A systematic review and meta-analysis of imaging characteristics and upgrade rates in noninvasive lobular neoplasia of the breast
Fatemeh Shakki Katouli, Negin Salehi, Faezeh Soveyzi, Mina Abedi, Parya Valizadeh, Hamed Ghorani, Seyedeh Melika Hashemi, Jayran Zebardast, Madjid Shakiba, Sadaf Alipour

TL;DR
This study reviews how often microcalcifications appear in non-invasive breast lesions and their link to cancer progression.
Contribution
The study provides new pooled estimates on microcalcification prevalence and malignancy upgrade rates in non-invasive lobular neoplasia.
Findings
Microcalcifications were present in 70% of non-invasive lobular neoplasia cases.
The malignancy upgrade rate was 18%, with higher risk in lobular carcinoma in situ.
Most upgraded lesions had microcalcifications, but some showed no mammographic findings.
Abstract
Non-invasive lobular neoplasia (NLN) encompasses a range of lobular breast lesions that may precede invasive breast cancer. Microcalcifications detected through mammography play a crucial role in evaluating breast lesions and are often associated with NLN. This study focuses on the prevalence and significance of microcalcifications in NLN, noting that they can be the sole radiographic finding in many cases. While mammography is highly sensitive for detecting microcalcifications, it has limitations in diagnosing NLN, as some lesions may not show up on scans. Advanced imaging techniques like magnetic resonance imaging (MRI) offer improved diagnostic accuracy, particularly in dense breast tissue, but more research is needed for their routine use. Additionally, the risk of NLN progressing to malignant lesions highlights the importance of vigilant monitoring and management. This study aims…
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Click any figure to enlarge with its caption.
Figure 1
Figure 2
Figure 3
Figure 4Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBreast Lesions and Carcinomas · Breast Cancer Treatment Studies · MRI in cancer diagnosis
