Brain gray matter reduction and premature brain aging after breast cancer chemotherapy: a longitudinal multicenter data pooling analysis

被引:9
作者
de Ruiter, Michiel B. [1 ]
Deardorff, Rachael L. [2 ,3 ]
Blommaert, Jeroen [4 ,5 ]
Chen, Bihong T. [6 ]
Dumas, Julie A. [7 ]
Schagen, Sanne B. [1 ,8 ]
Sunaert, Stefan [9 ,10 ]
Wang, Lei [11 ]
Cimprich, Bernadine [12 ]
Peltier, Scott [12 ]
Dittus, Kim [13 ]
Newhouse, Paul A. [14 ,15 ]
Silverman, Daniel H. [16 ]
Schroyen, Gwen [9 ,17 ]
Deprez, Sabine [9 ,17 ]
Saykin, Andrew J. [2 ,3 ]
McDonald, Brenna C. [2 ,3 ]
机构
[1] Netherlands Canc Inst, Psychosocial Res & Epidemiol, Amsterdam, Netherlands
[2] Indiana Univ, Ctr Neuroimaging, Melvin & Bren Simon Comprehens Canc Ctr, Dept Radiol & Imaging Sci,Sch Med, Indianapolis, IN 46202 USA
[3] Indiana Univ, Indiana Alzheimers Dis Res Ctr, Sch Med, Indianapolis, IN 46202 USA
[4] Katholieke Univ Leuven, Dept Oncol, Leuven, Belgium
[5] Res Fdn Flanders FWO, Brussels, Belgium
[6] City Hope Natl Med Ctr, Duarte, CA USA
[7] Univ Vermont, Burlington, VT USA
[8] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands
[9] Katholieke Univ Leuven, Dept Imaging & Pathol, Leuven, Belgium
[10] Univ Hosp Leuven, Dept Radiol, Leuven, Belgium
[11] Ohio State Univ, Wexner Med Ctr, Columbus, OH USA
[12] Univ Michigan, Ann Arbor, MI USA
[13] Univ Vermont, Canc Ctr, Burlington, VT USA
[14] Vanderbilt Univ, Ctr Cognit Med, Med Ctr, Tennessee Valley VA Hlth Syst, Nashville, TN USA
[15] Tennessee Valley VA Hlth Syst, Geriatr Res Educ & Clin Ctr, Nashville, TN USA
[16] Univ Calif Los Angeles, Los Angeles, CA USA
[17] Katholieke Univ Leuven, Leuven Canc Inst, Leuven, Belgium
关键词
Brain aging; Breast cancer; Chemotherapy; Gray matter; Magnetic resonance imaging (MRI); VOXEL-BASED MORPHOMETRY; HIPPOCAMPAL VOLUME; SURVIVORS; AGE; PERFORMANCE; MANAGEMENT; UPDATE; MEMORY; STATE;
D O I
10.1007/s11682-023-00781-7
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Brain gray matter (GM) reductions have been reported after breast cancer chemotherapy, typically in small and/or cross-sectional cohorts, most commonly using voxel-based morphometry (VBM). There has been little examination of approaches such as deformation-based morphometry (DBM), machine-learning-based brain aging metrics, or the relationship of clinical and demographic risk factors to GM reduction. This international data pooling study begins to address these questions. Participants included breast cancer patients treated with (CT+, n = 183) and without (CT-, n = 155) chemotherapy and noncancer controls (NC, n = 145), scanned pre- and post-chemotherapy or comparable intervals. VBM and DBM examined GM volume. Estimated brain aging was compared to chronological aging. Correlation analyses examined associations between VBM, DBM, and brain age, and between neuroimaging outcomes, baseline age, and time since chemotherapy completion. CT+ showed longitudinal GM volume reductions, primarily in frontal regions, with a broader spatial extent on DBM than VBM. CT- showed smaller clusters of GM reduction using both methods. Predicted brain aging was significantly greater in CT+ than NC, and older baseline age correlated with greater brain aging. Time since chemotherapy negatively correlated with brain aging and annual GM loss. This large-scale data pooling analysis confirmed findings of frontal lobe GM reduction after breast cancer chemotherapy. Milder changes were evident in patients not receiving chemotherapy. CT+ also demonstrated premature brain aging relative to NC, particularly at older age, but showed evidence for at least partial GM recovery over time. When validated in future studies, such knowledge could assist in weighing the risks and benefits of treatment strategies.
引用
收藏
页码:507 / 518
页数:12
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