaging Department, Santa Chiara Hospital, APSS, Trento, Italy.
| | - Alma Pignata
- Breast Center, Spedali Civili Hospital, ASST, Brescia, Italy
| | - Marvi Valentini
- Breast Imaging Department, Santa Chiara Hospital, APSS, Trento, Italy
| | - Carmen Fantò
- Breast Imaging Department, Santa Chiara Hospital, APSS, Trento, Italy
| | - Irene Leonardi
- Breast Imaging Department, Santa Chiara Hospital, APSS, Trento, Italy
| | - Michela Campora
- Pathology Department, Santa Chiara Hospital, APSS, Trento, Italy
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Zhou Y, Xu Y, Wang C, Gong Y, Zhang Y, Yao R, Li P, Zhu X, Bai J, Guan Y, Xia X, Yang L, Yi X, Sun Q. Serial circulating tumor DNA identification associated with the efficacy and prognosis of neoadjuvant chemotherapy in breast cancer. Breast Cancer Res Treat 2021; 188:661-673. [PMID: 34003409 DOI: 10.1007/s10549-021-06247-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Accepted: 04/27/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND Circulating tumor DNA (ctDNA) provides a promising noninvasive alternative to evaluate the efficacy of neoadjuvant chemotherapy (NCT) in breast cancer. METHODS Herein, we collected 63 tissue (aspiration biopsies and resected tissues) and 206 blood samples (baseline, during chemotherapy (Chemo), after chemotherapy (Post-Chemo), after operation (Post-Op), during follow-up) from 32 patients, and preformed targeted deep sequencing with a customed 1021-gene panel. RESULTS As the results, TP53 (43.8%) and PIK3CA (40.6%) were the most common mutant genes in the primary tumors. At least one tumor-derived mutation was detected in the following number of blood samples: 21, baseline; 3, Chemo; 9, Post-Chemo; and 5, Post-Op. Four patients with pathologic complete response had no tissue mutation in Chemo and Post-Chemo blood. Compared to patients with mutation-positive Chemo or Post-Chemo blood, the counterparts showed a superior primary tumor decrease (median, 86.5% versus 54.6%) and lymph involvement (median, 1 versus 3.5). All five patients with mutation-positive Post-Op developed distant metastases during follow-up, and the sensitivity of detecting clinically relapsed patients was 71.4% (5/7). The median DFS was 9.8 months for patients with mutation-positive Post-Op but not reached for the others (HR 23.53; 95% CI, 1.904-290.9; p < 0.0001). CONCLUSIONS Our study shows that sequential monitoring of blood ctDNA was an effective method for evaluating NCT efficacy and patient recurrence. Integrating ctDNA profiling into the management of LABC patients might improve clinical outcome. TRIAL REGISTRATION This prospective study recruited LABC patients at Peking Union Medical College Hospital (ClinicalTrials.gov Identifier: NCT02797652).
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Affiliation(s)
- Yidong Zhou
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, No.1 Shuaifu Garden, Dongcheng District, Beijing, 100010, China.
| | - Yaping Xu
- Geneplus-Beijing, Beijing, 102206, China
| | - Changjun Wang
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, No.1 Shuaifu Garden, Dongcheng District, Beijing, 100010, China
| | - Yuhua Gong
- Geneplus-Beijing, Beijing, 102206, China
| | | | - Ru Yao
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, No.1 Shuaifu Garden, Dongcheng District, Beijing, 100010, China
| | - Peng Li
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, No.1 Shuaifu Garden, Dongcheng District, Beijing, 100010, China
| | - Xiuli Zhu
- Geneplus-Beijing, Beijing, 102206, China
| | - Jing Bai
- Geneplus-Beijing, Beijing, 102206, China
| | | | | | - Ling Yang
- Geneplus-Beijing, Beijing, 102206, China
| | - Xin Yi
- Geneplus-Beijing, Beijing, 102206, China
| | - Qiang Sun
- Department of Breast Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, No.1 Shuaifu Garden, Dongcheng District, Beijing, 100010, China.
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Alawad AA, Ibrahim R, Nawara H, Kheder A, Abounozha S. Locally advanced breast cancer treated with neoadjuvant chemotherapy: Is breast-conserving surgery feasible? Ann Med Surg (Lond) 2020; 62:95-97. [PMID: 33520202 PMCID: PMC7819808 DOI: 10.1016/j.amsu.2020.12.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 12/16/2020] [Accepted: 12/20/2020] [Indexed: 11/24/2022] Open
Abstract
A best evidence topic has been constructed using a described protocol. The three-part question addressed was: is breast-conserving surgery feasible after neoadjuvant chemotherapy for locally advanced breast cancer? Using the reported search, 19 articles were found, out of these 6 studies were deemed to be suitable to answer the question. The outcomes assessed were local recurrence rate. The best evidence showed that breast conserving surgery is safe in terms of local recurrence.
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Affiliation(s)
- Awad Ali Alawad
- University of Medical Sciences and Technology, Khartoum, Sudan
| | | | - Hossam Nawara
- University Hospitals Plymouth NHS Trust, Plymouth, UK
| | - Adel Kheder
- University Hospital Southampton NHS Trust, Southampton, UK
| | - Sabry Abounozha
- Northumbria Healthcare NHS Foundation Trust, Northumbria, UK
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Kunnuru SKR, Thiyagarajan M, Martin Daniel J, Singh K B. A Study on Clinical and Pathological Responses to Neoadjuvant Chemotherapy in Breast Carcinoma. BREAST CANCER-TARGETS AND THERAPY 2020; 12:259-266. [PMID: 33262647 PMCID: PMC7686913 DOI: 10.2147/bctt.s277588] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 10/21/2020] [Indexed: 12/12/2022]
Abstract
Aim and objectives To assess the effectiveness of neo-adjuvant chemotherapy and its impact on the clinical and pathological response in locally advanced breast cancer. To compare molecular subtypes of breast cancer with response to neo-adjuvant chemotherapy. Patients and methods This was a prospective study on patients who received neoadjuvant chemotherapy for breast carcinoma for a 3-year period. A total of 60 patients who presented with locally advanced breast cancer (LABC) were treated with neoadjuvant chemotherapy. Forty patients were treated with the 5-fluorouracil, epirubicin, and cyclophosphamide (FEC) schedule, 16 patients were treated with Adriamycin and cyclophosphamide (AC), and four patients were treated with oral cyclophosphamide, intravenous methotrexate, and fluorouracil (CMF). Taxol was added in all node-positive cases, triple negative breast cancer (TNBC), and Her 2 positive cases. The clinical response was assessed with RECIST criteria after neoadjuvant chemotherapy. The response was compared with molecular subtypes of carcinoma breast and receptor status individually. Results A total of 60 female patients receiving primary chemotherapy for locally advanced breast malignancy were studied. The median age of the patients at the time of diagnosis was 44 years (range=24–73). In terms of menopausal status, 25 (42%) patients were pre-menopausal and 35 (58%) patients were post-menopausal. Histological classification showed invasive ductal carcinoma in 72% of patients, invasive lobular carcinoma in 15% of patients, and other types including mixed patterns in 13% of patients. Among 60 patients, 16 patients (26.6%) had clinically complete remission (cCR), 30 patients (50%) had partial remission, eight patients (13.3%) had stable disease, and six patients (10%) had progressive disease. Following neoadjuvant chemotherapy, 46 (76.6%) patient underwent Modified radical mastectomy surgery. Target therapy was given for Her2 neu patients after surgery. Hormonal therapy was added to hormone ER PR positive cases postoperatively. Eight patients (13.3%) among this operated cases attained complete pathological response. Conclusion Preoperative chemotherapy downstages the primary tumors and axillary metastasis in patients with locally advanced breast carcinoma. Comparison of molecular subtypes with chemotherapy response is a better way to find out the predictors of response to chemotherapy.
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Affiliation(s)
| | | | - Jovita Martin Daniel
- Medical Oncology Department, Sri Ramachandra Medical University, Chennai 600116, India
| | - Balaji Singh K
- General Surgery Department, Sri Ramachandra Medical University, Chennai 600116, India
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Vanderpuye V, Grover S, Hammad N, PoojaPrabhakar, Simonds H, Olopade F, Stefan DC. An update on the management of breast cancer in Africa. Infect Agent Cancer 2017; 12:13. [PMID: 28228841 PMCID: PMC5307840 DOI: 10.1186/s13027-017-0124-y] [Citation(s) in RCA: 100] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Accepted: 02/03/2017] [Indexed: 01/04/2023] Open
Abstract
Background There is limited information about the challenges of cancer management and attempts at improving outcomes in Africa. Even though South and North Africa are better resourceds to tackle the burden of breast cancer, similar poor prognostic factors are common to all countries. The five-year overall Survival rate for breast cancer patients does not exceed 60% for any low and middle-income country (LMIC) in Africa. In spite of the gains achieved over the past decade, certain characteristics remain the same such as limited availability of breast conservation therapies, inadequate access to drugs, few oncology specialists and adherence to harmful socio-cultural practices. This review on managing breast cancer in Africa is authored by African oncologists who practice or collaborate in Africa and with hands-on experience with the realities. Methods A search was performed via electronic databases from 1999 to 2016. (PubMed/Medline, African Journals Online) for all literature in English or translated into English, covering the terms “breast cancer in Africa and developing countries”. One hundred ninety were deemed appropriate. Results Breast tumors are diagnosed at earlier ages and later stages than in highincome countries. There is a higher prevalence of triple-negative cancers. The limitations of poor nursing care and surgery, inadequate access to radiotherapy, poor availability of basic and modern systemic therapies translate into lower survival rate. Positive strides in breast cancer management in Africa include increased adaptation of treatment guidelines, improved pathology services including immuno-histochemistry, expansion and upgrading of radiotherapy equipment across the continent in addition to more research opportunities. Conclusion This review is an update of the management of breast cancer in Africa, taking a look at the epidemiology, pathology, management resources, outcomes, research and limitations in Africa from the perspective of oncologists with local experience.
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Affiliation(s)
- V Vanderpuye
- National center for Radiotherapy and Nuclear Medicine, Korle-Bu Teaching Hospital, Accra, Ghana
| | - S Grover
- Hospital of University of Pennsylvania, Department of Radiation Oncology, (Botswana-UPENN program), 3400 Civic Center Blvd., Philadelphia, PA 19104 USA
| | - N Hammad
- Cancer Centre of Southeastern Ontario, Burr 2, Kingston General Hospital, 25 King Street W, Kingston, ON K7L 5P9 Canada
| | - PoojaPrabhakar
- University of Texas Southwestern Medical Center, Dallas, TX USA
| | - H Simonds
- Division of Radiation Oncology, Tygerberg Hospital/University of Stellenbosch, Tygerberg, South Africa
| | - F Olopade
- The University of Chicago, 5841 S Maryland Avenue, MC 2115, Chicago, IL 60637 USA
| | - D C Stefan
- Walter Sisulu University Nelson Mandela Dr, Nelson Mandela Drive, Mthatha, 5100 Eastern Cape South Africa
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Islami F, Lortet-Tieulent J, Okello C, Adoubi I, Mbalawa CG, Ward EM, Parkin DM, Jemal A. Tumor size and stage of breast cancer in Côte d'Ivoire and Republic of Congo - Results from population-based cancer registries. Breast 2015; 24:713-7. [PMID: 26371692 DOI: 10.1016/j.breast.2015.08.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Revised: 08/07/2015] [Accepted: 08/26/2015] [Indexed: 12/30/2022] Open
Abstract
PURPOSE Breast cancer is now the leading female cancer in sub-Saharan Africa, but there is relatively little information on breast cancer characteristics from this region. We studied, on a population basis, the size and stage of female breast cancer at diagnosis in Côte d'Ivoire and Republic of Congo. METHODS Data on tumor size and stage of breast cancer at diagnosis were collected by population-based cancer registries in Abidjan (the capital of Côte d'Ivoire; 141 cases) and Brazzaville (the capital of Republic of Congo; 139 cases) from a random group of female breast cancer cases that were diagnosed in 2008-2009 using the same protocol. RESULTS The majority of breast cancers in both countries were advanced cancers. In Côte d'Ivoire, 68% of tumors were ≥5 cm in diameter and 74% of cancers were stage III or IV at diagnosis; the corresponding proportions in Republic of Congo were 63% and 81%. CONCLUSION These results underscore the importance of increased awareness about early detection of breast cancer, as well as expansion of the capacity to provide appropriate diagnosis, treatment, and palliative care in sub-Saharan Africa.
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Affiliation(s)
- Farhad Islami
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, United States
| | - Joannie Lortet-Tieulent
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, United States
| | - Catherine Okello
- African Cancer Registry Network, INCTR African Registry Programme, Oxford, United Kingdom
| | - Innocent Adoubi
- Service de Cancérologie, Centre Hospitalier Universitaire de Treichville, Abidjan, Cote d'Ivoire
| | - Charles Gombé Mbalawa
- Service de Carcinologie et Radiothérapie, Centre Hospitalier Universitaire de Brazzaville, Brazzaville, Congo
| | - Elizabeth M Ward
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, United States
| | - D Maxwell Parkin
- African Cancer Registry Network, INCTR African Registry Programme, Oxford, United Kingdom; Clinical Trials Service Unit & Epidemiological Studies Unit, Nuffield Department of Public Health, University of Oxford, Oxford, United Kingdom.
| | - Ahmedin Jemal
- Surveillance and Health Services Research, American Cancer Society, Atlanta, GA, United States
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