MRI Features Associated with High and Low Expression of Tumor-Infiltrating Lymphocytes: Stratified Analysis According to Molecular Subtypes
Motivation: Tumor-infiltration lymphocytes (TILs) express variably in different molecular subtypes. Goal(s): To compare the rate of high vs. low TILs and MRI features in three subtypes: Hormonal-Receptor positive, HER2 negative (HR+/HER2-), HER2+, and TN, and compare imaging features in each subtype. Approach: The percentage of TILs of 457 breast cancers was assessed. Three radiologists reviewed MRI features. Results: HER2+ cancers were more likely to present as non-mass enhancement (NME). In HR+, high TILs cases were more likely to present peritumoral edema. In TN, high TILs cases were more likely to present regular shapes and circumscribed margins. Impact: TILs expression increases from HR+ to HER2+ to TN. MRI features in different molecular subtypes show substantial variations. Different models should be built for different subtypes when building MR radiomics models to predict TILs.
Authors
- Jeon‐Hor Chen (ORCID: https://orcid.org/0000-0003-4830-927X)
- Youfan Zhao
- Huiru Liu (ORCID: https://orcid.org/0000-0002-2448-9918)
- Min Su (ORCID: https://orcid.org/0000-0001-7740-8459)
- Shanshan Lu (ORCID: https://orcid.org/0000-0002-5438-8050)
- Meihao Wang (ORCID: https://orcid.org/0000-0002-7055-993X)
- Zhifang Pan (ORCID: https://orcid.org/0000-0002-3683-6657)
- Yang Zhang (ORCID: https://orcid.org/0000-0002-3503-5161)
- Yanlin Liu (ORCID: https://orcid.org/0009-0008-6076-7998)
- Yi Jin (ORCID: https://orcid.org/0000-0001-8094-6899)
- Haiwei Miao
- Jiejie Zhou
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/3021
- Primary Topic
- MRI in cancer diagnosis
- Type
- article
- Field-Weighted Citation Impact
- 0.00