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1d
Subtype-specific sirtuin expression signatures link mitochondrial-epigenetic networks to breast cancer survival. (PubMed, Geroscience)
Distinct integrated sirtuin scores thus capture subtype-specific metabolic/epigenetic states and provide robust RFS stratification across BC subtypes. These findings highlight sirtuins as integrators of longevity pathways and tumor metabolism, suggesting therapeutically exploitable vulnerabilities along NAD⁺-dependent regulatory axes.
Journal
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HER-2 (Human epidermal growth factor receptor 2) • SIRT3 (Sirtuin 3) • SIRT1 (Sirtuin 1) • SIRT6 (Sirtuin 6) • SIRT4 (Sirtuin 4) • SIRT5 (Sirtuin 5) • SIRT7 (Sirtuin 7)
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
4d
Cyclin-Dependent 4/6 Kinase Inhibitors for Treatment of HER2-Positive Breast Cancer: 2026 Update. (PubMed, Cancers (Basel))
Cyclin-dependent kinase 4/6 inhibitors (CDK4/6i; palbociclib, ribociclib, abemaciclib, dalpiciclib) combined with endocrine therapy (ET) were a major advance in the treatment of hormone receptor-positive (HR+), human epidermal growth factor receptor 2-negative (HER2-) metastatic breast cancer (MBC) worldwide...However, clinical development of CDK4/6i in HER2+ MBC slowed, given the advent of highly effective tyrosine-kinase inhibitors (TKIs) (i.e., tucatinib) and antibody-drug conjugates (ADCs) (i.e., trastuzumab deruxtecan), which currently dominate the treatment armamentarium...Subsequently, the phase III PATINA trial (which included patients with 1L HR+HER2+ MBC, treated with palbociclib vs. placebo with maintenance ET+ H[P]) noted a striking PFS improvement of >15 months in the palbociclib arm, renewing interest in CDK4/6i-based treatments for HR+HER2+ MBC. Herein, we review the development of CDK4/6i in HER2+ BC, discussing current challenges and potential future directions.
Review • Journal
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HER-2 (Human epidermal growth factor receptor 2)
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HER-2 positive • HR positive • HER-2 negative
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
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Ibrance (palbociclib) • Enhertu (fam-trastuzumab deruxtecan-nxki) • Verzenio (abemaciclib) • Kisqali (ribociclib) • Tukysa (tucatinib) • AiRuiKang (dalpiciclib)
4d
The Landscape of Ferroptosis-Related Gene Signatures as Molecular Stratification in Triple-Negative Breast Cancer. (PubMed, Diagnostics (Basel))
Basal-like tumors harbor a distinct ferroptosis-associated transcriptional state linked to tumor aggressiveness and poor prognosis. These findings provide a biologically grounded framework for ferroptosis-related stratification and support future functional and translational studies targeting ferroptosis vulnerabilities in aggressive breast cancer.
Journal • Gene Signature
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GPX4 (Glutathione Peroxidase 4) • ACSL4 (Acyl-CoA Synthetase Long Chain Family Member 4)
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
4d
DISCORDANT: A Randomised Trial Comparing Trastuzumab Deruxtecan to CDK4/6 Inhibitors in Non-luminal A, ER-positive/HER2-low Metastatic Breast Cancer (clinicaltrials.gov)
P3, N=0, Withdrawn, Danish Breast Cancer Cooperative Group | N=504 --> 0 | Trial completion date: May 2029 --> Jan 2026 | Not yet recruiting --> Withdrawn | Trial primary completion date: May 2029 --> Jan 2026
Enrollment change • Trial completion date • Trial withdrawal • Trial primary completion date
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HER-2 (Human epidermal growth factor receptor 2) • ER (Estrogen receptor)
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ER positive
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
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tamoxifen • Enhertu (fam-trastuzumab deruxtecan-nxki) • Verzenio (abemaciclib) • Kisqali (ribociclib) • exemestane
5d
RTN4IP1 drives breast tumorigenesis: Molecular mechanisms linking elevated expression to enhanced proliferation, suppressed apoptosis, and therapeutic resistance. (PubMed, Biochim Biophys Acta Mol Basis Dis)
RTN4IP1 expression was further linked to features of the tumor immune microenvironment and to differential responses to Tamoxifen and Paclitaxel; inhibition of RTN4IP1 was associated with greater drug sensitivity, while overexpression coincided with reduced response. Together, these findings indicate that RTN4IP1 is closely associated with BC progression, prognosis, and treatment response, supporting its potential relevance as a biomarker and a candidate target for further investigation.
Journal
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HER-2 (Human epidermal growth factor receptor 2)
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HER-2 positive
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
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paclitaxel • tamoxifen
5d
Selective multimodal deep learning for reliable breast cancer subtype classification from histopathology and genomic data. (PubMed, Med Eng Phys)
Confusion matrices revealed significant improvements in distinguishing closely related subtypes such as Luminal A and Luminal B. Attention rollout provided interpretable heatmaps localizing discriminative histological regions associated with each subtype, aligning with established pathological criteria. This study demonstrates that integrating CTransPath-derived histology features with transcriptomic profiles through confidence-aware routing offers a practical, explainable, and computationally efficient approach for breast cancer subtype classification suitable for clinical decision support systems.
Journal
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
6d
Impact of Endocrine Therapy, Menstrual Cycle, PAM50, Ki67 on Treatment Decisions in HR+ and HER2- Breast Cancer (clinicaltrials.gov)
P=N/A, N=504, Recruiting, University Hospital Tuebingen | Trial primary completion date: Apr 2025 --> Apr 2027
Trial primary completion date
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HER-2 (Human epidermal growth factor receptor 2) • ER (Estrogen receptor) • PGR (Progesterone receptor)
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HER-2 negative
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
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tamoxifen
10d
Prospective Study of the Prosigna Assay on Neoadjuvant Clinical Decision-making in Women With HR+/Her2- Breast Cancer (clinicaltrials.gov)
P=N/A, N=60, Active, not recruiting, Dana-Farber Cancer Institute | Trial completion date: Dec 2025 --> Dec 2026
Trial completion date
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HER-2 (Human epidermal growth factor receptor 2)
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HER-2 negative
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
11d
Testing Low Dose Tamoxifen for Invasive Breast Cancer, the (LoTam) Trial (clinicaltrials.gov)
P3, N=1156, Suspended, Alliance for Clinical Trials in Oncology | Recruiting --> Suspended
Trial suspension
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HER-2 (Human epidermal growth factor receptor 2)
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ER positive • HER-2 negative • HER-2 negative + ER positive
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay • Oncotype DX Breast Recurrence Score®Test
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tamoxifen • letrozole • anastrozole • exemestane
11d
Paclitaxel + Trastuzumab + Pertuzumab as Pre-Op for Inflammatory BrCa (clinicaltrials.gov)
P2, N=23, Completed, Dana-Farber Cancer Institute | Active, not recruiting --> Completed
Trial completion
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HER-2 (Human epidermal growth factor receptor 2)
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HER-2 positive
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
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Herceptin (trastuzumab) • paclitaxel • Perjeta (pertuzumab) • doxorubicin hydrochloride • cyclophosphamide
14d
the Efficacy of Leucogen in Preventing the Risk of Ribociclib-Associated Neutropenia in Early Breast Cancer (clinicaltrials.gov)
P2, N=94, Not yet recruiting, Second Affiliated Hospital, School of Medicine, Zhejiang University
New P2 trial
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HER-2 (Human epidermal growth factor receptor 2) • ER (Estrogen receptor) • PGR (Progesterone receptor)
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HER-2 negative
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay • MammaPrint® • EndoPredict® • Oncotype DX Breast Recurrence Score®Test
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Kisqali (ribociclib)
17d
Exploration of Targeted Therapy Regimens for Triple-Positive Breast CancerExploration of Targeted Therapy Regimens for Triple-Positive Breast Cancer (ChiCTR2500113410)
P=N/A, N=200, Not yet recruiting, The First Affiliated Hospital of Xi'an Jiaotong University; The First Affiliated Hospital of Xi'an Jiaotong University
New trial
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HER-2 (Human epidermal growth factor receptor 2)
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HER-2 positive • HR positive • HR positive + HER-2 positive
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Prosigna™ Breast Cancer Prognostic Gene Signature Assay
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Herceptin (trastuzumab) • carboplatin • docetaxel • Perjeta (pertuzumab) • Irene (pyrotinib)