Behavioral and biologic characteristics of cancer-related cognitive impairment biotypes

被引:4
|
作者
Mulholland, Michele M. M. [1 ]
Prinsloo, Sarah [2 ]
Kvale, Elizabeth [3 ]
Dula, Adrienne N. N. [4 ]
Palesh, Oxana [5 ]
Kesler, Shelli R. R. [3 ,6 ]
机构
[1] Univ Texas MD Anderson Canc Ctr Bastrop, Keeling Ctr Comparat Med & Res, Bastrop, TX USA
[2] Univ Texas MD Anderson Canc Ctr Houston, Dept Neurosurg, Houston, TX USA
[3] Baylor Coll Med, Dept Geriatr & Palliat Care, Houston, TX 77030 USA
[4] Univ Texas Austin, Sch Med, Dept Neurol, Austin, TX 78712 USA
[5] Virginia Commonwealth Univ, Sch Med, Massey Canc Ctr, Dept Psychiat, Richmond, VA USA
[6] Univ Texas Austin, Sch Nursing, Dept Adult Hlth, 1710 Red River St,D0100, Austin, TX 78712 USA
基金
美国国家卫生研究院;
关键词
Breast cancer; Chemotherapy; Chemotherapy-related cognitive impairment; Biotypes; Neurofunctional stability; FUNCTIONAL CONNECTIVITY; BREAST-CANCER; BRAIN; SEGMENTATION; DEPRESSION; PSYCHOSIS; DYNAMICS; NOISE; MODEL; AGE;
D O I
10.1007/s11682-023-00774-6
中图分类号
R445 [影像诊断学];
学科分类号
100207 ;
摘要
Psychiatric diagnosis is moving away from symptom-based classification and towards multi-dimensional, biologically-based characterization, or biotyping. We previously identified three biotypes of chemotherapy-related cognitive impairment based on functional brain connectivity. In this follow-up study of 80 chemotherapy-treated breast cancer survivors and 80 non-cancer controls, we evaluated additional factors to help explain biotype expression: neurofunctional stability, brain age, apolipoprotein (APOE) genotype, and psychoneurologic symptoms. We also compared the discriminative ability of a traditional, symptom-based cognitive impairment definition with that of biotypes. We found significant differences in cortical brain age (F = 10.50, p < 0.001), neurofunctional stability (F = 2.83, p = 0.041), APOE e4 genotype (X-2 = 7.68, p = 0.050), and psychoneurological symptoms (Pillai = 0.378, p < 0.001) across the three biotypes. The more resilient Biotype 2 demonstrated significantly higher neurofunctional stability compared to the other biotypes. Symptom-based classification of cognitive impairment did not differentiate biologic or other behavioral variables, suggesting that traditional categorization of cancer-related cognitive effects may miss important characteristics which could inform targeted treatment strategies. Additionally, biotyping, but not symptom-typing, was able to distinguish survivors with cognitive versus psychological effects. Our results suggest that Biotype 1 survivors might benefit from first addressing symptoms of anxiety and fatigue, Biotype 3 might benefit from a treatment plan which includes sleep hygiene, and Biotype 2 might benefit most from cognitive skills training or rehabilitation. Future research should include additional demographic and clinical information to further investigate biotype expression related to risk and resilience and examine integration of more clinically feasible imaging approaches.
引用
收藏
页码:320 / 328
页数:9
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