Using Mouse Pain Scales to Discover Unusual Pain Sensitivity and New Pain Targets
使用小鼠疼痛量表发现异常的疼痛敏感性和新的疼痛目标
基本信息
- 批准号:10842053
- 负责人:
- 金额:$ 6.25万
- 依托单位:
- 依托单位国家:美国
- 项目类别:
- 财政年份:2023
- 资助国家:美国
- 起止时间:2023-07-01 至 2024-06-30
- 项目状态:已结题
- 来源:
- 关键词:AblationAcute PainAnimalsAtlasesAwardBehavior assessmentBehavioralBiologicalCandidate Disease GeneCommunitiesComputer softwareCustomDimensionsEsthesiaGenesGeneticGenetic VariationGoalsHumanHuman GenomeHypersensitivityIndividualMachine LearningMapsMeasuresMechanicsMissionMusNeuronsNociceptorsPainPain MeasurementPathologicPersonsPopulationPositioning AttributePublic HealthPublicationsPublishingResearchResourcesRiskRoleRouteSensoryShapesSpeedTestingTherapeuticUnited States National Institutes of HealthWild Type Mousechronic painchronic pain managementgenetic architecturehuman RNA sequencinginter-individual variationmouse geneticsmouse modelnon-verbalpain behaviorpain chronificationpain modelpain reductionpain scalepain sensationpain sensitivitypre-clinicalpreclinical studyprogramsresponsesingle-cell RNA sequencingspontaneous paintherapeutic targettooltraittranslational potentialunsupervised learning
项目摘要
Project Summary
There is vast inter-individual variability to acute and chronic pain, and genetic architecture is one of the
major factors that shape our unique responses to pain. The misexpression of genes in nociceptors can facilitate
the transition from acute to chronic pain, and thus targeting nociceptor genes in the periphery is an important
route towards non-addictive pain therapeutics. If we seek to uncover how diverse human genomes may give rise
to pathological pain sensation, a narrow focus in our preclinical studies on one canonical wildtype mouse line,
C57BL/6J, is insufficient. Moreover, to harness the full translational potential of mouse models of pain, a
prerequisite is being able to accurately measure pain, which is an inherently subjective sensation that becomes
even harder to score in nonverbal animals. In recent publications from my lab, we have developed automated
mouse “pain scales” using high-speed videography, machine learning, and custom software, to capture the
sensory-reflexive dimensions of pain in a quantitative manner. In ongoing studies, we use unsupervised learning
platforms to automatically capture spontaneous signatures of pain. Therefore, we are now well-positioned to use
our automated pain behavior assessment platforms to test new pain target genes and identify genetically
divergent mice with atypical pain sensitivity.
We have three major goals in this New Innovator Award program. First, we aim to identify genetically
unique mouse lines that have unusual responses to acute and chronic pain, using evoked and spontaneous pain
measurements, testing hundreds of mice. The mouse lines tested in this application that fail to respond normally
to pain, or have heightened pain responses, may hold the keys to uncovering how populations of people have
pathological pain sensitivity. This is significant because individuals with hypersensitivity to pain, appear to have
an increased risk of developing chronic pain. The genetic construction of these mouse lines also facilitates
mapping analyses to connect genes to pain traits, thus identifying potential new pain targets. Second, we will
investigate the biological basis of pain sensitivity in a mouse line that my lab already published on, as having
mechanical pain hypersensitivity. We aim to identify causative changes that permit this hypersensitivity, and thus
unlock a new pain target. Finally, we will use mouse genetic targeting to ablate a candidate pain target in mouse
nociceptors and test functional consequences with our automated behavioral pipelines. This new candidate gene
recently emerged from single-cell RNA sequencing of human nociceptors. Taken together, we are levering the
tools my lab developed and resources made available to the entire community, to produce an atlas of pain hyper-
and hypo-sensitive mouse lines, as well as functionally identifying new pain therapeutic targets.
项目概要
急性和慢性疼痛存在巨大的个体差异,遗传结构是其中之一
影响我们对疼痛的独特反应的主要因素伤害感受器中的基因错误表达可以促进这一过程。
从急性疼痛到慢性疼痛的转变,因此针对外周伤害感受器基因是一个重要的
如果我们试图揭示多样化的人类基因组如何产生,我们将找到通往非成瘾性疼痛治疗的道路。
病理性疼痛感觉,这是我们对一种典型野生型小鼠品系的临床前研究的一个狭窄焦点,
此外,C57BL/6J 还不足以充分利用小鼠疼痛模型的转化潜力。
前提是能够准确测量疼痛,这是一种固有的主观感觉,
在我的实验室最近发表的出版物中,我们开发了自动化的方法。
使用高速摄像、机器学习和定制软件来捕获小鼠“疼痛量表”
在正在进行的研究中,我们使用无监督学习来定量地描述疼痛的感觉反射维度。
自动捕捉自发疼痛特征的平台因此,我们现在已经做好了使用的准备。
我们的自动化疼痛行为评估平台可测试新的疼痛目标基因并识别基因
具有非典型疼痛敏感性的不同小鼠。
我们的新创新者奖计划有三个主要目标:首先,我们的目标是从基因上进行识别。
独特的小鼠品系,利用诱发和自发疼痛,对急性和慢性疼痛有不寻常的反应
测量,测试了数百只在此应用中测试的小鼠品系,这些小鼠品系未能正常响应。
对疼痛或呼吸疼痛的反应可能是揭示人们如何
这很重要,因为对疼痛过敏的人似乎具有病理性疼痛敏感性。
这些小鼠品系的基因构建也促进了患慢性疼痛的风险。
其次,我们将进行绘图分析,将基因与疼痛特征联系起来,从而确定潜在的新疼痛目标。
研究我的实验室已经发表的小鼠品系疼痛敏感性的生物学基础,因为
我们的目标是确定导致这种过敏的原因变化,从而识别机械性疼痛过敏。
最后,我们将使用小鼠基因靶向消除小鼠的候选疼痛目标。
伤害感受器并通过我们的自动化行为管道测试功能后果。
最近从人类伤害感受器的单细胞 RNA 测序中得出结论,我们正在利用这一点。
我的实验室开发的工具和向整个社区提供的资源,以制作一份超疼痛图谱
和低敏感性小鼠系,以及功能性识别新的疼痛治疗靶点。
项目成果
期刊论文数量(1)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Ishmail John Abdus-Saboor其他文献
Ishmail John Abdus-Saboor的其他文献
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{{ truncateString('Ishmail John Abdus-Saboor', 18)}}的其他基金
The Short Course on the Application of Machine Learning for Automated Quantification of Behavior
机器学习在行为自动量化中的应用短期课程
- 批准号:
10420570 - 财政年份:2022
- 资助金额:
$ 6.25万 - 项目类别:
Using mouse pain scales to discover unusual pain sensitivity and new pain targets
使用小鼠疼痛量表发现异常的疼痛敏感性和新的疼痛目标
- 批准号:
10581160 - 财政年份:2022
- 资助金额:
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Determining the functions of molecularly defined populations of nociceptors in spinal and dental pain
确定分子定义的伤害感受器群体在脊柱和牙齿疼痛中的功能
- 批准号:
9980200 - 财政年份:2018
- 资助金额:
$ 6.25万 - 项目类别:
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