Frostig Tzviel, Alonim Hanna, Scheingesicht Giora, Benjamini Yoav, Golani Ilan
Department of Statistic and Operations Research, School of Mathematical Sciences, Tel Aviv University, Tel Aviv, Israel.
The Mifne Center, Rosh Pinna, Israel.
Front Behav Neurosci. 2020 Nov 13;14:580972. doi: 10.3389/fnbeh.2020.580972. eCollection 2020.
In previous phenotyping studies of mouse and rat exploratory behavior we developed a computational exploratory data analysis methodology including videotaping, tracking, preparatory methods for customized data analysis, a methodology for improving the replicability of results across laboratories, and algorithmic design for exposing the natural reference places (origins) used by animals during exploration. We then measured the animals' paths in reference to these origins, revealing robust, highly replicable modules termed excursions, which are performed from the origin into the environment and back to the origin. Origin-related exploration has been claimed to be phylogenetically conserved across the vertebrates. In the current study we use the same methodology to examine whether origin-related exploration has also been conserved in human pre-walking typically developing (TD) and a group of non-typically developing (NTD) infants in the presence of their stationary mother. The NTDs had been referred to a center for the early treatment of autism in infancy by pediatric neurologists and clinicians. The TDs established a reference place (origin) at mother's place and exhibited a modular partitioning of their path into excursions performed in reference to mother, visiting her often, and reaching closely. In contrast, the NTDs did not establish a distinct origin at the mother's place, or any other place, and did not partition the exploratory path into excursions. Once this difference is validated, the differences between the human infant groups may serve as an early referral tool for child development specialists. The absence of distinct modularity in human infants at risk of autism spectrum disorder can guide the search for animal models for this disorder in translational research.
在之前对小鼠和大鼠探索行为的表型研究中,我们开发了一种计算性探索数据分析方法,包括录像、追踪、定制数据分析的预处理方法、提高不同实验室结果可重复性的方法,以及用于揭示动物在探索过程中使用的自然参考地点(原点)的算法设计。然后,我们参照这些原点测量动物的路径,发现了被称为“偏移”的强大且高度可重复的模块,这些偏移是从原点进入环境再回到原点的过程。与原点相关的探索被认为在整个脊椎动物中具有系统发育上的保守性。在当前研究中,我们使用相同的方法来检验在母亲静止在场的情况下,与原点相关的探索在人类学步前的典型发育(TD)婴儿和一组非典型发育(NTD)婴儿中是否也具有保守性。这些NTD婴儿是由儿科神经科医生和临床医生转介到一个婴儿自闭症早期治疗中心的。TD婴儿在母亲所在位置建立了一个参考地点(原点),并将他们的路径模块化地划分为以母亲为参考进行的偏移,经常靠近并接触母亲。相比之下,NTD婴儿在母亲所在位置或其他任何位置都没有建立明确的原点,也没有将探索路径划分为偏移。一旦这种差异得到验证,人类婴儿组之间的差异可能会成为儿童发育专家的早期转诊工具。自闭症谱系障碍风险的人类婴儿缺乏明显的模块化特征,这可以指导在转化研究中寻找该疾病的动物模型。