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Hu SH, Gao B, Li ZJ, Yuan YC. Whole‑exome sequencing insights into synchronous bilateral breast cancer with discordant molecular subtypes. Oncol Lett 2024; 28:595. [PMID: 39430730 PMCID: PMC11487496 DOI: 10.3892/ol.2024.14728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 09/05/2024] [Indexed: 10/22/2024] Open
Abstract
The incidence of synchronous bilateral breast cancer (SBBC) is very low, and SBBC with discordant molecular subtypes is even more uncommon. As such, little is known about the pathogenesis of SBBC with discordant molecular subtypes, and reports about this entity are scarce. In the present study, the case of a 72-year-old female patient who presented with SBBC with discordant molecular subtypes is reported, with a stage IA hormone receptor negative {human epidermal growth factor receptor-2 [HER2(+)]} tumor in the left breast and a stage IIIA hormone sensitive tumor [HER2(-)] in the right breast. Whole-exome sequencing was performed to identify the differential genetic variations in the BBC tissues. A total of 8 key mutated cancer susceptibility genes (ALK, BRCA1, FAT1, HNF1A, KDR, PTCH1, SDHA and SETBP1) were screened, and mutations were found in 10 vital cancer driver genes, including BRCA1, EBF1, MET, NF2, NUMA1 RALGAPA1, ROBO2, SMYD4, UBR5 and ZNF844. The high-frequency mutated genes mainly contained missense mutations, among which single nucleotide variants were the most common mutations, with C > T and C > A as the main forms. The pathways associated with the high frequency mutated genes were further elucidated by functional category and Kyoto Encyclopedia of Genes and Genomes pathway enrichment analyses. Heterogeneity in the hormone receptor and HER2 status of SBBC poses unique therapeutic challenges. Future studies should aim to identify the optimal management strategy for this disease.
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Affiliation(s)
- Shi-Han Hu
- Department of Pathology and Pathophysiology, College of Medicine, Dali University, Dali, Yunnan 671000, P.R. China
| | - Bo Gao
- Department of Pathology and Pathophysiology, College of Medicine, Dali University, Dali, Yunnan 671000, P.R. China
- Department of Pathology, The First Affiliated Hospital of Dali University, Dali, Yunnan 671000, P.R. China
| | - Zheng-Jin Li
- Department of Pathology, The First Affiliated Hospital of Dali University, Dali, Yunnan 671000, P.R. China
| | - Ya-Chen Yuan
- Department of Pathology, The First Affiliated Hospital of Dali University, Dali, Yunnan 671000, P.R. China
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Wang X, Zhang X, Zhang L, Meng J, Shi W, Chen X, Yang Z, Mei X, Yu X, Zhang Z, Shao Z, Guo X, Ma J. Clinical outcomes after post-operative radiotherapy for breast cancer patients presenting with ipsilateral supraclavicular metastasis: considerations on the cranial border of irradiation field. Breast Cancer 2024:10.1007/s12282-024-01644-9. [PMID: 39441499 DOI: 10.1007/s12282-024-01644-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 10/14/2024] [Indexed: 10/25/2024]
Abstract
BACKGROUND Disease recurrence at lower neck adjacent to ipsilateral supraclavicular (SCV) region represents a concern in locally advanced breast cancer patients presenting with SCV metastasis at diagnosis. This study aims to report the outcomes following post-operative radical radiation therapy and discuss the reasonable cranial border of the irradiation field for N3c patients. METHODS Between July 2016 and January 2022, a total of 268 patients were eligible for analysis. The endpoints included in-field and out-field cervical failures, local-regional recurrence-free survival (LRRFS), SCV recurrence-free survival (SRFS), distant metastasis-free survival (DMFS), relapse-free survival (RFS), and overall survival (OS). RESULTS During a median follow-up of 37 months (range 3-89 months), 17 patients (6.3%) developed local-regional recurrence as the first recurrence event, with 13 having concomitant distant-metastasis (DM); 56 patients (20.9%) had DM alone. The 3-year rates of LRRFS, SRF, DMFS, RFS, and OS were 92.3%, 94.5%, 74.5%, 73.0%, and 90.0%, respectively. 89.2% of patients received RT with the cranial border at the top of hyoid bone, and 95.1% of patients received a boost not exceeding the level of cricoid cartilage. A total of 11 patients (4.1%) developed ipsilateral SCV failure, and 3 patients (1.1%) experienced cervical failure, including 2 in-field failures and 1 out-field failure. Neoadjuvant systemic therapy (NST) was administered to 234 patients (87.3%). In the multivariate analysis, non-ypN0, triple-negative subtype and cT4 at diagnosis were predictors of worse SRFS and RFS in NST subgroup. CONCLUSION Our findings suggest that radical RT with cranial border of irradiation field at the hyoid bone level lead to excellent local-regional control, and out-field cervical failure was rare. The irradiation field might not extend to mastoid process.
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Affiliation(s)
- Xiaofang Wang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Xiaomeng Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Li Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Jin Meng
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Wei Shi
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Xingxing Chen
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Zhaozhi Yang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Xin Mei
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Xiaoli Yu
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Zhen Zhang
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Zhimin Shao
- Department of Breast Surgery, Fudan University Shanghai Cancer Center, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
| | - Xiaomao Guo
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China
| | - Jinli Ma
- Department of Radiation Oncology, Fudan University Shanghai Cancer Center, 270 Dong'an Road, Shanghai, 200032, China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, China.
- Shanghai Clinical Research Center for Radiation Oncology, Shanghai, China.
- Shanghai Key Laboratory of Radiation Oncology, Shanghai, 200032, China.
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de Oliveira Frederice R, Pereira AAL, Arruda GV, Gouveia AG, de Andrade FEM, Mori LJ, Linck RDM, Shimada AK, Hanna SA, de Moraes FY, Marta GN. Characteristics and Survival Outcomes of Male Breast Cancer in Brazil: A Large Population-Based Study. Clin Oncol (R Coll Radiol) 2024:S0936-6555(24)00415-1. [PMID: 39443191 DOI: 10.1016/j.clon.2024.10.002] [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: 07/19/2023] [Revised: 09/19/2024] [Accepted: 10/01/2024] [Indexed: 10/25/2024]
Abstract
AIMS This study evaluated the clinicopathological characteristics, treatment trends, and overall survival (OS) in male breast cancer (BC) in Sao Paulo State of Brazil. MATERIALS AND METHODS Men diagnosed with invasive breast cancer between January 2000 and June 2020 were identified from Fundação Oncocentro de Sao Paulo database encompasses data pertinent to 46 million residents of the Sao Paulo State of Brazil. Patients were described according to age, education level, clinical stage, treatment modalities, and medical practice. Categorical variables were described as percentages and frequencies. Demographic, treatment factors, and OS were associated using a Cox proportional hazard regression model while accounting for different lengths of participant follow-up. The Kaplan-Meier curves were used to display survival curves. RESULTS A total of 907 male BC patients were included. The age distribution at diagnosis was <51 years, 51-70 years, and >70 years in 21.5%, 51.5% and 27.0% of patients, respectively. The proportions of stages I, II, III, and IV were 19.5%, 36.6%, 31.5%, and 12.3%. For each stage I, II, III, and IV, 5- and 10-years OS were 87.9% and 77.8%, 79.9% and 58.9%, 51.6% and 24.5%, 20.0% and 5.6%, respectively. Patients who received postoperative radiotherapy experienced a significant improvement in OS (HR 0.67; 95% CI 0.53-0.84; p < 0.001). In the multivariable analysis adjusted for practice (public or private), education (low or medium/high), age, stage at diagnosis, and treatment modalities, the significant independent predictor for OS was stage at diagnosis. CONCLUSION Male BC tends to be diagnosed at a more advanced stage and older age at the time of diagnosis. Age and educational level did not influence survival outcomes. Stage at diagnosis and the use of postoperative radiotherapy were factors associated with improved OS.
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Affiliation(s)
| | - A A L Pereira
- Department of Clinical Oncology, Hospital Sírio-Libanês, Brasilia, Brazil.
| | - G V Arruda
- Ribeirão Preto Medical School, Department of Medical Imaging, Hematology and Oncology of University of São Paulo (FMRP-USP), Ribeirão Preto, SP, Brazil; Latin America Cooperative Oncology Group (LACOG), Porto Alegre, Brazil.
| | - A G Gouveia
- Latin America Cooperative Oncology Group (LACOG), Porto Alegre, Brazil; Juravinski Cancer Centre, Department of Oncology, Division of Radiation Oncology, Hamilton, ON, Canada.
| | | | - L J Mori
- Department of Breast Surgery, Hospital Sírio-Libanês, Brazil.
| | - R D M Linck
- Department of Clinical Oncology, Hospital Sírio-Libanês, Sao Paulo, Brazil.
| | - A K Shimada
- Department of Clinical Oncology, Hospital Sírio-Libanês, Sao Paulo, Brazil.
| | - S A Hanna
- Department of Radiation Oncology, Hospital Sírio-Libanês, Brazil.
| | - F Y de Moraes
- Latin America Cooperative Oncology Group (LACOG), Porto Alegre, Brazil; Department of Oncology, Queen's University, Kingston, ON, Canada.
| | - G N Marta
- Latin America Cooperative Oncology Group (LACOG), Porto Alegre, Brazil; Department of Radiation Oncology, Hospital Sírio-Libanês, Brazil.
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Hsu E, Arezo SM, Graff SL. Updates in Systemic Treatment of Hormone Receptor-Positive Early-Stage Breast Cancer. Curr Treat Options Oncol 2024; 25:1323-1334. [PMID: 39361142 DOI: 10.1007/s11864-024-01258-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/21/2024] [Indexed: 10/17/2024]
Abstract
OPINION STATEMENT Hormone-receptor positive (HR +) and human epidermal growth factor receptor 2 (HER2) negative early breast cancer (eBC) is a heterogeneous disease with several contributing factors for increased risk of recurrence, including tumor features, individual biomarkers, and genomic risk. The current standard approach in the management of HR + /HER2neg eBC includes chemotherapy and endocrine therapy (ET), and additional therapies based on risk profile, menopausal status, and genetics are sometimes appropriate. The risk of recurrence is more pronounced in patients with high-risk eBC including large tumor size, nodal involvement, high proliferative index, and genetic predisposition. In premenopausal patients with high-risk eBC, ovarian function suppression in combination with adjuvant ET improves survival. In postmenopausal patients, extended aromatase inhibitor (AI) therapy can be considered. Recent trials have identified novel treatment approaches to reduce the risk of recurrence in high-risk HR + /HER2neg eBC including the addition of cyclin-dependent kinase 4 and 6 (CDK4/6) inhibitors to adjuvant ET. For patients with germline BRCA1/BRCA2 mutations, adjuvant poly(adenosine diphosphate-ribose) polymerase (PARP) inhibitors have been shown to improve overall survival (OS). However, despite these recent advances, the risk of recurrence remains substantial, highlighting an area of unmet need. There are several ongoing clinical trials further investigating the role of CDK 4/6 inhibitors and immunotherapy in high-risk HR + /HER2neg eBC.
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Affiliation(s)
- Emily Hsu
- Legorreta Cancer Center at Brown University, Providence, RI, USA
- Lifespan Cancer Institute, Providence, RI, USA
| | - Sabrina M Arezo
- Warren Alpert School of Medicine, Brown University, Providence, RI, USA
| | - Stephanie L Graff
- Legorreta Cancer Center at Brown University, Providence, RI, USA.
- Lifespan Cancer Institute, Providence, RI, USA.
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Ahn SJ, Joo B, Park M, Park HH, Suh SH, Ahn SG, Yoo J. Dural Metastasis in Breast Cancer: MRI-Based Morphological Subtypes and Their Clinical Implications. Cancer Res Treat 2024; 56:1105-1112. [PMID: 38514195 PMCID: PMC11491251 DOI: 10.4143/crt.2024.138] [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: 02/13/2024] [Accepted: 03/17/2024] [Indexed: 03/23/2024] Open
Abstract
PURPOSE This study aimed to investigate the clinical factors associated with breast cancer (BRCA) dural metastases (DMs), their impact on prognosis compared to brain parenchymal metastases (BPMs) alone, and differences between DM subtypes, aiming to inform clinical decisions. MATERIALS AND METHODS We retrospectively analyzed 119 patients with BRCA with brain metastasis, including 91 patients with BPM alone and 28 patients with DM. Univariate and multivariate analyses were performed to compare the clinical characteristics between the two groups and within subtypes of DM. Overall survival after DM (OSDM) and the interval from DM to leptomeningeal carcinomatosis (LMC) were compared using Kaplan-Meier analysis. RESULTS DM was notably linked with extracranial metastasis, luminal-like BRCA subtype (p=0.033), and skull metastases (p < 0.001). Multiple logistic regression revealed a strong association of DM with extracranial and skull metastases, but not with subtype or hormone receptor status. Patients with DM did not show survival differences compared with patients with BPM alone. In the subgroup analysis, nodular-type DM correlated with human epidermal growth factor receptor 2 status (p=0.044), whereas diffuse-type DM was significantly associated with a higher prevalence of the luminal-like subtype (p=0.048) and the presence of skull metastasis (p=0.002). Patients with diffuse DM did not exhibit a significant difference in OSDM but had a notably shorter interval from DM to LMC compared to those with nodular DM (p=0.049). CONCLUSION While the impact of DM on the overall prognosis of patients with BRCA is minimal, our findings underscore distinct characteristics and prognostic outcomes within DM subgroups.
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Affiliation(s)
- Sung Jun Ahn
- Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Bio Joo
- Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Mina Park
- Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Hun Ho Park
- Department of Neurosurgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Sang Hyun Suh
- Department of Radiology, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Jihwan Yoo
- Department of Neurosurgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Kustić D. Size of Extranodal Extension in the Sentinel Lymph Node as a Predictor of Prognosis in Early-Stage Breast Cancer. Clin Breast Cancer 2024; 24:e560-e570. [PMID: 38871577 DOI: 10.1016/j.clbc.2024.05.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 05/08/2024] [Accepted: 05/10/2024] [Indexed: 06/15/2024]
Abstract
INTRODUCTION The presence of extranodal extension (ENE) in sentinel lymph nodes (SLNs) can predict non-SLN metastases in breast cancer (BC) patients; however, the prognostic relevance of its extent remains controversial. The purpose of this study was to examine the predictive role of ENE in SLNs measured by its widest dimension (WD), highest dimension (HD), and the WD/HD ratio for non-SLN involvement, overall, and disease-free survival (OS, DFS) in cT1-2N0 BC patients with positive SLNs. MATERIALS AND METHODS A total of 511 women with cT1-2N0 BC and positive SLNs undergoing axillary lymph node dissection were retrospectively enrolled. The associations of ENE's WD, HD, and WD/HD ratio with non-SLN metastases, 5-year OS, and DFS were established through a multivariable modeling approach. RESULTS SLNs were ENE-positive in 149 (29.16%) participants, and 133 (26.03%) had non-SLN metastases. During the median 60 (16-60)-month follow-up, 69 (13.50%) patients experienced recurrences, and 62 (12.13%) died. The numbers of SLNs, non-SLNs, and total axillary LNs involved differed between the ENE-negative and ENE-positive groups, as well as between the WD/HD ≤ 1.2 and WD/HD > 1.2 subgroups (all P-values were < .001). Multivariable analyses showed significant associations of the WD/HD ratio > 1.2 with non-SLN involvement, OS, and DFS (P-values were .003, < .001, and .005, respectively). DISCUSSION Despite no predictive value of ENE's WD and HD, the WD/HD ratio > 1.2 was an independent predictor of non-SLN involvement, mortality, and recurrence. ENE's WD/HD ratio could be a valuable indicator for cT1-2N0 BC individuals with positive SLNs for whom further axillary treatment may be beneficial.
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Affiliation(s)
- Domagoj Kustić
- Department of Nuclear Medicine, Clinical Hospital Center Rijeka, Rijeka, Croatia.
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Cheun JH, Chung S, Han JH, Lee YW, Jung JJ, Chun JW, Lee EG, Min JW, Kim Z, Lee J, Jung SY, Kim YS, Yu JH, Kim EK, Lee JW, Hwang KT, Kim KS, Youn HJ, Moon HG. Surveillance for Distant Metastasis in Breast Cancer Patients Who Underwent Contemporary Management: A Report from the Korean Breast Cancer Society Survivor Research Group. Ann Surg Oncol 2024; 31:6774-6785. [PMID: 38969851 PMCID: PMC11413078 DOI: 10.1245/s10434-024-15665-3] [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: 02/27/2024] [Accepted: 06/10/2024] [Indexed: 07/07/2024]
Abstract
BACKGROUND Current guidelines recommend against the use of routine imaging tests to detect distant metastasis in asymptomatic breast cancer patients. However, recent advancements in effective therapeutics and diagnostic accuracy have raised the need to reassess the clinical efficacy of intensive metastasis surveillance. We report the results of a multicenter retrospective study to investigate the association between intensive imaging studies and survival outcomes. PATIENTS AND METHODS We retrospectively reviewed the data of 4130 patients who underwent surgery from 11 hospitals in Korea between January 2010 and December 2011. Patients were divided into two groups on the basis of the intensity of metastasis imaging studies during their disease-free period. The types and intervals of the imaging studies were based on each physician's decisions. RESULTS High-intensive screening showed a shorter distant metastasis-free survival [p < 0.001, hazard ratio (HR) 1.62; 95% confidence interval (CI) 1.29-2.04], especially for patients in whom bone or lung was the first site of metastasis. With a median follow-up period of 110.0 months, the 5-year breast cancer-specific survival (BCSS) rate was 96.5%. The high-intensity screening group showed significantly poorer BCSS compared with the low-intensity screening group (p < 0.001, HR 3.13; 95% CI 2.32-4.21). However, both multivariable analysis and propensity score matching analysis showed no significant association between the screening intensity and BCSS. CONCLUSIONS Frequent imaging studies to detect distant metastasis were associated with earlier detection of distant metastasis, especially for lung and bone metastasis. However, intensive surveillance showed no apparent association with BCSS despite the use of currently available treatments.
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Affiliation(s)
- Jong-Ho Cheun
- Department of Surgery, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, South Korea
| | - Sooyeon Chung
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University College of Medicine, Seoul, South Korea
| | - Jai Hong Han
- Center for Breast Cancer, National Cancer Center, Goyang, South Korea
| | - Young-Won Lee
- Department of Surgery, Asan Medical Center, Ulsan University College of Medicine, Seoul, South Korea
- Department of Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Ji-Jung Jung
- Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea
| | - Jung Whan Chun
- Department of Surgery, Asan Medical Center, Ulsan University College of Medicine, Seoul, South Korea
- Department of Surgery, Korea University Anam Hospital, Korea University College of Medicine, Seoul, South Korea
| | - Eun-Gyeong Lee
- Center for Breast Cancer, National Cancer Center, Goyang, South Korea
| | - Jun Won Min
- Department of Surgery, Dankook University Hospital, Dankook University College of Medicine, Cheonan, South Korea
| | - Zisun Kim
- Department of Surgery, Soonchunhyang University Bucheon Hospital, Soonchunhyang University College of Medicine, Bucheon, South Korea
| | - Jihyoun Lee
- Department of Surgery, Soonchunhyang University Seoul Hospital, Soonchunhyang University College of Medicine, Seoul, South Korea
| | - So-Youn Jung
- Center for Breast Cancer, National Cancer Center, Goyang, South Korea
| | - Yoo Seok Kim
- Department of Surgery, Chosun University Hospital, Chosun University College of Medicine, Gwangju, South Korea
| | - Jong Han Yu
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University College of Medicine, Seoul, South Korea
| | - Eun-Kyu Kim
- Department of Surgery, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, South Korea
| | - Jong-Won Lee
- Department of Surgery, Asan Medical Center, Ulsan University College of Medicine, Seoul, South Korea
| | - Ki-Tae Hwang
- Department of Surgery, Seoul Metropolitan Government Seoul National University Boramae Medical Center, Seoul National University College of Medicine, Seoul, South Korea
| | - Ku Sang Kim
- Department of Surgery, Gospel Hospital, Kosin University College of Medicine, Busan, South Korea
| | - Hyun Jo Youn
- Department of Surgery, Jeonbuk National University Hospital, Jeonbuk National University Medical School, Jeonju, South Korea.
| | - Hyeong-Gon Moon
- Department of Surgery, Seoul National University Hospital, Seoul National University College of Medicine, Seoul, South Korea.
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Piltin MA, Norwood P, Ladores V, Mukhtar RA, Sauder CA, Golshan M, Tchou J, Rao R, Lee MC, Son J, Reyna C, Hewitt K, Kuerer H, Ahrendt G, Greenwalt I, Tseng J, Postlewait L, Howard-McNatt M, Jaskowiak N, Esserman LJ, Boughey JC. Internal Mammary Lymphadenopathy Does Not Impact Oncologic Outcomes in Patients Treated with Neoadjuvant Chemotherapy: Results from the I-SPY2 Clinical Trial. Ann Surg Oncol 2024; 31:7420-7428. [PMID: 38980586 DOI: 10.1245/s10434-024-15708-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Accepted: 06/16/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND Internal mammary lymphadenopathy (IML) plays a role in breast cancer stage and prognosis. We aimed to evaluate method of IML detection, how IML impacts response to neoadjuvant chemotherapy (NAC), and oncologic outcomes. METHODS We evaluated patients enrolled in the I-SPY-2 clinical trial from 2010 to 2022. We captured the radiographic method of IML detection (magnetic resonance imaging [MRI], positron emission tomography/computed tomography [PET/CT], or both) and compared patients with IML with those without. Rates of locoregional recurrence (LRR), distant recurrence (DR) and event-free survival (EFS) were compared by bivariate analysis. RESULTS Of 2095 patients, 198 (9.5%) had IML reported on pretreatment imaging. The method of IML detection was 154 (77.8%) MRI only, 11 (5.6%) PET/CT only, and 33 (16.7%) both. Factors associated with IML were younger age (p = 0.001), larger tumors (p < 0.001), and higher tumor grade (p = 0.027). Pathologic complete response (pCR) was slightly higher in the IML group (41.4% vs. 34.0%; p = 0.03). There was no difference in breast or axillary surgery (p = 0.41 and p = 0.16), however IML patients were more likely to undergo radiation (68.2% vs. 54.1%; p < 0.001). With a median follow up of 3.72 years (range 0.4-10.2), there was no difference between IM+ versus IM- in LRR (5.6% vs. 3.8%; p = 0.25), DR (9.1% vs. 7.9%; p = 0.58), or EFS (61.6% vs. 57.2%; p = 0.48). This was true for patients with and without pCR. CONCLUSIONS In this large cohort of patients treated with NAC, outcomes were not negatively impacted by IML. We demonstrated that IML influences treatment selection but is not a poor prognostic indicator when treated with modern NAC and multidisciplinary disease management.
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Affiliation(s)
- Mara A Piltin
- Division of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, Rochester, MN, USA.
| | - Peter Norwood
- Quantum Leap Healthcare Collaborative, San Francisco, CA, USA
| | - Velle Ladores
- Quantum Leap Healthcare Collaborative, San Francisco, CA, USA
| | - Rita A Mukhtar
- Division of Surgical Oncology, Department of Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Candice A Sauder
- Department of Surgery, UC Davis Comprehensive Cancer Center, Sacramento, CA, USA
| | - Mehra Golshan
- Department of Surgery, Yale Medicine, New Haven, CT, USA
| | - Julia Tchou
- Division of Breast Surgery, Penn Medicine at University of Pennsylvania, Philadelphia, PA, USA
| | - Roshni Rao
- Division of Breast Surgery, Columbia University Medical Center, New York, NY, USA
| | | | - Jennifer Son
- Breast Surgical Oncology, MedStar Georgetown University Hospital, Washington, DC, USA
| | - Chantal Reyna
- Division of Surgical Oncology, Department of Surgery, Loyola University Medical Center, Mayowood, IL, USA
| | - Kelly Hewitt
- Division of Surgical Oncology and Endocrine Surgery, Vanderbilt University Medical Center, Nashvilee, TN, USA
| | - Henry Kuerer
- Department of Breast Surgical Oncology, MD Anderson Cancer Center, Houston, TX, USA
| | | | - Ian Greenwalt
- Breast Surgical Oncology, MedStar Georgetown University Hospital, Washington, DC, USA
| | - Jennifer Tseng
- Department of Surgery, City of Hope Orange County, Irvine, CA, USA
| | - Lauren Postlewait
- Division of Surgical Oncology, Department of Surgery, Emory University, Atlanta, GA, USA
| | | | - Nora Jaskowiak
- Department of Surgery, University of Chicago, Chicago, IL, USA
| | - Laura J Esserman
- Division of Surgical Oncology, Department of Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Judy C Boughey
- Division of Breast and Melanoma Surgical Oncology, Department of Surgery, Mayo Clinic, Rochester, MN, USA
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Rogé M, Kirova Y, Lévêque E, Guigo M, Johnson A, Nebbache R, Rivin Del Campo E, Lazarescu I, Servagi S, Mervoyer A, Cailleteau A, Thureau S, Thariat J. Impact of Radiation Therapy Modalities on Loco-regional Control in Inflammatory Breast Cancer. Int J Radiat Oncol Biol Phys 2024; 120:496-507. [PMID: 38621608 DOI: 10.1016/j.ijrobp.2024.04.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 03/25/2024] [Accepted: 04/03/2024] [Indexed: 04/17/2024]
Abstract
PURPOSE In inflammatory breast cancer, radiation therapy intensification is considered a standard of care by some teams, although the level of evidence remains low. We sought to analyze the impact of radiation therapy modalities on the risk of loco-regional and distant relapse. METHODS AND MATERIALS This retrospective multicenter study included patients with localized inflammatory breast cancer treated between 2010 and 2017. Standard postmastectomy radiation therapy consisted of daily fractions to a total dose of 50 Gy equivalent without a boost or bolus, while intensified radiation therapy referred to the use of a boost or bolus. The cumulative incidence curves of locoregional and distant recurrence were displayed using the competing risk method. RESULTS Of the 241 included patients, 165 were treated with standard and 76 with intensified radiation therapy. There was significantly more nodal involvement in the intensified group. With a median follow-up of 40 months postradiation therapy, there was no difference between standard versus intensified radiation therapy regarding the cumulative incidence of locoregional (P = .68) or distant recurrence (P = .29). At 5 years, the risks of locoregional and distant recurrence were 12.1% (95% CI, 7.5; 17.7) and 29.4% (95% CI, 21.8; 37.3) for patients treated with standard radiation therapy and 10.4% (95% CI, 4.4; 19.3) and 21.4% (95% CI, 12.6; 31.9) for those treated with intensified radiation therapy. In multivariate analyses, triple-negative subtype and absence of complete pathologic response were associated with a higher risk of loco-regional recurrence. Radiation therapy intensification had no significant impact on locoregional and distant recurrence. For patients with a non-complete pathologic response (n = 172, 71.7%), no significant differences were observed between the 2 groups for loco-regional (P = .80) and distant (P = .39) recurrence. Severe toxicity rates were similar in both groups. CONCLUSIONS Contrary to other important series, this large retrospective multicentric study did not show a locoregional or distant control benefit of intensified radiation therapy. Pooled prospective studies and meta-analyses of intensified radiation therapy are warranted to endorse this approach.
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Affiliation(s)
- Maximilien Rogé
- Department of Radiation Oncology, Henri Becquerel Cancer Center, Rouen, France.
| | - Youlia Kirova
- Department of Radiation Oncology, Institut Curie, Paris, France
| | - Emilie Lévêque
- Unit of Clinical Research, Henri Becquerel Cancer Center, Rouen, France
| | - Marin Guigo
- Department of Radiation Oncology, Center François Baclesse, Caen, France
| | - Alison Johnson
- Department of Medical Oncology, Center François Baclesse, Caen, France
| | - Rafik Nebbache
- Department of Radiation Oncology, Tenon University Hospital, Sorbonne University, Paris, France
| | - Eleonor Rivin Del Campo
- Department of Radiation Oncology, Tenon University Hospital, Sorbonne University, Paris, France
| | - Ioana Lazarescu
- Department of Radiation Oncology, Center de la Baie, Avranches, France
| | - Stéphanie Servagi
- Department of Radiation Oncology, Institut Jean Godinot, Reims, France
| | - Augustin Mervoyer
- Department of Radiation Oncology, Institut de Cancérologie de l'Ouest, Saint-Herblain, France
| | - Axel Cailleteau
- Department of Radiation Oncology, Institut de Cancérologie de l'Ouest, Saint-Herblain, France
| | - Sébastien Thureau
- Department of Radiation Oncology and Nuclear Medicine, Henri Becquerel Cancer Center and QuantIF LITIS, Rouen, France
| | - Juliette Thariat
- Department of Radiation Oncology, Center François Baclesse, Caen, France
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10
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Du J, Wu S, Liu J, Guo B, Li J, Li W, Zhang Y, Song H, Shu W, Li Z, Zhu X. Analysis of clinicopathological characteristics and prognostic factors in 54 metaplastic breast carcinoma patients from northwest China. Cytojournal 2024; 21:31. [PMID: 39411170 PMCID: PMC11474753 DOI: 10.25259/cytojournal_15_2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 05/06/2024] [Indexed: 10/19/2024] Open
Abstract
Objective Metaplastic breast carcinoma (MBC) is a special type of morphologically heterogeneous and aggressively invasive breast cancer. MBC is characterized by the transformation of tumor epithelium into squamous epithelium and/or mesenchymal components, including differentiation into spindle cells, chondrocytes, and osteocytes. Due to its rarity and invasiveness, there is a paucity of research on MBC prognosis. Furthermore, there are currently no treatment guidelines for MBC. This study analyzed the clinicopathological characteristics, immunophenotype, and prognostic features of MBC. Our aim was to better characterize MBC, thereby identifying potential prognostic factors and new treatment methods. Moreover, we also describe an MBC case treated experimentally with anti-vascular targeted therapy. Material and Methods We retrospectively analyzed clinical pathological data on 54 female patients with MBC from Shaanxi Provincial People's Hospital and the XiJing Hospital of Air Force Medical University. These cases were diagnosed with MBC between January 1st, 2013, and October 1st, 2018. All patients were from the northwest region of China. The gross morphological, histological, and immunohistochemical features of MBC were analyzed. Kaplan-Meier analysis was used to calculate the survival rate, and univariate analysis was performed to identify significant prognostic factors. In addition, the treatment of an MBC patient with anti-angiogenic therapy was described, and a relevant literature review was conducted. Results MBC was diagnosed in 32 left breasts and 22 right breasts from 54 women aged 21-76 years (median age of 57 years). The maximum tumor diameter ranged from 0.6 to 14 cm (average of 4.1 cm). Of the 54 patients, 47 underwent surgical treatment, with lymph node metastasis found in 17.0% (8/47). According to the World Health Organization classification criteria for breast tumors, the study cohort consisted of 15 cases of squamous cell carcinoma, ten cases of spindle cell carcinoma, nine cases of carcinoma with associated stromal differentiation, 18 cases of mixed carcinoma, and two cases of adenocarcinoma with squamous differentiation. Based on the American Joint Committee on Cancer clinical staging criteria, the patients were classified as Stage I (10 cases, 18.5%), Stage II (26 cases, 48.1%), Stage III (11 cases, 20.4%), and Stage IV (7 cases, 13.0%). Immunohistochemical analysis revealed that 94.4% of patients had triple-negative breast cancer (TNBC), 47 cases showed mutant tumor protein 53 (TP53) expression, 29 cases showed positive epidermal growth factor receptor (EGFR) expression, 43 cases showed positive E-cadherin expression, and 37 cases showed positive Cluster of Differentiation 24 expression. The Ki-67 index ranged from 20% to 90%. Univariate analysis showed that the Ki-67 index was not significantly associated with either progression-free survival (PFS) or overall survival (OS) in MBC patients. Patients with negative axillary lymph nodes had significantly better PFS and OS than those with positive nodes (P < 0.05), and patients with clinical stage I-II disease had better PFS and OS than those with stage III-IV disease (P < 0.05). Patients treated with anthracycline-containing chemotherapy had significantly better PFS than those who did not receive chemotherapy. Univariate analysis revealed that the high expression of EGFR correlated with worse PFS (P < 0.05). The type of surgical approach employed did not affect the prognosis of MBC patients. Following the application of anti-angiogenic therapy, a rapid partial response was observed in an MBC patient with carcinoma and associated stromal differentiation. This patient subsequently underwent surgery and radiation therapy and has now achieved over 6 years of PFS. Conclusion MBC is a heterogeneous group of tumors with high malignancy and poor prognosis. The large majority is TNBC and exhibits unique immune phenotypes. The poor PFS of MBC patients may be related to EGFR expression, which could become a potential therapeutic target in these patients. Surgery remains the primary treatment method for MBC. The present study found that sentinel lymph node biopsy was feasible in appropriate patients, and that chemotherapy regimens incorporating anthracycline-class drugs did not appear to improve OS. Anti-angiogenic therapy holds promise as a potentially effective treatment approach for MBC, and the optimization of systemic treatment strategies should be a priority in the management of these patients.
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Affiliation(s)
- Jing Du
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Shuhan Wu
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Jiayan Liu
- Department of Pathology, Xijing Hospital of Air Force Medical University, Xi’an, China
| | - Bo Guo
- Department of Burns and Plastic Surgery, Tangdu Hospital of Air Force Medical University, Xi’an, China
| | - Jianhui Li
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Wenhan Li
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Ying Zhang
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Hengtao Song
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Wenjun Shu
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Zhenzhen Li
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
| | - Xulong Zhu
- Department of Surgical Oncology and Pathology, Shaanxi Provincial People’s Hospital, Xian, China
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11
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Zhen M, Chen H, Lu Q, Li H, Yan H, Wang L. Machine Learning-Based Predictive Model for Mortality in Female Breast Cancer Patients Considering Lifestyle Factors. Cancer Manag Res 2024; 16:1253-1265. [PMID: 39297055 PMCID: PMC11410026 DOI: 10.2147/cmar.s460811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2024] [Accepted: 08/12/2024] [Indexed: 09/21/2024] Open
Abstract
Purpose To construct a free and accurate breast cancer mortality prediction tool by incorporating lifestyle factors, aiming to assist healthcare professionals in making informed decisions. Patients and Methods In this retrospective study, we utilized a ten-year follow-up dataset of female breast cancer patients from a major Chinese hospital and included 1,390 female breast cancer patients with a 7% (96) mortality rate. We employed six machine learning algorithms (ridge regression, k-nearest neighbors, neural network, random forest, support vector machine, and extreme gradient boosting) to construct a mortality prediction model for breast cancer. Results This model incorporated significant lifestyle factors, such as postsurgery sexual activity, use of totally implantable venous access ports, and prosthetic breast wear, which were identified as independent protective factors. Meanwhile, ten-fold cross-validation demonstrated the superiority of the random forest model (average AUC = 0.918; 1-year AUC = 0.914, 2-year AUC = 0.867, 3-year AUC = 0.883). External validation further supported the model's robustness (average AUC = 0.782; 1-year AUC = 0.809, 2-year AUC = 0.785, 3-year AUC = 0.893). Additionally, a free and user-friendly web tool was developed using the Shiny framework to facilitate easy access to the model. Conclusion Our breast cancer mortality prediction model is free and accurate, providing healthcare professionals with valuable information to support their clinical decisions and potentially promoting healthier lifestyles for breast cancer patients.
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Affiliation(s)
- Meixin Zhen
- Xiangya College of Nursing, Central South University, Changsha, Hunan, 410013, People's Republic of China
| | - Haibing Chen
- Xiangya College of Nursing, Central South University, Changsha, Hunan, 410013, People's Republic of China
| | - Qing Lu
- Xiangya College of Nursing, Central South University, Changsha, Hunan, 410013, People's Republic of China
| | - Hui Li
- Nursing Department, The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People's Republic of China
| | - Huang Yan
- Nursing Department, The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People's Republic of China
| | - Ling Wang
- Nursing Department, The Third Xiangya Hospital, Central South University, Changsha, Hunan, 410013, People's Republic of China
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12
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Alfaro A, Catelain C, El-Masri H, Rameau P, Lacroix-Triki M, Scoazec JY, Marty V, Mosele F, Pistilli B. Characterization and spatial distribution of infiltrating lymphocytes in medullary, and lymphocyte-predominant triple negative breast cancers. NPJ Breast Cancer 2024; 10:81. [PMID: 39277640 PMCID: PMC11401883 DOI: 10.1038/s41523-024-00691-x] [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: 12/08/2023] [Accepted: 09/03/2024] [Indexed: 09/17/2024] Open
Abstract
Medullary carcinoma of the breast (MedBC) is a rare histological type that accounts for less than 5% of all invasive breast cancers. Here, we performed an exploratory study aimed to determine whether imaging mass cytometry (IMC) can be used to characterize the immune infiltration and the spatial distribution heterogeneity in the rare subtype of MedBC compared to atypical MedBC and TNBC-TILS+ tumors. In both MedBC and TNBC-TILs+, there was a notable enrichment of immune cells in the peripheral regions of the tumors, whereas in atypical MedBC, the immune cells exhibited a central enrichment pattern. This distribution of infiltrated cells reflects an active immune recruitment correlated to more favorable prognosis. In MedBC, spatial analysis shows that immune cells are localized at a greater distance from the tumor cells. IMC highlights the heterogeneity of immune microenvironment across three main subtypes of breast tumors and could help to define distinct immune patterns.
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Affiliation(s)
- A Alfaro
- Gustave Roussy, UMS AMMICa, CNRS UAR 3655, INSERM US23, 114 rue Edouard Vaillant, Villejuif, F-94805, France.
| | - C Catelain
- Gustave Roussy, UMS AMMICa, CNRS UAR 3655, INSERM US23, 114 rue Edouard Vaillant, Villejuif, F-94805, France
| | - H El-Masri
- Gustave Roussy, Department of Medical Oncology- Breast Cancer Unit U981, 114 rue Edouard Vaillant, Villejuif, F-94805, France
| | - P Rameau
- Gustave Roussy, UMS AMMICa, CNRS UAR 3655, INSERM US23, 114 rue Edouard Vaillant, Villejuif, F-94805, France
| | - M Lacroix-Triki
- Gustave Roussy, Department of Pathology, 114 rue Edouard Vaillant, Villejuif, F-94805, France
| | - J Y Scoazec
- Gustave Roussy, Department of Pathology, 114 rue Edouard Vaillant, Villejuif, F-94805, France
| | - V Marty
- Gustave Roussy, Department of Pathology, 114 rue Edouard Vaillant, Villejuif, F-94805, France
| | - F Mosele
- Gustave Roussy, Department of Medical Oncology- Breast Cancer Unit U981, 114 rue Edouard Vaillant, Villejuif, F-94805, France
- INSERM U981, Gustave Roussy, Villejuif, France
| | - B Pistilli
- Gustave Roussy, Department of Medical Oncology- Breast Cancer Unit U981, 114 rue Edouard Vaillant, Villejuif, F-94805, France
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13
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Groheux D, Vaz SC, Poortmans P, Mann RM, Ulaner GA, Cook GJR, Hindié E, Pilkington Woll JP, Jacene H, Rubio IT, Vrancken Peeters MJ, Dibble EH, de Geus-Oei LF, Graff SL, Cardoso F. Role of [ 18F]FDG PET/CT in patients with invasive breast carcinoma of no special type: Literature review and comparison between guidelines. Breast 2024; 78:103806. [PMID: 39303572 PMCID: PMC11440802 DOI: 10.1016/j.breast.2024.103806] [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: 07/01/2024] [Revised: 08/29/2024] [Accepted: 09/07/2024] [Indexed: 09/22/2024] Open
Abstract
PURPOSE The recently released EANM/SNMMI guideline, endorsed by several important clinical and imaging societies in the field of breast cancer (BC) care (ACR, ESSO, ESTRO, EUSOBI/ESR, EUSOMA), emphasized the role of [18F]FDG PET/CT in management of patients with no special type (NST) BC. This review identifies and summarizes similarities, discrepancies and novelties of the EANM/SNMMI guideline compared to NCCN, ESMO and ABC recommendations. METHODS The EANM/SNMMI guideline was based on a systematic literature search and the AGREE tool. The level of evidence was determined according to NICE criteria, and 85 % agreement or higher was reached regarding each statement. Comparisons with NCCN, ESMO and ABC guidelines were examined for specific clinical scenarios in patients with early stage through advanced and metastatic BC. RESULTS Regarding initial staging of patients with NST BC, [18F]FDG PET/CT is the preferred modality in the EANM-SNMMI guideline, showing superiority as a single modality to a combination of contrast-enhanced CT of thorax-abdomen-pelvis plus bone scan in head-to-head comparisons and a randomized study. Its use is recommended in patients with clinical stage IIB or higher and may be useful in certain stage IIA cases of NST BC. In NCCN, ESMO, and ABC guidelines, [18F]FDG PET/CT is instead recommended as complementary to conventional imaging to solve inconclusive findings, although ESMO and ABC also suggest [18F]FDG PET/CT can replace conventional imaging for staging patients with high-risk and metastatic NST BC. During follow up, NCCN and ESMO only recommend diagnostic imaging if there is suspicion of recurrence. Similarly, EANM-SNMMI states that [18F]FDG PET/CT is useful to detect the site and extent of recurrence only when there is clinical or laboratory suspicion of recurrence, or when conventional imaging methods are equivocal. The EANM-SNMMI guideline is the first to emphasize a role of [18F]FDG PET/CT for assessing early metabolic response to primary systemic therapy, particularly for HER2+ BC and TNBC. In the metastatic setting, EANM-SNMMI state that [18F]FDG PET/CT may help evaluate bone metastases and determine early response to treatment, in agreement with guidelines from ESMO. CONCLUSIONS The recently released EANM/SNMMI guideline reinforces the role of [18F]FDG PET/CT in the management of patients with NST BC supported by extensive evidence of its utility in several clinical scenarios.
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Affiliation(s)
- David Groheux
- Department of Nuclear Medicine, Saint-Louis Hospital, Paris, France; University Paris-Diderot, INSERM, U976, Paris, France; Centre d'Imagerie Radio-Isotopique (CIRI), La Rochelle, France.
| | - Sofia C Vaz
- Department of Nuclear Medicine and Radiopharmacology, Champalimaud Clinical Center, Champalimaud Foundation, Lisbon, Portugal; Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Philip Poortmans
- Department of Radiation Oncology, Iridium Netwerk, Belgium; Faculty of Medicine and Health Sciences, University of Antwerp, Wilrijk-Antwerp, Belgium
| | - Ritse M Mann
- Department of Radiology, Radboud umc, Nijmegen, the Netherlands
| | - Gary A Ulaner
- Department of Molecular Imaging and Therapy, Hoag Family Cancer Institute, Newport Beach, CA, United States; Departments of Radiology and Translational Genomics, University of Southern California, Los Angeles, CA, United States
| | - Gary J R Cook
- Department of Cancer Imaging, King's College London, London, UK; King's College London and Guy's & St Thomas' PET Centre, London, UK; School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Elif Hindié
- Department of Nuclear Medicine, Bordeaux University Hospital, Bordeaux, France
| | | | - Heather Jacene
- Dana-Farber Cancer Institute/Brigham and Women's Hospital, and Harvard Medical School, United States
| | - Isabel T Rubio
- Department of Breast Surgical Oncology, Clinica Universidad de Navarra, Madrid, Cancer Center Clinica Universidad de Navarra, Spain
| | - Marie-Jeanne Vrancken Peeters
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, the Netherlands; Department of Surgery, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Elizabeth H Dibble
- Department of Diagnostic Imaging, The Warren Alpert Medical School of Brown University, Providence, RI, United States
| | - Lioe-Fee de Geus-Oei
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands; Biomedical Photonic Imaging Group, University of Twente, Enschede, the Netherlands; Department of Radiation Science & Technology, Delft University of Technology, Delft, the Netherlands
| | - Stephanie L Graff
- Lifespan Cancer Institute, Providence, RI, United States; Legorreta Cancer Center at Brown University, Providence, RI, United States
| | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center, Champalimaud Foundation, Lisbon, Portugal
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14
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Zhang J, Yin Z, Zhang J, Song R, Cui Y, Yang X. Preoperative MRI Features Associated With Axillary Nodal Burden and Disease-Free Survival in Patients With Early-Stage Breast Cancer. Korean J Radiol 2024; 25:788-797. [PMID: 39197824 PMCID: PMC11361803 DOI: 10.3348/kjr.2024.0196] [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: 11/29/2023] [Revised: 05/20/2024] [Accepted: 06/27/2024] [Indexed: 09/01/2024] Open
Abstract
OBJECTIVE To investigate the potential association among preoperative breast MRI features, axillary nodal burden (ANB), and disease-free survival (DFS) in patients with early-stage breast cancer. MATERIALS AND METHODS We retrospectively reviewed 297 patients with early-stage breast cancer (cT1-2N0M0) who underwent preoperative MRI between December 2016 and December 2018. Based on the number of positive axillary lymph nodes (LNs) determined by postoperative pathology, the patients were divided into high nodal burden (HNB; ≥3 positive LNs) and non-HNB (<3 positive LNs) groups. Univariable and multivariable logistic regression analyses were performed to identify independent risk factors associated with ANB. Predictive efficacy was evaluated using the receiver operating characteristic (ROC) curve and area under the curve (AUC). Univariable and multivariable Cox proportional hazards regression analyses were performed to determine preoperative features associated with DFS. RESULTS We included 47 and 250 patients in the HNB and non-HNB groups, respectively. Multivariable logistic regression analysis revealed that multifocality/multicentricity (adjusted odds ratio [OR] = 3.905, 95% confidence interval [CI]: 1.685-9.051, P = 0.001) and peritumoral edema (adjusted OR = 3.734, 95% CI: 1.644-8.479, P = 0.002) were independent risk factors for HNB. Combined peritumoral edema and multifocality/multicentricity achieved an AUC of 0.760 (95% CI: 0.707-0.807) for predicting HNB, with a sensitivity and specificity of 83.0% and 63.2%, respectively. During the median follow-up period of 45 months (range, 5-61 months), 26 cases (8.75%) of breast cancer recurrence were observed. Multivariable Cox proportional hazards regression analysis indicated that younger age (adjusted hazard ratio [HR] = 3.166, 95% CI: 1.200-8.352, P = 0.021), larger tumor size (adjusted HR = 4.370, 95% CI: 1.671-11.428, P = 0.002), and multifocality/multicentricity (adjusted HR = 5.059, 95% CI: 2.166-11.818, P < 0.001) were independently associated with DFS. CONCLUSION Preoperative breast MRI features may be associated with ANB and DFS in patients with early-stage breast cancer.
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Affiliation(s)
- Junjie Zhang
- Cancer Hospital Affiliated to Shanxi Medical University/Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China
| | - Zhi Yin
- College of Medical Imaging, Shanxi Medical University, Taiyuan, China
| | - Jianxin Zhang
- Cancer Hospital Affiliated to Shanxi Medical University/Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China
| | - Ruirui Song
- Cancer Hospital Affiliated to Shanxi Medical University/Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China
| | - Yanfen Cui
- Cancer Hospital Affiliated to Shanxi Medical University/Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China.
| | - Xiaotang Yang
- Cancer Hospital Affiliated to Shanxi Medical University/Shanxi Province Cancer Hospital/Shanxi Hospital Affiliated to Cancer Hospital, Chinese Academy of Medical Sciences, Taiyuan, China.
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15
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Krecko LK, Neuman HB, Greenberg CC, Wilke LG, Hanlon BM, Edge SB, Ruddy KJ, Partridge AH, Le-Rademacher J, Yang DY, Havlena J, R Schumacher J. Validation of the AJCC 8th Edition Breast Cancer Prognostic Staging System in Legacy Alliance Trials (AFT-01). Ann Surg Oncol 2024; 31:5880-5887. [PMID: 38825628 PMCID: PMC11460990 DOI: 10.1245/s10434-024-15477-5] [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: 12/19/2022] [Accepted: 05/06/2024] [Indexed: 06/04/2024]
Abstract
BACKGROUND The 8th edition American Joint Committee on Cancer staging system combined anatomic stage (AS) with receptor status and grade to create prognostic stage (PS). PS has been validated in single-institution and cancer registry studies; however, missing human epidermal growth factor receptor 2 (HER2) status and variable treatment and follow-up create limitations. OBJECTIVE Our objective was to compare the relative prognostic ability of PS versus AS to predict survival using breast cancer clinical trial data. METHODS Women with non-metastatic breast cancer enrolled in six Alliance for Clinical Trials in Oncology trials were included (enrollment years 1997-2010). AS and PS were constructed using pathological tumor size, nodal status, estrogen receptor (ER), progesterone receptor (PR), HER2 status, and grade. Unadjusted Cox proportional hazard models were estimated to predict overall survival within 5 years, with AS and PS as predictor variables. The relative predictive power of staging models was assessed by comparing Harrell concordance indices (C-indices). Kaplan-Meier-based mortality estimates were compared by stage. RESULTS Overall, 6924 women were included (median age 53 years); 45.2% were diagnosed with ER+/PR+/HER2- tumors, 26.2% with HER2+ tumors, and 17.1% with ER-/PR-/HER2- tumors. Median follow-up time was 5 years (interquartile range 2.95-5.00). PS significantly improved predictive performance (C-index 0.721) for overall survival compared with AS (0.700) (p = 0.020). Kaplan-Meier hazard estimates suggested PS did not distinguish mortality risk between patients with IIB and IIIA or IB and IIA disease. CONCLUSIONS PS has significantly improved predictive performance for OS compared with AS. As systemic therapies evolve, it will be important to re-evaluate the prognostic staging system, particularly for patients with intermediate-stage cancers. CLINICALTRIALS gov Identifier: NCT02171078.
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Affiliation(s)
- Laura K Krecko
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Heather B Neuman
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Department of Surgery, University of Wisconsin Carbone Cancer Center, Madison, WI, USA
| | - Caprice C Greenberg
- Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA
| | - Lee G Wilke
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Department of Surgery, University of Wisconsin Carbone Cancer Center, Madison, WI, USA
| | - Bret M Hanlon
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
- Department of Biostatistics and Medical Informatics, Madison, WI, USA
| | - Stephen B Edge
- Department of Surgical Oncology, Roswell Park Comprehensive Cancer Center and University at Buffalo, Buffalo, NY, USA
| | | | - Ann H Partridge
- Department of Medical Oncology, Dana Farber/Partners CancerCare, Boston, MA, USA
| | | | - Dou-Yan Yang
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Jeffrey Havlena
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA
| | - Jessica R Schumacher
- Department of Surgery, University of Wisconsin School of Medicine and Public Health, Madison, WI, USA.
- Department of Surgery, University of Wisconsin Carbone Cancer Center, Madison, WI, USA.
- Department of Surgery, University of North Carolina-Chapel Hill, Chapel Hill, NC, USA.
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16
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Zhang J, Sun H, Gao S, Kang Y, Shang C. Prediction of disease-free survival using strain elastography and diffuse optical tomography in patients with T1 breast cancer: a 10-year follow-up study. BMC Cancer 2024; 24:1057. [PMID: 39192199 DOI: 10.1186/s12885-024-12844-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Accepted: 08/22/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND Early-stage breast cancer (BC) presents a certain risk of recurrence, leading to variable prognoses and complicating individualized management. Yet, preoperative noninvasive tools for accurate prediction of disease-free survival (DFS) are lacking. This study assessed the potential of strain elastography (SE) and diffuse optical tomography (DOT) for non-invasive preoperative prediction of recurrence in T1 BC and developed a prediction model for estimating the probability of DFS. METHODS A total of 565 eligible patients with T1 invasive BC were enrolled prospectively and followed to investigate the recurrence. The associations between imaging features and DFS were evaluated and a best-prediction model for DFS was developed and validated. RESULTS During the median follow-up period of 10.8 years, 77 patients (13.6%) developed recurrences. The fully adjusted Cox proportional hazards model showed a significant trend between an increasing strain ratio (SR) (P < 0.001 for trend) and the total hemoglobin concentration (TTHC) (P = 0.001 for trend) and DFS. In the subgroup analysis, an intensified association between SR and DFS was observed among women who were progesterone receptor (PR)-positive, lower Ki-67 expression, HER2 negative, and without adjuvant chemotherapy and without Herceptin treatment (all P < 0.05 for interaction). Significant interactions between TTHC status and the lymphovascular invasion, estrogen receptor (ER) status, PR status, HER2 status, and Herceptin treatment were found for DFS(P < 0.05).The imaging-clinical combined model (TTHC + SR + clinicopathological variables) proved to be the best prediction model (AUC = 0.829, 95% CI = 0.786-0.872) and was identified as a potential risk stratification tool to discriminate the risk probability of recurrence. CONCLUSION The combined imaging-clinical model we developed outperformed traditional clinical prognostic indicators, providing a non-invasive, reliable tool for preoperative DFS risk stratification and personalized therapeutic strategies in T1 BC. These findings underscore the importance of integrating advanced imaging techniques into clinical practice and offer support for future research to validate and expand on these predictive methodologies.
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Affiliation(s)
- Jing Zhang
- Department of Ultrasound, Shengjing Hospital of China Medical University, No.36, Sanhao Street, Heping District, Shenyang, Liaoning, 110004, China
| | - Hao Sun
- Department of Clinical Epidemiology and Evidence-Based Medicine, The First Hospital of China Medical University, Shenyang, Liaoning, 110001, China
| | - Song Gao
- Department of Clinical Oncology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China
| | - Ye Kang
- Department of Pathology, Shengjing Hospital of China Medical University, Shenyang, Liaoning, 110004, China
| | - Cong Shang
- Department of Ultrasound, Shengjing Hospital of China Medical University, No.36, Sanhao Street, Heping District, Shenyang, Liaoning, 110004, China.
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17
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Ribeiro JM, Mendes J, Gante I, Figueiredo-Dias M, Almeida V, Gomes A, Regateiro FJ, Regateiro FS, Caramelo F, Silva HC. Two Different Immune Profiles Are Identified in Sentinel Lymph Nodes of Early-Stage Breast Cancer. Cancers (Basel) 2024; 16:2881. [PMID: 39199652 PMCID: PMC11352239 DOI: 10.3390/cancers16162881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 08/11/2024] [Accepted: 08/13/2024] [Indexed: 09/01/2024] Open
Abstract
In the management of early-stage breast cancer (BC), lymph nodes (LNs) are typically characterised using the One-Step Nucleic Acid Amplification (OSNA) assay, a standard procedure for assessing subclinical metastasis in sentinel LNs (SLNs). The pivotal role of LNs in coordinating the immune response against BC is often overlooked. Our aim was to improve prognostic information provided by the OSNA assay and explore immune-related gene signatures in SLNs. The expression of an immune gene panel was analysed in SLNs from 32 patients with Luminal A early-stage BC (cT1-T2 N0). Using an unsupervised approach based on these expression values, this study identified two clusters, regardless of the SLN invasion: one evidencing an adaptive anti-tumoral immune response, characterised by an increase in naive B cells, follicular T helper cells, and activated NK cells; and another with a more undifferentiated response, with an increase in the activated-to-resting dendritic cells (DCs) ratio. Through a protein-protein interaction (PPI) network, we identified seven immunoregulatory hub genes: CD80, CD40, TNF, FCGR3A, CD163, FCGR3B, and CCR2. This study shows that, in Luminal A early-stage BC, SLNs gene expression studies enable the identification of distinct immune profiles that may influence prognosis stratification and highlight key genes that could serve as potential targets for immunotherapy.
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Affiliation(s)
- Joana Martins Ribeiro
- Laboratory of Sequencing and Functional Genomics of UCGenomics, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
| | - João Mendes
- Laboratory of Sequencing and Functional Genomics of UCGenomics, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Institute for Clinical and Biomedical Research (iCBR), Centre of Investigation on Environment, Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
| | - Inês Gante
- Gynecology Department, Coimbra Hospital and University Center, Unidade Local de Saúde de Coimbra, 3004-561 Coimbra, Portugal
- Gynecology University Clinic, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
| | - Margarida Figueiredo-Dias
- Gynecology Department, Coimbra Hospital and University Center, Unidade Local de Saúde de Coimbra, 3004-561 Coimbra, Portugal
- Gynecology University Clinic, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
| | - Vânia Almeida
- Department of Pathology, Coimbra Hospital and University Center, Unidade Local de Saúde de Coimbra, 3004-561 Coimbra, Portugal
- Institute of Anatomical and Molecular Pathology, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
| | - Ana Gomes
- Department of Pathology, Coimbra Hospital and University Center, Unidade Local de Saúde de Coimbra, 3004-561 Coimbra, Portugal
| | - Fernando Jesus Regateiro
- Laboratory of Sequencing and Functional Genomics of UCGenomics, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
| | - Frederico Soares Regateiro
- Institute for Clinical and Biomedical Research (iCBR), Centre of Investigation on Environment, Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Allergy and Clinical Immunology Unit, Coimbra Hospital and University Center, Unidade Local de Saúde de Coimbra, 3004-561 Coimbra, Portugal
- Institute of Immunology, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
| | - Francisco Caramelo
- Institute for Clinical and Biomedical Research (iCBR), Centre of Investigation on Environment, Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Laboratory of Biostatistics and Medical Informatics (LBIM), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Centre for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3000-504 Coimbra, Portugal
| | - Henriqueta Coimbra Silva
- Laboratory of Sequencing and Functional Genomics of UCGenomics, Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Institute for Clinical and Biomedical Research (iCBR), Centre of Investigation on Environment, Genetics and Oncobiology (CIMAGO), Faculty of Medicine, University of Coimbra, 3000-548 Coimbra, Portugal
- Centre for Innovative Biomedicine and Biotechnology (CIBB), University of Coimbra, 3000-504 Coimbra, Portugal
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18
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Skarping I. 18F-FDG-PET/CT in breast cancer imaging: Restaging and Implications for treatment decisions in a clinical practice setting. Acta Oncol 2024; 63:669-677. [PMID: 39129250 PMCID: PMC11332462 DOI: 10.2340/1651-226x.2024.40003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 07/04/2024] [Indexed: 08/13/2024]
Abstract
BACKGROUND AND PURPOSE Although the diagnostic accuracy of 18F-fluorodeoxyglucose - positron emission tomography/computed tomography (18F-FDG-PET/CT) for breast cancer (BC) has been well studied, few studies have evaluated the impact of 18F-FDG-PET/CT on BC patient care. This study aimed to investigate restaging and 18F-FDG-PET/CT-induced changes in clinical decision-making in patients with BC. MATERIAL AND METHODS We retrospectively evaluated 18F-FDG-PET/CT-scans performed for BC-related indications in a prospectively collected consecutive cohort of adult patients at Skane University Hospital, Sweden. Patients with all BC stages were included and divided into three groups based on the indication for 18F-FDG-PET/CT: Group A (primary staging), Group B (response evaluation), and Group C (recurrence). The impact of 18F-FDG-PET/CT-scans on clinical management was categorized as no change, minor change (e.g. modification of treatment plans), or major change (e.g. shift from curative to palliative treatment intention). RESULTS A total of 376 scans (151 patients) were included: Group A 9.3% (35 of 376 scans), Group B 77.4% (291 of 376 scans), and Group C 13.3% (50 of 376 scans). Significant stage migration, predominantly upstaging, occurred in Group A (45.7%) and Group C (28.0%). Changes in clinical management were observed in 120 scans (31.9%), of which 66 were major and 54 were minor. The largest proportion of 18F-FDG-PET/CT-induced management changes were observed in Group A (57.1%), most commonly a shift from curative to palliative treatment intention due to upstaging. INTERPRETATION Our study indicates the clinical utility of 18F-FDG-PET/CT in BC restaging and changes in clinical management; the latter observed in approximately one-third of all cases.
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Affiliation(s)
- Ida Skarping
- Division of Oncology, Department of Clinical Sciences, Lund University, Skåne University Hospital, Lund, Sweden;Department of Clinical Physiology and Nuclear Medicine, Skane University Hospital, Lund, Sweden.
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19
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Wei C, Ai H, Mo D, Wang P, Wei L, Liu Z, Li P, Huang T, Liu M. A nomogram based on inflammation and nutritional biomarkers for predicting the survival of breast cancer patients. Front Endocrinol (Lausanne) 2024; 15:1388861. [PMID: 39170737 PMCID: PMC11335604 DOI: 10.3389/fendo.2024.1388861] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 07/24/2024] [Indexed: 08/23/2024] Open
Abstract
Background We aim to develop a new prognostic model that incorporates inflammation, nutritional parameters and clinical-pathological features to predict overall survival (OS) and disease free survival (DFS) of breast cancer (BC) patients. Methods The study included clinicopathological and follow-up data from a total of 2857 BC patients between 2013 and 2021. Data were randomly divided into two cohorts: training (n=2001) and validation (n=856) cohorts. A nomogram was established based on the results of a multivariate Cox regression analysis from the training cohorts. The predictive accuracy and discriminative ability of the nomogram were evaluated by the concordance index (C-index) and calibration curve. Furthermore, decision curve analysis (DCA) was performed to assess the clinical value of the nomogram. Results A nomogram was developed for BC, incorporating lymphocyte, platelet count, hemoglobin levels, albumin-to-globulin ratio, prealbumin level and other key variables: subtype and TNM staging. In the prediction of OS and DFS, the concordance index (C-index) of the nomogram is statistically greater than the C-index values obtained using TNM staging alone. Moreover, the time-dependent AUC, exceeding the threshold of 0.7, demonstrated the nomogram's satisfactory discriminative performance over different periods. DCA revealed that the nomogram offered a greater overall net benefit than the TNM staging system. Conclusion The nomogram incorporating inflammation, nutritional and clinicopathological variables exhibited excellent discrimination. This nomogram is a promising instrument for predicting outcomes and defining personalized treatment strategies for patients with BC.
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Affiliation(s)
- Caibiao Wei
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Huaying Ai
- Department of Injection Room, The People’s Hospital of Yingtan, Yingtan, Jiangxi, China
| | - Dan Mo
- Department of Breast, Guangxi Zhuang Autonomous Region Maternal and Child Health Care Hospital, Nanning, China
| | - Peidong Wang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Liling Wei
- Department of Anesthesiology, First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Zhimin Liu
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Peizhang Li
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Taijun Huang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, China
| | - Miaofeng Liu
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, China
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20
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Nathanson SD, Dieterich LC, Zhang XHF, Chitale DA, Pusztai L, Reynaud E, Wu YH, Ríos-Hoyo A. Associations amongst genes, molecules, cells, and organs in breast cancer metastasis. Clin Exp Metastasis 2024; 41:417-437. [PMID: 37688650 DOI: 10.1007/s10585-023-10230-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 08/18/2023] [Indexed: 09/11/2023]
Abstract
This paper is a cross fertilization of ideas about the importance of molecular aspects of breast cancer metastasis by basic scientists, a pathologist, and clinical oncologists at the Henry Ford Health symposium. We address four major topics: (i) the complex roles of lymphatic endothelial cells and the molecules that stimulate them to enhance lymph node and systemic metastasis and influence the anti-tumor immunity that might inhibit metastasis; (ii) the interaction of molecules and cells when breast cancer spreads to bone, and how bone metastases may themselves spread to internal viscera; (iii) how molecular expression and morphologic subtypes of breast cancer assist clinicians in determining which patients to treat with more or less aggressive therapies; (iv) how the outcomes of patients with oligometastases in breast cancer are different from those with multiple metastases and how that could justify the aggressive treatment of these patients with the hope of cure.
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Affiliation(s)
- S David Nathanson
- Department of Surgery, Henry Ford Health, 2799 W. Grand Blvd, Detroit, MI, 48202, USA.
- Cancer Center, Henry Ford Health, Detroit, MI, USA.
| | - Lothar C Dieterich
- European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
| | - Xiang H-F Zhang
- Lester and Sue Smith Breast Center, Dan L. Duncan Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
| | | | - Lajos Pusztai
- Yale Cancer Center, Yale School of Medicine, New Haven, Connecticut, USA
| | - Emma Reynaud
- European Center for Angioscience (ECAS), Medical Faculty Mannheim of Heidelberg University, Mannheim, Germany
| | - Yi-Hsuan Wu
- Lester and Sue Smith Breast Center, Dan L. Duncan Cancer Center, Department of Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, USA
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21
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Schettini F, Saracchini S, Bassini A, Marus W, Corsetti S, Specogna I, Bertola M, Micheli E, Wirtz RM, Laible M, Şahin U, Strina C, Milani M, Aguggini S, Tancredi R, Fiorio E, Sulfaro S, Generali D. Prediction of response to neoadjuvant chemotherapy by MammaTyper® across breast cancer subtypes: A retrospective cross-sectional study. Breast 2024; 76:103753. [PMID: 38815444 PMCID: PMC11166895 DOI: 10.1016/j.breast.2024.103753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 05/07/2024] [Accepted: 05/22/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Neoadjuvant chemotherapy (NACT) is widely used in the treatment of triple-negative and HER2-positive breast cancer (BC), but its use in estrogen receptor (ER) and/or progesterone receptor (PR) positive/HER2-negative BC is questioned because of the low pathologic complete response (pCR) rates. This retrospective study assessed the mRNA-based MammaTyper® assay's capability of predicting pCR with NACT, and ER, PR, Ki67, and HER2 status at immunohistochemical (IHC) through transcriptomics. METHODS Diagnostic biopsies from 76 BC patients treated at the Cremona Hospital between 2012-2018 were analyzed. Relative mRNA expression levels of ERBB2, ESR1, PGR, and MKI67 were measured using the MammaTyper® kit and integrated into a pCR score. Predicting capability of pCR and standard IHC biomarkers could be assessed with ROC curves in 75 and 76 patients, respectively. RESULTS Overall, 68.0% patients obtained a MammaTyper® high-score and 32.0% a MammaTyper® low-score. Among high-score patients, 62.7% achieved pCR, compared to 16.7% in the low-score group (p = 0.0003). The binary MammaTyper® score showed good prediction of pCR in the overall cohort (area under curve [AUC] = 0.756) and in HR+/HER2-negative cases (AUC = 0.774). In cases with residual disease, the continuous MammaTyper® score correlated moderately with residual tumor size and decrease in tumor size. MammaTyper® showed substantial agreement with IHC for ESR1/ER and ERBB2/HER2, and moderate agreement for PGR/PR and MKI67/Ki67. CONCLUSION Overall, MammaTyper® pCR score may serve as a standardized tool for predicting NACT response in HR+/HER2-negative BC, potentially guiding treatment strategies. Additionally, it could provide a more standardized and reproducible assessment of ER, PR, HER2, and Ki67 status.
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MESH Headings
- Humans
- Female
- Neoadjuvant Therapy
- Retrospective Studies
- Middle Aged
- Breast Neoplasms/drug therapy
- Breast Neoplasms/pathology
- Breast Neoplasms/metabolism
- Receptor, ErbB-2/metabolism
- Receptor, ErbB-2/analysis
- Adult
- Receptors, Progesterone/metabolism
- Receptors, Progesterone/analysis
- Cross-Sectional Studies
- Biomarkers, Tumor/analysis
- Biomarkers, Tumor/metabolism
- Receptors, Estrogen/metabolism
- Receptors, Estrogen/analysis
- Aged
- Chemotherapy, Adjuvant
- Ki-67 Antigen/analysis
- Ki-67 Antigen/metabolism
- Immunohistochemistry
- Predictive Value of Tests
- Treatment Outcome
- RNA, Messenger/analysis
- RNA, Messenger/metabolism
- ROC Curve
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Affiliation(s)
- Francesco Schettini
- Translational Genomics and Targeted Therapies in Solid Tumors Group, August Pi I Sunyer Biomedical Research Institute (IDIBAPS), Barcelona, Spain; Department of Medical Oncology, Hospital Clinic of Barcelona, Barcelona, Spain; Faculty of Medicine and Health Sciences, Universitat de Barcelona, Barcelona, Spain.
| | | | - Anna Bassini
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | - Wally Marus
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | | | - Ilaria Specogna
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | | | - Elvia Micheli
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | - Ralph M Wirtz
- STRATIFYER Molecular Pathology GmbH, Cologne, Germany
| | | | | | - Carla Strina
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Manuela Milani
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Sergio Aguggini
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Richard Tancredi
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy
| | - Elena Fiorio
- Section of Oncology, Department of Medicine, University of Verona School of Medicine and Verona University Hospital Trust, 37134 Verona, Italy
| | - Sandro Sulfaro
- Azienda per l'Assistenza Sanitaria 5 Friuli Occidentale, "Santa Maria degli Angeli" Hospital, Pordenone, Italy
| | - Daniele Generali
- Multidisciplinary Unit of Breast Pathology and Translational Research, Cremona Hospital, Cremona, Italy; Department of Medical, Surgical and Health Sciences, University of Trieste, Trieste, Italy.
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22
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Li Y, Zhai B, Yang B, Wang B, Wang Y, Qu M, Tang Y. Immune myocarditis induced by sintilimab therapy: A case report. Exp Ther Med 2024; 28:333. [PMID: 39006500 PMCID: PMC11240266 DOI: 10.3892/etm.2024.12622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 05/09/2024] [Indexed: 07/16/2024] Open
Abstract
Immunotherapy is a potent tool used in cancer treatment, but the occurrence of immune-related adverse events induced by immune checkpoint inhibitors (ICIs) cannot be overlooked. This is particularly true for rare but potentially fatal cardiovascular complications, such as myocarditis; heart muscle inflammation may lead to heart dysfunction and arrhythmia. The present case is a 68-year-old female breast cancer patient who developed palpitations and elevated cardiac enzyme levels after 1 day of ICI therapy, and the patient was eventually diagnosed with immune myocarditis. After receiving hormonal shock therapy, Ctn I, CK, CK-MB and other cardiac enzyme-related markers improved significantly, and electrocardiogram test returned to normal, and the patient recovered during hospitalization without any major adverse cardiac events. Furthermore, the present study reviewed the mechanism of immune myocarditis induced by ICI therapy, with the aim of providing a clinical foundation for the prevention and diagnosis of cardiovascular adverse events in ICI therapy.
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Affiliation(s)
- Yu Li
- Translational Medical Center, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
- Department of Cardiology, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
| | - Baowei Zhai
- Department of Cardiology, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
| | - Ben Yang
- Translational Medical Center, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
| | - Bin Wang
- Department of Cardiology, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
| | - Yubing Wang
- Translational Medical Center, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
| | - Meihua Qu
- Translational Medical Center, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
| | - Yuanyuan Tang
- Translational Medical Center, Weifang Second People's Hospital, Weifang Respiratory Disease Hospital, Weifang, Shandong 261041, P.R. China
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23
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Zhang S, Yang H, Xu Y, Wang S. Do we need reshape rTNM staging system for ipsilateral breast tumor recurrence of breast cancer? A population-based, propensity score matched cohort study. Breast Cancer Res Treat 2024; 206:637-651. [PMID: 38727889 DOI: 10.1007/s10549-024-07340-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Accepted: 04/10/2024] [Indexed: 06/27/2024]
Abstract
BACKGROUND The aim of the study was to explore the role of recurrent TNM (rTNM) staging in predicting prognosis for ipsilateral breast tumor recurrence (IBTR) and determine the optimal treatment strategy for IBTR. METHOD IBTR cases were identified from the Surveillance, Epidemiology, and End Results (SEER) database spanning the years 2000-2018. Cox proportional hazards analysis was performed to examine factors associated with overall survival (OS) and breast cancer-specific survival (BCSS). Propensity score matching (PSM) was employed to match IBTR with primary early breast cancer (EBC) based on clinicopathological characteristics. Investigations into the impact of different therapies were also included. RESULTS Of the 4375 IBTR cases included in the study, the 5-year OS was 87.1%, 71.6% and 58.7% in rTNM stages I, II and III, respectively. After PSM, while IBTR patients had worse survival to primary EBC patients, prognosis of IBTR for different rTNM stage always closely aligned with the corresponding stage of primary EBC. Repeat breast-conserving surgery (BCS) with radiation therapy was equivalent to mastectomy with respect to OS and BCSS. Chemotherapy was favorable for OS and BCSS in estrogen receptor (ER)-negative IBTR or IBTR occurring within a 60-month interval. CONCLUSIONS rTNM staging system has an outstanding prognostic value for survival outcome of patients with IBTR, and IBTR and primary EBC may have potentially analogous features in the context of TNM staging. BCS plus radiation therapy may be an alternative. IBTR cases who have experienced recurrence with short intervals and with ER-negative tumors might benefit from chemotherapy.
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Affiliation(s)
- Shuwei Zhang
- Breast Center, Peking University People's Hospital, Xizhimen South Street No. 11, Xicheng District, Beijing, 100044, China
| | - Houpu Yang
- Breast Center, Peking University People's Hospital, Xizhimen South Street No. 11, Xicheng District, Beijing, 100044, China
| | - Yaqian Xu
- Breast Center, Peking University People's Hospital, Xizhimen South Street No. 11, Xicheng District, Beijing, 100044, China
| | - Shu Wang
- Breast Center, Peking University People's Hospital, Xizhimen South Street No. 11, Xicheng District, Beijing, 100044, China.
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24
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Lee J, Park S, Bae SJ, Ji J, Kim D, Kim JY, Park HS, Ahn SG, Kim SI, Park BW, Jeong J. Micrometastases in axillary lymph nodes in breast cancer, post-neoadjuvant systemic therapy. Breast Cancer Res 2024; 26:120. [PMID: 39085833 PMCID: PMC11293213 DOI: 10.1186/s13058-024-01874-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 07/21/2024] [Indexed: 08/02/2024] Open
Abstract
INTRODUCTION The significance of minimal residual axillary disease, specifically micrometastases, following neoadjuvant systemic therapy (NST) remains largely unexplored. Our study aimed to elucidate the prognostic implications of micrometastases in axillary and sentinel lymph nodes following NST. METHODS This retrospective study analyzed primary breast cancer patients who underwent surgery after NST from September 2006 through February 2018. All patients received axillary lymph node dissection (ALND), either with or without sentinel lymph node biopsy. Recurrence-free survival (RFS)-associated variables were identified using a multivariate Cox proportional hazard model. RESULTS Of the 978 patients examined, 438 (44.8%) exhibited no pathologic lymph node involvement (ypN0) after NST, while 89 (9.1%) had micrometastases (ypN1mi) and 451 (46.7%) had macrometastases (ypN+). Notably, 51.1% of the patients with sentinel lymph node micrometastases (SLNmi) had additional metastases, nearly triple that of SLN-negative patients (P < 0.001), and 29.8% of SLNmi patients were upstaged with the ALND. Although ypN1mi was not associated with RFS in patients post-NST (HR, 1.02; 95% CI, 0.42-2.49; P = 0.958), SLNmi patients experienced significantly worse RFS compared to SLN-negative patients (hazard ratio [HR], 2.23; 95% confidence intervals [CI], 1.12-4.46; P = 0.023). Additional metastases in SLNmi were more prevalent in patients with larger residual breast disease greater than 20 mm, HR-positive/HER2-negative subtype, and low Ki-67 LI (< 14%). CONCLUSIONS SLNmi is a negative prognostic factor significantly associated with additional non-SLN metastases, while ypN1mi does not influence the prognosis compared to ypN0. Hence, additional ALND may be warranted to confirm axillary nodal status in patients with SLNmi.
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Affiliation(s)
- Janghee Lee
- Department of Surgery, Dongtan Sacred Heart Hospital, Hallym University, Dongtan, Republic of Korea
- Department of Medicine, Yonsei University Graduate School, Seoul, Republic of Korea
| | - Seho Park
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Soong June Bae
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Junghwan Ji
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Dooreh Kim
- Department of Surgery, College of Medicine, Seoul St. Marys's Hospital, The Catholic University of Seoul, Seoul, Republic of Korea
| | - Jee Ye Kim
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Hyung Seok Park
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Sung Gwe Ahn
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Seung Il Kim
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Byeong-Woo Park
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Joon Jeong
- Department of Surgery, Gangnam Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea.
- Institute for Breast Cancer Precision Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea.
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25
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Vaz SC, Woll JPP, Cardoso F, Groheux D, Cook GJR, Ulaner GA, Jacene H, Rubio IT, Schoones JW, Peeters MJV, Poortmans P, Mann RM, Graff SL, Dibble EH, de Geus-Oei LF. Joint EANM-SNMMI guideline on the role of 2-[ 18F]FDG PET/CT in no special type breast cancer : (endorsed by the ACR, ESSO, ESTRO, EUSOBI/ESR, and EUSOMA). Eur J Nucl Med Mol Imaging 2024; 51:2706-2732. [PMID: 38740576 PMCID: PMC11224102 DOI: 10.1007/s00259-024-06696-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Accepted: 03/20/2024] [Indexed: 05/16/2024]
Abstract
INTRODUCTION There is much literature about the role of 2-[18F]FDG PET/CT in patients with breast cancer (BC). However, there exists no international guideline with involvement of the nuclear medicine societies about this subject. PURPOSE To provide an organized, international, state-of-the-art, and multidisciplinary guideline, led by experts of two nuclear medicine societies (EANM and SNMMI) and representation of important societies in the field of BC (ACR, ESSO, ESTRO, EUSOBI/ESR, and EUSOMA). METHODS Literature review and expert discussion were performed with the aim of collecting updated information regarding the role of 2-[18F]FDG PET/CT in patients with no special type (NST) BC and summarizing its indications according to scientific evidence. Recommendations were scored according to the National Institute for Health and Care Excellence (NICE) criteria. RESULTS Quantitative PET features (SUV, MTV, TLG) are valuable prognostic parameters. In baseline staging, 2-[18F]FDG PET/CT plays a role from stage IIB through stage IV. When assessing response to therapy, 2-[18F]FDG PET/CT should be performed on certified scanners, and reported either according to PERCIST, EORTC PET, or EANM immunotherapy response criteria, as appropriate. 2-[18F]FDG PET/CT may be useful to assess early metabolic response, particularly in non-metastatic triple-negative and HER2+ tumours. 2-[18F]FDG PET/CT is useful to detect the site and extent of recurrence when conventional imaging methods are equivocal and when there is clinical and/or laboratorial suspicion of relapse. Recent developments are promising. CONCLUSION 2-[18F]FDG PET/CT is extremely useful in BC management, as supported by extensive evidence of its utility compared to other imaging modalities in several clinical scenarios.
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Affiliation(s)
- Sofia C Vaz
- Nuclear Medicine-Radiopharmacology, Champalimaud Clinical Center, Champalimaud Foundation, Lisbon, Portugal.
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.
| | | | - Fatima Cardoso
- Breast Unit, Champalimaud Clinical Center, Champalimaud Foundation, Lisbon, Portugal
| | - David Groheux
- Nuclear Medicine Department, Saint-Louis Hospital, Paris, France
- University Paris-Diderot, INSERM U976, Paris, France
- Centre d'Imagerie Radio-Isotopique (CIRI), La Rochelle, France
| | - Gary J R Cook
- Department of Cancer Imaging, King's College London, London, UK
- King's College London and Guy's & St Thomas' PET Centre, London, UK
- School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Gary A Ulaner
- Molecular Imaging and Therapy, Hoag Family Cancer Institute, Newport Beach, CA, USA
- University of Southern California, Los Angeles, CA, USA
| | - Heather Jacene
- Dana-Farber Cancer Institute/Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Isabel T Rubio
- Breast Surgical Oncology, Clinica Universidad de Navarra, Madrid, Cancer Center Clinica Universidad de Navarra, Navarra, Spain
| | - Jan W Schoones
- Directorate of Research Policy, Leiden University Medical Center, Leiden, The Netherlands
| | - Marie-Jeanne Vrancken Peeters
- Department of Surgical Oncology, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Surgery, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Philip Poortmans
- Department of Radiation Oncology, Iridium Netwerk, Antwerp, Belgium
- University of Antwerp, Wilrijk, Antwerp, Belgium
| | - Ritse M Mann
- Radiology Department, RadboudUMC, Nijmegen, The Netherlands
| | - Stephanie L Graff
- Lifespan Cancer Institute, Providence, Rhode Island, USA
- Legorreta Cancer Center at Brown University, Providence, Rhode Island, USA
| | - Elizabeth H Dibble
- Department of Diagnostic Imaging, The Warren Alpert Medical School of Brown University, Providence, Rhode Island, USA.
| | - Lioe-Fee de Geus-Oei
- Department of Radiology, Leiden University Medical Center, Leiden, The Netherlands.
- Biomedical Photonic Imaging Group, University of Twente, Enschede, The Netherlands.
- Department of Radiation Science & Technology, Technical University of Delft, Delft, The Netherlands.
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Guan D, Shi Q, Zheng Y, Zheng C, Meng X. Real-World Data on Pathological Response and Survival Outcomes After Neoadjuvant Chemotherapy in HER2-Low Breast Cancer Patients. Clin Breast Cancer 2024; 24:463-472.e2. [PMID: 38744585 DOI: 10.1016/j.clbc.2024.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Revised: 01/01/2024] [Accepted: 04/11/2024] [Indexed: 05/16/2024]
Abstract
BACKGROUND Data on the pathological responses and survival outcomes after neoadjuvant chemotherapy (NACT) in human epidermal growth factor receptor-2 (HER2)-low breast cancer (BC) are lacking. This study aims to investigate this topic in the real world. METHODS Clinicopathological data from 819 HER2-negative BC patients who underwent NACT between 2010 and 2020 were retrospectively retrieved from the Shanghai Jiaotong University Breast Cancer Database. These patients were categorized into HER2-low and HER2-0 groups. Logistic analyses were conducted to identify predictors of complete pathological response (pCR) and breast pCR. Cox regression analyses were conducted to assess the factors associated with disease-free survival (DFS) and overall survival (OS). Kaplan-Meier (K-M) curves were generated to compare DFS and OS between HER2-low BC and HER2-0 BC. RESULTS Of the 819 BC patients, 669 (81.7%) had HER2-low tumors, and 150 (18.3%) had HER2-0 tumors. HER2-low BC had a significantly higher ratio of ER ≥ 10%, PR ≥ 20%, and Ki67 ≥ 15% than HER2-0 BC. A significantly higher breast pCR rate was observed in HER2-low BC than in HER2-0 BC (13.6% and 7.3%, respectively, P = .036). Age, HER2 status (low or 0), Ki67, and surgery options were associated with breast pCR in HER2-negative BC. In HER2-low BC, the pCR rate of ER ≥ 10% BC was significantly lower than that of ER < 10% BC, but the DFS and OS of ER 10% BC were significantly higher. The K-M curve showed no significant differences in DFS or OS between HER2-low and HER2-0 BC. Cox regression revealed that ER expression and histological grade (III vs. I∼II) were significantly associated with survival in HER2-low BC. CONCLUSIONS In this real-world data (RWD) study, a significantly higher breast pCR rate was found in HER2-low BC than in HER2-0 BC, although there was no significant difference in survival. Moreover, ER expression had a significant prognostic impact on HER2-low BC.
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Affiliation(s)
- Dandan Guan
- Suzhou Medical College of Soochow University, Soochow, China; General Surgery, Cancer Center, Department of Breast Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China; Key Laboratory for diagnosis and treatment of upper limb edema and stasis of breast cancer, Hangzhou, Zhejiang, China
| | - Qingyang Shi
- Department of Urinary Surgery, Haining branch of Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Jiaxing, Zhejiang, China
| | - Yajuan Zheng
- General Surgery, Cancer Center, Department of Breast Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China; Key Laboratory for diagnosis and treatment of upper limb edema and stasis of breast cancer, Hangzhou, Zhejiang, China
| | - Chaopeng Zheng
- Zhejiang Chinese Medical University, Hangzhou, Zhejiang, China
| | - Xuli Meng
- General Surgery, Cancer Center, Department of Breast Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China; Key Laboratory for diagnosis and treatment of upper limb edema and stasis of breast cancer, Hangzhou, Zhejiang, China.
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Tittmann J, Ágh T, Erdősi D, Csanády B, Kövér E, Zemplényi A, Kovács S, Vokó Z. Breast cancer stage and molecular subtype distribution: real-world insights from a regional oncological center in Hungary. Discov Oncol 2024; 15:240. [PMID: 38907840 PMCID: PMC11193705 DOI: 10.1007/s12672-024-01096-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/05/2023] [Accepted: 06/12/2024] [Indexed: 06/24/2024] Open
Abstract
OBJECTIVE Examining the distribution of breast cancer (BC) stage and molecular subtype among women aged below (< 45 years), within (45-65 years), and above (> 65 years) the recommended screening age range helps to understand the screening program's characteristics and contributes to enhancing the effectiveness of BC screening programs. METHODS In this retrospective study, female patients with newly diagnosed BC from 2010 to 2020 were identified. The distribution of cases in terms of TNM stages, severity classes, and subtypes was analysed according to age groups. RESULTS A total of 3282 women diagnosed with BC were included in the analysis. Among these cases 51.4% were detected outside the screening age group, and these were characterized by a higher TNM stage compared to those diagnosed within the screening age band. We observed significantly higher relative frequency of advanced BC in the older age group compared to both the screening age population and women younger than 45 years (14.9% vs. 8.7% and 7.7%, P < 0.001). HR-/HER2- and HER+ tumours were relatively more frequent among women under age 45 years (HR-/HER2-: 23.6%, HER2+: 20.5%) compared to those within the screening age range (HR-/HER2-: 13.4%, HER2+: 13.9%) and the older age group (HR-/HER2-: 10.4%, HER2+: 11.5%). CONCLUSIONS The findings of our study shed light on potential areas for the improvement of BC screening programs (e.g., extending screening age group, adjusting screening frequency based on molecular subtype risk status) in Hungary and internationally, as well.
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Affiliation(s)
- Judit Tittmann
- Center for Health Technology Assessment, Semmelweis University, Üllői Str 25, Budapest, 1091, Hungary.
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, Pécs, Hungary.
| | - Tamás Ágh
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, Pécs, Hungary
- Syreon Research Institute, Budapest, Hungary
| | - Dalma Erdősi
- Center for Health Technology Assessment, Semmelweis University, Üllői Str 25, Budapest, 1091, Hungary
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, Pécs, Hungary
| | - Bettina Csanády
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, Pécs, Hungary
| | - Erika Kövér
- Department of Oncotherapy, Medical School and Clinical Center, University of Pécs, Pécs, Hungary
| | - Antal Zemplényi
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, Pécs, Hungary
- Syreon Research Institute, Budapest, Hungary
| | - Sándor Kovács
- Center for Health Technology Assessment and Pharmacoeconomic Research, University of Pécs, Pécs, Hungary
- Syreon Research Institute, Budapest, Hungary
| | - Zoltán Vokó
- Center for Health Technology Assessment, Semmelweis University, Üllői Str 25, Budapest, 1091, Hungary
- Syreon Research Institute, Budapest, Hungary
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Panet F, Papakonstantinou A, Borrell M, Vivancos J, Vivancos A, Oliveira M. Use of ctDNA in early breast cancer: analytical validity and clinical potential. NPJ Breast Cancer 2024; 10:50. [PMID: 38898045 PMCID: PMC11187121 DOI: 10.1038/s41523-024-00653-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 06/01/2024] [Indexed: 06/21/2024] Open
Abstract
Circulating free tumor DNA (ctDNA) analysis is gaining popularity in precision oncology, particularly in metastatic breast cancer, as it provides non-invasive, real-time tumor information to complement tissue biopsies, allowing for tailored treatment strategies and improved patient selection in clinical trials. Its use in early breast cancer has been limited so far, due to the relatively low sensitivity of available techniques in a setting characterized by lower levels of ctDNA shedding. However, advances in sequencing and bioinformatics, as well as the use of methylome profiles, have led to an increasing interest in the application of ctDNA analysis in early breast cancer, from screening to curative treatment evaluation and minimal residual disease (MRD) detection. With multiple prospective clinical trials in this setting, ctDNA evaluation may become useful in clinical practice. This article reviews the data regarding the analytical validity of the currently available tests for ctDNA detection and the clinical potential of ctDNA analysis in early breast cancer.
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Affiliation(s)
- François Panet
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Lady Davis Institute, Jewish General Hospital, Montréal, QC, Canada
| | - Andri Papakonstantinou
- Department of Oncology-Pathology, Karolinska Institute, Stockholm, Sweden
- Department of Breast, Endocrine Tumors and Sarcomas, Karolinska Comprehensive Cancer Center, Karolinska University Hospital, Stockholm, Sweden
| | - Maria Borrell
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain
- Medical Oncology Department, Vall d'Hebron Hospital, Barcelona, Spain
| | - Joan Vivancos
- Cancer Genomics Group, Vall d´Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Ana Vivancos
- Cancer Genomics Group, Vall d´Hebron Institute of Oncology (VHIO), Barcelona, Spain
| | - Mafalda Oliveira
- Breast Cancer Group, Vall d'Hebron Institute of Oncology (VHIO), Barcelona, Spain.
- Medical Oncology Department, Vall d'Hebron Hospital, Barcelona, Spain.
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29
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Lenárt M, Bober P, Marcin M, Tkáčiková S, Kacírová M, Alexovič M, Tóth D, Madárová N, Radoňak J, Urdzík P, Fedačko J, Sabo J. Peripheral Blood CD8 + T-Lymphocyte Immune Response in Benign and Subpopulations of Breast Cancer Patients. Int J Mol Sci 2024; 25:6423. [PMID: 38928129 PMCID: PMC11204132 DOI: 10.3390/ijms25126423] [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: 04/10/2024] [Revised: 06/06/2024] [Accepted: 06/07/2024] [Indexed: 06/28/2024] Open
Abstract
Peripheral blood CD8+ T lymphocytes play a crucial role in cell-mediated immunity and tumor-related immune responses in breast cancer. In this study, label-free quantification analysis and gene set enrichment analysis (GSEA) of CD8+ T lymphocytes in the peripheral blood of benign patients and patients with different breast cancer (BC) subtypes, i.e., luminal A, luminal B, and triple-negative breast cancer (TNBC), were performed using nano-UHPLC and Orbitrap mass spectrometry. Differential protein expression in CD8+ T lymphocytes revealed significant downregulation (log2 FC ≥ 0.38 or ≤-0.38, adj. p < 0.05), particularly in proteins involved in cytotoxicity, cytolysis, and proteolysis, such as granzymes (GZMs) and perforin 1 (PRF1). This downregulation was observed in the benign group (GZMH, GZMM, and PRF1) and luminal B (GZMA, GZMH) subtypes, whereas granzyme K (GZMK) was upregulated in TNBC in comparison to healthy controls. The RNA degradation pathway was significantly downregulated (p < 0.05, normalized enrichment score (NES) from -1.47 to -1.80) across all BC subtypes, suggesting a potential mechanism for regulating gene expression during T cell activation. Also, the Sm-like proteins (LSM2, LSM3, and LSM5) were significantly downregulated in the RNA degradation pathway. Proteomic analysis of CD8+ T lymphocytes in peripheral blood across different breast cancer subtypes provides a comprehensive view of the molecular mechanisms of the systemic immune response that can significantly contribute to advancements in the diagnosis, treatment, and prognosis of this disease.
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Affiliation(s)
- Marek Lenárt
- 1st Department of Surgery, Faculty of Medicine, University of Pavol Jozef Šafárik and UNLP in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.L.); (N.M.); (J.R.)
| | - Peter Bober
- Department of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.M.); (S.T.); (M.A.)
| | - Miroslav Marcin
- Department of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.M.); (S.T.); (M.A.)
| | - Soňa Tkáčiková
- Department of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.M.); (S.T.); (M.A.)
| | - Mária Kacírová
- Center of Clinical and Preclinical Research MEDIPARK, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.K.); (J.F.)
| | - Michal Alexovič
- Department of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.M.); (S.T.); (M.A.)
| | - Dávid Tóth
- Department of Gynaecology and Obstetrics, Faculty of Medicine, University of Pavol Jozef Šafárik and UNLP in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (D.T.); (P.U.)
| | - Natália Madárová
- 1st Department of Surgery, Faculty of Medicine, University of Pavol Jozef Šafárik and UNLP in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.L.); (N.M.); (J.R.)
| | - Jozef Radoňak
- 1st Department of Surgery, Faculty of Medicine, University of Pavol Jozef Šafárik and UNLP in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.L.); (N.M.); (J.R.)
| | - Peter Urdzík
- Department of Gynaecology and Obstetrics, Faculty of Medicine, University of Pavol Jozef Šafárik and UNLP in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (D.T.); (P.U.)
| | - Ján Fedačko
- Center of Clinical and Preclinical Research MEDIPARK, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.K.); (J.F.)
| | - Ján Sabo
- Department of Medical and Clinical Biophysics, Faculty of Medicine, University of Pavol Jozef Šafárik in Košice, Trieda SNP 1, 04011 Košice, Slovakia; (M.M.); (S.T.); (M.A.)
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30
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Boudagh G, Kieft A, Choudhury MSR, Jacques SM, Miller S. Invasive Ductal Breast Carcinoma Metastasis to the Uterine Cervix Presenting As Heavy Vaginal Bleeding: A Case Report and a Literature Review. Cureus 2024; 16:e62523. [PMID: 39022491 PMCID: PMC11253778 DOI: 10.7759/cureus.62523] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/16/2024] [Indexed: 07/20/2024] Open
Abstract
Breast carcinoma metastasis to the uterine cervix is a rare occurrence with diagnostic intricacies. We present a case of a 38-year-old woman diagnosed with bilateral stages IIIA and IIIB invasive ductal carcinoma of the breast who developed heavy vaginal bleeding post-treatment, revealing metastatic involvement of the cervix, confirmed by CT imaging and pathological examination, as the presenting sign of widely metastatic disease. This case underscores the importance of a thorough review of systems and physical exams as well as considering uncommon metastatic sites in breast cancer patients.
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Affiliation(s)
- Gabriel Boudagh
- Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, USA
| | - Aria Kieft
- Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, USA
| | - Moumita S R Choudhury
- Department of Pathology, Detroit Medical Center, Wayne State University, Detroit, USA
| | - Suzanne M Jacques
- Department of Pathology, Detroit Medical Center, Wayne State University, Detroit, USA
| | - Steven Miller
- Department of Radiation Oncology, Wayne State University School of Medicine, Detroit, USA
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31
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Yadav SK, Chavda J, Mishra A, Sharma D, Rawat SJ, Jain R. Sentinel Lymph Node Biopsy after Neoadjuvant Chemotherapy in Breast Cancer Patients with Positive Nodes Using Low-Cost Dual Dye Technique: Identifying Factors Associated with Adequate False Negative Rate Threshold. Breast Care (Basel) 2024; 19:142-148. [PMID: 38894957 PMCID: PMC11182632 DOI: 10.1159/000538654] [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: 02/03/2024] [Accepted: 03/31/2024] [Indexed: 06/21/2024] Open
Abstract
Background In this study, we evaluated the feasibility of the sentinel lymph node (SLN) identification rate (SLN-IR) of fluorescein-guided sentinel lymph node biopsy (SLNB) in combination with methylene blue dye (MBD) and factors which can lead to a false negative rate (FNR) threshold of 10%. Methods This was a prospective cross-sectional non-randomized validation study in patients with post-neoadjuvant chemotherapy (NACT) clinically node negative axilla who were node positive prior to start of NACT. Patients underwent validation of SLNB using fluorescein (and blue LED light) and MBD. Axillary dissection was performed irrespective of SLNB histology. SLIN-IR and FNR were assessed and compared with various molecular subtypes. Results The SLNs were identified in 102 out of 120 (85%) post-NACT patients. The median number of sentinel lymph nodes identified was 2 (range 1-3). The SLN-IR using MBD was 85%, FD was 82.5%, and combined MBD FD was 85%. Two or more SLNs were removed in 72 patients and 11 patients had tumor in the rest of the axilla, resulting in an FNR of 17.4%. An FNR was 25% in case only one SLN was found, and it was 11.42% if two or more than two SLNs were excised. Conclusions This cohort study found that use of low-cost dual dyes in patients with positive axillary disease, rendered cN0 with NACT, with 2 or more negative SLNs with SLNB alone, results in an FNR of 11.4%. Her 2 positive and TNBC with 2 or more negative SLNs are associated with an FNR of <10%. However, the number of such patients was small and further studies with larger sample size are warranted to confirm these findings.
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Affiliation(s)
| | - Jayesh Chavda
- Department of Urology, NSCB Medical College, Jabalpur, India
| | - Arpan Mishra
- Department of Surgery, NSCB Medical College, Jabalpur, India
| | | | - Shyam Ji Rawat
- Department of Radiation Oncology, NSCB Medical College, Jabalpur, India
| | - Rajesh Jain
- Department of Radiation Oncology, NSCB Medical College, Jabalpur, India
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32
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Ge H, Zhu K, Sun Q, Wang H, Liu H, Ge J, Liu C, Liang P, Lv Z, Bao H. The clinical, molecular, and therapeutic implications of time from primary diagnosis to brain metastasis in lung and breast cancer patients. Cancer Med 2024; 13:e7364. [PMID: 38847084 PMCID: PMC11157198 DOI: 10.1002/cam4.7364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 05/13/2024] [Accepted: 05/27/2024] [Indexed: 06/10/2024] Open
Abstract
PURPOSE Lung cancer (LC) and breast cancer (BC) are the most common causes of brain metastases (BMs). Time from primary diagnosis to BM (TPDBM) refers to the time interval between initial LC or BC diagnosis and development of BM. This research aims to identify clinical, molecular, and therapeutic risk factors associated with shorter TPDBM. METHODS We retrospectively reviewed all diagnosed LC and BC patients with BM at Harbin Medical University Cancer Hospital from 2016 to 2020. A total of 570 patients with LC brain metastasis (LCBM) and 173 patients with breast cancer brain metastasis (BCBM) patients who met the inclusion criteria were enrolled for further analysis. BM free survival time curves were generated using Kaplan-Meier analyses. Univariate and multivariate Cox regression analyses were applied to identify risk factors associated with earlier development of BM in LC and BC, respectively. RESULTS The median TPDBM was 5.3 months in LC and 44.4 months in BC. In multivariate analysis, clinical stage IV and M1 stage were independent risk factors for early development of LCBM. LC patients who received chemotherapy, targeted therapy, pulmonary radiotherapy, and pulmonary surgery had longer TPDBM. For BC patients, age ≥ 50 years, Ki67 ≥ 0.3, HER2 positive or triple-negative breast cancer subtype, advanced N stage, and no mastectomy were correlated with shorter TPDBM. CONCLUSIONS This single-institutional study helps identify patients who have a high risk of developing BM early. For these patients, early detection and intervention could have clinical benefits.
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Affiliation(s)
- Haitao Ge
- Department of NeurosurgeryThe First Affiliated Hospital of Harbin Medical UniversityHarbinChina
| | - Kaibin Zhu
- Department of Thoracic SurgeryHarbin Medical University Cancer HospitalHarbinChina
| | - Qian Sun
- Department of NeurosurgeryHarbin Medical University Cancer HospitalHarbinChina
| | - Huan Wang
- Department of NeurosurgeryHarbin Medical University Cancer HospitalHarbinChina
| | - Hui Liu
- Department of NeurosurgeryHarbin Medical University Cancer HospitalHarbinChina
| | - Jinyi Ge
- Harbin Medical UniversityHarbinChina
| | - Chunyang Liu
- Department of NeurosurgeryThe First Affiliated Hospital of Harbin Medical UniversityHarbinChina
| | - Peng Liang
- Department of NeurosurgeryHarbin Medical University Cancer HospitalHarbinChina
| | - Zhonghua Lv
- Department of NeurosurgeryHarbin Medical University Cancer HospitalHarbinChina
| | - Hongbo Bao
- Department of NeurosurgeryHarbin Medical University Cancer HospitalHarbinChina
- Department of Neurosurgery, Beijing Tiantan HospitalCapital Medical UniversityBeijingChina
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Sivakanthan T, Tanner J, Mahata B, Agrawal A. Investigating the role of tumour-to-skin proximity in predicting nodal metastasis in breast cancer. Breast Cancer Res Treat 2024; 205:109-116. [PMID: 38308767 PMCID: PMC11063104 DOI: 10.1007/s10549-023-07230-5] [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: 08/30/2023] [Accepted: 12/11/2023] [Indexed: 02/05/2024]
Abstract
BACKGROUND Understanding the factors influencing nodal status in breast cancer is vital for axillary staging, therapy, and patient survival. The nodal stage remains a crucial factor in prognostication indices. This study investigates the relationship between tumour-to-skin distance (in T1-T3 tumours where the skin is not clinically involved) and the risk of nodal metastasis. METHODS We retrospectively reviewed data from 100 patients who underwent neoadjuvant chemotherapy (NACT). Besides patient demographics and tumour variables, a radiologist retrospectively reviewed pre-operative MRI to measure tumour-to-skin distance. R core packages were used for univariate (χ2 and T-Wilcoxon tests) and bivariate logistic regression statistical analysis. RESULTS Of 95 analysable datasets, patients' median age was 51 years (IQR: 42-61), 97% were symptomatic (rest screen detected), and the median tumour size was 43 mm (IQR, 26-52). On multivariate analysis, increasing invasive tumour size (p = 0.02), ER positivity (p = 0.007) and shorter tumour-to-skin distance (p = 0.05) correlated with nodal metastasis. HER2 was not included in multivariate analysis as there was no association with nodal status on univariate analysis. In node-positive tumours, as tumour size increased, the tumour-to-skin distance decreased (r = - 0.34, p = 0.026). In node-negative tumours, there was no correlation (r = + 0.18, p = 0.23). CONCLUSION This study shows that non-locally advanced cancers closer to the skin (and consequent proximity to subdermal lymphatics) are associated with a greater risk of nodal metastasis. Pre-operative identification of those more likely to be node positive may suggest the need for a second-look USS since a higher nodal stage may lead to a change in therapeutic strategies, such as upfront systemic therapy, node marking, and axillary clearance without the need to return to theatre following sentinel node biopsy.
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Affiliation(s)
| | - J Tanner
- Cambridge University Hospitals, Cambridge, CB2 0QQ, UK
| | - B Mahata
- University of Cambridge, Cambridge, UK
| | - A Agrawal
- Cambridge University Hospitals, Cambridge, CB2 0QQ, UK.
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Lotter W, Hassett MJ, Schultz N, Kehl KL, Van Allen EM, Cerami E. Artificial Intelligence in Oncology: Current Landscape, Challenges, and Future Directions. Cancer Discov 2024; 14:711-726. [PMID: 38597966 PMCID: PMC11131133 DOI: 10.1158/2159-8290.cd-23-1199] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 01/29/2024] [Accepted: 02/28/2024] [Indexed: 04/11/2024]
Abstract
Artificial intelligence (AI) in oncology is advancing beyond algorithm development to integration into clinical practice. This review describes the current state of the field, with a specific focus on clinical integration. AI applications are structured according to cancer type and clinical domain, focusing on the four most common cancers and tasks of detection, diagnosis, and treatment. These applications encompass various data modalities, including imaging, genomics, and medical records. We conclude with a summary of existing challenges, evolving solutions, and potential future directions for the field. SIGNIFICANCE AI is increasingly being applied to all aspects of oncology, where several applications are maturing beyond research and development to direct clinical integration. This review summarizes the current state of the field through the lens of clinical translation along the clinical care continuum. Emerging areas are also highlighted, along with common challenges, evolving solutions, and potential future directions for the field.
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Affiliation(s)
- William Lotter
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Pathology, Brigham and Women’s Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Michael J. Hassett
- Harvard Medical School, Boston, MA, USA
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Nikolaus Schultz
- Marie-Josée and Henry R. Kravis Center for Molecular Oncology, Memorial Sloan Kettering Cancer Center; New York, NY, USA
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Kenneth L. Kehl
- Harvard Medical School, Boston, MA, USA
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Eliezer M. Van Allen
- Harvard Medical School, Boston, MA, USA
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Cancer Program, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Ethan Cerami
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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Wang Q, Shen K, Fei B, Wei M, Ge X, Xie Z. Development and validation of a nomogram to predict cancer-specific survival of elderly patients with unresected gastric cancer who received chemotherapy. Sci Rep 2024; 14:9008. [PMID: 38637579 PMCID: PMC11026516 DOI: 10.1038/s41598-024-59516-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2023] [Accepted: 04/11/2024] [Indexed: 04/20/2024] Open
Abstract
This investigation aimed to explore the prognostic factors in elderly patients with unresected gastric cancer (GC) who have received chemotherapy and to develop a nomogram for predicting their cancer-specific survival (CSS). Elderly gastric cancer patients who have received chemotherapy but no surgery in the Surveillance, Epidemiology, and End Results Database between 2004 and 2015 were included in this study. Cox analyses were conducted to identify prognostic factors, leading to the formulation of a nomogram. The nomogram was validated using receiver operating characteristic (ROC) and calibration curves. The findings elucidated six prognostic factors encompassing grade, histology, M stage, radiotherapy, tumor size, and T stage, culminating in the development of a nomogram. The ROC curve indicated that the area under curve of the nomogram used to predict CSS for 3, 4, and 5 years in the training queue as 0.689, 0.708, and 0.731, and in the validation queue, as 0.666, 0.693, and 0.708. The calibration curve indicated a high degree of consistency between actual and predicted CSS for 3, 4, and 5 years. This nomogram created to predict the CSS of elderly patients with unresected GC who have received chemotherapy could significantly enhance treatment accuracy.
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Affiliation(s)
- Qi Wang
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Kexin Shen
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Bingyuan Fei
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Mengqiang Wei
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Xinbin Ge
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China
| | - Zhongshi Xie
- Department of Gastrointestinal Colorectal and Anal Surgery, China-Japan Union Hospital of Jilin University, Changchun, China.
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Vanni G, Selntigia A, Marsella VE, Russo C, Pellicciaro M, Materazzo M, Rizzo G, Buonomo OC, Exacoustos C. Breast Cancer in Patients with Previous Endometriosis Showed Low Aggressive Subtype. MEDICINA (KAUNAS, LITHUANIA) 2024; 60:625. [PMID: 38674271 PMCID: PMC11051959 DOI: 10.3390/medicina60040625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2024] [Revised: 03/31/2024] [Accepted: 04/04/2024] [Indexed: 04/28/2024]
Abstract
Background and Objectives: The association between endometriosis and breast cancer still remains controversial. The aim of this study was to investigate the different subtypes of breast cancer, immunohistochemical markers, hormone receptors, and ki67 proliferation indexes in patients with and without endometriosis and/or adenomyosis. Materials and Methods: All patients with endometriosis and breast cancer were enrolled. Women with endometriosis and breast cancer (Group BC+EN+) were compared to patients with breast cancer without endometriosis (group BC+EN-) and those with endometriosis without breast cancer (group BC-EN+). General population characteristics and histological and immunohistochemical subtypes of breast cancer were compared between groups. Results: Our study included 41 cases affected by both endometriosis and/or adenomyosis and breast cancer (Group BC+EN+) that were matched (1:2) with 82 patients affected only by breast cancer (group BC+EN-) and 82 patients affected only by endometriosis and/or adenomyosis (group BC-EN+). Group BC+EN+ presented a higher percentage of ER receptor expression (83% vs. 70%, p = 0.02), as well as lower values of Ki 67% (15% vs. 24%, p < 0.0001) and HER2+ (9.8% vs. 28%, p = 0.022). These findings were more evident when comparing patients with premenopausal status, while in postmenopausal patients, this difference was no longer significant. Regarding endometriosis, no statistical differences were observed in type or specific localization of the disease among the groups with and without breast cancer. Conclusions: Patients with endometriosis presented lower aggressive breast cancer rates with higher values of ER% and lower values of Ki 67 and HER2neu+. The type and severity of endometriotic diseases seemed not to influence breast cancer occurrence.
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Affiliation(s)
- Gianluca Vanni
- Breast Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (G.V.); (M.P.); (M.M.); (O.C.B.)
| | - Aikaterini Selntigia
- Obstetrics and Gynecological Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (A.S.); (C.R.); (C.E.)
| | - Valentina Enrica Marsella
- Breast Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (G.V.); (M.P.); (M.M.); (O.C.B.)
| | - Consuelo Russo
- Obstetrics and Gynecological Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (A.S.); (C.R.); (C.E.)
- Ph.D. Program in Translation Medicine, Department Biomedicine and Prevention, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy
| | - Marco Pellicciaro
- Breast Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (G.V.); (M.P.); (M.M.); (O.C.B.)
- Ph.D. Program in Applied Medical-Surgical Sciences, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy
| | - Marco Materazzo
- Breast Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (G.V.); (M.P.); (M.M.); (O.C.B.)
- Ph.D. Program in Applied Medical-Surgical Sciences, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy
| | - Giuseppe Rizzo
- Obstetrics and Gynecological Unit, Department Biomedicine and Prevention, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy;
| | - Oreste Claudio Buonomo
- Breast Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (G.V.); (M.P.); (M.M.); (O.C.B.)
- General Surgery Program, UNIBAS, University of Basilicata, Via dell’Ateneo Lucano, 10, 85100 Potenza, Italy
| | - Caterina Exacoustos
- Obstetrics and Gynecological Unit, Department of Surgical Science, University of Rome “Tor Vergata”, Viale Oxford 81, 00133 Rome, Italy; (A.S.); (C.R.); (C.E.)
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Jung L, Huwer SI, Taran FA, Unger C, Müller C, Solomayer EF, Juhasz-Böss I, Neubauer J. Diagnostic performance of additional imaging tests for staging purposes in a bicentric German series of low-risk early breast cancer patients. Arch Gynecol Obstet 2024; 309:1475-1481. [PMID: 37676317 PMCID: PMC10894132 DOI: 10.1007/s00404-023-07169-4] [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: 06/29/2023] [Accepted: 07/20/2023] [Indexed: 09/08/2023]
Abstract
PURPOSE Low-risk early breast cancer rarely leads to the development of metastatic disease, and in these patients, additional imaging test is controversial. The aim of our study was to evaluate the conventional staging procedures in a bicentric German series of low-risk breast carcinoma patients. METHODS Retrospective evaluation of all patients diagnosed with early, low-risk breast cancer at Saarland University Hospital and Freiburg University Hospital in 2017 was performed. Clinical patient characteristics, the number and type of additional imaging examinations, follow-up examinations, and results were evaluated. The detection rate of metastases and the rate of false-positive findings were analyzed. RESULTS A total of 203 patients were included, with all patients received at least one additional imaging test. Initially, a total of 562 additional imaging examinations were performed: 166 chest X-rays, 169 upper abdominal ultrasounds, 199 bone scans, 27 computer tomographies (CT) chest and abdomen, and 1 CT abdomen. 6.8% of patients had abnormal findings reported, requiring 38 additional imaging examinations. One patient (0.5%) was found to have bone metastases. The rate of false-positive findings in the performed additional imaging procedures was 6.6%. CONCLUSION Metastatic disease was detected in one of 203 patients with low-risk early breast cancer. A total of 562 examinations and additional 38 follow-up examinations were performed without detection of metastasis (this corresponds to approximately 3 examinations/patient). The rate of false-positive findings was 6.6%. The performance of additional imaging procedures for detection of distant metastases should be critically reconsidered in patients with low-risk early breast cancer.
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Affiliation(s)
- Lisa Jung
- Department of Obstetrics & Gynecology at the Medical Center-University of Freiburg, Hugstetterstr. 55, 79106, Freiburg, Germany.
- Department of Obstetrics and Gynecology at the Medical Center, University of Saarland, Homburg, Germany.
| | - Sarah Isabelle Huwer
- Department of Obstetrics & Gynecology at the Medical Center-University of Freiburg, Hugstetterstr. 55, 79106, Freiburg, Germany
- Department of Obstetrics and Gynecology at the Medical Center, University of Saarland, Homburg, Germany
| | - Florin-Andrei Taran
- Department of Obstetrics & Gynecology at the Medical Center-University of Freiburg, Hugstetterstr. 55, 79106, Freiburg, Germany
| | - Clara Unger
- Department of Obstetrics & Gynecology at the Medical Center-University of Freiburg, Hugstetterstr. 55, 79106, Freiburg, Germany
| | - Carolin Müller
- Department of Obstetrics and Gynecology at the Medical Center, University of Saarland, Homburg, Germany
| | - Erich-Franz Solomayer
- Department of Obstetrics and Gynecology at the Medical Center, University of Saarland, Homburg, Germany
| | - Ingolf Juhasz-Böss
- Department of Obstetrics & Gynecology at the Medical Center-University of Freiburg, Hugstetterstr. 55, 79106, Freiburg, Germany
| | - Jakob Neubauer
- Department of Radiology, University Medical Center Freiburg, Freiburg, Germany
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McClellan JC, Li JL, Gao G, Huo D. Expression- and splicing-based multi-tissue transcriptome-wide association studies identified multiple genes for breast cancer by estrogen-receptor status. Breast Cancer Res 2024; 26:51. [PMID: 38515142 PMCID: PMC10958972 DOI: 10.1186/s13058-024-01809-6] [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: 09/22/2023] [Accepted: 03/14/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Although several transcriptome-wide association studies (TWASs) have been performed to identify genes associated with overall breast cancer (BC) risk, only a few TWAS have explored the differences in estrogen receptor-positive (ER+) and estrogen receptor-negative (ER-) breast cancer. Additionally, these studies were based on gene expression prediction models trained primarily in breast tissue, and they did not account for alternative splicing of genes. METHODS In this study, we utilized two approaches to perform multi-tissue TWASs of breast cancer by ER subtype: (1) an expression-based TWAS that combined TWAS signals for each gene across multiple tissues and (2) a splicing-based TWAS that combined TWAS signals of all excised introns for each gene across tissues. To perform this TWAS, we utilized summary statistics for ER + BC from the Breast Cancer Association Consortium (BCAC) and for ER- BC from a meta-analysis of BCAC and the Consortium of Investigators of Modifiers of BRCA1 and BRCA2 (CIMBA). RESULTS In total, we identified 230 genes in 86 loci that were associated with ER + BC and 66 genes in 29 loci that were associated with ER- BC at a Bonferroni threshold of significance. Of these genes, 2 genes associated with ER + BC at the 1q21.1 locus were located at least 1 Mb from published GWAS hits. For several well-studied tumor suppressor genes such as TP53 and CHEK2 which have historically been thought to impact BC risk through rare, penetrant mutations, we discovered that common variants, which modulate gene expression, may additionally contribute to ER + or ER- etiology. CONCLUSIONS Our study comprehensively examined how differences in common variation contribute to molecular differences between ER + and ER- BC and introduces a novel, splicing-based framework that can be used in future TWAS studies.
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Affiliation(s)
- Julian C McClellan
- Department of Public Health Sciences, University of Chicago, Chicago, IL, 60637, USA
| | - James L Li
- Department of Public Health Sciences, University of Chicago, Chicago, IL, 60637, USA
| | - Guimin Gao
- Department of Public Health Sciences, University of Chicago, Chicago, IL, 60637, USA.
| | - Dezheng Huo
- Department of Public Health Sciences, University of Chicago, Chicago, IL, 60637, USA.
- Section of Hematology & Oncology, Department of Medicine, University of Chicago, Chicago, IL, 60637, USA.
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Lee J, Lee G, Park HS, Jeong BK, Gong G, Jeong JH, Lee HJ. Factors associated with engraftment success of patient-derived xenografts of breast cancer. Breast Cancer Res 2024; 26:49. [PMID: 38515107 PMCID: PMC10956311 DOI: 10.1186/s13058-024-01794-w] [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: 11/22/2023] [Accepted: 02/22/2024] [Indexed: 03/23/2024] Open
Abstract
BACKGROUND Patient-derived xenograft (PDX) models serve as a valuable tool for the preclinical evaluation of novel therapies. They closely replicate the genetic, phenotypic, and histopathological characteristics of primary breast tumors. Despite their promise, the rate of successful PDX engraftment is various in the literature. This study aimed to identify the key factors associated with successful PDX engraftment of primary breast cancer. METHODS We integrated clinicopathological data with morphological attributes quantified using a trained artificial intelligence (AI) model to identify the principal factors affecting PDX engraftment. RESULTS Multivariate logistic regression analyses demonstrated that several factors, including a high Ki-67 labeling index (Ki-67LI) (p < 0.001), younger age at diagnosis (p = 0.032), post neoadjuvant chemotherapy (NAC) (p = 0.006), higher histologic grade (p = 0.039), larger tumor size (p = 0.029), and AI-assessed higher intratumoral necrosis (p = 0.027) and intratumoral invasive carcinoma (p = 0.040) proportions, were significant factors for successful PDX engraftment (area under the curve [AUC] 0.905). In the NAC group, a higher Ki-67LI (p < 0.001), lower Miller-Payne grade (p < 0.001), and reduced proportion of intratumoral normal breast glands as assessed by AI (p = 0.06) collectively provided excellent prediction accuracy for successful PDX engraftment (AUC 0.89). CONCLUSIONS We found that high Ki-67LI, younger age, post-NAC status, higher histologic grade, larger tumor size, and specific morphological attributes were significant factors for predicting successful PDX engraftment of primary breast cancer.
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Affiliation(s)
- Jongwon Lee
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - GunHee Lee
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | | | - Byung-Kwan Jeong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Gyungyub Gong
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea
| | - Jae Ho Jeong
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
| | - Hee Jin Lee
- Department of Pathology, Asan Medical Center, University of Ulsan College of Medicine, 88, Olympic-ro 43-gil, Songpa-gu, Seoul, 05505, South Korea.
- NeogenTC Corp., Seoul, South Korea.
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Wei C, Liang Y, Mo D, Lin Q, Liu Z, Li M, Qin Y, Fang M. Cost-effective prognostic evaluation of breast cancer: using a STAR nomogram model based on routine blood tests. Front Endocrinol (Lausanne) 2024; 15:1324617. [PMID: 38529388 PMCID: PMC10961337 DOI: 10.3389/fendo.2024.1324617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 02/26/2024] [Indexed: 03/27/2024] Open
Abstract
Background Breast cancer (BC) is the most common and prominent deadly disease among women. Predicting BC survival mainly relies on TNM staging, molecular profiling and imaging, hampered by subjectivity and expenses. This study aimed to establish an economical and reliable model using the most common preoperative routine blood tests (RT) data for survival and surveillance strategy management. Methods We examined 2863 BC patients, dividing them into training and validation cohorts (7:3). We collected demographic features, pathomics characteristics and preoperative 24-item RT data. BC risk factors were identified through Cox regression, and a predictive nomogram was established. Its performance was assessed using C-index, area under curves (AUC), calibration curve and decision curve analysis. Kaplan-Meier curves stratified patients into different risk groups. We further compared the STAR model (utilizing HE and RT methodologies) with alternative nomograms grounded in molecular profiling (employing second-generation short-read sequencing methodologies) and imaging (utilizing PET-CT methodologies). Results The STAR nomogram, incorporating subtype, TNM stage, age and preoperative RT data (LYM, LYM%, EOSO%, RDW-SD, P-LCR), achieved a C-index of 0.828 in the training cohort and impressive AUCs (0.847, 0.823 and 0.780) for 3-, 5- and 7-year OS rates, outperforming other nomograms. The validation cohort showed similar impressive results. The nomogram calculates a patient's total score by assigning values to each risk factor, higher scores indicating a poor prognosis. STAR promises potential cost savings by enabling less intensive surveillance in around 90% of BC patients. Compared to nomograms based on molecular profiling and imaging, STAR presents a more cost-effective, with potential savings of approximately $700-800 per breast cancer patient. Conclusion Combining appropriate RT parameters, STAR nomogram could help in the detection of patient anemia, coagulation function, inflammation and immune status. Practical implementation of the STAR nomogram in a clinical setting is feasible, and its potential clinical impact lies in its ability to provide an early, economical and reliable tool for survival prediction and surveillance strategy management. However, our model still has limitations and requires external data validation. In subsequent studies, we plan to mitigate the potential impact on model robustness by further updating and adjusting the data and model.
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Affiliation(s)
- Caibiao Wei
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
| | - Yihua Liang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
| | - Dan Mo
- Department of Breast, Guangxi Zhuang Autonomous Region Maternal and Child Health Care Hospital, Nanning, China
| | - Qiumei Lin
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
| | - Zhimin Liu
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
| | - Meiqin Li
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
| | - Yuling Qin
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
| | - Min Fang
- Department of Clinical Laboratory, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
- Guangxi Clinical Research Center for Anesthesiology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China
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Abulkhair O, Omair A, Makanjuola D, Al Zaid M, Al Riyees L, Abdelhafiez N, Masuadi E, Alamri G, Althan F, Alkushi A, Partridge A. Breast Cancer in Young Women: Is It Different? A Single-Center Retrospective Cohort Study. Clin Med Insights Oncol 2024; 18:11795549241228235. [PMID: 38380225 PMCID: PMC10878213 DOI: 10.1177/11795549241228235] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 01/08/2024] [Indexed: 02/22/2024] Open
Abstract
Introduction Breast cancer (BC) is one of the commonest cancers among women worldwide. Differences regarding tumor biology, presentation, genetics, and molecular subtypes may contribute to the relatively poorer prognosis among younger women. Limited information exists regarding pathologic characteristics and long-term outcomes among this group. Methods This retrospective cohort study included 695 BC patients diagnosed over a 10-year period and investigated the clinicopathological characteristics and long-term disease outcomes among patients diagnosed at age less than or equal to 40 years compared with older ones. Cox regression analysis was performed, and Kaplan-Meier curves were generated to assess overall survival (OS). Results Compared with the younger patients (⩽40 years) estrogen receptor (ER) and progesterone receptor (PR) expression was mainly positive in older patients (>40 years) (76.2% vs 61.3% and 64.2% vs 49.6%, respectively). The most common molecular subtype in both age groups was luminal B (44.1% in older and 40.3% in younger). A clinical complete remission after neoadjuvant therapy was observed more frequently in older patients (76.7%; N = 442) in comparison with the younger patients (66.4%; N = 79) (P = .018). Recurrence and disease progression were significantly more likely to occur among younger patients accounting for 12.6% and 29.4% of the cases, compared with 6.3% and 18.2% in older patients (P = .016 and P = .006, respectively). The overall mortality was 132 (19%) of 695, with 88% cancer-related deaths. Estrogen receptor and PR expression (P ⩽ .001 and P = .003, respectively), molecular subtype (P = .002), tumor grade (P = .002), and N stage (P = .038) were the variables that were found to be significantly influenced by age. The OS was not statistically different among 2 age groups, but younger patients with luminal A molecular subtype showed significantly poor outcome (P = .019). Conclusion Overall survival in women diagnosed with BC at age less than or equal to 40 years is not significantly worse than older patients. However, among patients with luminal A subtype, younger women had relatively poor survival. Further research is needed to understand this age-based disparity in outcomes.
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Affiliation(s)
| | - Ahmad Omair
- Department of Basic Science, College of Science and Health Professions, King Saud bin Abdulaziz University for Health Sciences & King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Dorothy Makanjuola
- Medical Imaging Department, King Abdulaziz Medical City of National Guard & King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Manal Al Zaid
- Surgery Department, King Abdulaziz Medical City of National Guard & King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Lolwah Al Riyees
- Surgery Department, King Abdulaziz Medical City of National Guard & King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Nafisa Abdelhafiez
- Oncology Department, King Abdulaziz Medical City of National Guard & King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Emad Masuadi
- Institute of Public Health, United Arab Emirates University, Al Ain, UAE
| | - Ghaida Alamri
- College of Medicine, King Saud bin Abdulaziz University for Health Sciences & King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Fatinah Althan
- Women Imaging Department, Suliman Alhabib Hospital, Riyadh, Saudi Arabia
| | - Abdulmohsen Alkushi
- Department of Pathology & Laboratory Medicine, King Abdulaziz Medical City of National Guard & King Abdullah International Medical Research Center, Riyadh, Saudi Arabia
| | - Ann Partridge
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
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Singh A, Georgy JT, Dhananjayan S, Sigamani E, John AO, Joel A, Chandramohan J, Abarna R, Rebekah G, Backianathan S, Abraham DT, Paul MJ, Chacko RT, Manipadam MT, Pai R. Comparative analysis of mutational patterns in triple negative breast cancer before and after neoadjuvant chemotherapy in patients with residual disease. Gene 2024; 895:147980. [PMID: 37951371 DOI: 10.1016/j.gene.2023.147980] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 09/13/2023] [Accepted: 11/08/2023] [Indexed: 11/14/2023]
Abstract
Triple-negative breast cancer (TNBC) is a heterogeneous disease with poor survival compared to other subtypes. Patients with residual disease after neoadjuvant chemotherapy (NAC) face an increased risk of relapse and death. We aimed to characterize the mutational landscape of this subset to offer insights into relapse pathogenesis and potential therapeutic targets. We retrospectively analyzed archived paired (pre- and post-NAC) tumor samples from 25 patients with TNBC with residual disease using a targeted 72-gene next-generation sequencing panel. Our findings revealed a stable mutational burden in both pre- and post-NAC samples, with a median count of 12 variants (IQR 7-17.25) per sample. TP53, PMS2, PTEN, ERBB2, and NOTCH1 variants were observed in pre-NAC samples predominantly. Notably, post-NAC samples exhibited a significant increase in AR gene mutations, suggesting potential prognostic and predictive implications. No difference in mutational burden was found between patients who did and did not receive platinum (p = 0.94), or between those with and without recurrence (p = 0.49). We employed K-means clustering to categorize the patients based on their variant profiles, aiding in the prediction of possible patterns associated with recurrence. Our study was limited by its small sample size and retrospective design, suggesting the need for further validation in larger prospective cohorts.
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Affiliation(s)
- Ashish Singh
- Department of Medical Oncology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Josh Thomas Georgy
- Department of Medical Oncology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Sakthi Dhananjayan
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Elanthenral Sigamani
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Ajoy Oommen John
- Department of Medical Oncology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Anjana Joel
- Department of Medical Oncology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Jagan Chandramohan
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Rajadurai Abarna
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Grace Rebekah
- Department of Biostatistics, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Selvamani Backianathan
- Department of Radiotherapy, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | - Deepak Thomas Abraham
- Department of Endocrine Surgery, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | | | - Raju Titus Chacko
- Department of Medical Oncology, Christian Medical College, Vellore, Tamil Nadu 632004, India
| | | | - Rekha Pai
- Department of Pathology, Christian Medical College, Vellore, Tamil Nadu 632004, India.
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Cruz-Ramos JA, Trapero-Corona MI, Valencia-Hernández IA, Gómez-Vargas LA, Toranzo-Delgado MT, Cano-Magaña KR, De la Mora-Jiménez E, del Carmen López-Armas G. Strain Elastography Fat-to-Lesion Index Is Associated with Mammography BI-RADS Grading, Biopsy, and Molecular Phenotype in Breast Cancer. BIOSENSORS 2024; 14:94. [PMID: 38392013 PMCID: PMC10886583 DOI: 10.3390/bios14020094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 01/31/2024] [Accepted: 02/02/2024] [Indexed: 02/24/2024]
Abstract
Breast cancer (BC) affects millions of women worldwide, causing over 500,000 deaths annually. It is the leading cause of cancer mortality in women, with 70% of deaths occurring in developing countries. Elastography, which evaluates tissue stiffness, is a promising real-time minimally invasive technique for BC diagnosis. This study assessed strain elastography (SE) and the fat-to-lesion (F/L) index for BC diagnosis. This prospective study included 216 women who underwent SE, ultrasound, mammography, and breast biopsy (108 malignant, 108 benign). Three expert radiologists performed imaging and biopsies. Mean F/L index was 3.70 ± 2.57 for benign biopsies and 18.10 ± 17.01 for malignant. We developed two predictive models: a logistic regression model with AUC 0.893, 79.63% sensitivity, 87.62% specificity, 86.9% positive predictive value (+PV), and 80.7% negative predictive value (-PV); and a neural network with AUC 0.902, 80.56% sensitivity, 88.57% specificity, 87.9% +PV, and 81.6% -PV. The optimal Youden F/L index cutoff was >5.76, with 84.26% sensitivity and specificity. The F/L index positively correlated with BI-RADS (Spearman's r = 0.073, p < 0.001) and differed among molecular subtypes (Kruskal-Wallis, p = 0.002). SE complements mammography for BC diagnosis. With adequate predictive capacity, SE is fast, minimally invasive, and useful when mammography is contraindicated.
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Affiliation(s)
- José Alfonso Cruz-Ramos
- Departamento de Clínicas Médicas, Instituto de Patología Infecciosa y Experimental, Centro Universitario de Ciencias de la Salud, Universidad de Guadalajara; Guadalajara 44340, Mexico
- Subdirección de Desarrollo Institucional, Instituto Jalisciense de Cancerología, Guadalajara 44280, Mexico
| | - Mijaíl Irak Trapero-Corona
- Subdirección de Desarrollo Institucional, Instituto Jalisciense de Cancerología, Guadalajara 44280, Mexico
| | - Ingrid Aurora Valencia-Hernández
- Departamento de Ciencias Computacionales, Instituto Nacional de Astrofísica Óptica y Electrónica, San Andrés Cholula 72840, Mexico
| | - Luz Amparo Gómez-Vargas
- Subdirección de Desarrollo Institucional, Instituto Jalisciense de Cancerología, Guadalajara 44280, Mexico
| | | | - Karla Raquel Cano-Magaña
- Subdirección de Desarrollo Institucional, Instituto Jalisciense de Cancerología, Guadalajara 44280, Mexico
| | | | - Gabriela del Carmen López-Armas
- Laboratorio de Biomédica-Mecatrónica, Subdirección de Investigación y Extensión, Centro de Enseñanza Técnica Industrial Plantel Colomos, Guadalajara 44638, Mexico
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Piedra-Delgado L, Chambergo-Michilot D, Morante Z, Fairen C, Jerves-Coello F, Luque-Benavides R, Casas F, Bustamante E, Razuri-Bustamante C, Torres-Roman JS, Fuentes H, Gomez H, Narvaez-Rojas A, De la Cruz-Ku G, Araujo J. Survival according to the site of metastasis in triple-negative breast cancer patients: The Peruvian experience. PLoS One 2024; 19:e0293833. [PMID: 38300959 PMCID: PMC10833533 DOI: 10.1371/journal.pone.0293833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Accepted: 10/19/2023] [Indexed: 02/03/2024] Open
Abstract
BACKGROUND Evidence regarding differences in survival associated with the site of metastasis in triple-negative breast cancer (TNBC) remains limited. Our aim was to analyze the overall survival (OS), distant relapse free survival (DRFS), and survival since the diagnosis of the relapse (MS), according to the side of metastasis. METHODS This was a retrospective study of TNBC patients with distant metastases at the Instituto Nacional de Enfermedades Neoplasicas (Lima, Peru) from 2000 to 2014. Prognostic factors were determined by multivariate Cox regression analysis. RESULTS In total, 309 patients were included. Regarding the type of metastasis, visceral metastasis accounted for 41% and the lung was the most frequent first site of metastasis (33.3%). With a median follow-up of 10.2 years, the 5-year DRFS and OS were 10% and 26%, respectively. N staging (N2-N3 vs. N0, HR = 1.49, 95%CI: 1.04-2.14), metastasis in visceral sites (vs. bone; HR = 1.55, 95%CI: 0.94-2.56), the central nervous system (vs. bone; HR = 1.88, 95% CI: 1.10-3.22), and multiple sites (vs. bone; HR = 2.55, 95%CI:1.53-4.25) were prognostic factors of OS whereas multiple metastasis (HR = 2.30, 95% CI: 1.42-3.72) was a predictor of MS. In terms of DRFS, there were no differences according to metastasis type or solid organ. CONCLUSION TNBC patients with multiple metastasis and CNS metastasis have an increased risk of death compared to those with bone metastasis in terms of OS and MS.
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Affiliation(s)
| | | | - Zaida Morante
- Departamento de Oncología Médica, Instituto Nacional de Enfermedades Neoplásicas, Lima, Perú
| | - Carlos Fairen
- Boston Medical Center, Boston, Massachusetts, United States of America
| | | | | | - Fresia Casas
- Universidad Peruana Cayetano Heredia, Lima, Peru
| | | | | | | | - Hugo Fuentes
- Departamento de Oncología Médica, Instituto Nacional de Enfermedades Neoplásicas, Lima, Perú
| | - Henry Gomez
- Departamento de Oncología Médica, Instituto Nacional de Enfermedades Neoplásicas, Lima, Perú
| | - Alexis Narvaez-Rojas
- Department of Surgical Oncology, Miller School of Medicine, University Of Miami, Miami, Florida, United States of America
| | | | - Jhajaira Araujo
- Escuela Profesional de Medicina Humana, Universidad Privada San Juan Bautista, Chorrillos, Lima, Peru
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Sun J, Qi C, Liu Y, Gao F, Fu X, Tian Y. Evaluation of Multiple Liver Cancer Scoring Systems. Adv Biol (Weinh) 2024; 8:e2300301. [PMID: 37863815 DOI: 10.1002/adbi.202300301] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Revised: 09/17/2023] [Indexed: 10/22/2023]
Abstract
Liver cancer is one of the most common malignant tumors in the world, and its incidence and mortality are increasing year by year. The prognosis of liver cancer depends on the stage of liver cancer, the treatment method, the liver function, and individual differences. The prognosis of liver cancer mainly worsens with the progression of the stage. The prediction and staging system of liver cancer prognosis plays a very important role in the outcome of liver cancer prognosis, providing some guidance for clinical practice and bringing benefits for patients. This article reports on the prediction models and staging systems that have been applied in the field of liver cancer in the past 5 years, objectively analyzes the advantages and disadvantages, applicable population of each model and staging system, and searches for other patient and clinical characteristics that need to be considered for successfully establishing a prediction model, aiming to improve the specificity, sensitivity, and accuracy of liver cancer prediction and increase the overall survival rate of liver cancer.
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Affiliation(s)
- Jingchao Sun
- Department of Biliary and Pancreatic Surgery, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Chao Qi
- Department of Biliary and Pancreatic Surgery, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Ya Liu
- Department of Biliary and Pancreatic Surgery, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Fei Gao
- Department of Biliary and Pancreatic Surgery, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Xifeng Fu
- Department of Biliary and Pancreatic Surgery, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
| | - Yanzhang Tian
- Department of Biliary and Pancreatic Surgery, Third Hospital of Shanxi Medical University, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Tongji Shanxi Hospital, Taiyuan, 030032, China
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Lynce F, Stevens LE, Li Z, Brock JE, Gulvady A, Huang Y, Nakhlis F, Patel A, Force JM, Haddad TC, Ueno N, Stearns V, Wolff AC, Clark AS, Bellon JR, Richardson ET, Balko JM, Krop IE, Winer EP, Lange P, Hwang ES, King TA, Tolaney SM, Thompson A, Gupta GP, Mittendorf EA, Regan MM, Overmoyer B, Polyak K. TBCRC 039: a phase II study of preoperative ruxolitinib with or without paclitaxel for triple-negative inflammatory breast cancer. Breast Cancer Res 2024; 26:20. [PMID: 38297352 PMCID: PMC10829369 DOI: 10.1186/s13058-024-01774-0] [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: 09/14/2023] [Accepted: 01/18/2024] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Patients with inflammatory breast cancer (IBC) have overall poor clinical outcomes, with triple-negative IBC (TN-IBC) being associated with the worst survival, warranting the investigation of novel therapies. Preclinical studies implied that ruxolitinib (RUX), a JAK1/2 inhibitor, may be an effective therapy for TN-IBC. METHODS We conducted a randomized phase II study with nested window-of-opportunity in TN-IBC. Treatment-naïve patients received a 7-day run-in of RUX alone or RUX plus paclitaxel (PAC). After the run-in, those who received RUX alone proceeded to neoadjuvant therapy with either RUX + PAC or PAC alone for 12 weeks; those who had received RUX + PAC continued treatment for 12 weeks. All patients subsequently received 4 cycles of doxorubicin plus cyclophosphamide prior to surgery. Research tumor biopsies were performed at baseline (pre-run-in) and after run-in therapy. Tumors were evaluated for phosphorylated STAT3 (pSTAT3) by immunostaining, and a subset was also analyzed by RNA-seq. The primary endpoint was the percent of pSTAT3-positive pre-run-in tumors that became pSTAT3-negative. Secondary endpoints included pathologic complete response (pCR). RESULTS Overall, 23 patients were enrolled, of whom 21 completed preoperative therapy. Two patients achieved pCR (8.7%). pSTAT3 and IL-6/JAK/STAT3 signaling decreased in post-run-in biopsies of RUX-treated samples, while sustained treatment with RUX + PAC upregulated IL-6/JAK/STAT3 signaling compared to RUX alone. Both treatments decreased GZMB+ T cells implying immune suppression. RUX alone effectively inhibited JAK/STAT3 signaling but its combination with PAC led to incomplete inhibition. The immune suppressive effects of RUX alone and in combination may negate its growth inhibitory effects on cancer cells. CONCLUSION In summary, the use of RUX in TN-IBC was associated with a decrease in pSTAT3 levels despite lack of clinical benefit. Cancer cell-specific-targeting of JAK2/STAT3 or combinations with immunotherapy may be required for further evaluation of JAK2/STAT3 signaling as a cancer therapeutic target. TRIAL REGISTRATION www. CLINICALTRIALS gov , NCT02876302. Registered 23 August 2016.
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Affiliation(s)
- Filipa Lynce
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA.
- Harvard Medical School, Boston, MA, USA.
- Brigham and Women's Hospital, Boston, MA, USA.
| | - Laura E Stevens
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Zheqi Li
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Jane E Brock
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Anushree Gulvady
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Ying Huang
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Faina Nakhlis
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Ashka Patel
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | | | | | - Naoto Ueno
- MD Anderson Cancer Center, Houston, TX, USA
| | | | | | - Amy S Clark
- University of Pennsylvania, Philadelphia, PA, USA
| | - Jennifer R Bellon
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Edward T Richardson
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Justin M Balko
- Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ian E Krop
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
- Yale Cancer Center, New Haven, CT, USA
| | - Eric P Winer
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
- Yale Cancer Center, New Haven, CT, USA
| | - Paulina Lange
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
| | | | - Tari A King
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Sara M Tolaney
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | | | | | - Elizabeth A Mittendorf
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Meredith M Regan
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
| | - Beth Overmoyer
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA
- Harvard Medical School, Boston, MA, USA
- Brigham and Women's Hospital, Boston, MA, USA
| | - Kornelia Polyak
- Dana-Farber Cancer Institute, 450 Brookline Ave., Boston, MA, 02215, USA.
- Harvard Medical School, Boston, MA, USA.
- Brigham and Women's Hospital, Boston, MA, USA.
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Wang W, Dou B, Wang Q, Li H, Li C, Zhao W, Fang L, Pylypenko D, Chu Y. Comparison of MUSE-DWI and conventional DWI in the application of invasive breast cancer and malignancy grade prediction: A comparative study. Heliyon 2024; 10:e24379. [PMID: 38304790 PMCID: PMC10830508 DOI: 10.1016/j.heliyon.2024.e24379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 12/20/2023] [Accepted: 01/08/2024] [Indexed: 02/03/2024] Open
Abstract
Objective To compare MUSE-DWI with conventional DWI in assessing lesions of invasive breast cancer and evaluating the ADC values for preoperative histological grading. Methods A retrospective analysis was conducted on 63 lesions confirmed as invasive breast cancer by surgical or biopsy pathology. Preoperatively, all patients underwent MUSE-DWI, conventional DWI, and dynamic contrast-enhanced (DCE) scans. Two radiologists with over 5 years of experience (intermediate and senior levels, respectively) subjectively evaluated the images for clarity, image artifacts, and distortion. Objective evaluation included signal-to-noise ratio (SNR) of lesions and fibrous tissue, as well as the ADC values of both imaging techniques. Due to the limited number of cases classified as grade I and the insignificant difference in disease-specific survival and recurrence scores between grades I and II tumors, grades I and II were grouped as low-grade, while grade III was classified as high-grade. Receiver operating characteristic (ROC) curves were used to evaluate the efficacy of ADC values in preoperatively predicting the grading of invasive breast cancer. Results The SNR and subjective quality scores of MUSE-DWI images were significantly higher than those of conventional DWI (p < 0.05). For the same case, the ADC values of MUSE-DWI were lower than those of conventional DWI. The AUC values for predicting the grading of invasive breast cancer were 0.849 for MUSE-DWI and 0.801 for conventional DWI. Conclusion Compared to conventional DWI, MUSE-DWI significantly reduces artifacts and distortions, greatly improving image quality. Moreover, MUSE-DWI demonstrates higher diagnostic efficacy for preoperative histological grading of invasive breast cancer.
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Affiliation(s)
| | - Bowen Dou
- Weifang Medical University, Weifang, 261053, China
| | - Qi Wang
- Department of Radiology, Weifang People's Hospital, Weifang, Shandong, 261041, China
| | - Haogang Li
- Department of Radiology, Weifang People's Hospital, Weifang, Shandong, 261041, China
| | - Changshuai Li
- Department of Radiology, Weifang People's Hospital, Weifang, Shandong, 261041, China
| | - Wenjing Zhao
- Department of Radiology, Weifang People's Hospital, Weifang, Shandong, 261041, China
| | - Longjiang Fang
- Department of Radiology, Weifang People's Hospital, Weifang, Shandong, 261041, China
| | | | - Yujing Chu
- Department of Radiology, Weifang People's Hospital, Weifang, Shandong, 261041, China
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Ndlovu H, Lawal IO, Mokoala KMG, Sathekge MM. Imaging Molecular Targets and Metabolic Pathways in Breast Cancer for Improved Clinical Management: Current Practice and Future Perspectives. Int J Mol Sci 2024; 25:1575. [PMID: 38338854 PMCID: PMC10855575 DOI: 10.3390/ijms25031575] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2023] [Revised: 01/23/2024] [Accepted: 01/24/2024] [Indexed: 02/12/2024] Open
Abstract
Breast cancer is the most frequently diagnosed cancer and leading cause of cancer-related deaths worldwide. Timely decision-making that enables implementation of the most appropriate therapy or therapies is essential for achieving the best clinical outcomes in breast cancer. While clinicopathologic characteristics and immunohistochemistry have traditionally been used in decision-making, these clinical and laboratory parameters may be difficult to ascertain or be equivocal due to tumor heterogeneity. Tumor heterogeneity is described as a phenomenon characterized by spatial or temporal phenotypic variations in tumor characteristics. Spatial variations occur within tumor lesions or between lesions at a single time point while temporal variations are seen as tumor lesions evolve with time. Due to limitations associated with immunohistochemistry (which requires invasive biopsies), whole-body molecular imaging tools such as standard-of-care [18F]FDG and [18F]FES PET/CT are indispensable in addressing this conundrum. Despite their proven utility, these standard-of-care imaging methods are often unable to image a myriad of other molecular pathways associated with breast cancer. This has stimulated interest in the development of novel radiopharmaceuticals targeting other molecular pathways and processes. In this review, we discuss validated and potential roles of these standard-of-care and novel molecular approaches. These approaches' relationships with patient clinicopathologic and immunohistochemical characteristics as well as their influence on patient management will be discussed in greater detail. This paper will also introduce and discuss the potential utility of novel PARP inhibitor-based radiopharmaceuticals as non-invasive biomarkers of PARP expression/upregulation.
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Affiliation(s)
- Honest Ndlovu
- Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria 0001, South Africa; (H.N.); (K.M.G.M.)
- Department of Nuclear Medicine, University of Pretoria & Steve Biko Academic Hospital, Private Bag X169, Pretoria 0001, South Africa;
| | - Ismaheel O. Lawal
- Department of Nuclear Medicine, University of Pretoria & Steve Biko Academic Hospital, Private Bag X169, Pretoria 0001, South Africa;
- Department of Radiology and Imaging Sciences, Emory University, Atlanta, GA 30322, USA
| | - Kgomotso M. G. Mokoala
- Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria 0001, South Africa; (H.N.); (K.M.G.M.)
- Department of Nuclear Medicine, University of Pretoria & Steve Biko Academic Hospital, Private Bag X169, Pretoria 0001, South Africa;
| | - Mike M. Sathekge
- Nuclear Medicine Research Infrastructure (NuMeRI), Steve Biko Academic Hospital, Pretoria 0001, South Africa; (H.N.); (K.M.G.M.)
- Department of Nuclear Medicine, University of Pretoria & Steve Biko Academic Hospital, Private Bag X169, Pretoria 0001, South Africa;
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Guo Q, Peng Y, Zhang G, Lin H, Chen Q. Effect of Huaier granule on prognosis of breast cancer: A single-center propensity score matching retrospective study. Chin Med J (Engl) 2024:00029330-990000000-00933. [PMID: 38269479 DOI: 10.1097/cm9.0000000000002966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2023] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND Huaier granule is an important medicinal fungus extract widely used in cancer treatment. Previous retrospective studies have reported its effectiveness in breast cancer patients, but the imbalanced baseline characteristics of participants could have biased the results. Therefore, this retrospective study aimed to examine the efficacy of Huaier granule on the prognosis of breast cancer patients. METHODS In this single-center cohort study, breast cancer patients diagnosed and treated at the Guangdong Provincial Hospital of Chinese Medicine between 2009 and 2017 were selected. The data were retrospectively analyzed and divided into two groups according to whether the patients received Huaier granules. The propensity score matching (PSM) method was used to eliminate selection bias. The disease-free survival (DFS) and overall survival (OS) for these groups were compared using the Kaplan-Meier method and the Cox regression. RESULTS This study included 214 early invasive breast cancer patients, 107 in the Huaier group and 107 in the control group. In the Kaplan-Meier analysis, the 2-year and 5-year DFS rates were significantly different in the Huaier group and control group (hazard ratio [HR], 0.495; 95% confidence interval [CI], 0.257-0.953; P = 0.023). The 2-year and 5-year OS rates were also significantly different (HR, 0.308; 95% CI, 0.148-0.644; P = 0.001). On multivariable Cox regression, Huaier granule was associated with improved DFS (HR, 0.440; 95% CI, 0.223-0.868; P = 0.018) and OS (HR, 0.236; 95% CI, 0.103-0.540; P = 0.001). CONCLUSION In this retrospective study, Huaier granules improved the DFS and OS of early invasive breast cancer patients, providing real-world evidence for further prospective studies on treating breast cancer with Huaier granules.
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Affiliation(s)
- Qianqian Guo
- Breast Department, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, Guangdong 510006, China
| | - Yuting Peng
- The Second Clinical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Ge Zhang
- Law Sau Fai Institute for Advancing Translational Medicine in Bone and Joint Diseases (TMBJ), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong 999077, China
- Guangdong-Hong Kong-Macao Greater Bay Area International Research Platform for Aptamer-based Translational Medicine and Drug Discovery (HKAP), Hong Kong 999077, China
- Institute of Precision Medicine and Innovative Drug Discovery (PMID), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong 999077, China
- Institute of Integrated Bioinformedicine and Translational Science (IBTS), School of Chinese Medicine, Hong Kong Baptist University, Hong Kong 999077, China
- Northwestern Polytechnical University-Hong Kong Baptist University United Research Center of Space Musculoskeletal Health, Shenzhen, Guangdong 518063, China
| | - Huan Lin
- Breast Department, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, Guangdong 510006, China
| | - Qianjun Chen
- Breast Department, Guangdong Provincial Hospital of Chinese Medicine, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, Guangdong 510006, China
- State Key Laboratory of Traditional Chinese Medicine Syndrome, The Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangdong Provincial Hospital of Chinese Medicine, Guangdong Provincial Academy of Chinese Medical Sciences, Guangzhou, Guangdong 510006, China
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Li L, Zhang M, Na C. Number of Positive Lymph Nodes and Survival in Endometrial Carcinoma: A Proposal for a Modified Staging. Int J Womens Health 2024; 16:99-109. [PMID: 38269297 PMCID: PMC10807276 DOI: 10.2147/ijwh.s438064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Accepted: 12/28/2023] [Indexed: 01/26/2024] Open
Abstract
Purpose To construct a new clinical staging system including the number of lymph node metastases to supplement the International Federation of Gynecology and Obstetrics (FIGO) staging for the prognosis of endometrial carcinoma patients. Methods This cohort study retrieved the data of 28,824 patients confirmed as endometrial carcinoma between 2010 and 2015 in the surveillance, epidemiology, and end results (SEER) database. COX risk proportional model was established to evaluate the association between FIGO staging with the all-cause mortality of endometrial carcinoma. The diagnostic value of FIGO staging and the new staging for the mortality of patients were evaluated by receiver operator characteristic curve (ROC). Hazard ratio (HR) and 95% confidence interval (CI) were effect size. Results The 5-year survival rate of all participants was 77.21%. The median follow-up time was 60.00 (60.00,60.00) months. Patients at FIGO staging IB (HR=1.75, 95% CI: 1.62-1.90), FIGO staging II (HR=2.22, 95% CI: 2.00-2.47), FIGO staging IIIA (HR=2.74, 95% CI: 2.43-3.09), FIGO staging IIIB (HR=4.07, 95% CI: 3.48-4.76), FIGO staging IIIC1 (HR=3.84, 95% CI: 3.52-4.20), FIGO staging IIIC2 (HR=4.52, 95% CI: 4.09-4.99), FIGO staging IVA (HR=5.56, 95% CI: 4.58-6.74), and FIGO staging IVB (HR=7.62, 95% CI: 6.94-8.36) were associated with increased risk of all-cause mortality of endometrial carcinoma patients. After adding positive lymph nodes as another covariate in Model 3, the effect on of FIGO staging survival was reduced when the FIGO staging was higher than stage III/IV. The C-index of the new staging 0.781 (95% CI: 0.774-0.787) was higher than FIGO staging 0.776 (95% CI: 0.770-0.783). Conclusion Our new staging using the number of positive lymph nodes supplement to the FIGO staging was superior than the FIGO staging for predicting the prognosis of endometrial cancer patients, which might help more accurately identify endometrial carcinoma patients who were at high risk of mortality and offer timely treatments in these patients.
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Affiliation(s)
- Lianwei Li
- Department of Gynecology, Harbin Medical University Cancer Hospital, Harbin, Heilongjiang, 150081, People’s Republic of China
| | - Mengsi Zhang
- Medical Record Statistics Department, The Second Hospital of Heilongjiang Province, Harbin, Heilongjiang, 150028, People’s Republic of China
| | - Chao Na
- Integrated Traditional Chinese and Western Medicine Rehabilitation Medical Center, Heilongjiang Provincial hospital, Harbin, Heilongjiang, 150036, People’s Republic of China
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