Racki Adriana, Shah Anushka, Slabicki Ruby, Wallace Julia, Lee Vince K, Ceschin Rafael
Department of Radiology, University of Pittsburgh School of Medicine.
Department of Bioengineering, University of Pittsburgh School of Medicine.
medRxiv. 2024 Sep 24:2024.09.24.24314159. doi: 10.1101/2024.09.24.24314159.
Common sequelae for patients with congenital heart disease (CHD) are neurodevelopmental disabilities including executive function, attention, and socio-emotional deficits. Although these are common diagnoses for patients with CHD, limited research has investigated the mechanistic underpinnings of these findings. Our previous research examined the association between abnormal respiratory ciliary motion and brain abnormalities in infants with CHD. Results suggested that abnormal ciliary motion correlated to a spectrum of subtle dysplasia, notably within the olfactory bulb (OB). Our current study investigates whether OB anomalies predict neurodevelopmental outcomes for pediatric patients with CHD. We hypothesize that adolescents with CHD who exhibit aberrant morphological measurements in the OB are more likely to suffer from executive functional deficits.
A prospective, observational study of 54 CHD and 75 healthy subjects, ages 6-25 years old, was completed under the supervision of a senior pediatric neuroradiologist. T2 3D Space and T2 Blade 2MM MRI images were manually segmented to extract volumetric bilateral regions of the OB and cerebrospinal fluid (CSF) using ITK-SNAP. Imaging metrics were correlated to OB asymmetry, CSF to OB ratio, total CSF volume, total OB volume, and independent left and right CSF and OB volumes. Linear regression was used to evaluate MRI morphologic measurements with co-variates: CHD status, sex, MRI age, and segmenter. Executive function was determined by the Behavioral Rating Inventory of Executive Function (BRIEF) Parent Report and Delis-Kaplan Executive Function System (D-KEFS) for subjects ages 6-16. Cognition and olfactory function were measured with the NIH Toolbox Cognitive Battery and Odor Identification Test, respectively.
No statistically significant results were reported between cohorts for asymmetry of OB, CSF to OB ratio, total CSF volume, total OB volume, nor between independent left and right CSF and OB volumes. Increased OB volume was associated with worse outcomes on the BRIEF Parent Report (p≤0.03). Asymmetry of OB predicted poorer executive functioning as reported by parents on the BRIEF (p≤0.05). Overall, the CHD cohort demonstrated worse scores on the BRIEF Parent Report compared to controls. Across groups, no significant association was reported for olfaction function measured by the NIH Toolbox Odor Identification Test on a limited subset of participants.
As survival rates for CHD improve, there is an increased risk of long-term neurodevelopmental impairments. Our findings identify adolescents who are at risk for executive dysfunction, particularly those showing increased OB volume and/or asymmetry of the OB. This is particularly concerning for the CHD population with atypical OB morphology, who also exhibit significantly poorer outcomes on the BRIEF Parent Report and face a higher overall risk. Increased OB volume and OB asymmetry are olfactory-based biomarkers that may help identify at-risk CHD patients earlier, enabling more timely intervention and support.
先天性心脏病(CHD)患者的常见后遗症是神经发育障碍,包括执行功能、注意力和社会情感缺陷。尽管这些是CHD患者的常见诊断,但对这些发现的机制基础进行的研究有限。我们之前的研究调查了CHD婴儿异常呼吸纤毛运动与脑异常之间的关联。结果表明,异常纤毛运动与一系列细微发育异常相关,尤其是在嗅球(OB)内。我们目前的研究调查OB异常是否能预测CHD儿科患者的神经发育结果。我们假设,在OB中表现出异常形态学测量的CHD青少年更有可能患有执行功能缺陷。
在一位资深儿科神经放射学家的监督下,对54名CHD患者和75名6至25岁的健康受试者进行了一项前瞻性观察研究。使用ITK-SNAP对T2 3D Space和T2 Blade 2MM MRI图像进行手动分割,以提取OB和脑脊液(CSF)的双侧体积区域。成像指标与OB不对称性、CSF与OB比值、总CSF体积、总OB体积以及独立的左右CSF和OB体积相关。线性回归用于评估MRI形态学测量与协变量:CHD状态、性别、MRI年龄和分割者。执行功能由执行功能行为评定量表(BRIEF)家长报告和Delis-Kaplan执行功能系统(D-KEFS)确定,适用于6至16岁的受试者。认知和嗅觉功能分别用美国国立卫生研究院工具箱认知电池和气味识别测试进行测量。
在队列之间,未报告OB不对称性、CSF与OB比值、总CSF体积、总OB体积以及独立的左右CSF和OB体积之间有统计学显著结果。OB体积增加与BRIEF家长报告中较差的结果相关(p≤0.03)。OB不对称性预测家长在BRIEF上报告的执行功能较差(p≤0.05)。总体而言,与对照组相比,CHD队列在BRIEF家长报告上的得分更差。在各组中,对有限部分参与者进行的美国国立卫生研究院工具箱气味识别测试所测量的嗅觉功能,未报告有显著关联。
随着CHD存活率的提高,长期神经发育障碍的风险增加。我们的研究结果确定了有执行功能障碍风险的青少年,特别是那些表现出OB体积增加和/或OB不对称的青少年。这对于具有非典型OB形态的CHD人群尤其令人担忧,他们在BRIEF家长报告上的结果也明显更差,且面临更高的总体风险。OB体积增加和OB不对称是基于嗅觉的生物标志物,可能有助于更早地识别有风险的CHD患者,从而实现更及时的干预和支持。