• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

神经影像学在降低药物研发风险和改善精神科临床结局方面的应用机会:行业视角。

Opportunities for use of neuroimaging in de-risking drug development and improving clinical outcomes in psychiatry: an industry perspective.

机构信息

Alto Neuroscience Inc., Los Altos, CA, 94022, USA.

Department of Psychiatry and Behavioral Sciences, Stanford University, Stanford, CA, 94304, USA.

出版信息

Neuropsychopharmacology. 2024 Nov;50(1):258-268. doi: 10.1038/s41386-024-01970-8. Epub 2024 Aug 21.

DOI:10.1038/s41386-024-01970-8
PMID:39169213
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11526012/
Abstract

Neuroimaging, across positron emission tomography (PET), electroencephalography (EEG), and magnetic resonance imaging (MRI), has been a mainstay of clinical neuroscience research for decades, yet has penetrated little into psychiatric drug development beyond often underpowered phase 1 studies, or into clinical care. Simultaneously, there is a pressing need to improve the probability of success in drug development, increase mechanistic diversity, and enhance clinical efficacy. These goals can be achieved by leveraging neuroimaging in a precision psychiatry framework, wherein effects of drugs on the brain are measured early in clinical development to understand dosing and indication, and then in later-stage trials to identify likely drug responders and enrich clinical trials, ultimately improving clinical outcomes. Here we examine the key variables important for success in using neuroimaging for precision psychiatry from the lens of biotechnology and pharmaceutical companies developing and deploying new drugs in psychiatry. We argue that there are clear paths for incorporating different neuroimaging modalities to de-risk subsequent development phases in the near to intermediate term, culminating in use of select neuroimaging modalities in clinical care for prescription of new precision drugs. Better outcomes through neuroimaging biomarkers, however, require a wholesale commitment to a precision psychiatry approach and will necessitate a cultural shift to align biopharma and clinical care in psychiatry to a precision orientation already routine in other areas of medicine.

摘要

神经影像学,包括正电子发射断层扫描(PET)、脑电图(EEG)和磁共振成像(MRI),几十年来一直是临床神经科学研究的主要手段,但除了通常功率不足的 1 期研究,或者进入临床护理,它在精神药物开发方面的应用很少。与此同时,迫切需要提高药物开发的成功率,增加机制多样性,并提高临床疗效。这些目标可以通过在精准精神病学框架中利用神经影像学来实现,即在临床开发的早期测量药物对大脑的影响,以了解剂量和适应症,然后在后期试验中识别可能的药物反应者,并丰富临床试验,最终改善临床结果。在这里,我们从开发和部署精神科新药的生物技术和制药公司的角度,检查了在精准精神病学中使用神经影像学取得成功的关键变量。我们认为,有明确的途径可以整合不同的神经影像学模式,以降低随后的开发阶段的风险,最终在临床护理中使用特定的神经影像学模式,为新的精准药物开处方。然而,通过神经影像学生物标志物实现更好的结果需要全面承诺采用精准精神病学方法,并且需要将生物制药和临床护理在精神病学中的文化转变为已经在医学其他领域常规应用的精准方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/1d70a9140e7f/41386_2024_1970_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/22828cd64bf8/41386_2024_1970_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/0ae41aa30b4f/41386_2024_1970_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/02c6b014a325/41386_2024_1970_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/1d70a9140e7f/41386_2024_1970_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/22828cd64bf8/41386_2024_1970_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/0ae41aa30b4f/41386_2024_1970_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/02c6b014a325/41386_2024_1970_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/51f4/11526012/1d70a9140e7f/41386_2024_1970_Fig4_HTML.jpg

相似文献

1
Opportunities for use of neuroimaging in de-risking drug development and improving clinical outcomes in psychiatry: an industry perspective.神经影像学在降低药物研发风险和改善精神科临床结局方面的应用机会:行业视角。
Neuropsychopharmacology. 2024 Nov;50(1):258-268. doi: 10.1038/s41386-024-01970-8. Epub 2024 Aug 21.
2
Opportunities in precision psychiatry using PET neuroimaging in psychosis.精神分裂症的正电子发射断层扫描神经影像学精准医学机遇。
Neurobiol Dis. 2019 Nov;131:104428. doi: 10.1016/j.nbd.2019.03.016. Epub 2019 Mar 20.
3
Bringing Imaging Biomarkers Into Clinical Reality in Psychiatry.将影像生物标志物带入精神病学的临床现实。
JAMA Psychiatry. 2024 Nov 1;81(11):1142-1147. doi: 10.1001/jamapsychiatry.2024.2553.
4
Generative AI for precision neuroimaging biomarker development in psychiatry.生成式人工智能在精神医学精准神经影像学生物标志物研发中的应用。
Psychiatry Res. 2024 Sep;339:115955. doi: 10.1016/j.psychres.2024.115955. Epub 2024 May 20.
5
The promise of precision functional mapping for neuroimaging in psychiatry.精准功能神经影像学在精神病学中的应用前景。
Neuropsychopharmacology. 2024 Nov;50(1):16-28. doi: 10.1038/s41386-024-01941-z. Epub 2024 Jul 31.
6
Quality over quantity: powering neuroimaging samples in psychiatry.质胜于量:为精神病学的神经影像学样本提供动力。
Neuropsychopharmacology. 2024 Nov;50(1):58-66. doi: 10.1038/s41386-024-01893-4. Epub 2024 Jun 20.
7
Neuroimaging for precision medicine in psychiatry.神经影像学在精神医学中的精准医疗应用。
Neuropsychopharmacology. 2024 Nov;50(1):246-257. doi: 10.1038/s41386-024-01917-z. Epub 2024 Jul 22.
8
Integrating sleep, neuroimaging, and computational approaches for precision psychiatry.整合睡眠、神经影像学和计算方法,实现精准精神病学。
Neuropsychopharmacology. 2020 Jan;45(1):192-204. doi: 10.1038/s41386-019-0483-8. Epub 2019 Aug 19.
9
Identifying biological markers for improved precision medicine in psychiatry.鉴定精神医学中精准医疗的生物标志物。
Mol Psychiatry. 2020 Feb;25(2):243-253. doi: 10.1038/s41380-019-0555-5. Epub 2019 Nov 1.
10
Advancing precision psychiatry and targeted treatments: Insights from immunopsychiatry.推进精准精神病学与靶向治疗:免疫精神病学的见解
Brain Behav Immun. 2025 Mar;125:319-329. doi: 10.1016/j.bbi.2025.01.002. Epub 2025 Jan 17.

引用本文的文献

1
Leveraging AI-Driven Neuroimaging Biomarkers for Early Detection and Social Function Prediction in Autism Spectrum Disorders: A Systematic Review.利用人工智能驱动的神经影像生物标志物进行自闭症谱系障碍的早期检测和社会功能预测:一项系统综述。
Healthcare (Basel). 2025 Jul 22;13(15):1776. doi: 10.3390/healthcare13151776.
2
Effects of Oral Contraceptive Pills on Brain Networks: A Conceptual Replication and Extension.口服避孕药对脑网络的影响:一项概念性重复与拓展研究
Hum Brain Mapp. 2025 Aug 1;46(11):e70318. doi: 10.1002/hbm.70318.
3
Neuroimaging Insights into the Public Health Burden of Neuropsychiatric Disorders: A Systematic Review of Electroencephalography-Based Cognitive Biomarkers.

本文引用的文献

1
Efficacy and safety of aticaprant, a kappa receptor antagonist, adjunctive to oral SSRI/SNRI antidepressant in major depressive disorder: results of a phase 2 randomized, double-blind, placebo-controlled study.阿替卡普兰(一种κ受体拮抗剂)联合口服 SSRI/SNRI 抗抑郁药治疗重度抑郁症的疗效和安全性:一项 2 期随机、双盲、安慰剂对照研究的结果。
Neuropsychopharmacology. 2024 Aug;49(9):1437-1447. doi: 10.1038/s41386-024-01862-x. Epub 2024 Apr 22.
2
Digital twins for health: a scoping review.用于健康的数字孪生:一项范围综述。
NPJ Digit Med. 2024 Mar 22;7(1):77. doi: 10.1038/s41746-024-01073-0.
3
scDrugPrio: a framework for the analysis of single-cell transcriptomics to address multiple problems in precision medicine in immune-mediated inflammatory diseases.
神经影像学对神经精神疾病公共卫生负担的见解:基于脑电图的认知生物标志物的系统综述
Medicina (Kaunas). 2025 May 28;61(6):1003. doi: 10.3390/medicina61061003.
4
Pharmaco-psychiatry and gut microbiome: a systematic review of effects of psychotropic drugs for bipolar disorder.药物精神病学与肠道微生物群:双相情感障碍精神药物疗效的系统评价
Microbiology (Reading). 2025 Jun;171(6). doi: 10.1099/mic.0.001568.
5
What Constitutes Neuroradiology Diagnostic Quality and How Does It Affect Coverage Decisions?什么构成神经放射学诊断质量,以及它如何影响保险范围决策?
AJNR Am J Neuroradiol. 2025 Apr 2;46(4):648-651. doi: 10.3174/ajnr.A8735.
6
PET in neurotherapeutic discovery and development.正电子发射断层扫描在神经治疗的发现与发展中的应用
Neurotherapeutics. 2025 Jan;22(1):e00498. doi: 10.1016/j.neurot.2024.e00498. Epub 2024 Dec 10.
7
Effects of oral contraceptive pills on brain networks: A replication and extension.口服避孕药对脑网络的影响:一项重复与扩展研究。
bioRxiv. 2024 Oct 12:2024.10.10.617472. doi: 10.1101/2024.10.10.617472.
scDrugPrio:一种用于分析单细胞转录组学的框架,旨在解决免疫介导的炎症性疾病精准医学中的多个问题。
Genome Med. 2024 Mar 20;16(1):42. doi: 10.1186/s13073-024-01314-7.
4
Highly accurate blood test for Alzheimer's disease is similar or superior to clinical cerebrospinal fluid tests.阿尔茨海默病的高精度血液检测在准确性上可与临床脑脊液检测相媲美或优于后者。
Nat Med. 2024 Apr;30(4):1085-1095. doi: 10.1038/s41591-024-02869-z. Epub 2024 Feb 21.
5
Network-based drug repurposing for schizophrenia.基于网络的精神分裂症药物重新利用
Neuropsychopharmacology. 2024 May;49(6):983-992. doi: 10.1038/s41386-024-01805-6. Epub 2024 Feb 6.
6
Illusory generalizability of clinical prediction models.临床预测模型的虚幻泛化性。
Science. 2024 Jan 12;383(6679):164-167. doi: 10.1126/science.adg8538. Epub 2024 Jan 11.
7
Practical challenges for precision medicine.精准医学的实际挑战。
Science. 2024 Jan 12;383(6679):149-150. doi: 10.1126/science.adm9218. Epub 2024 Jan 11.
8
Toward precision medicine using a "digital twin" approach: modeling the onset of disease-specific brain atrophy in individuals with multiple sclerosis.利用“数字孪生”方法实现精准医学:对多发性硬化症患者特定疾病性脑萎缩的发病进行建模。
Sci Rep. 2023 Sep 28;13(1):16279. doi: 10.1038/s41598-023-43618-5.
9
Developing an Electroencephalography-Based Model for Predicting Response to Antidepressant Medication.开发一种基于脑电图的模型以预测对抗抑郁药物的反应。
JAMA Netw Open. 2023 Sep 5;6(9):e2336094. doi: 10.1001/jamanetworkopen.2023.36094.
10
Evaluating Robustness of Brain Stimulation Biomarkers for Depression: A Systematic Review of Magnetic Resonance Imaging and Electroencephalography Studies.评估脑刺激生物标志物治疗抑郁症的稳健性:磁共振成像和脑电图研究的系统评价。
Biol Psychiatry. 2024 Mar 15;95(6):553-563. doi: 10.1016/j.biopsych.2023.09.009. Epub 2023 Sep 19.