ReviewFrontiers in pharmacology2020
Advanced Approaches to Breast Cancer Classification and Diagnosis.
Review in Frontiers in pharmacology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 129 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
129 citing papers in PubMed, 3 syntheses or guidelines pooled it, 236 citations in OpenAlex.
- Circulating Tumor Cell Detection for Therapeutic and Prognostic Roles in Breast Cancer.Cancer medicine · 2025Pooled it
- Does Laterality in Breast Cancer still have the Importance to be Studied? A Meta-analysis of Patients with Breast Cancer.Current medicinal chemistry · 2024Pooled it
- Effect of Post-diagnosis Physical Activity on Breast Cancer Recurrence: a Systematic Review and Meta-analysis.Current oncology reports · 2022Pooled it
- Integrative single-cell transcriptomics and co-expression network analysis identify SIMALR as a prognostic immune-related lncRNA in breast cancer: in silico analysis and validation.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- Evaluation of serum microRNA-9-5p expression and its predicted target genes as potential biomarkers for breast cancer.Breast cancer (Tokyo, Japan) · 2026Article
- Expression analysis of blood samples shows elevated 5'-tRF-His-GTG in breast cancer patients.Scientific reports · 2026Article
- Suppression of NGALR impedes TNBC cell survival, proliferation, invasion, and migration through Akt/mTOR and JAK/STAT3 pathway inhibition.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026Article
- A Five-Year Single-Center Retrospective Study of Neoadjuvant Therapy Response and Survival in Romanian Women with Breast Cancer.Life (Basel, Switzerland) · 2026Article
- Breast Cancer in Relation to Dairy Product Consumption: A Review of Current Findings and Potential Mechanisms.Current nutrition reports · 2026Review
- In vivo and in silico approaches for evaluating nerolidol-β-cyclodextrin nanoparticles: Antioxidant potential and hormonal modulation in DMBA-induced mammary carcinoma.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- The emerging role of machine learning-based methods in cancer classification using microRNA.Biochemistry and biophysics reports · 2026Review
- Molecular Mechanisms Underlying the Anti-Cancer Effects of Tangeretin, a Phytochemical from Citrus Extracts.Biomolecules & therapeutics · 2026Review
- Real-World Utilization of Palbociclib as First-Line Treatment for Canadian HR+/HER2- Women with Metastatic Breast Cancer: Results from PALCAN Study.Current oncology (Toronto, Ont.) · 2026Article
- Scrutinizing the potential role of non-coding RNAs as biomarkers in Egyptian females with early and metastatic breast cancer.BMC cancer · 2026Article
- Cell-Penetrating Peptide-Mediated siRNA Targeting of LDHC Suppresses Tumor Growth in a Triple-Negative Breast Cancer Zebrafish Xenograft Model.Pharmaceutics · 2026Article
- Article
- Automated HER2 Scoring with Uncertainty Quantification Using Lensfree Holography and Deep Learning.BME frontiers · 2026Article
- PR inhibition stimulates G6PD expression to enhance malignancy in luminal breast cancer.Cell death & disease · 2025Article
- Identification of a super enhancer associated gene signature for the prognosis prediction and regulatory mechanism exploration in breast cancer.Scientific reports · 2025Article
- Identification and external validation of a prognostic signature based on myeloid-derived suppressor cells-related LncRNAs to evaluate survival prognosis and treatment efficacy in invasive breast carcinoma.Biochemistry and biophysics reports · 2025Article
69 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The International Agency for Research on Cancer (IARC) has recently reported a 66% increase in the global number of cancer deaths since 1960. In the US alone, about one in eight women is expected to develop invasive breast cancer(s) (breast cancer) at some point in their lifetime. Traditionally, a BC diagnosis includes mammography, ultrasound, and some high-end molecular bioimaging. Unfortunately, these techniques detect BC at a later stage. So early and advanced molecular diagnostic tools are still in demand. In the past decade, various histological and immuno-molecular studies have demonstrated that BC is highly heterogeneous in nature. Its growth pattern, cytological features, and expression of key biomarkers in BC cells including hormonal receptor markers can be utilized to develop advanced diagnostic and therapeutic tools. A cancer cell's progression to malignancy exhibits various vital biomarkers, many of which are still underrepresented in BC diagnosis and treatment. Advances in genetics have also enabled the development of multigene assays to detect genetic heterogeneity in BC. However, thus far, the FDA has approved only four such biomarkers-cancer antigens (CA); CA 15-3, CA 27-29, Human epidermal growth factor receptor 2 (HER2), and circulating tumor cells (CTC) in assessing BC in body fluids. An adequately structured portable-biosensor with its non-invasive and inexpensive point-of-care analysis can quickly detect such biomarkers without significantly compromising its specificity and selectivity. Such advanced techniques are likely to discriminate between BC and a healthy patient by accurately measuring the cell shape, structure, depth, intracellular and extracellular environment, and lipid membrane compositions. Presently, BC treatments include surgery and systemic chemo- and targeted radiation therapy. A biopsied sample is then subjected to various multigene assays to predict the heterogeneity and recurrence score, thus guiding a specific treatment by providing complete information on the BC subtype involved. Thus far, we have seven prognostic multigene signature tests for BC providing a risk profile that can avoid unnecessary treatments in low-risk patients. Many comparative studies on multigene analysis projected the importance of integrating clinicopathological information with genomic-imprint analysis. Current cohort studies such as MINDACT, TAILORx, Trans-aTTOM, and many more, are likely to provide positive impact on long-term patient outcome. This review offers consolidated information on currently available BC diagnosis and treatment options. It further describes advanced biomarkers for the development of state-of-the-art early screening and diagnostic technologies.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.