Identifying subphenotypes of patients undergoing post-operative delirium assessment

IF 13 1区 医学 Q1 CLINICAL NEUROLOGY
Emily Margaret Louise Bowman, Daniel F. McAuley, Bernadette McGuinness, Anthony P. Passmore, David Beverland, Henrik Zetterberg, Jonathan M. Schott, Amanda Heslegrave, Elena Veleva, Rhiannon Laban, Aoife Sweeney, Emma L. Cunningham
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引用次数: 0

Abstract

INTRODUCTION

Delirium has heterogeneous etiologies and clinical presentations and is often associated with poor outcomes. Its pathophysiological mechanisms remain largely hypothetical and without targeted pharmacological treatment. This work investigates subphenotypes of patients undergoing delirium assessment based on clinical features and fluid biomarkers.

METHODS

We performed latent class analysis of an observational cohort of older adults undergoing elective surgery.

RESULTS

Two classes were identified, both containing individuals experiencing delirium symptoms, with a higher number in Class 1 (p < 0.001). Class 1 were older, less educated, and had more depression (p < 0.001). They performed worse in all pre-operative cognitive assessments (p < 0.001) and had more markers of central nervous system damage: cerebrospinal fluid glial fibrillary acidic protein, neurofilament light chain, and soluble triggering receptor expressed on myeloid cells 2 (p < 0.001); plasma phosphorylated tau (p = 0.024); and amyloid beta 42/40 ratio (p < 0.001). Class 2 experienced more pain (p = 0.006) and received more morphine equivalents (p = 0.018).

DISCUSSION

Delirium and neighboring phenotypes should be investigated thoroughly in the newly dawning era of precision medicine, to establish novel treatments.

Highlights

  • Latent class analysis identified two subphenotypes of patients.
  • Both groups contained patients with delirium or its individual symptoms.
  • Groups differed by age, education, depression, independent living, and pain levels.
  • Groups differed by pre-operative and post-operative cognition.
  • Groups differed by biomarker levels of neurodegeneration and neuronal injury.

Abstract Image

确定接受术后谵妄评估的患者的亚表型
谵妄具有不同的病因和临床表现,通常与不良预后相关。其病理生理机制在很大程度上仍然是假设的,没有针对性的药物治疗。这项工作调查了基于临床特征和液体生物标志物评估谵妄患者的亚表型。方法:我们对一组接受择期手术的老年人进行了潜在分类分析。结果:分为两类,均包含有谵妄症状的个体,其中1类人数较多(p <;0.001)。第一类患者年龄较大,受教育程度较低,抑郁症患者较多(p <;0.001)。他们在所有术前认知评估中表现更差(p <;0.001),并且有更多的中枢神经系统损伤标志物:脑脊液胶质纤维酸性蛋白、神经丝轻链和髓细胞上表达的可溶性触发受体2 (p <;0.001);血浆磷酸化tau蛋白(p = 0.024);淀粉样蛋白42/40比值(p <;0.001)。2级患者疼痛加重(p = 0.006),吗啡当量增加(p = 0.018)。在新到来的精准医学时代,谵妄及其邻近表型应深入研究,以建立新的治疗方法。潜在分类分析确定了两种患者亚表型。两组均有谵妄患者或其个别症状。各组在年龄、受教育程度、抑郁程度、独立生活和疼痛程度等方面存在差异。各组术前、术后认知差异较大。各组在神经变性和神经元损伤的生物标志物水平上存在差异。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Alzheimer's & Dementia
Alzheimer's & Dementia 医学-临床神经学
CiteScore
14.50
自引率
5.00%
发文量
299
审稿时长
3 months
期刊介绍: Alzheimer's & Dementia is a peer-reviewed journal that aims to bridge knowledge gaps in dementia research by covering the entire spectrum, from basic science to clinical trials to social and behavioral investigations. It provides a platform for rapid communication of new findings and ideas, optimal translation of research into practical applications, increasing knowledge across diverse disciplines for early detection, diagnosis, and intervention, and identifying promising new research directions. In July 2008, Alzheimer's & Dementia was accepted for indexing by MEDLINE, recognizing its scientific merit and contribution to Alzheimer's research.
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