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Cordeiro MR, Gante I, David D, Gomes A, Figueiredo-Dias M. Intramammary Tumor Location and Ipsilateral Lymphatic Spread in Early Breast Cancer Patients Using One-Step Nucleic Acid Amplification (OSNA) Assay. Breast J 2024; 2024:4864443. [PMID: 39742379 PMCID: PMC11567721 DOI: 10.1155/2024/4864443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2023] [Revised: 09/11/2024] [Accepted: 10/15/2024] [Indexed: 01/03/2025]
Abstract
Establishing an accurate prognosis for women diagnosed with breast cancer (BC) is extremely challenging. Axillary lymph node (ALN) evaluation is considered of major prognostic value. The one-step nucleic acid amplification (OSNA) assay is currently used for assessing axillary sentinel lymph node (SLN) status in BC. Additionally, total tumor load (TTL) may help predict further metastatic axillary involvement beyond the SLN. The prognostic value of primary BC location remains controversial due to lack of consensus on the biological differences among tumors at various sites. Evidence suggests that tumors in the internal quadrants (INLs) have worse prognosis compared to those in the external quadrants. Furthermore, ALN involvement is believed to be mainly associated with external quadrant tumors, mainly due to the lymphatic drainage system of the breast. This pilot observational study, despite lacking a control group and having a relatively small sample size, is the first to evaluate the potential relationship between primary BC location and ALN metastasis using the OSNA assay. A sample of consecutive BC patients undergoing axillary staging with the OSNA assay were included. Tumors were categorized into three groups based on primary location: external quadrants and axillary tail (EXL), INLs, and nipple and areola location (NAL). Although not statistically significant, the INL group exhibited a higher mean TTL. Additionally, no significant differences were observed between groups concerning SLN detection techniques, SLN status, number of metastatic SLN, or mean TTL. These findings support the use of the innovative tracer superparamagnetic iron oxide regardless of tumor site. This study underscores the importance of understanding the relationship between BC location and ALN status, which may improve prognostic stratification and targeted therapies based on tumor site. If these observations are confirmed in larger, multicentric studies, the potential conclusions may shift the paradigm of INL tumor treatment, significantly impacting clinical practice and research.
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Affiliation(s)
- Mariana Robalo Cordeiro
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
- University Clinic of Gynecology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Inês Gante
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
- University Clinic of Gynecology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Daniela David
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
| | - Ana Gomes
- Pathology Department, Coimbra University Hospital Center, Coimbra, Portugal
| | - Margarida Figueiredo-Dias
- Gynecology Department, Coimbra University Hospital Center, Coimbra, Portugal
- University Clinic of Gynecology, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
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Jung JJ, Cheun JH, Kim HK, Lee HB, Moon HG, Hwang KT, Han W. Comparison of long-term oncologic outcomes of central lumpectomy and conventional breast-conserving surgery for invasive breast cancer: propensity score matching analysis. Breast Cancer Res Treat 2024; 205:465-474. [PMID: 38526688 PMCID: PMC11101516 DOI: 10.1007/s10549-024-07297-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 02/11/2024] [Indexed: 03/27/2024]
Abstract
PURPOSE Central lumpectomy (CL) is a breast-conserving surgical (BCS) technique that involves excision of the nipple-areolar complex with breast tumor in centrally located breast cancers. We aimed to investigate the long-term clinical outcomes of CL in comparison with conventional BCS (cBCS). METHODS Patient records who underwent BCS with clear resection margins for invasive breast cancer between 2004 and 2018 were retrospectively reviewed. Of the total 6,533 patients, 106 (1.6%) underwent CL. Median follow-up duration was 73.4 months. 1:3 propensity score matching (PSM) and inverse probability of treatment weighting (IPTW) were used to minimize selection bias. RESULTS The CL group showed a significantly higher ipsilateral breast tumor recurrence (IBTR) rate than the cBCS group (10-year IBTR rate: 5.8% vs. 3.1%, p = 0.004), even after adjusting for other variables (hazard ratio (HR), 2.65; 95% confidence interval (CI), 1.07-6.60, p = 0.048). However, there were no significant differences observed in regional recurrence, distant metastasis, or overall survival rates between the two groups. Both PSM and IPTW analyses showed significantly higher IBTR in the CL group (PSM HR, 3.27; 95% CI, 0.94-11.36; p = 0.048 and IPTW HR, 4.66; 95%CI, 1.85-11.77; p < 0.001). Lastly, when analyzing 2,213 patients whose tumors were located within 3 cm of the nipple, the CL group showed a significantly higher IBTR than the cBCS group before and after PSM. CONCLUSION CL was associated with a higher rate of IBTR compared to cBCS, while other survival outcomes were comparable. For centrally located tumors, CL may be considered for patients preferring breast preservation. However, higher risk for IBTR should be informed and careful surveillance may be necessary during the early post-operative follow-up periods.
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Affiliation(s)
- Ji-Jung Jung
- Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Jong-Ho Cheun
- Department of Surgery, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Hong-Kyu Kim
- Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea
| | - Han-Byoel Lee
- Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea
| | - Hyeong-Gon Moon
- Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea
| | - Ki-Tae Hwang
- Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
- Department of Surgery, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul, Republic of Korea
| | - Wonshik Han
- Department of Surgery, Seoul National University College of Medicine, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Republic of Korea.
- Cancer Research Institute, Seoul National University, Seoul, Republic of Korea.
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Abdul Rahman H, Zaim SNN, Suhaimei US, Jamain AA. Prognostic Factors Associated with Breast Cancer-Specific Survival from 1995 to 2022: A Systematic Review and Meta-Analysis of 1,386,663 Cases from 30 Countries. Diseases 2024; 12:111. [PMID: 38920543 PMCID: PMC11203054 DOI: 10.3390/diseases12060111] [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: 04/09/2024] [Revised: 05/09/2024] [Accepted: 05/15/2024] [Indexed: 06/27/2024] Open
Abstract
Breast cancer is the fifth-ranked cancer globally. Despite early diagnosis and advances in treatment, breast cancer mortality is increasing. This meta-analysis aims to examine all possible prognostic factors that improve/deteriorate breast cancer-specific survival. MEDLINE, PubMed, ScienceDirect, Ovid, and Google Scholar were systematically searched until September 16, 2023. The retrieved studies from 1995 to 2022 accumulated 1,386,663 cases from 30 countries. A total of 13 out of 22 prognostic factors were significantly associated with breast cancer-specific survival. A random-effects model provided a pooled estimate of the top five poorest prognostic factors, including Stage 4 (HR = 12.12; 95% CI: 5.70, 25.76), followed by Stage 3 (HR = 3.42, 95% CI: 2.51, 4.67), a comorbidity index ≥ 3 (HR = 3.29; 95% CI: 4.52, 7.35), the poor differentiation of cancer cell histology (HR = 2.43; 95% CI: 1.79, 3.30), and undifferentiated cancer cell histology (HR = 2.24; 95% CI: 1.66, 3.01). Other survival-reducing factors include positive nodes, age, race, HER2-receptor positivity, and overweight/obesity. The top five best prognostic factors include different types of mastectomies and breast-conserving therapies (HR = 0.56; 95% CI: 0.44, 0.70), medullary histology (HR = 0.62; 95% CI: 0.53, 0.72), higher education (HR = 0.72; 95% CI: 0.68, 0.77), and a positive estrogen receptor status (HR = 0.78; 95% CI: 0.65, 0.94). Heterogeneity was observed in most studies. Data from developing countries are still scarce.
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Affiliation(s)
- Hanif Abdul Rahman
- PAPRSB Institute of Health Sciences, Universiti Brunei Darussalam, Tungku Link Road, Gadong BE1410, Brunei; (S.N.N.Z.); (U.S.S.); (A.A.J.)
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Zhygulin A, Fedosov A. Oncoplastic Breast Conservation for Central Tumors: Definition, Classification, and the Analysis of Single Institution Experience. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2024; 12:e5789. [PMID: 38712017 PMCID: PMC11073777 DOI: 10.1097/gox.0000000000005789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 03/12/2024] [Indexed: 05/08/2024]
Abstract
Background Tumors in the central part of the breast are usually considered more aggressive and technically difficult, which limits breast conservation. The definition of central tumors from a surgical point of view, classification of the techniques for partial breast reconstruction, and conceptual algorithm of choice based on tumor and breast characteristics are proposed, along with the estimation of surgical and oncological safety. Methods This is a retrospective analysis of the single-institution experience, with a focus on the decision-making process for choosing the oncoplastic breast-conserving surgery technique. To evaluate the safety of breast conservation for central tumors, a comparative analysis of early surgical complications and oncological long-term results of treatment in patients with central breast tumor location and other breast tumor locations was performed. Results A total of 940 lumpectomies were performed in 926 patients during 15 years. The central breast tumor location group included 128 patients with 130 lumpectomies (13.8%), and the other breast tumor locations group included 798 patients with 810 lumpectomies (86.2%). We did not find any significant differences in the rate of early surgical complications and involved margins, local and systemic recurrence rates, time to progression, or overall survival between the groups. Conclusions Oncoplastic breast-conserving surgery is a safe procedure for the treatment of central tumors. In our opinion, the proposed classification of partial breast reconstruction techniques and an algorithm of their choice allow for effective restoration of the breast shape and volume according to the parameters of the tumor, breast, surgeon, and patient preferences.
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Affiliation(s)
- Andrii Zhygulin
- From the Breast Center, LISOD Hospital of Israeli Oncology, Kyiv, Ukraine
| | - Artem Fedosov
- From the Breast Center, LISOD Hospital of Israeli Oncology, Kyiv, Ukraine
- Breast Unit, Innovacia Clinic, Kyiv, Ukraine
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Haghpanah S, Hosseini-Bensenjan M, Ramzi M, Khosravizadegan Z, Rezaianzadeh A. Investigating the trends of incidence rates of breast cancer in Southern Iran: a population based survey. BMC Womens Health 2023; 23:589. [PMID: 37950182 PMCID: PMC10638837 DOI: 10.1186/s12905-023-02757-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 11/01/2023] [Indexed: 11/12/2023] Open
Abstract
BACKGROUND The overall incidence of breast cancer is different all over the world and even within a nation. The present study aims to investigate the stratum-specific incidence trends of breast cancer in southern Iran. METHODS In this retrospective cohort study, the data of Fars Population-Based Cancer Registry was used during 2001-2018. New cancer cases with ICD-O-3 codes C50.0 to C50.9 were categorized based on age group, morphology, and topography. Age-specific incidence rates of breast cancer were calculated during 2001-2018. Annual overall and truncated age-standardized incidence rates and their 95% Confidence Intervals (CIs) were also calculated. Afterward, the Annual Percentage Changes (APCs) of the age-specific and age-standardized incidence rates of breast cancer during 2001-2018 were calculated using Joinpoint regression software. RESULTS An increasing trend was observed in the incidence of breast cancer among women during 2001-2018 (APC of age-standardized incidence rates: 9.5 (95% CI: 7.5, 11.5)).However, the trend was increasing less during the recent years. The APC of age-standardized rates decreased from 15.03 (95% CI: 10.4, 19.8) in 2007 to 6.15(95% CI: 4.0, 8.4) in 2018. The most common morphology of breast cancer was invasive ductal carcinoma (77.3% in females and 75.1% in males) and its trend was similar to the general trend of different types of breast cancer. The most common site of breast cancer was the upper outer quadrant. Most breast cancer cases were female and males accounted for 2.45% of the cases. Among females, 40-55 was the most prevalent age group. CONCLUSION The incidence of breast cancer among women living in southern Iran showed an increasing trend from 2001 to 2018. However, the rate of increase exhibited a milder slope during the more recent years. Based on the higher prevalence of breast cancer in the 40-55 age group observed in the present study, it offers valuable insight into the potential reduction of the breast cancer screening age from 50 to 40 years for healthy Iranian women. However, before implementing such a policy change, it is crucial to conduct additional studies that specifically examine the cost-effectiveness, as well as the potential benefits and risks associated with this alteration.
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Affiliation(s)
- Sezaneh Haghpanah
- Hematology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | | | - Mani Ramzi
- Hematology Research Center, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Zahra Khosravizadegan
- Fars Population‑Based Cancer Registry, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Abbas Rezaianzadeh
- Colorectal Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.
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Pourriahi R, Omranipour R, Alipour S, Hajimaghsoudi L, Mashoori N, Kenary AY, Motamedi M, Tavakol M, Mohammadzadeh M, Hessamiazar S, Shabani S, Mahmoodi F, Goodarzi MM, Eslami B. Clinical characteristics of breast cancer patients admitted to academic surgical wards in Tehran, Iran: an analytical cross-sectional study. BMC Womens Health 2023; 23:511. [PMID: 37743485 PMCID: PMC10518944 DOI: 10.1186/s12905-023-02637-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2023] [Accepted: 09/06/2023] [Indexed: 09/26/2023] Open
Abstract
BACKGROUND Breast cancer (BC) is the most commonly diagnosed cancer and the leading cause of cancer death among women. Knowledge of the clinical characteristics of BC in a population may be informative for disease prediction or diagnosis and for developing screening and diagnostic guidelines. This study aimed to evaluate the clinical characteristics of female patients with BC who were admitted to academic surgical wards in Tehran, Iran. METHODS In this cross-sectional study, demographic information and clinical characteristics of Iranian females with BC who had undergone breast surgery from 2017-2021 in four academic Breast Surgery Units were extracted from medical files and recorded via a pre-designed checklist. RESULTS A total of 1476 patients with a mean age of 48.03 (± 11.46) years were enrolled. Among them, 10.4% were aged less than 35. In younger patients, Triple-negative and Her2-enriched subtypes of BC were significantly higher compared to older ones. Overall, 85.7% of tumors were invasive ductal carcinoma, 43.3% were grade 2, 41.4% were located in the UOQ, and 65.2% had presented with mass palpation. The mean pathologic tumor size was 28.94 mm, and the most common subtype was luminal B. CONCLUSIONS Many characteristics of breast cancer in this study were similar to other countries and previous studies in Iran. However, a higher proportion of young BC compared with Western countries, and even with older studies in Iran, suggest a trend toward lower age for BC in recent years. These results indicate the need for preventive measures and screening in Iranian women at a younger age.
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Affiliation(s)
- Reza Pourriahi
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
| | - Ramesh Omranipour
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
- Department of Surgical Oncology, Tehran University of Medical Sciences, Tehran, Iran
| | - Sadaf Alipour
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
- Department of Surgery, Arash Women's Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Leila Hajimaghsoudi
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
- Department of Surgery, Shahid Madani Hospital, Alborz University of Medical Sciences, Karaj, Iran
| | - Negar Mashoori
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
| | - Adel Yazadnkhah Kenary
- Sina Trauma and Surgery Research Center, Tehran University of Medical Sciences, Tehran, Iran
| | - Mandana Motamedi
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
- Breast Cancer Research Center, Motamed Cancer Institute, ACECR, Tehran, Iran
| | - Mahsa Tavakol
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
| | - Mahta Mohammadzadeh
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
| | - Shiller Hessamiazar
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran
| | - Samira Shabani
- Department of Neurology, Tehranpars Hospital, Tehran, Iran
| | - Fatemeh Mahmoodi
- Fatemehzahra Hospital, Iran University of Medical Sciences, Tehran, Iran
| | | | - Bita Eslami
- Breast Diseases Research Center, Cancer Institute, Tehran University of Medical Sciences, Imam Khomeini Complex Hospital, 2nd Floor, Sadaf Building, Keshavraz Blvd, Tehran, 1419733141, Iran.
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Du W, Zhang L, Suh E, Lin D, Marcus C, Ozkan L, Ahuja A, Fernandez S, Shuvo II, Sadat D, Liu W, Li F, Chandrakasan AP, Ozmen T, Dagdeviren C. Conformable ultrasound breast patch for deep tissue scanning and imaging. SCIENCE ADVANCES 2023; 9:eadh5325. [PMID: 37506210 PMCID: PMC10382022 DOI: 10.1126/sciadv.adh5325] [Citation(s) in RCA: 25] [Impact Index Per Article: 12.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Accepted: 06/26/2023] [Indexed: 07/30/2023]
Abstract
Ultrasound is widely used for tissue imaging such as breast cancer diagnosis; however, fundamental challenges limit its integration with wearable technologies, namely, imaging over large-area curvilinear organs. We introduced a wearable, conformable ultrasound breast patch (cUSBr-Patch) that enables standardized and reproducible image acquisition over the entire breast with less reliance on operator training and applied transducer compression. A nature-inspired honeycomb-shaped patch combined with a phased array is guided by an easy-to-operate tracker that provides for large-area, deep scanning, and multiangle breast imaging capability. The in vitro studies and clinical trials reveal that the array using a piezoelectric crystal [Yb/Bi-Pb(In1/2Nb1/2)O3-Pb(Mg1/3Nb2/3)O3-PbTiO3] (Yb/Bi-PIN-PMN-PT) exhibits a sufficient contrast resolution (~3 dB) and axial/lateral resolutions of 0.25/1.0 mm at 30 mm depth, allowing the observation of small cysts (~0.3 cm) in the breast. This research develops a first-of-its-kind ultrasound technology for breast tissue scanning and imaging that offers a noninvasive method for tracking real-time dynamic changes of soft tissue.
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Affiliation(s)
- Wenya Du
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Lin Zhang
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Emma Suh
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Dabin Lin
- School of Opto-electronical Engineering, Xi’an Technological University, Xi’an 710021, China
| | - Colin Marcus
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Lara Ozkan
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Avani Ahuja
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Sara Fernandez
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, MA 02142, USA
| | | | - David Sadat
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Weiguo Liu
- School of Opto-electronical Engineering, Xi’an Technological University, Xi’an 710021, China
| | - Fei Li
- Electronic Materials Research Laboratory, School of Electronic Science and Engineering, Xi'an Jiaotong University, Xi'an 710049, China
| | - Anantha P. Chandrakasan
- Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Tolga Ozmen
- Division of Surgical Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, MA 02114, USA
| | - Canan Dagdeviren
- Media Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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Androulakis I, Sumser K, Machielse MND, Koppert L, Jager A, Nout R, Franckena M, van Rhoon GC, Curto S. Patient-derived breast model repository, a tool for hyperthermia treatment planning and applicator design. Int J Hyperthermia 2022; 39:1213-1221. [DOI: 10.1080/02656736.2022.2121862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022] Open
Affiliation(s)
- Ioannis Androulakis
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Kemal Sumser
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Melanie N. D. Machielse
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Linetta Koppert
- Department of Surgical Oncology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Agnes Jager
- Department of Medical Oncology, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Remi Nout
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Martine Franckena
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
| | - Gerard C. van Rhoon
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
- Department of Radiation Science and Technology, Delft University of Technology, Delft, The Netherlands
| | - Sergio Curto
- Department of Radiotherapy, Erasmus MC Cancer Institute, University Medical Center, Rotterdam, The Netherlands
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Wu J, Xie Z, Xiao Y, Wang B, Zhang P. Prognostic nomogram for female patients suffering from non-metastatic Her2 positive breast cancer: A SEER-based study. Medicine (Baltimore) 2022; 101:e30922. [PMID: 36221419 PMCID: PMC9543019 DOI: 10.1097/md.0000000000030922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 09/02/2022] [Indexed: 11/09/2022] Open
Abstract
This paper aimed at constructing and validating a novel prognostic nomogram, so that physicians forecast the overall survival (OS) rates of female patients suffering from non-metastatic human epidermal growth element receptor-2 (HER2) positive breast. Information of primary female her2 positive breast cancer patients without metastasis was obtained from the Surveillance, Epidemiology, and End Results (SEER) database with given inclusion and exclusion standards. Independent variables were obtained greatly by performing univariable and multivariate analyses. Based on those independent predictors, a novel prognostic nomogram was constructed for predicting the survival of those with 3- and 5-year OS. Then, concordance index (C-index), receiver operating characteristic curve (ROC), and calibration plot were adopted for the assessment of the predictive power of the nomogram. A total of 36,083 eligible patients were classified into a training cohort (n = 25,259) and a verification cohort (n = 10,824) randomly. According to the identification of multivariate analysis, survival was predicted by age at diagnosis, marital status, race, site, T stage, N stage, progesterone receptor (PR) status, estrogen receptor (ER) status, surgery, radiation, and chemotherapy independently. A nomogram was established by applying the training cohort. The nomogram displayed excellent discrimination and performance as indicated by the C-index (0.764, 95% confidence interval: 0.756-0.772), and the 3- and 5-year area under the curve of ROC (AUC) values (0.760 and 0.692 respectively). The calibration plots for forecasting the 3- and 5-year OS were in great agreement. The OS for female her2 positive breast cancer patients without metastasis was predicted by constructing a nomogram on basis of the SEER database. A precise survival prediction could be offered for each patient.
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Affiliation(s)
- Jiangwen Wu
- Pain Department Cancer Pain Specialty, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, Hubei Province, P.R. China
| | - Zhaomin Xie
- Department of Medical Oncology, The Cancer Hospital of Shantou University Medical College, Shantou, P.R. China
- Guangdong Provincial Key Laboratory for Breast Cancer Diagnosis and Treatment, Cancer Hospital of Shantou University Medical College, Shantou, P.R. China
| | - Yu Xiao
- Department of Dermatology, The Central Hospital of Xiaogan, Xiaogan Hospital Affiliated to Wuhan University of Science and Technology, Hubei, P.R. China
| | - Bingbing Wang
- Department of Pediatrics, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, Hubei Province, P.R. China
| | - Pengcheng Zhang
- Department of Thyroid and Breast Oncology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang, Hubei Province, P.R. China
- *Correspondence: Pengcheng Zhang, Department of Thyroid and Breast Oncology, Xiangyang No.1 People’s Hospital, Hubei University of Medicine, Xiangyang 441000, Hubei Province, P.R. China (e-mail: )
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10
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Fu WD, Wang XH, Lu KK, Lu YQ, Zhou JY, Huang QD, Guo GL. Real-world outcomes for Chinese breast cancer patients with tumor location of central and nipple portion. Front Surg 2022; 9:993263. [PMID: 36263089 PMCID: PMC9574339 DOI: 10.3389/fsurg.2022.993263] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 09/20/2022] [Indexed: 11/07/2022] Open
Abstract
Background The association between tumor location and breast cancer prognosis has been controversial. We sought to explore the relationship between tumors located in central and nipple portion (TCNP) and Chinese breast cancer. Patients and methods A total of 1,427 breast cancer patients were recruited. There were 328 cases of TCNP and 1,099 cases of tumors in the breast peripheral quadrant (TBPQ). The chi-square test was used to compare different variables between TCNP and TBPQ groups. A one-to-one propensity score matching (PSM) was applied to construct a matched sample consisting of pairs of TCNP and TBPQ groups. Kaplan–Meier curves were used for survival analysis of disease-free survival (DFS), breast cancer-specific survival (BCSS) and overall survival (OS). The Cox proportional hazards regression model was applied to identify prognostic risk factors. Results The median follow-up time was 58 months. Compared to TBPQ, TCNP patients had significantly larger tumor size, more frequent metastasis to lymph nodes (LN) and more proportions of TNM stage II–III. DFS, OS and BCSS rates were markedly lower in the TCNP group as compared to the TBPQ group before and after PSM (all p < 0.05). Multivariate Cox analysis showed that TCNP was an independent prognostic factor for breast cancer. Subgroup analysis indicated that for breast molecular subtypes and TNM stage II-III breast cancer, TCNP were related to worse prognosis. Multivariate logistic regression revealed that TCNP was an independent contributing factor for LN metastasis. Conclusion In Chinese breast cancer, compared to TBPQ, TCNP is associated with more LN metastasis and poorer prognosis.
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Affiliation(s)
- Wei-Da Fu
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Xiao-Hui Wang
- Department of Breast / Thyroid Surgery, Jinhua Municipal Central Hospital, Jinhua, China
| | - Kang-Kang Lu
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yi-Qiao Lu
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jie-Yu Zhou
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Qi-Di Huang
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China,Correspondence: Qi-Di Huang Gui-Long Guo
| | - Gui-Long Guo
- Department of Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China,Correspondence: Qi-Di Huang Gui-Long Guo
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Akanksha, Mishra SP, Kar AG, Karthik JS, Srivastava A, Khanna R, Meena RN. Expression of Poly(Adenosine Diphosphate-Ribose) Polymerase Protein in Breast Cancer. J Midlife Health 2022; 13:213-224. [PMID: 36950213 PMCID: PMC10025820 DOI: 10.4103/jmh.jmh_132_22] [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: 07/15/2022] [Revised: 09/09/2022] [Accepted: 09/19/2022] [Indexed: 01/28/2023] Open
Abstract
Background The use of poly(adenosine diphosphate-ribose) polymerase (PARP) inhibitors for breast cancer (BC) therapy is the subject of debate, and there is an urgent need to understand much the expression and prognostic role of the PARP1 protein. In this study, we have compared the expression of PARP between BC and benign breast disease (BBD) patients and also analyzed the association of PARP expression with clinicopathological parameters in BC. Methods The study consists of 30 patients with newly diagnosed operable BC who were planned for surgery without neoadjuvant chemotherapy and 15 patients of BBD as a control between 2019 and 2021. Immunohistochemical analyses were performed prospectively on tissue samples. Anti-human PARP1 rabbit polyclonal antibody gives strong nuclear positivity. Internal control was the adipose tissue and the BBD acted as the external control. PARP1 expression was evaluated using the multiplicative quickscore method. Results The mean age for BC patients was 51.30 ± 10.694 years (range: 25-75 years) while BBD was below 30 years. Overexpression of PARP was present in 25 (83.3%) and weak expression in 5 (16.7%) of BC patients compared to BBD, only 2 (13.3%) patients demonstrated an overexpression of PARP, and 13 (86.6%) patients showed weak expression which showed significant association (P < 0.001). In BC, nuclear PARP (nPARP) overexpression was seen in 22 (73.3%) patients and weak expression of nPARP in 8 (26.7%), whereas 5 (16.7%) patients showed cytoplasmic overexpression. On comparing expression of PARP with clinicopathological parameters, PARP overexpression was significantly associated with older population (age >50 years) (P = 0.002), postmenopausal women (P = 0.029), higher TNM stage (Stage II and III) (P = 0.014), higher histological grade (grade 2) (P = 0.043), and presence of lymphovascular invasion (P = 0.015). Enhanced PARP1 expression is closely correlated with positive estrogen receptor status (P = 0.001) and PR status (P = 0.001). Overall PARP and nPARP overexpression was significantly associated with ER- (P = 0.006 and P = 0.008) and PR-positive (P = 0.006 and P = 0.008) patients. The PARP and nPARP overexpression was significantly associated with nontriple-negative BC patients (P = 0.001 and P = 0.001). Conclusion We have not come across any study in the literature to compare PARP expression in BC and BBD patients. On the basis of our observations, we concluded that PARP overexpression is a poor prognostic marker in BC.
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Affiliation(s)
- Akanksha
- Department of General Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, UP, India
| | - Shashi Prakash Mishra
- Department of General Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, UP, India
| | - Amrita Ghosh Kar
- Department of Pathology, Institute of Medical Sciences, Banaras Hindu University, Varanasi, UP, India
| | - J. S. Karthik
- Department of General Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, UP, India
| | - Aviral Srivastava
- Department of General Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, UP, India
| | - Rahul Khanna
- Department of General Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, UP, India
| | - Ram Niwas Meena
- Department of General Surgery, Institute of Medical Sciences, Banaras Hindu University, Varanasi, UP, India
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12
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De novo metastatic lobular breast carcinoma: A population-based study from SEER database. Asian J Surg 2022; 45:2608-2617. [PMID: 35012851 DOI: 10.1016/j.asjsur.2021.12.036] [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: 10/02/2021] [Revised: 11/27/2021] [Accepted: 12/10/2021] [Indexed: 11/24/2022] Open
Abstract
PURPOSE Patients with metastatic lobular breast carcinoma constitute a heterogeneous group with distinguishing features. Our aim was to describe the features and survival of them, and further subdivide them into subcategories for prognostic stratification and treatment planning. PATIENTS AND METHODS Patients with de novo metastatic breast cancer from 2010 to 2018 were identified using the SEER database. Multivariate logistic regression analysis was conducted to calculate odds ratios. The within-pair difference was minimized by propensity score matching. Multiple comparisons based on Cox proportional hazards model were performed to investigate the interactions of M1 subcategory and treatment modality on survival. RESULTS A total of 1,675 patients with de novo metastatic lobular breast carcinoma were identified, they were more likely to have HR+/HER2- subtype, low histologic grade, low T/N stage, fewer metastatic sites, but worse prognosis compared with patients with metastatic ductular breast carcinoma. The M1 stage was subdivided into 3 subcategories with significantly different prognoses. The benefits of primary tumor surgery were more pronounced in M1a/b disease, whereas the benefits of chemotherapy increased with the progression of metastatic disease. CONCLUSION Patients with metastatic lobular breast carcinoma have unique clinicopathological characteristics and metastatic patterns. M1 subcategory assists prognosis stratification and treatment planning for such patients.
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Radeczky P, Moldvay J, Fillinger J, Szeitz B, Ferencz B, Boettiger K, Rezeli M, Bogos K, Renyi-Vamos F, Hoetzenecker K, Hegedus B, Megyesfalvi Z, Dome B. Bone-Specific Metastasis Pattern of Advanced-Stage Lung Adenocarcinoma According to the Localization of the Primary Tumor. Pathol Oncol Res 2021; 27:1609926. [PMID: 34629961 PMCID: PMC8496061 DOI: 10.3389/pore.2021.1609926] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 08/26/2021] [Indexed: 01/17/2023]
Abstract
Background: Patients with advanced-stage lung adenocarcinoma (LADC) often develop distant metastases in the skeletal system. Yet, the bone-specific metastasis pattern is still controversial. We, therefore, aimed to examine how the primary tumor location affects bone specificity and survival in LADC patients diagnosed with skeletal metastases. Methods: In total, 209 bone-metastatic Caucasian LADC patients from two thoracic centers were included in this study. Focusing on the specific location of primary tumors and bone metastatic sites, clinicopathological variables were included in a common database and analyzed retrospectively. Skeletal metastases were diagnosed according to the contemporary diagnostic guidelines and confirmed by bone scintigraphy. Besides region- and side-specific localization, primary tumors were also classified as central or peripheral tumors based on their bronchoscopic visibility. Results: The most common sites for metastasis were the spine (n = 103) and the ribs (n = 60), followed by the pelvis (n = 36) and the femur (n = 22). Importantly, femoral (p = 0.022) and rib (p = 0.012) metastases were more frequently associated with peripheral tumors, whereas centrally located LADCs were associated with humeral metastases (p = 0.018). Moreover, we deduced that left-sided tumors give rise to skull metastases more often than right-sided primary tumors (p = 0.018). Of note, however, the localization of the primary tumor did not significantly influence the type of affected bones. Multivariate Cox regression analysis adjusted for clinical parameters demonstrated that central localization of the primary tumor was an independent negative prognostic factor for overall survival (OS). Additionally, as expected, both chemotherapy and bisphosphonate therapy conferred a significant benefit for OS. Conclusion: The present study demonstrates unique bone-specific metastasis patterns concerning primary tumor location. Peripherally located LADCs are associated with rib and femoral metastases and improved survival outcomes. Our findings might contribute to the development of individualized follow-up strategies in bone-metastatic LADC patients and warrant further clinical investigations on a larger sample size.
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Affiliation(s)
- Peter Radeczky
- Department of Thoracic Surgery, National Institute of Oncology, Semmelweis University, Budapest, Hungary
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Judit Moldvay
- MTA-SE NAP, Brain Metastasis Research Group, Hungarian Academy of Sciences, Budapest, Hungary
- Department of Pulmonology, Semmelweis University, Budapest, Hungary
| | - Janos Fillinger
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Beata Szeitz
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, Budapest, Hungary
| | - Bence Ferencz
- Department of Thoracic Surgery, National Institute of Oncology, Semmelweis University, Budapest, Hungary
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Kristiina Boettiger
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Austria
| | - Melinda Rezeli
- Department of Biomedical Engineering, Lund University, Lund, Sweden
| | - Krisztina Bogos
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Ferenc Renyi-Vamos
- Department of Thoracic Surgery, National Institute of Oncology, Semmelweis University, Budapest, Hungary
- National Koranyi Institute of Pulmonology, Budapest, Hungary
| | - Konrad Hoetzenecker
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Austria
| | - Balazs Hegedus
- Department of Thoracic Surgery, Ruhrlandklinik, University Clinic Essen, Essen, Germany
- 2nd Department of Pathology, Semmelweis University, Budapest, Hungary
| | - Zsolt Megyesfalvi
- Department of Thoracic Surgery, National Institute of Oncology, Semmelweis University, Budapest, Hungary
- National Koranyi Institute of Pulmonology, Budapest, Hungary
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Austria
| | - Balazs Dome
- Department of Thoracic Surgery, National Institute of Oncology, Semmelweis University, Budapest, Hungary
- National Koranyi Institute of Pulmonology, Budapest, Hungary
- Department of Thoracic Surgery, Comprehensive Cancer Center, Medical University of Vienna, Austria
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Breast cancer larger than 2.5 cm with tumor-free radioisotope-hot sentinel nodes has higher risk of non-hot axillary lymph node metastasis. Biomed J 2021; 45:396-405. [PMID: 35562283 PMCID: PMC9250121 DOI: 10.1016/j.bj.2021.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 04/25/2021] [Accepted: 04/26/2021] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Sentinel lymph node biopsy (SLNB) is the standard axillary staging approach for early breast cancer with clinically negative axillary involvement. Adequate SLNB should include the removal of not only radioactive tracer-labeled lymph nodes (hot nodes or SLNs) but also suspicious unlabeled nodes (non-hot nodes or non-SLNs). However, the biopsy of non-hot nodes is highly dependent on the surgeons' experiences. This article aims to facilitate the surgeon's decision making by elucidating parameters that correlate with non-hot node metastasis. METHODS From 2013 to 2016, clinically node-negative (cN0) breast cancer patients receiving axillary SLNB using single Tc-99m tracer method at our institute were recruited. Patients were excluded if they had received prior neoadjuvant chemotherapy. Among them, cases that have at least one non-isotope-hot node biopsied were retrospectively reviewed with a particular focus on patients with pathologically negative isotope-hot SLNs. The correlation of clinicopathological data with metastasis to axillary lymph nodes and sentinel lymph nodes was analyzed with the Chi-squared test, Fisher's exact test, and multivariate logistic regression. Receiver operating curve (ROC) was applied for continuous variables that predicted non-hot node metastasis; relapse-free survival (RFS) and locoregional relapse-free survival (LRRFS) were compared by Kaplan-Meier analysis. RESULTS In 632 isotope-hot SLN negative patients, T stage showed a correlation with non-isotope-hot SLN metastasis (p = 0.035, odds ratio (OR) 9.65). Tumors larger than 2.5 cm best predict non-isotope-hot SLN metastasis (area under curve (AUC) = 0.71). With a median follow up of 41.80 months, locoregional relapse-free survival was significantly worse in cases with non-hot node metastasis (66.2% vs. 69.0%, p = 0.001). CONCLUSION In the setting of SLNB using single radioisotope tracer, non-hot node metastasis in cases with negative hot SLN still carries a higher locoregional recurrence rate (13.3%). For early breast cancer larger than 2.5 cm, removal of suspicious non-hot nodes should be included for a precision therapy.
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Akyurek M, Caragacianu D. Oncoplastic reconstruction of central lumpectomy defects using the medial pillar island flap. J Plast Reconstr Aesthet Surg 2021; 74:2863-2869. [PMID: 34011471 DOI: 10.1016/j.bjps.2021.03.102] [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: 09/05/2020] [Revised: 01/31/2021] [Accepted: 03/13/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE This report presents the medial pillar island flap technique of oncoplastic breast reconstruction of central defects that involve the nipple-areola complex. METHODS The procedure was performed in patients who presented with inferior pole redundancy using a vertical mammaplasty pattern. The flap was designed utilizing the territory of the lower pole as an island flap pedicled by the internal mammary artery perforators surrounded by the soft tissue of the medial pillar. RESULTS Eight patients underwent the procedure with a mean age of 57.6 years. Median breast cup size was D (range: from C to DDD). The mean body mass index was 37.3 kg/m2 (range: from 32.1 to 41.5). The size of the defect ranged from 64 to 150 cm3 (mean, 97.2). Concomitant opposite breast vertical reduction was performed in 6 cases. Flap survival was uneventful. Nipple reconstruction was performed 6 months after radiation treatment in 4 patients. No major complications were encountered. Two patients developed minor wound breakdown after nipple reconstruction. CONCLUSIONS The medial pillar island flap is presented as a safe and reliable option for the reconstruction of central partial mastectomy defects in patients with macromastia or breast ptosis. Internal mammary system provides predictable and robust flap viability while complete separation from the inframammary fold allows for unrestricted mobility. The procedure is designed with vertical scar mammaplasty, which results in a smooth contour to the lower pole. The flap allows for nipple reconstruction using well-vascularized skin paddle. The technique is offered as an alternative oncoplasty option for neoareolar reconstruction.
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Affiliation(s)
- Mustafa Akyurek
- Division of Plastic Surgery, The University of Massachusetts Medical School, Worcester, MA 01605, United States.
| | - Diana Caragacianu
- Surgical Oncology, The University of Massachusetts Medical School, Worcester, MA, United States
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Oprean CM, Negru SM, Popovici DI, Saftescu S, Han RA, Dragomir GM, Hoinoiu T, Dema A. Postmenopausal Breast Cancer in Women, Clinical and Epidemiological Factors Related to the Molecular Subtype: A Retrospective Cohort Study in a Single Institution for 13 Years. Follow-Up Data. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17238722. [PMID: 33255341 PMCID: PMC7727650 DOI: 10.3390/ijerph17238722] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Revised: 11/12/2020] [Accepted: 11/19/2020] [Indexed: 01/04/2023]
Abstract
This study focused on the characteristics of postmenopausal breast cancer in the population of southeastern Europe. This retrospective study explored the clinical, epidemiological, and molecular characteristics of women with postmenopausal breast cancer. MATERIAL AND METHODS A retrospective cohort study was performed on 721 postmenopausal breast cancer patients selected from the database of our institution. The data collected consisted of age, living environment, location of the breast tumor, stage of the disease, and molecular sub-type. Patient characteristics were collected based on a systematic chart audit from medical records. The data were analyzed using SPSS 20.0 and Pearson analysis. RESULTS The most frequent age range for breast cancer diagnosis was 51 to 70 years old. Most of the patients (80.7%) came from an urban environment. The vast majority of patients were initially diagnosed in stage II (40.3%) and III (30.3%). The most frequent molecular sub-types were luminal B (39%) and luminal A (35.4%). Almost half of the breast tumors were located in the upper outer quadrant (48.8%). CONCLUSIONS The results of this study describe the profile of patients in southeastern Europe within our institution diagnosed with postmenopausal breast cancer. In our study, patients were first diagnosed with more advanced stages of breast cancer compared with other European countries.
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Affiliation(s)
- Cristina Marinela Oprean
- Discipline of Morpho-pathology, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. No.2, 300041 Timişoara, Romania; (C.M.O.); (A.D.)
- Department of Oncology—ONCOMED Outpatient Unit, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania; (S.M.N.); (D.I.P.); (S.S.)
- Department of Oncology—ONCOHELP Hospital Timisoara, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania;
| | - Serban Mircea Negru
- Department of Oncology—ONCOMED Outpatient Unit, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania; (S.M.N.); (D.I.P.); (S.S.)
- Department of Oncology—ONCOHELP Hospital Timisoara, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania;
- Discipline of Oncology, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. No.2, 300041 Timişoara, Romania
| | - Dorel Ionel Popovici
- Department of Oncology—ONCOMED Outpatient Unit, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania; (S.M.N.); (D.I.P.); (S.S.)
- Department of Oncology—ONCOHELP Hospital Timisoara, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania;
- Discipline of Oncology, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. No.2, 300041 Timişoara, Romania
| | - Sorin Saftescu
- Department of Oncology—ONCOMED Outpatient Unit, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania; (S.M.N.); (D.I.P.); (S.S.)
- Department of Oncology—ONCOHELP Hospital Timisoara, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania;
- Discipline of Oncology, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. No.2, 300041 Timişoara, Romania
| | - Robert-Alexandru Han
- Department of Oncology—ONCOHELP Hospital Timisoara, Ciprian Porumbescu Street, No. 59, 300239 Timisoara, Romania;
| | - Gabriel-Mugurel Dragomir
- Department of Teaching Training—POLYTEHNICAL, University of Timisoara, 300223 Timisoara, Romania;
| | - Teodora Hoinoiu
- Department of Clinical Practical Skills, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. Nr.2, 300041 Timişoara, Romania
- Correspondence: ; Tel./Fax: +40-256-216510
| | - Alis Dema
- Discipline of Morpho-pathology, “Victor Babeş” University of Medicine and Pharmacy, Eftimie Murgu Sq. No.2, 300041 Timişoara, Romania; (C.M.O.); (A.D.)
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Konishi T, Fujiogi M, Michihata N, Morita K, Matsui H, Fushimi K, Tanabe M, Seto Y, Yasunaga H. Association between body mass index and localization of breast cancer: results from a nationwide inpatient database in Japan. Breast Cancer Res Treat 2020; 185:175-182. [PMID: 32949351 DOI: 10.1007/s10549-020-05934-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 09/05/2020] [Indexed: 11/27/2022]
Abstract
PURPOSE Although both localization of breast cancer and body mass index (BMI) are associated with prognosis, the association between localization of breast cancer and BMI remains unclear. This study aimed to investigate the association between localization of breast cancer and BMI at diagnosis. METHODS Patients who underwent surgery for stage 0-III breast cancer July 2010-March 2017 were identified retrospectively in a Japanese nationwide inpatient database. Multinomial logistic regression analyses adjusting for patient's age were conducted to compare the outcomes among five BMI groups: < 18.5 kg/m2 (n = 31,724; 9.3%), 18.5-24.9 kg/m2 (n = 218,244; 64.3%), 25.0-29.9 kg/m2 (n = 69,813; 20.6%), 30.0-34.9 kg/m2 (n = 16,052; 4.7%), and ≥ 35.0 kg/m2 (n = 3716; 1.1%). The outcomes were the quadrant and side of the breast where tumors were detected. RESULTS In total, about half of the patients had breast cancer in the upper-outer quadrant (49.7%) and in the left breast (51.1%). In the multinomial analysis, BMI ≥ 25.0 kg/m2 was associated with the occurrence of breast cancer in the upper-inner and lower-outer quadrants and in the central area, whereas BMI < 18.5 kg/m2 was associated with the occurrence of breast cancer in the central area only. The side of breast cancer did not differ significantly among the five BMI groups. CONCLUSIONS Localization of breast cancer was associated with BMI in this large nationwide cohort. The findings may benefit patients' self-checks and doctors' examinations, potentially resulting in early detection and treatment.
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Affiliation(s)
- Takaaki Konishi
- Department of Breast and Endocrine Surgery, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan. .,Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.
| | - Michimasa Fujiogi
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.,Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, 55 Fruit St, Boston, MA, 02114, USA
| | - Nobuaki Michihata
- Department of Health Services Research, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Kojiro Morita
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.,Department of Health Services, Faculty of Medicine, University of Tsukuba, 1-1-1 Ten-nodai, Tsukuba, Ibaraki, 305-8577, Japan
| | - Hiroki Matsui
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Kiyohide Fushimi
- Department of Health Policy and Informatics, Tokyo Medical and Dental University Graduate School, 1-5-45 Yushima, Bunkyo-ku, Tokyo, 113-8510, Japan
| | - Masahiko Tanabe
- Department of Breast and Endocrine Surgery, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Yasuyuki Seto
- Department of Breast and Endocrine Surgery, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan.,Department of Gastrointestinal Surgery, Graduate School of Medicine, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
| | - Hideo Yasunaga
- Department of Clinical Epidemiology and Health Economics, School of Public Health, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo, 113-8655, Japan
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Avşar Aydın E, Torun AR. 3D printed PLA/copper bowtie antenna for biomedical imaging applications. Phys Eng Sci Med 2020; 43:1183-1193. [PMID: 32865721 DOI: 10.1007/s13246-020-00922-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Accepted: 08/19/2020] [Indexed: 11/25/2022]
Abstract
This study aims to increase the performance of the microwave antenna by using 3D printed conductive substrates, which is mainly used in biomedical imaging applications. Conventional antennas such as Horn and Vivaldi have coarse dimensions to integrate into the microwave imaging systems. Therefore, 3D printed Bowtie antenna structures were developed, which yield low cost and smaller sizes. PLA, PLA/copper, and PLA/carbon substrates were produced with a 3D printer. These materials were tested in terms of their dielectric constants between 1 and 10 GHz. The conductive part of the antenna was copper, with a thickness of 0.8 mm, which was embedded in the substrate parts. The reflection coefficients of the antennas were tested within 0-3 GHz frequency range via miniVNA network analyzer. The results show that the 3D printed PLA/copper and PLA/carbon antenna are highly suitable for the usage in biomedical imaging systems.
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Affiliation(s)
- Emine Avşar Aydın
- Department of Aerospace Engineering, Adana Alparslan Türkeş Science and Technology University, Balcalı Mahallesi, Çatalan Caddesi No:201/1, 01250, Sarıçam, Adana, Turkey.
| | - Ahmet Refah Torun
- Department of Aerospace Engineering, Adana Alparslan Türkeş Science and Technology University, Balcalı Mahallesi, Çatalan Caddesi No:201/1, 01250, Sarıçam, Adana, Turkey
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Zhang M, Wu K, Zhang P, Wang M, Bai F, Chen H. Breast-Conserving Surgery is Oncologically Safe for Well-Selected, Centrally Located Breast Cancer. Ann Surg Oncol 2020; 28:330-339. [PMID: 32638169 DOI: 10.1245/s10434-020-08793-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2020] [Accepted: 06/06/2020] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The aim of this study was to evaluate the long-term survival outcomes of breast-conserving surgery (BCS) in centrally located breast cancer (CLBC) compared with mastectomy in CLBC and BCS in non-CLBC, based on the Surveillance, Epidemiology, and End Results (SEER) database. METHODS Female patients aged < 80 years with unilateral T1-T2 invasive ductal or lobular breast cancer undergoing BCS or mastectomy were enrolled. The differences in clinical-pathological characteristics were evaluated using Chi square tests. Multivariate logistic regression was used to measure the relationship between predictive variables and performing BCS in CLBC. Survival outcomes were estimated using the Kaplan-Meier method and compared using Cox proportional hazards models. To overcome the effects of baseline differences on survival outcome in patients treated with BCS in the central and upper-outer locations, a 1:1 ratio propensity score matching method was performed. RESULTS Overall, among 16,522 CLBC patients, 7982 cases (48.3%) underwent BCS between 1998 and 2015. Factors such as older age, Black race, invasive ductal carcinoma (IDC), grade I, small tumor size, none or limited lymph node metastasis, positive progesterone receptor status, and receiving chemotherapy were independently correlated with BCS. BCS was an independent favorable prognostic factor among CLBC patients, based on multivariate Cox analysis. It was also shown that CLBC had similar survival outcomes compared with tumors in the upper-outer quadrant, and had a better breast cancer-specific survival compared with tumors in the lower quadrants, based on multivariate Cox analysis. CONCLUSIONS BCS should be an acceptable and preferable alternative to mastectomy for well-selected, early-stage T1 or T2 CLBC.
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Affiliation(s)
- Mingdi Zhang
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, 419 Fangxie Road, Shanghai, 200011, China
| | - Kejin Wu
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, 419 Fangxie Road, Shanghai, 200011, China
| | - Peng Zhang
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, 419 Fangxie Road, Shanghai, 200011, China
| | - Maoli Wang
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, 419 Fangxie Road, Shanghai, 200011, China
| | - Fang Bai
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, 419 Fangxie Road, Shanghai, 200011, China
| | - Hongliang Chen
- Department of Breast Surgery, Obstetrics and Gynecology Hospital of Fudan University, 419 Fangxie Road, Shanghai, 200011, China.
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20
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Ultrasound-Guided Core-Needle Biopsy of Suspicious Breast Lesions. JOURNAL OF INTERDISCIPLINARY MEDICINE 2020. [DOI: 10.2478/jim-2020-0010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstract
Background: Breast cancer is the female cancer with the highest mortality. While early detection is a public health priority in Western European countries, a screening program in our country has yet to be implemented. The best diagnostic accuracy is achieved through the use of triple assessment: clinical examination, imaging, and core-needle biopsy where indicated. Prognosis is influenced by clinical, histological, and biological factors, and therapy is most effective when individually tailored.
Aim of the study: To analyze the clinical, histological, and immunohistochemical characteristics of the biopsied nodules and summarize our experience from the last three years.
Material and Methods: We retrospectively analyzed data from 137 patients who underwent core-needle biopsy between 2017 and 2019. Imaging score was assigned based on ultrasound examination or mammography. Clinical and pathological parameters were recorded, followed by statistical processing of the data.
Results: The mean age of the patients was 58 ± 14 years, lesions had a mean size of 22.83 ± 14.10 mm. Most nodules (n = 63, 47.01%) were located in the upper-outer quadrant, and bilateral presence was found in 4 (3.08%) cases. We found a significant positive correlation between lesion size and the patients’ age (Spearman r = 0.356; 95% CI 0.186, 0.506; p = 0.000). The malignancy rates within the Breast Imaging Reporting and Data System (BI-RADS) categories were as follows: 0% for „4a”, 31.58% for „4b”, 71.42% for „4c”, and 97.72% for „5”. Most malignancies (n = 73, 78.35%) were represented by invasive ductal carcinoma of no special type, 58.43% (n = 52) were grade 2, 89.13% (n = 82) were estrogen receptor positive, and Luminal B-like type was the most common (n = 63, 78.75%).
Conclusions: The mean size of tumors was larger than the average size at discovery described in the literature. In our region, age and tumor size are positively correlated. Preoperative histological results may indicate the reliability of the imaging risk stratification system. Most cases can benefit from adjuvant endocrine therapy.
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21
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Sisti A, Huayllani MT, Boczar D, Restrepo DJ, Spaulding AC, Emmanuel G, Bagaria SP, McLaughlin SA, Parker AS, Forte AJ. Breast cancer in women: a descriptive analysis of the national cancer database. ACTA BIO-MEDICA : ATENEI PARMENSIS 2020; 91:332-341. [PMID: 32420970 PMCID: PMC7569667 DOI: 10.23750/abm.v91i2.8399] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Accepted: 04/27/2019] [Indexed: 12/26/2022]
Abstract
Background and aim of the work: Breast cancer is the most common cancer in women in the United States. National Cancer Database (NCDB) is one of the largest tumor databases of the United States. This study aimed to evaluate the features of breast cancer in women from a large updated database. Methods: We describe and analyze the frequencies and percentages of the clinical and pathological features of women diagnosed with breast cancer registered in NCDB, in a period from 2004 to 2015. Results: A total of 2,423,875 women were diagnosed with breast cancer between 2004 and 2015. The nationally representative analysis demonstrated that the incidence of breast cancer among women increased over the years. Upper-outer quadrant was the most frequent primary tumor site, and the intraductal carcinoma was the most frequent histology. The prevalence of breast cancer increased with age. The most frequent grade at diagnosis was grade II. Broadly, invasive characteristics were noted more frequently in younger patients. Left and right breast were affected with almost the same frequency, with a slight predominance of the left breast. The most frequent surgical treatment was a partial mastectomy. Reconstruction with implant was the most frequent choice. Post-mastectomy radiation therapy was administered in the majority of patients. Conclusions: To the authors’ knowledge, the current study is the largest descriptive analysis to date on the clinical and pathological features of breast cancer in a population-based database. The increase in incidence over the years indicates an important need for etiologic research and innovative approaches to improve breast cancer prevention. (www.actabiomedica.it)
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Affiliation(s)
- Andrea Sisti
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, Florida, USA.
| | - Maria T Huayllani
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, Florida, USA.
| | - Daniel Boczar
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, Florida, USA.
| | - David J Restrepo
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, Florida, USA.
| | - Aaron C Spaulding
- Department of Health Sciences Research, Mayo Clinic, Jacksonville, Florida, USA.
| | | | | | | | - Alexander S Parker
- Office of Research Affairs, University of Florida, College of Medicine, Jacksonville, Florida, USA.
| | - Antonio J Forte
- Division of Plastic Surgery and Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Jacksonville, Florida.
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22
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Kakudji BK, Mwila PK, Burger JR, Du Plessis JM. Epidemiological, clinical and diagnostic profile of breast cancer patients treated at Potchefstroom regional hospital, South Africa, 2012-2018: an open-cohort study. Pan Afr Med J 2020; 36:9. [PMID: 32550972 PMCID: PMC7282612 DOI: 10.11604/pamj.2020.36.9.21180] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 02/19/2020] [Indexed: 12/09/2022] Open
Abstract
Introduction Breast cancer is the second most diagnosed cancer worldwide. We aimed to depict the diagnostic approach as well as the epidemiological and clinical profile of patients with breast cancer at Potchefstroom regional hospital, South Africa. Methods This descriptive open-cohort study included patients with primary invasive breast cancer, confirmed by histology results and treated at the hospital from 01 January 2012 to 31 December 2018. Data such as demographics, patient history, histology, breast clinical findings, physical mass description and diagnostic investigations were captured from hospital registries and patient files. Result One-hundred thirty-eight patients (mean age 56.2 (SD: 14.4) (95% CI 54.6-59.7) years) met inclusion criteria. Most patients were female (98.6%), from African (67.4%) or Caucasian (23.9%) descent. Findings included mostly left-sided breast involvement (51.8%), lesions in the upper-outer quadrant (43.1%), extensions to the skin (25.6%, N = 39), and tumour size of 2 ≤ 5 cm (49.3%), or > 5 cm (39.1%). Most patients (57.9%, N = 135) were categorised as BIRADS-5, with a ductal pattern (89.6%) (p < 0.01). Patients mostly presented in stages II to IV of disease (89.1%; p < 0.05). Late-stage (stages III-IV) at time of diagnosis (n = 84) was significantly associated with mass location (p = 0.006; Cramér's V = 0.280), tumour size (p < 0.001, Cramér's V = 0.239), and skin changes (p = 0.027, Cramér's V = 0.492). Conclusion Most patients consulted at a late-stage of the disease, indicating a need for the promotion of breast awareness campaigns, early detection, and timeous referral.
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Affiliation(s)
- Baudouin Kongolo Kakudji
- Potchefstroom Hospital, Potchefstroom, North West Province, South Africa.,Department of Surgery, School of Clinical Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
| | | | - Johanita Riétte Burger
- Medicine Usage in South Africa (MUSA), Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
| | - Jesslee Melinda Du Plessis
- Medicine Usage in South Africa (MUSA), Faculty of Health Sciences, North-West University, Potchefstroom, South Africa
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Han Y, Moore JX, Langston M, Fuzzell L, Khan S, Lewis MW, Colditz GA, Liu Y. Do breast quadrants explain racial disparities in breast cancer outcomes? Cancer Causes Control 2019; 30:1171-1182. [PMID: 31456108 DOI: 10.1007/s10552-019-01222-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2019] [Accepted: 08/16/2019] [Indexed: 02/01/2023]
Abstract
PURPOSE Tumors of the inner quadrants of the breast are associated with poorer survival than those of the upper-outer quadrant. It is unknown whether racial differences in breast cancer outcomes are modified by breast quadrant, in addition to comparisons among Asian subgroups. METHODS Using the Surveillance, Epidemiology, and End Results database, we analyzed data among women diagnosed with non-metastatic invasive breast cancer between 1990 and 2014. We performed Cox proportional hazards regression models to assess the associations of race with breast cancer-specific survival and overall survival, stratified by breast quadrants. The models were adjusted for age, year of the diagnosis, tumor size, grade, histological type, tumor laterality, lymph node, estrogen receptor, progesterone receptor, and treatments. RESULTS Among 454,154 patients (73.0% White, 10.0% Black, 7.8% Asian/PI, and 9.2% Hispanic), 54.3% had tumors diagnosed in the upper-outer quadrant of the breast. Asian/PI women were more likely than White to have tumors diagnosed in the nipple/central portion of the breast and were less likely to have diagnosed in the upper-outer quadrant (P < 0.001), despite a similar distribution of breast quadrant between Black, Hispanic, and White women. Compared with White women, the multivariable-adjusted hazard ratios of breast cancer-specific mortality were 1.41 (95% CI 1.37-1.44) in Black women, 0.82 (95% CI 0.79-0.85) in Asian women, and 1.05 (95% CI 1.02-1.09) in Hispanic women. Among Asian subgroups, Japanese American women had a lower risk of breast cancer-specific mortality (HR = 0.68, 95% CI 0.62-0.74) compared with White women. Overall survival was similar to breast cancer-specific survival in each race group. The race-associated risks did not vary significantly by breast quadrants for breast cancer-specific mortality and all-cause mortality. CONCLUSIONS Differences in breast cancer survival by race could not be attributed to tumor locations. Understanding the cultural, biological, and lifestyle factors that vary between White, African American, and ethnic subgroups of Asian American women may help explain these survival differences.
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Affiliation(s)
- Yunan Han
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA.,Department of Breast Surgery, First Hospital of China Medical University, Shenyang, Liaoning, China
| | - Justin Xavier Moore
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA.,Division of Epidemiology, Department of Population Health Sciences, Augusta University, Augusta, GA, USA
| | - Marvin Langston
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA.,Division of Research, Kaiser Permanente, Northern California, Oakland, CA, 94612, USA
| | - Lindsay Fuzzell
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA.,Department of Health Outcomes & Behavior, H. Lee Moffitt Cancer Center, Tampa, FL, USA
| | - Saira Khan
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA.,Epidemiology Program, College of Health Sciences, University of Delaware, Newark, DE, USA
| | - Marquita W Lewis
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA
| | - Graham A Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA.,Alvin J. Siteman Cancer Center, Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA
| | - Ying Liu
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Ave, Campus Box 8100, St. Louis, MO, 63110, USA. .,Alvin J. Siteman Cancer Center, Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA.
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24
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Dihge L, Ohlsson M, Edén P, Bendahl PO, Rydén L. Artificial neural network models to predict nodal status in clinically node-negative breast cancer. BMC Cancer 2019; 19:610. [PMID: 31226956 PMCID: PMC6588854 DOI: 10.1186/s12885-019-5827-6] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2018] [Accepted: 06/12/2019] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Sentinel lymph node biopsy (SLNB) is standard staging procedure for nodal status in breast cancer, but lacks therapeutic benefit for patients with benign sentinel nodes. For patients with positive sentinel nodes, individualized surgical strategies are applied depending on the extent of nodal involvement. Preoperative prediction of nodal status is thus important for individualizing axillary surgery avoiding unnecessary surgery. We aimed to predict nodal status in clinically node-negative breast cancer and identify candidates for SLNB omission by including patient-related and pathological characteristics into artificial neural network (ANN) models. METHODS Patients with primary breast cancer were consecutively included between January 1, 2009 and December 31, 2012 in a prospectively maintained pathology database. Clinical- and radiological data were extracted from patient's files and only clinically node-negative patients constituted the final study cohort. ANN-based models for nodal prediction were constructed including 15 risk variables for nodal status. Area under the receiver operating characteristic curve (AUC) and Hosmer-Lemeshow goodness-of-fit test (HL) were used to assess performance and calibration of three predictive ANN-based models for no lymph node metastasis (N0), metastases in 1-3 lymph nodes (N1) and metastases in ≥ 4 lymph nodes (N2). Linear regression models for nodal prediction were calculated for comparison. RESULTS Eight hundred patients (N0, n = 514; N1, n = 232; N2, n = 54) were included. Internally validated AUCs for N0 versus N+ was 0.740 (95% CI = 0.723-0.758); median HL was 9.869 (P = 0.274), for N1 versus N0, 0.705 (95% CI = 0.686-0.724; median HL: 7.421; P = 0.492) and for N2 versus N0 and N1, 0.747 (95% CI = 0.728-0.765; median HL: 9.220; P = 0.324). Tumor size and vascular invasion were top-ranked predictors of all three end-points, followed by estrogen receptor status and lobular cancer for prediction of N2. For each end-point, ANN models showed better discriminatory performance than multivariable logistic regression models. Accepting a false negative rate (FNR) of 10% for predicting N0 by the ANN model, SLNB could have been abstained in 27.25% of patients with clinically node-negative axilla. CONCLUSIONS In this retrospective study, ANN showed promising result as decision-supporting tools for estimating nodal disease. If prospectively validated, patients least likely to have nodal metastasis could be spared SLNB using predictive models. TRIAL REGISTRATION Registered in the ISRCTN registry with study ID ISRCTN14341750 . Date of registration 23/11/2018. Retrospectively registered.
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Affiliation(s)
- Looket Dihge
- Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden.,Department of Plastic and Reconstructive Surgery, Skåne University Hospital, Malmö, Sweden
| | - Mattias Ohlsson
- Department of Astronomy and Theoretical Physics, Division of Computational Biology and Biological Physics, Lund University, Lund, Sweden
| | - Patrik Edén
- Department of Astronomy and Theoretical Physics, Division of Computational Biology and Biological Physics, Lund University, Lund, Sweden
| | - Pär-Ola Bendahl
- Department of Clinical Sciences Lund, Division of Oncology and Pathology, Lund University, Lund, Sweden
| | - Lisa Rydén
- Department of Clinical Sciences Lund, Division of Surgery, Lund University, Lund, Sweden. .,Department of Surgery, Skåne University Hospital, SE-221 85, Lund, Sweden.
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25
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Ji F, Xiao WK, Yang CQ, Yang M, Zhang LL, Gao HF, Lin YF, Zhu T, Cheng MY, Li WP, Pan WJ, Zhuang XS, Wang K. Tumor location of the central and nipple portion is associated with impaired survival for women with breast cancer. Cancer Manag Res 2019; 11:2915-2925. [PMID: 31040717 PMCID: PMC6461001 DOI: 10.2147/cmar.s186205] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Background Tumor location in the breast varies, with the highest frequency in the upper outer quadrant and lowest frequency in the lower inner quadrant. Nevertheless, tumors in the central and nipple portion (TCNP) are poorly studied types of breast cancer; therefore, we aimed to clarify the clinicopathological characteristics and prognostic features of TCNP. Methods Using the Surveillance, Epidemiology, and End Results database, we identifed 105,037 patients diagnosed with tumor in the breast peripheral quadrant (TBPQ) (n=97,046) or TCNP (n=7,991). The chi-squared test was used to compare categorical variables across TCNP and TBPQ. Cox proportional hazard models with hazard ratios were applied to estimate the factors associated with prognosis. Results The median follow-up was over 43 months. Compared with TBPQ, TCNP patients were signifcantly older (age ≥66 years: 40.4% vs 34.1%, P<0.001), with larger tumor sizes (>20 mm size: 46.9% vs 37.3%, P<0.001), higher proportions of TNM stage II–III (18.6% vs 9.9%, P<0.001), and more mastectomies (58.1% vs 37.8%, P<0.001). The breast cancer-specifc survival (BCSS)/overall survival (OS) rate was signifcantly worse for TCNP than for TBPQ. Multivariate Cox analysis showed a higher hazard ratios for TCNP over TBPQ (BCSS: hazard ratios =1.160, P=0.005, 95% CI: 1.046–1.287; OS: hazard ratios =1.301, P<0.001, 95% CI: 1.211–1.398). A subgroup analysis revealed inferior outcomes for TCNP in TNM stage II–III and breast subtype subgroup. Multivariate logistic regression indicated that TCNP was an independent contributing factor to LN metastasis. Conclusions TCNP was associated with older age, larger tumor size, higher TNM stage, and lymph node metastasis. Compared with TBPQ, TCNP had adverse impacts on BCSS and OS.
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Affiliation(s)
- Fei Ji
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Wei-Kai Xiao
- Department of Breast Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, P.R. China
| | - Ci-Qiu Yang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Mei Yang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Liu-Lu Zhang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Hong-Fei Gao
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Yu-Feng Lin
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Teng Zhu
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Min-Yi Cheng
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Wei-Ping Li
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Wei-Jun Pan
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Xiao-Sheng Zhuang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
| | - Kun Wang
- Department of Breast Cancer, Cancer Center, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou 510080, P. R. China,
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26
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Shechter S, Friedman O, Inbal A, Arad E, Menes T, Barsuk D, Gur E, Barnea Y. Oncoplastic partial breast reconstruction improves patient satisfaction and aesthetic outcome for central breast tumours. ANZ J Surg 2019; 89:536-540. [DOI: 10.1111/ans.15078] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Revised: 12/15/2018] [Accepted: 12/21/2018] [Indexed: 01/01/2023]
Affiliation(s)
- Shirley Shechter
- Department of Plastic and Reconstructive SurgeryTel‐Aviv Sourasky Medical Center Tel Aviv Israel
| | - Or Friedman
- Department of Plastic and Reconstructive SurgeryTel‐Aviv Sourasky Medical Center Tel Aviv Israel
| | - Amir Inbal
- Department of Plastic and Reconstructive SurgeryTel‐Aviv Sourasky Medical Center Tel Aviv Israel
| | - Ehud Arad
- Department of Plastic and Reconstructive SurgeryTel‐Aviv Sourasky Medical Center Tel Aviv Israel
| | - Tehillah Menes
- The Breast Health CenterTel‐Aviv Sourasky Medical Center, Affiliated with the Sackler Faculty of Medicine, Tel‐Aviv University Tel‐Aviv Israel
| | - Daphna Barsuk
- General SurgeryAssuta Medical Center Tel Aviv Israel
| | - Eyal Gur
- Department of Plastic and Reconstructive SurgeryTel‐Aviv Sourasky Medical Center Tel Aviv Israel
| | - Yoav Barnea
- Department of Plastic and Reconstructive SurgeryTel‐Aviv Sourasky Medical Center Tel Aviv Israel
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27
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Siotos C, McColl M, Psoter K, Gilmore RC, Sebai ME, Broderick KP, Jacobs LK, Irwin S, Rosson GD, Habibi M. Tumor Site and Breast Cancer Prognosis. Clin Breast Cancer 2018; 18:e1045-e1052. [DOI: 10.1016/j.clbc.2018.05.007] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2018] [Accepted: 05/22/2018] [Indexed: 10/16/2022]
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28
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Desai AA, Hoskin TL, Day CN, Habermann EB, Boughey JC. Effect of Primary Breast Tumor Location on Axillary Nodal Positivity. Ann Surg Oncol 2018; 25:3011-3018. [PMID: 29968027 DOI: 10.1245/s10434-018-6590-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Indexed: 01/09/2023]
Abstract
BACKGROUND Variables such as tumor size, histology, and grade, tumor biology, presence of lymphovascular invasion, and patient age have been shown to impact likelihood of nodal positivity. The aim of this study is to determine whether primary location of invasive disease within the breast is associated with nodal positivity. PATIENTS AND METHODS Patients with invasive breast cancer undergoing axillary staging from 2010 to 2014 were identified from the National Cancer Data Base. Rates of axillary nodal positivity by primary tumor locations were compared, and multivariable analysis performed using logistic regression to control for factors known to impact nodal positivity. RESULTS A total of 599,722 patients met inclusion criteria. Likelihood of nodal positivity was greatest with primary tumors located in the nipple (43.8%), followed by multicentric disease (40.8%), central breast lesions (39.4%), and axillary tail lesions (38.4%). Tumor location remained independently associated with nodal positivity on multivariable analysis adjusting for variables known to affect nodal positivity with odds ratio 2.8 for tumors in the nipple [95% confidence interval (CI) 2.5-3.1], 2.2 for central breast (95% CI: 2.2-2.3), and 2.7 for axillary tail (95% CI: 2.4-2.9). When restricted to patients with clinically negative nodes (n = 430,949), a similar association was seen. CONCLUSION Patients with invasive breast cancer located in the nipple, central breast, and axillary tail have the highest risk of positive axillary lymph nodes independent of patient age, tumor grade, biologic subtype, histology, and size. This should be considered along with other factors in preoperative counseling and decision-making regarding plans for axillary lymph node staging.
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Affiliation(s)
- Amita A Desai
- Department of Surgery, Mayo Clinic Rochester, 200 First Street Southwest, Rochester, MN, 55905, USA
| | - Tanya L Hoskin
- Department of Health Science Research, Mayo Clinic Rochester, Rochester, MN, 55905, USA
| | - Courtney N Day
- Department of Health Science Research, Mayo Clinic Rochester, Rochester, MN, 55905, USA
| | - Elizabeth B Habermann
- Department of Surgery, Mayo Clinic Rochester, 200 First Street Southwest, Rochester, MN, 55905, USA.,The Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic Rochester, Rochester, MN, 55905, USA
| | - Judy C Boughey
- Department of Surgery, Mayo Clinic Rochester, 200 First Street Southwest, Rochester, MN, 55905, USA.
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29
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Gou ZC, Liu XY, Xiao Y, Zhao S, Jiang YZ, Shao ZM. Decreased survival in patients with carcinoma of axillary tail versus upper outer quadrant breast cancers: a SEER population-based study. Cancer Manag Res 2018; 10:1133-1141. [PMID: 29795985 PMCID: PMC5958946 DOI: 10.2147/cmar.s165291] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Carcinoma of the axillary tail of Spence (CATS) is a poorly studied type of breast cancer. The clinicopathological characteristics and prognostic features of CATS are unclear. Methods Using the Surveillance, Epidemiology, and End Results database, we identified 149,026 patients diagnosed with upper outer quadrant breast cancer (UOBC) (n=146,343) or CATS (n=2,683). The median follow-up was 88 months. The primary and secondary outcomes were breast cancer-specific survival (BCSS) and overall survival. The survival outcomes of UOBC and CATS were compared using competing risks analysis, log-rank test, Cox proportional hazards regression model, and propensity score matching method. Multivariate logistic regression was utilized to present the relationship between CATS and lymph node (LN) metastasis. Results CATS presented a higher grade, higher negative hormone receptor rate, and more positive nodal metastasis. The 10-year BCSS rate was worse for CATS than for UOBC (85.1% vs 87.3%, P=0.001). The multivariate Cox analysis showed a higher hazard ratio (HR) for CATS over UOBC (BCSS: HR =1.20, P=0.001; overall survival: HR =1.11, P=0.019). The difference in the BCSS was also observed in a 1:1 matched cohort (BCSS P=0.019). A subgroup analysis revealed the inferior outcomes of CATS in the metastatic LN subgroup and the hormone receptor-negative subgroup. The multivariate logistic regression indicated that CATS is an independent contributing factor to LN metastasis. Conclusion CATS had distinct clinicopathological characteristics and was more likely associated with LN metastasis. Compared to UOBC, CATS had adverse impacts on BCSS.
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Affiliation(s)
- Zong-Chao Gou
- Department of Breast Surgery, Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Xi-Yu Liu
- Department of Breast Surgery, Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Yi Xiao
- Department of Breast Surgery, Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Shen Zhao
- Department of Breast Surgery, Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Yi-Zhou Jiang
- Department of Breast Surgery, Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China
| | - Zhi-Ming Shao
- Department of Breast Surgery, Cancer Institute, Fudan University Shanghai Cancer Center, Shanghai, People's Republic of China.,Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, People's Republic of China.,Institutes of Biomedical Sciences, Fudan University, Shanghai, People's Republic of China
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Merckel LG, Verburg E, van der Velden BHM, Loo CE, van den Bosch MAAJ, Gilhuijs KGA. Eligibility of patients for minimally invasive breast cancer therapy based on MRI analysis of tumor proximity to skin and pectoral muscle. Breast J 2017; 24:501-508. [PMID: 29286193 DOI: 10.1111/tbj.12984] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2016] [Revised: 11/11/2016] [Accepted: 11/16/2017] [Indexed: 11/26/2022]
Abstract
There is growing interest in minimally invasive breast cancer therapy. Eligibility of patients is, however, dependent on several factors related to the tumor and treatment technology. The aim of this study is to assess the proportion of patients eligible for minimally invasive breast cancer therapy for different safety and treatment margins based on breast tumor location. Patients with invasive ductal cancer were selected from the MARGINS cohort. Semiautomatic segmentation of tumor, skin, and pectoral muscle was performed in Magnetic Resonance images. Shortest distances of tumors to critical organs (ie, skin and pectoral muscle) were calculated. Proportions of eligible patients were determined for different safety and treatment margins. Three-hundred-forty-eight patients with 351 tumors were included. If a 10 mm safety margin to skin and pectoral muscle is required without treatment margin, 72.3% of patients would be eligible for minimally invasive treatment. This proportion decreases to 45.9% for an additional treatment margin of 5 mm. Shortest distances between tumors and critical organs are larger in older patients and in patients with less aggressive tumor subtypes. If a 10 mm safety margin to skin and pectoral muscle is required, more than two-thirds of patients would be eligible for minimally invasive breast cancer therapy.
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Affiliation(s)
- Laura G Merckel
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Erik Verburg
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands.,Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands.,MIRA - Institute for Biomedical Technology and Technical Medicine, University of Twente, Enschede, The Netherlands
| | - Bas H M van der Velden
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands.,Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Claudette E Loo
- Department of Radiology, The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | | | - Kenneth G A Gilhuijs
- Department of Radiology, University Medical Center Utrecht, Utrecht, The Netherlands.,Image Sciences Institute, University Medical Center Utrecht, Utrecht, The Netherlands
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31
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Song H, Li Y, Men A. Microwave breast cancer detection using time-frequency representations. Med Biol Eng Comput 2017; 56:571-582. [PMID: 28836083 DOI: 10.1007/s11517-017-1712-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2016] [Accepted: 08/09/2017] [Indexed: 11/25/2022]
Abstract
Microwave-based breast cancer detection has been proposed as a complementary approach to compensate for some drawbacks of existing breast cancer detection techniques. Among the existing microwave breast cancer detection methods, machine learning-type algorithms have recently become more popular. These focus on detecting the existence of breast tumours rather than performing imaging to identify the exact tumour position. A key component of the machine learning approaches is feature extraction. One of the most widely used feature extraction method is principle component analysis (PCA). However, it can be sensitive to signal misalignment. This paper proposes feature extraction methods based on time-frequency representations of microwave data, including the wavelet transform and the empirical mode decomposition. Time-invariant statistics can be generated to provide features more robust to data misalignment. We validate results using clinical data sets combined with numerically simulated tumour responses. Experimental results show that features extracted from decomposition results of the wavelet transform and EMD improve the detection performance when combined with an ensemble selection-based classifier.
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Affiliation(s)
- Hongchao Song
- School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China.
| | - Yunpeng Li
- Department of Electrical and Computer Engineering, McGill University, Montréal, QC, Canada
| | - Aidong Men
- School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing, China
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Yang J, Tang S, Zhou Y, Qiu J, Zhang J, Zhu S, Lv Q. Prognostic implication of the primary tumor location in early-stage breast cancer: focus on lower inner zone. Breast Cancer 2017; 25:100-107. [PMID: 28822078 DOI: 10.1007/s12282-017-0797-5] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2017] [Accepted: 08/09/2017] [Indexed: 02/05/2023]
Abstract
BACKGROUND The aim of this study was to investigate the prognostic significance of tumor location of lower inner zone (LIZ) on the survival of patients with early-stage breast cancer. METHODS We retrospectively identified 961 breast cancer patients from Jan 2000 to Apr 2016 from hospital database. We evaluated overall survival (OS) and disease-free survival (DFS) in patients with tumors in and outside LIZ. Subgroup analyses were performed according to clinicopathological characteristics and treatment strategies. RESULTS A total of 838 cases were finally included. Patients with tumor location of LIZ showed significantly lower survival rates than tumors in other sites in terms of DFS (p = 0.028) but not OS (p = 0.106). When stratified into subgroups, tumors in LIZ retained a significant worse prognosis in DFS in patients with HER-2-negative, high ki-67 expression breast cancers, those who received neoadjuvant chemotherapy, axillary nodal negative patients, and patients with lymphovascular invasion. Univariate and multivariate analyses suggested that tumor location of LIZ was an independent prognostic factor for DFS (p = 0.022). CONCLUSIONS Our results suggested that tumor location of LIZ was an independent adverse prognostic factor for DFS in patients with early-stage breast cancer. Multicenter studies with larger sample size are needed to confirm the conclusion and anatomical experiments are desired to elaborate the mechanism.
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Affiliation(s)
- Jiqiao Yang
- Department of Breast Surgery, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, 610041, People's Republic of China
| | - Shenli Tang
- Department of Breast Surgery, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, 610041, People's Republic of China
| | - Yuting Zhou
- Department of Breast Surgery, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, 610041, People's Republic of China
| | - Juanjuan Qiu
- Department of Breast Surgery, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, 610041, People's Republic of China
| | - Juying Zhang
- Department of Epidemiology and Biostatistics, West China School of Public Health, Sichuan University, No. 17, Section 3, South Renmin Road, Chengdu, 610041, People's Republic of China
| | - Sui Zhu
- Department of Epidemiology and Biostatistics, West China School of Public Health, Sichuan University, No. 17, Section 3, South Renmin Road, Chengdu, 610041, People's Republic of China
| | - Qing Lv
- Department of Breast Surgery, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, 610041, People's Republic of China.
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Koleck TA, Bender CM, Sereika SM, Ryan CM, Ghotkar P, Brufsky AM, Jankowitz RC, McAuliffe PF, Clark BZ, Conley YP. Associations between pathologic tumor features and preadjuvant therapy cognitive performance in women diagnosed with breast cancer. Cancer Med 2017; 6:339-348. [PMID: 28083945 PMCID: PMC5313647 DOI: 10.1002/cam4.964] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Revised: 09/27/2016] [Accepted: 10/23/2016] [Indexed: 12/13/2022] Open
Abstract
Intertumor heterogeneity has been proposed as a potential mechanism to account for variability in cognitive performance in women diagnosed with breast cancer. The purpose of this study was to explore associations between variation in pathologic tumor features (PTFs) and variability in preadjuvant therapy cognitive performance in postmenopausal women newly diagnosed with early-stage breast cancer. Participants (N = 329) completed a comprehensive battery of neuropsychological tests to evaluate cognitive performance after primary surgery but prior to initiation of adjuvant anastrozole±chemotherapy. PTF data were abstracted from medical records. Robust multiple linear regression models were fit to estimate associations between individual PTFs and the cognitive function composite domain scores. All models controlled for age, estimated intelligence, and levels of depressive symptoms, anxiety, fatigue, and pain. Diagnosis of a HER2-positive tumor contributed to poorer verbal (b = -0.287, P = 0.018), visual (b = -0.270, P = 0.001), and visual working (b = -0.490, P < 0.001) memory performance compared to diagnosis of a HER2-negative tumor. Similarly, as HER2 immunohistochemistry classification score increased, verbal (b = -0.072, P = 0.093), visual (b = -0.081, P = 0.003), and visual working (b = -0.170, P < 0.001) memory performance score decreased. Associations with performance were also noted between location, focality/centricity, hormone receptor expression, cellular proliferation (i.e., Ki67), and Oncotype DX® Breast Cancer Assay Recurrence Score® .) Our results suggest that certain PTFs related to more aggressive tumor phenotypes or inferior breast cancer prognosis may be implicated in poorer preadjuvant therapy cognitive performance. Follow-up studies that include a cognitive assessment before primary surgery should be conducted to further delineate the role of intertumor heterogeneity on cognitive performance.
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Affiliation(s)
- Theresa A. Koleck
- University of Pittsburgh School of NursingPittsburghPennsylvania
- Columbia University School of NursingNew YorkNew York
| | | | - Susan M. Sereika
- University of Pittsburgh School of NursingPittsburghPennsylvania
- Departments of Biostatistics and EpidemiologyUniversity of Pittsburgh Graduate School of Public HealthPittsburghPennsylvania
| | - Christopher M. Ryan
- Department of PsychiatryUniversity of California San FranciscoSan FranciscoCalifornia
- Department of PsychiatryUniversity of PittsburghPittsburghPennsylvania
| | - Puja Ghotkar
- University of Pittsburgh School of NursingPittsburghPennsylvania
| | - Adam M. Brufsky
- Division of Hematology/OncologyMagee‐Womens Hospital of UPMCPittsburghPennsylvania
- University of Pittsburgh Cancer InstitutePittsburghPennsylvania
- University of Pittsburgh School of MedicinePittsburghPennsylvania
| | - Rachel C. Jankowitz
- University of Pittsburgh Cancer InstitutePittsburghPennsylvania
- University of Pittsburgh School of MedicinePittsburghPennsylvania
- Magee‐Womens Hospital of UPMCCancerCenterPittsburghPennsylvania
| | - Priscilla F. McAuliffe
- University of Pittsburgh Cancer InstitutePittsburghPennsylvania
- University of Pittsburgh School of MedicinePittsburghPennsylvania
- Division of Breast Surgical OncologyMagee‐Womens Hospital of UPMCPittsburghPennsylvania
| | - Beth Z. Clark
- University of Pittsburgh School of MedicinePittsburghPennsylvania
- Division of Gynecologic PathologyMagee‐Womens Hospital of UPMCPittsburghPennsylvania
| | - Yvette P. Conley
- University of Pittsburgh School of NursingPittsburghPennsylvania
- Department of Human GeneticsUniversity of Pittsburgh Graduate School of Public HealthPittsburghPennsylvania
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Microwave breast cancer detection via cost-sensitive ensemble classifiers: Phantom and patient investigation. Biomed Signal Process Control 2017. [DOI: 10.1016/j.bspc.2016.09.003] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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36
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Maxwell AJ, Clements K, Dodwell DJ, Evans AJ, Francis A, Hussain M, Morris J, Pinder SE, Sawyer EJ, Thomas J, Thompson A. The radiological features, diagnosis and management of screen-detected lobular neoplasia of the breast: Findings from the Sloane Project. Breast 2016; 27:109-15. [PMID: 27060553 DOI: 10.1016/j.breast.2016.03.004] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Revised: 03/15/2016] [Accepted: 03/16/2016] [Indexed: 12/21/2022] Open
Abstract
OBJECTIVES To investigate the radiological features, diagnosis and management of screen-detected lobular neoplasia (LN) of the breast. MATERIALS AND METHODS 392 women with pure LN alone were identified within the prospective UK cohort study of screen-detected non-invasive breast neoplasia (the Sloane Project). Demography, radiological features and diagnostic and therapeutic procedures were analysed. RESULTS Non-pleomorphic LN (369/392) was most frequently diagnosed among women aged 50-54 and in 53.5% was at the first screen. It occurred most commonly on the left (58.0%; p = 0.003), in the upper outer quadrant and confined to one site (single quadrant or retroareolar region). No bilateral cases were found. The predominant radiological feature was microcalcification (most commonly granular) which increased in frequency with increasing breast density. Casting microcalcification as a predominant feature had a significantly higher lesion size compared to granular and punctate patterns (p = 0.034). 326/369 (88.3%) women underwent surgery, including 17 who underwent >1 operation, six who had mastectomy and six who had axillary surgery. Two patients had radiotherapy and 15 had endocrine treatment. Pleomorphic lobular carcinoma in situ (23/392) presented as granular microcalcification in 12; four women had mastectomy and six had radiotherapy. CONCLUSION Screen-detected LN occurs in relatively young women and is predominantly non-pleomorphic and unilateral. It is typically associated with granular or punctate microcalcification in the left upper outer quadrant. Management, including surgical resection, is highly variable and requires evidence-based guideline development.
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Affiliation(s)
- Anthony J Maxwell
- Nightingale Centre and Genesis Prevention Centre, University Hospital of South Manchester, M23 9LT, UK; Centre for Imaging Sciences, Institute of Population Health, University of Manchester, M13 9PT, UK.
| | - Karen Clements
- Screening Quality Assurance Service West Midlands, Public Health England, 1st Floor, 5 St Philip's Place, Birmingham B3 2PW, UK
| | - David J Dodwell
- Institute of Oncology, Level 4 - Bexley Wing, St James's University Hospital, Beckett Street, Leeds LS9 7TF, UK
| | - Andrew J Evans
- Centre for Oncology and Molecular Medicine, Division of Medical Sciences, University of Dundee, Level 6, Ninewells Hospital, Dundee DD1 9SY, UK
| | - Adele Francis
- Department of Breast Surgery, Nuffield House, Queen Elizabeth Hospital, Edgbaston, Birmingham B15 2TH, UK
| | - Monuwar Hussain
- Screening Quality Assurance Service West Midlands, Public Health England, 1st Floor, 5 St Philip's Place, Birmingham B3 2PW, UK
| | - Julie Morris
- Department of Medical Statistics, Education and Research Centre, University Hospital of South Manchester, M23 9LT, UK; Centre for Biostatistics, Institute of Population Health, University of Manchester, M13 9PT, UK
| | - Sarah E Pinder
- Research Oncology, Guy's Hospital, King's College, London SE1 9RT, UK
| | - Elinor J Sawyer
- Research Oncology, Guy's Hospital, King's College, London SE1 9RT, UK
| | - Jeremy Thomas
- Department of Pathology, Western General Hospital, Crewe Road South, Edinburgh EH4 2XU, UK
| | - Alastair Thompson
- Department of Breast Surgical Oncology, University of Texas MD Anderson Cancer Center, 1400 Pressler Street, Houston, TX 77030, USA
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Haddad SM, Omidi E, Flynn LE, Samani A. Comparative biomechanical study of using decellularized human adipose tissues for post-mastectomy and post-lumpectomy breast reconstruction. J Mech Behav Biomed Mater 2016; 57:235-45. [DOI: 10.1016/j.jmbbm.2015.12.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2015] [Revised: 11/30/2015] [Accepted: 12/07/2015] [Indexed: 01/10/2023]
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Xu M, Li J, Liu S, Wang S, Wang W, Li F, Liu T, Yu J. Different methods for target volume delineation of glandular breast tissue following breast-conserving surgery in breast cancer: A comparative study. Oncol Lett 2015; 10:625-630. [PMID: 26622544 DOI: 10.3892/ol.2015.3358] [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: 07/25/2014] [Accepted: 02/23/2015] [Indexed: 11/05/2022] Open
Abstract
The present study aimed to investigate an optimal and feasible method for delineating the target volume of glandular breast tissue following breast-conserving surgery. A total of 15 patients who underwent radiotherapy following breast-conserving surgery were recruited into the study. Clinical target volume was delineated by the following three methods based on computed tomography (CT): Anatomical landmarks (CTVan), breast palpation (CTVpa) and CT scan images (CTVgl). The target volume, degree of inclusion (DI) and conformal index (CI) defined by these methods were compared. The difference was significant between CTVan and CTVgl, and CTVpa and CTVgl (P<0.0001). The CI between CTVan and CTVpa was 0.644±0.122, significantly higher than that between CTVan and CTVgl (0.264±0.108; P<0.0001) or between CTVpa and CTVgl (0.328±0.115; P<0.0001). The DI of CTVpa in CTVan was 0.890±0.08 and the opposite was 0.709±0.144, while that of DI of CTVgl in CTVan or CTVpa was 0.994±0.005 and 0.989±0.008, respectively. The boundary difference between CTVan and CTVpa was 3.35±7.23, 5.57±13.37, 1.75±11.62 and 11.25±4.07 mm for the medial, lateral, cephalic and caudal boundaries, respectively. A significant difference was observed in the target volume of the breast defined by the three methods. The target volume defined by CTVgl was significantly smaller than that identified by the other two methods. Overall, the combination of palpation marks and anatomical landmarks to define the contouring scope of the breast was indicated to be a relatively rational method for delineating the target volume of the breast.
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Affiliation(s)
- Min Xu
- Shandong University School of Medicine, Jinan, Shandong, P.R. China ; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
| | - Jianbin Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
| | - Shanshan Liu
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
| | - Suzhen Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
| | - Wei Wang
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
| | - Fengxiang Li
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
| | - Tonghai Liu
- Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
| | - Jinming Yu
- Shandong University School of Medicine, Jinan, Shandong, P.R. China ; Department of Radiation Oncology, Shandong Cancer Hospital and Institute, Jinan, Shandong, P.R. China
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Dosimetric variations in permanent breast seed implant due to patient arm position. Brachytherapy 2015; 14:979-85. [DOI: 10.1016/j.brachy.2015.09.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2015] [Revised: 09/17/2015] [Accepted: 09/17/2015] [Indexed: 12/25/2022]
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Zhang X, Jaffer S, Bleiweiss IJ, Nayak A. The clinical significance of internal mammary lymph node (IMLN) biopsy during autologous reconstruction in breast cancer patients. Breast Cancer Res Treat 2015; 153:565-72. [DOI: 10.1007/s10549-015-3569-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2015] [Accepted: 09/07/2015] [Indexed: 10/23/2022]
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Rummel S, Hueman MT, Costantino N, Shriver CD, Ellsworth RE. Tumour location within the breast: Does tumour site have prognostic ability? Ecancermedicalscience 2015; 9:552. [PMID: 26284116 PMCID: PMC4531129 DOI: 10.3332/ecancer.2015.552] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2015] [Indexed: 11/06/2022] Open
Abstract
Introduction Tumour location within the breast varies with the highest frequency in the upper outer quadrant (UOQ) and lowest frequency in the lower inner quadrant (LIQ). Whether tumour location is prognostic is unclear. To determine whether tumour location is prognostic, associations between tumour site and clinicopathological characteristics were evaluated. Materials and Methods All patients enrolled in the Clinical Breast Care Project whose tumour site—UOQ, upper inner quadrant (UIQ), central, LIQ, lower outer quadrant (LOQ)—was determined by a single, dedicated breast pathologist were included in this study. Patients with multicentric disease (n = 122) or tumours spanning multiple quadrants (n = 381) were excluded from further analysis. Clinicopathological characteristics were analysed using chi-square tests for univariate analysis with multivariate analysis performed using principal components analysis (PCA) and multiple logistic regression. Significance was defined as P < 0.05. Results Of the 980 patients with defined tumour location, 30 had bilateral disease. Tumour location in the UOQ (51.5%) was significantly higher than in the UIQ (15.6%), LOQ (14.2%), central (10.6%), or LIQ (8.1%). Tumours in the central quadrant were significantly more likely to have higher tumour stage (P = 0.003) and size (P < 0.001), metastatic lymph nodes (P < 0.001), and mortality (P = 0.011). After multivariate analysis, only tumour size and lymph node status remained significantly associated with survival. Conclusions Evaluation of tumour location as a prognostic factor revealed that although tumours in the central region are associated with less favourable outcome, these associations are not independent of location but rather driven by larger tumour size. Tumours in the central region are more difficult to detect mammographically, resulting in larger tumour size at diagnosis and thus less favourable prognosis. Together, these data demonstrate that tumour location is not an independent prognostic factor.
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Affiliation(s)
- Seth Rummel
- Clinical Breast Care Project, Windber Research Institute, Windber, Pennsylvania 15963, USA
| | - Matthew T Hueman
- Clinical Breast Care Project, Murtha Cancer Centre, Walter Reed National Military Medical Centre, Bethesda, Maryland 20889, USA
| | - Nick Costantino
- Clinical Breast Care Project, Windber Research Institute, Windber, Pennsylvania 15963, USA
| | - Craig D Shriver
- Clinical Breast Care Project, Murtha Cancer Centre, Walter Reed National Military Medical Centre, Bethesda, Maryland 20889, USA
| | - Rachel E Ellsworth
- Clinical Breast Care Project, Murtha Cancer Centre, Walter Reed National Military Medical Centre, Bethesda, Maryland 20889, USA
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Moustafa A, Fakhr I. Outcome of different oncoplastic surgical (OPs) techniques for centrally located breast cancer (CLBC). J Egypt Natl Canc Inst 2014; 26:203-9. [DOI: 10.1016/j.jnci.2014.10.003] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2014] [Revised: 10/07/2014] [Accepted: 10/22/2014] [Indexed: 10/24/2022] Open
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Bao J, Yu KD, Jiang YZ, Shao ZM, Di GH. The effect of laterality and primary tumor site on cancer-specific mortality in breast cancer: a SEER population-based study. PLoS One 2014; 9:e94815. [PMID: 24740002 PMCID: PMC3989248 DOI: 10.1371/journal.pone.0094815] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2014] [Accepted: 03/20/2014] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Reduced overall survival has been observed in patients with left-sided versus right-sided breast cancer due to cardiac toxicity after radiotherapy. However, the effect of laterality and primary tumor site on breast cancer-specific mortality (BCSM) remains unclear. PATIENTS AND METHODS We analyzed data from 305,443 women ages 20- to 79-years-old diagnosed with breast cancer between 1990 and 2009. The data were obtained from the population-based Surveillance, Epidemiology, and End Results (SEER) program of the U.S. National Cancer Institute. The survival outcomes with regard to laterality and primary tumor site were compared using univariate and multivariate (Cox proportional hazards regression model) methods. RESULTS In the multivariate analysis, BCSM was affected by the primary tumor site (P<0.0001) but not laterality (P = 0.331). The combined effect was piecewise: using the left upper-outer quadrant as the reference, the BCSM hazard ratio (HR) was not significant in the right upper quadrant (P = 0.755) and the right central portion (P = 0.329). The BCSM HR was slightly increased in the left central portion as well as the left and right lower-outer quadrants (HRs from 1.136 to 1.145; P<0.0001). The BCSM HR was significantly increased in the upper-inner and lower-inner quadrants (HRs from 1.242 to 1.372; P<0.0001) on both sides. Laterality only impacted BCSM in patients with breast cancer located in the central portion (HR, 1.100; P = 0.013, using the right side as the reference). CONCLUSION Patients with tumors in the upper-outer quadrant of both sides and the right central portion have a better prognosis than patients with tumors at other locations. Laterality is not regarded as a prognostic factor in breast cancer.
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Affiliation(s)
- Jing Bao
- Department of Breast Surgery, Cancer Center and Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, P. R. China
| | - Ke-Da Yu
- Department of Breast Surgery, Cancer Center and Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, P. R. China
- * E-mail: ;
| | - Yi-Zhou Jiang
- Department of Breast Surgery, Cancer Center and Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, P. R. China
| | - Zhi-Ming Shao
- Department of Breast Surgery, Cancer Center and Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, P. R. China
| | - Gen-Hong Di
- Department of Breast Surgery, Cancer Center and Cancer Institute, Shanghai Medical College, Fudan University, Shanghai, P. R. China
- * E-mail: ;
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Wu S, Zhou J, Ren Y, Sun J, Li F, Lin Q, Lin H, He Z. Tumor location is a prognostic factor for survival of Chinese women with T1-2N0M0 breast cancer. Int J Surg 2014; 12:394-8. [PMID: 24657350 DOI: 10.1016/j.ijsu.2014.03.011] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Revised: 02/09/2014] [Accepted: 03/17/2014] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The purpose of this study was to investigate the effects of primary tumor location on the survival of Chinese women with T1-2N0M0 breast cancer. METHODS The clinical data of 1044 patients with stage T1-2N0M0 breast cancer who were treated from 1999 to 2007 were retrospectively analyzed. Patients were divided according to the primary tumor location: upper-outer quadrant (UOQ), upper-inner quadrant (UIQ), lower-outer quadrant (LOQ), lower-inner quadrant (LIQ), and nipple and central breast (central). The effect of primary tumor location on recurrence-free survival (RFS) and overall survival (OS) were determined. RESULTS The median age at diagnosis was 47 years. The tumor was located in the UOQ in 524 patients (50.2%), the LOQ in 124 (11.9%), the UIQ in 229 (21.9%), the LIQ in 59 (5.7%), and centrally in 108 patients (10.3%). The 5- and 10-year RFS and OS of the LIQ group were significantly poorer than that of patients in the other groups (RFS: 72.1% vs. 82.2-86.7%, P = 0.041; OS: 73.6% vs. 85.3-89.1%, P = 0.024). Multivariate Cox analysis showed that primary tumor location in the LIQ was an independent prognostic factor for RFS (hazard ratio [HR] = 2.977; 95% confidence interval [CI] 1.219-7.273; P = 0.017) and OS (HR = 2.949; 95% CI 1.207-7.208; P = 0.018). CONCLUSION Primary tumor location is an important prognostic factor for survival of Chinese women with T1-2N0M0 breast cancer.
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Affiliation(s)
- Sangang Wu
- Xiamen Cancer Center, Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen 361003, China
| | - Juan Zhou
- Xiamen Cancer Center, Department of Obstetrics and Gynecology, The First Affiliated Hospital of Xiamen University, Xiamen 361003, China
| | - Yufeng Ren
- Department of Radiation Oncology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou 510060, China
| | - Jiayuan Sun
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Fengyan Li
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Qin Lin
- Xiamen Cancer Center, Department of Radiation Oncology, The First Affiliated Hospital of Xiamen University, Xiamen 361003, China
| | - Huanxin Lin
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China
| | - Zhenyu He
- Department of Radiation Oncology, Sun Yat-sen University Cancer Center, State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Guangzhou 510060, China.
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Vrana D, Gatek J, Cwiertka K, Lukesova L, Koranda P. Internal mammary node management in breast cancer. A review. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2013; 157:261-5. [PMID: 24042333 DOI: 10.5507/bp.2013.068] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2013] [Accepted: 09/11/2013] [Indexed: 12/19/2022] Open
Abstract
BACKGROUND Internal mammary nodes visualized during sentinel node biopsy for breast cancer, remain an unresolved management issue. Further, both internal mammary node (IMN) radiotherapy and biopsy have attendant risks and hence should be used with caution. The purpose of this review is to highlight the available data and evidence. METHODS AND RESULTS A PubMed database from 1960 to 2012 using key words: internal mammary nodes, breast cancer radiotherapy planning, adjuvant radiotherapy, sentinel node biopsy in breast cancer and selected publications on the significance of internal mammary nodes in breast cancer treatment, published data and approaches used. We found 14513 relevant papers and we selected 30 that clearly investigated the management of internal mammary nodes during sentinel node search. We focused on the incidence of IMN metastasis (6 papers), risk factors associated with IMN drainage (9 reports), management of IMN and the impact on disease free and overall patient survival (15 papers). CONCLUSIONS The evidence for breast cancer axillary nodes management is good but the data for other draining nodes such as internal mammary nodes are far less conclusive and further research is needed.
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Affiliation(s)
- David Vrana
- Department of Oncology, Faculty of Medicine and Dentistry, Palacky University Olomouc, Czech Republic
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Magnetic Resonance Imaging– Versus Computed Tomography–Based Target Volume Delineation of the Glandular Breast Tissue (Clinical Target Volume Breast) in Breast-Conserving Therapy: An Exploratory Study. Int J Radiat Oncol Biol Phys 2011; 81:804-11. [DOI: 10.1016/j.ijrobp.2010.07.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2010] [Revised: 06/30/2010] [Accepted: 07/01/2010] [Indexed: 10/19/2022]
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Predicting lymphatic drainage patterns and primary tumour location in patients with breast cancer. Breast Cancer Res Treat 2011; 130:699-705. [PMID: 21850393 DOI: 10.1007/s10549-011-1737-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2011] [Accepted: 08/09/2011] [Indexed: 10/17/2022]
Abstract
Detailed knowledge of the lymphatic drainage of the breast is limited. Lymphoscintigraphy is a technique used during breast cancer treatment to accurately map patterns of lymphatic drainage from the primary tumour to the draining lymph nodes. This study aimed to create a statistical model to analyse the spread of breast cancer and primary tumour location using a large lymphoscintigraphy database, and visualise the results with a novel computational model. This study was based on lymphoscintigraphy data from 2,304 breast cancer patients treated at the Royal Prince Alfred Hospital Medical Centre in Sydney, Australia. Bayesian inferential techniques were implemented to estimate the probabilities of lymphatic drainage from each region of the breast to each draining node field, to multiple node fields, and to determine probabilities of tumour prevalence in each breast region. A finite element model of the torso and discrete model of the draining node fields were created to visualise these data and a software tool was developed to display the results ( www.abi.auckland.ac.nz/breast-cancer ). Results confirmed that lymphatic drainage is most likely to occur to the axillary node field, and that there is significant likelihood of drainage to the internal mammary node field. The likelihood of lymphatic drainage from the whole breast to the axillary, internal mammary, infraclavicular, supraclavicular and interpectoral node fields were 98.2, 35.3, 1.7, 3.1, and 0.7%, respectively; whilst the probability of lymphatic drainage to multiple node fields was estimated to be 36.4%. Additionally, primary tumours are most likely to develop in the upper regions of the breast. The models developed provide quantitative estimates of lymphatic drainage of the breast, giving important insights into understanding breast cancer metastasis and have the potential to benefit both clinicians and patients during breast cancer diagnosis and treatment.
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Noushi F, Spillane AJ, Uren RF, Gebski V. Internal mammary lymph node metastasis in breast cancer: predictive models to assist with prognostic influence. Breast 2011; 20:278-83. [PMID: 21310616 DOI: 10.1016/j.breast.2010.12.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2010] [Revised: 10/12/2010] [Accepted: 12/23/2010] [Indexed: 10/18/2022] Open
Abstract
BACKGROUND Metastatic breast cancer in the internal mammary nodes (IMN) indicates a poor prognosis. Several recent epidemiological surveys have determined a reduction in survival for patients with medial compared to lateral sector tumors attributing this to a higher rate of unrecognized IMN metastasis and hence these patients are undertreated with adjuvant therapy.(1-6) AIM Through mathematical modeling based on large datasets we aim to quantify the impact on survival of IMN metastases at different tumor and axillary stages. METHODS Mathematical models were created to estimate the survival of patients with and without IMN metastasis. It was assumed that the different rate of survival between medial and lateral sector breast cancers was a result of the differential rate of unrecognized IMN metastases with resultant under-staging and under treatment. We applied these models on a retrospective database analysis from the Surveillance, Epidemiology and End-Results (SEER) registries from 1994 to 2003. RESULTS The 10-year odds of death (OOD) from breast cancer for patients with medial compared with lateral sector tumors ranged from 1.2 to 1.5 depending on stage. The predicted odds of breast cancer death for patients with unrecognized IMN metastases ranged from 2.4 to 20, with the highest OOD in the groups with small tumors and no axillary node metastasis. CONCLUSIONS Through modeling we have been able to predict and quantify the significantly worse survival outcomes for patients with undiagnosed IMN metastasis.
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Affiliation(s)
- F Noushi
- Department of Surgical Oncology, Mater and Royal North Shore Hospital, University of Sydney, Lindfield, NSW 2071, Sydney, Australia.
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Pinto Pereira SM, McCormack VA, Moss SM, dos Santos Silva I. The spatial distribution of radiodense breast tissue: a longitudinal study. Breast Cancer Res 2009; 11:R33. [PMID: 19490643 PMCID: PMC2716501 DOI: 10.1186/bcr2318] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2009] [Revised: 05/08/2009] [Accepted: 06/03/2009] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Mammographic breast density is one of the strongest known markers of susceptibility to breast cancer. To date research into density has relied on a single measure (for example, percent density (PD)) summarising the average level of density for the whole breast, with no consideration of how the radiodense tissue may be distributed. This study aims to investigate the spatial distribution of density within the breast using 493 mammographic images from a sample of 165 premenopausal women (~3 medio-lateral oblique views per woman). METHODS Each breast image was divided into 48 regions and the PD for the whole breast (overall PD) and for each one of its regions (regional PD) was estimated. The spatial autocorrelation (Moran's I value) of regional PD for each image was calculated to investigate spatial clustering of density, whether the degree of clustering varied between a woman's two breasts and whether it was affected by age and other known density correlates. RESULTS The median Moran's I value for 165 women was 0.31 (interquartile range: 0.26, 0.37), indicating a clustered pattern. High-density areas tended to cluster in the central regions of the breast, regardless of the level of overall PD, but with considerable between-woman variability in regional PD. The degree of clustering was similar between a woman's two breasts (mean within-woman difference in Moran's I values between left and right breasts = 0.00 (95% confidence interval (CI) = -0.01, 0.01); P = 0.76) and did not change with aging (mean within-woman difference in I values between screens taken on average 8 years apart = 0.01 (95% CI = -0.01, 0.02); P = 0.30). Neither parity nor age at first birth affected the level of spatial autocorrelation of density, but increasing body mass index (BMI) was associated with a decrease in the degree of spatial clustering. CONCLUSIONS This study is the first to demonstrate that the distribution of radiodense tissue within the breast is spatially autocorrelated, generally with the high-density areas clustering in the central regions of the breast. The degree of clustering was similar within a woman's two breasts and between women, and was little affected by age or reproductive factors although it declined with increasing BMI.
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Affiliation(s)
- Snehal M Pinto Pereira
- Cancer Research UK Epidemiology and Genetics Group, Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
| | - Valerie A McCormack
- Cancer Research UK Epidemiology and Genetics Group, Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
- Current address: International Agency for Cancer Research, 150 Cours Albert Thomas, Lyon 69008, France
| | - Sue M Moss
- Cancer Screening Evaluation Unit, The Institute of Cancer Research, Sutton SM2 5NG, UK
| | - Isabel dos Santos Silva
- Cancer Research UK Epidemiology and Genetics Group, Department of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, Keppel Street, London WC1E 7HT, UK
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Maarse W, Jonasse Y, Ausems MGEM, Schipper MEI, van Hillegersberg R. First case of invasive breast cancer following prophylactic bilateral skin sparing mastectomy in a BRCA1 mutation carrier. Eur J Surg Oncol 2009; 35:1016-8. [PMID: 19359128 DOI: 10.1016/j.ejso.2009.03.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2009] [Revised: 03/11/2009] [Accepted: 03/17/2009] [Indexed: 01/07/2023] Open
Affiliation(s)
- W Maarse
- Department of Plastic, Reconstructive and Hand Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX Utrecht, The Netherlands
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