Classifying the molecular subtype of breast cancer using vision transformer and convolutional neural network features DOI

Chiharu Kai,

Hideaki Tamori,

Tsunehiro Ohtsuka

и другие.

Breast Cancer Research and Treatment, Год журнала: 2025, Номер unknown

Опубликована: Янв. 22, 2025

Язык: Английский

Targeting triple negative breast cancer stem cells using nanocarriers DOI Creative Commons
Nagasen Dasari, Girijasankar Guntuku, Sai Kiran S. S. Pindiprolu

и другие.

Discover Nano, Год журнала: 2024, Номер 19(1)

Опубликована: Март 7, 2024

Abstract Breast cancer is a complex and heterogeneous disease, encompassing various subtypes characterized by distinct molecular features, clinical behaviors, treatment responses. Categorization of based on the presence or absence estrogen receptor (ER), progesterone (PR), human epidermal growth factor 2 (HER2), leading to such as luminal A, B, HER2-positive, triple-negative breast (TNBC). TNBC, comprising around 20% all cancers, lacks expression ER, PR, HER2 receptors, rendering it unresponsive targeted therapies presenting significant challenges in treatment. TNBC associated with aggressive behavior, high rates recurrence, resistance chemotherapy. Tumor initiation, progression, are attributed stem cells (BCSCs), which possess self-renewal, differentiation, tumorigenic potential. Surface markers, self-renewal pathways (Notch, Wnt, Hedgehog signaling), apoptotic protein (Bcl-2), angiogenesis inhibition (VEGF inhibitors), immune modulation (cytokines, checkpoint inhibitors) among key targets discussed this review. However, targeting BCSC subpopulation presents challenges, including off-target effects, low solubility, bioavailability anti-BCSC agents. Nanoparticle-based offer promising approach target cellular processes implicated survival BSCS TNBC. In review, we explore nanocarrier-based approaches for BCSCs aiming overcome these improve outcomes patients. These nanoparticle-based therapeutic strategies hold promise addressing gap delivering while minimizing systemic toxicity enhancing efficacy. Graphical abstract

Язык: Английский

Процитировано

17

Tumor-Infiltrating Lymphocytes (TILs) in Breast Cancer: Prognostic and Predictive Significance across Molecular Subtypes DOI Creative Commons
Aleksandra Ciarka, Michał Piątek, Rafał Pęksa

и другие.

Biomedicines, Год журнала: 2024, Номер 12(4), С. 763 - 763

Опубликована: Март 29, 2024

Tumor-infiltrating lymphocytes (TILs) are pivotal in the immune response against breast cancer (BC), with their prognostic and predictive significance varying across BC subtypes. In triple-negative (TNBC), higher TIL levels correlate improved prognosis treatment response, guiding therapeutic strategies potentially offering avenues for de-escalation. metastatic TNBC, TILs identify patients enhanced immunotherapy response. HER2+ BC, similar to exhibits positive correlations between especially neoadjuvant settings. Luminal generally has low TILs, limited impact. Single hormone receptor-positive BCs show distinct associations, emphasizing subtype-specific considerations. ductal carcinoma situ (DCIS) display ambiguous significance, necessitating further investigation. Standardizing assessment methods is crucial unlocking full potential as biomarkers, decisions, enhancing patient care BC.

Язык: Английский

Процитировано

17

Breast cancer: pathogenesis and treatments DOI Creative Commons
Xin Xiong,

Lewei Zheng,

Yu‐Qiang Ding

и другие.

Signal Transduction and Targeted Therapy, Год журнала: 2025, Номер 10(1)

Опубликована: Фев. 18, 2025

Abstract Breast cancer, characterized by unique epidemiological patterns and significant heterogeneity, remains one of the leading causes malignancy-related deaths in women. The increasingly nuanced molecular subtypes breast cancer have enhanced comprehension precision treatment this disease. mechanisms tumorigenesis progression been central to scientific research, with investigations spanning various perspectives such as tumor stemness, intra-tumoral microbiota, circadian rhythms. Technological advancements, particularly those integrated artificial intelligence, significantly improved accuracy detection diagnosis. emergence novel therapeutic concepts drugs represents a paradigm shift towards personalized medicine. Evidence suggests that optimal diagnosis models tailored individual patient risk expected are crucial, supporting era oncology for cancer. Despite rapid advancements increasing emphasis on clinical comprehensive update summary panoramic knowledge related disease needed. In review, we provide thorough overview global status including its epidemiology, factors, pathophysiology, subtyping. Additionally, elaborate latest research into contributing progression, emerging strategies, long-term management. This review offers valuable insights Cancer Research, thereby facilitating future progress both basic application.

Язык: Английский

Процитировано

11

Analytical validation of HER2DX genomic test for early-stage HER2-positive breast cancer DOI Creative Commons

Mercedes Marín‐Aguilera,

Pedro Jares, Esther Sanfeliu

и другие.

ESMO Open, Год журнала: 2024, Номер 9(3), С. 102903 - 102903

Опубликована: Март 1, 2024

•HER2DX assay is highly reproducible and robust intra- inter-laboratories.•HER2DX proved performance for different protocol variations including platforms.•HER2DX has proven technical reliability in predicting outcomes early-stage HER2-positive breast cancer. BackgroundHER2DX, a multianalyte genomic test, been clinically validated to predict cancer recurrence risk (relapse score), the probability of achieving pathological complete response post-neoadjuvant therapy (pCR likelihood individual ERBB2 messenger RNA (mRNA) expression levels patients with human epidermal growth factor receptor 2 (HER2)-positive This study delves into comprehensive analysis HER2DX's analytical performance.Materials methodsPrecision reproducibility HER2DX risk, pCR, mRNA scores were assessed within between laboratories using formalin-fixed paraffin-embedded (FFPE) tumor tissues purified RNA. Robustness was appraised by analyzing impact cell content instruments, reagent lots, extraction kits. Variability evaluated across intratumor biopsies platforms [RNA sequencing (RNAseq) versus nCounter], according variations.ResultsPrecision 10 FFPE samples yielded maximal standard error 0.94 (1-99 scale). High 29 tumors 20 RNAs evident (correlation coefficients >0.98). The identifying score differences >5 units ≤5.2%. No significant variability emerged based on platform kits, or TagSet thaw/freeze cycles. Moreover, displayed robustness at low (10%). Intratumor 212 (106 tumors) <4.0%. Concordance from 30 RNAseq nCounter exceeded 90.0% (Cohen's κ >0.80).ConclusionsThe quantification pCR likelihood, HER2DX, performance. Precision variations. >0.80).

Язык: Английский

Процитировано

13

Breast cancer highlights from 2023: Knowledge to guide practice and future research DOI Open Access
Maria João Cardoso, Philip Poortmans, Elżbieta Senkus

и другие.

The Breast, Год журнала: 2024, Номер 74, С. 103674 - 103674

Опубликована: Янв. 27, 2024

This narrative work highlights a selection of published from 2023 with potential implications for breast cancer practice. We feature publications that have provided new knowledge immediately relevant to patient care or future research. also highlight guidelines reported evidence-based consensus recommendations support practice and evaluation in diagnosis treatment. The scope selected represents various domains disciplines control, prevention treatment early advanced cancer.

Язык: Английский

Процитировано

10

BRCA-mutated breast cancer: the unmet need, challenges and therapeutic benefits of genetic testing DOI Creative Commons
Banu K. Arun, Fergus J. Couch, Jean Abraham

и другие.

British Journal of Cancer, Год журнала: 2024, Номер unknown

Опубликована: Авг. 30, 2024

Mutations in the BRCA1 and/or BRCA2 genes (BRCAm) increase risk of developing breast cancer (BC) and are found ~5% unselected patients with disease. BC resulting from a germline BRCAm (gBRCAm) has distinct clinical characteristics along increased sensitivity to DNA-damaging agents such as poly(ADP-ribose) polymerase (PARP) inhibitors platinum-based chemotherapies, potentially decreased cyclin-dependent kinase 4 6 (CDK4/6) inhibitors. Given evolving treatment landscape for gBRCAm early advanced disease settings, timely determination status is fundamental facilitate most effective strategy patients. However, many not identified due suboptimal referral rates low uptake genetic testing. We discuss current evidence differential response including outcomes PARP inhibitors, CDK4/6 well ongoing innovations potential these approaches. Current testing strategies also examined, latest guidelines on who when test gBRCAm, challenges how may be overcome.

Язык: Английский

Процитировано

10

Efficacy and Safety of CDK4/6 Inhibitors: A Focus on HR+/HER2− Early Breast Cancer DOI Creative Commons

Eva Valentina Klocker,

Daniel Egle,

Rupert Bartsch

и другие.

Drugs, Год журнала: 2025, Номер unknown

Опубликована: Янв. 17, 2025

Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i) have revolutionized the treatment of hormone-receptor positive (HR+), HER2 negative (HER2−) metastatic breast cancer, and are now also established agents in high-risk intermediate-risk HR+ early cancer. Several strategies regarding CDK4/6i combinations or continuation beyond progression been successfully evaluated setting, considered a standard care. Mechanism action resistance mechanisms against addition to endocrine represent an important research topic, for Clinically, efficient substances that usually well tolerated. However, side effects differing between reported, might lead discontinuation, including disease setting. In adjuvant palbociclib has not improved outcomes, whereas large randomized phase III trials demonstrated significant disease-free survival benefit ribociclib (NATALEE trial) abemaciclib (monarchE trial). Patient selection, duration, backbone therapy, other study details differ these pivotal trials. This review focuses on both scientific background as all available clinical data CDK4/6i, with particular emphasis their use

Язык: Английский

Процитировано

1

The biological and technical challenges facing utilizing circulating tumor DNA in non-metastatic breast cancer patients DOI
Zihang Zeng, Zongbi Yi, Binghe Xu

и другие.

Cancer Letters, Год журнала: 2025, Номер 616, С. 217574 - 217574

Опубликована: Фев. 19, 2025

Язык: Английский

Процитировано

1

Academic Uphill Battle to Personalize Treatment for Patients With Stage II/III Triple-Negative Breast Cancer DOI
Marleen Kok,

Robbert-Jan Gielen,

Sylvia Adams

и другие.

Journal of Clinical Oncology, Год журнала: 2024, Номер 42(30), С. 3523 - 3529

Опубликована: Июль 22, 2024

Язык: Английский

Процитировано

7

Management of early-stage HER2-positive breast cancer and attitudes towards HER2DX test in Spain: insights from a nationwide survey DOI Creative Commons
Olga Martínez‐Sáez, Javier Cortés, Eva Ciruelos

и другие.

Clinical & Translational Oncology, Год журнала: 2024, Номер 26(8), С. 2060 - 2069

Опубликована: Апрель 23, 2024

This study aimed to investigate the current therapeutic management of patients with early-stage HER2-positive (HER2+) breast cancer in Spain, while also exploring perceptions surrounding HER2DX terms its credibility, clinical relevance, and impact on decision-making. Understanding these aspects is crucial for optimizing treatment strategies enhancing patient outcomes context HER2+ cancer.

Язык: Английский

Процитировано

6