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Use of Hidden Markov Models to Identify Behavioral Patterns in Accelerometry Data of Subterranean Rodents in Field Enclosures. 利用隐马尔可夫模型识别野外围栏中地下啮齿动物加速度测量数据中的行为模式。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-06-01 Epub Date: 2025-02-17 DOI: 10.1177/07487304241313149
Milene G Jannetti, Veronica S Valentinuzzi, Gisele A Oda

Activity rhythms of laboratory rodents are usually measured by running wheels, and although wheel running activity-or-rest data enable straightforward rhythmic analyses, it provides limited behavioral information. In subterranean rodents (tuco-tucos), we used bio-loggers (accelerometers) to measure activity rhythms in both lab and field conditions, detecting diverse movements that compose activity. However, understanding these different accelerometer-detected activity components requires more complex analytical tools. Here we used supervised hidden Markov models (HMMs) as a machine learning analysis, to identify behavioral patterns in accelerometer data of tuco-tucos from field enclosures and characterize their behavioral rhythms in this condition. Activity of tuco-tucos was previously video-recorded in the laboratory with simultaneous accelerometer measurements. Video-obtained behavioral data were used in HMM models to refine (train) the classification of accelerometer recordings into different behavioral states. The classification obtained by HMM matched in 93% the one obtained by the video-observed method. Trained models were then used to automatically extract behavior information from accelerometers attached to 20 unobserved tuco-tucos first maintained in field enclosures and then transferred to the laboratory. Activity bouts associated with digging and locomotion were responsible for the diurnal rhythm in field enclosures and the nocturnal rhythm in the laboratory. Bouts of activity spread throughout day and night (cathemeral) were present in both conditions and were associated with feeding, coprophagy, and grooming. Finally, while rest occurs throughout day and night in the laboratory setting, tuco-tucos restrict rest episodes to nighttime under field enclosures, possibly as a behavioral adjustment to challenging environments. HMM models provide more behavioral information from accelerometry data, expanding the scope of activity pattern studies in small mammals under natural conditions.

实验室啮齿类动物的活动节奏通常是通过跑步的轮子来测量的,尽管轮子跑步活动或休息的数据可以直接进行节奏分析,但它提供的行为信息有限。在地下啮齿类动物(tuco-tucos)中,我们使用生物记录仪(加速度计)来测量实验室和野外条件下的活动节奏,检测构成活动的各种运动。然而,理解这些不同的加速度计检测到的活动成分需要更复杂的分析工具。本研究使用监督隐马尔可夫模型(hmm)作为机器学习分析,识别野地围栏中tuco- tuco-tucos加速度计数据中的行为模式,并表征其在这种情况下的行为节律。tuco-tucos的活动以前是在实验室中用同步加速度计测量记录下来的。在HMM模型中使用视频获取的行为数据来细化(训练)加速度计记录到不同行为状态的分类。HMM的分类结果与视频观测方法的分类结果的匹配率为93%。然后使用训练好的模型自动提取20只未观察到的tuco-tuco -tuco的加速度计的行为信息,这些加速度计首先放在野外围栏中,然后转移到实验室。与挖掘和移动相关的活动回合负责田间围栏的昼夜节律和实验室的夜间节律。在这两种情况下,活动分布在白天和晚上(导管状),并与进食、食腐和梳理有关。最后,虽然在实验室环境中白天和晚上都有休息,但在野外围栏下,tuco-tucos将休息时间限制在夜间,这可能是对挑战性环境的行为调整。HMM模型从加速度计数据中提供了更多的行为信息,扩大了自然条件下小型哺乳动物活动模式研究的范围。
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引用次数: 0
Chronotype and Sleep Timing by Race-Gender: The CARDIA Sleep Study. 不同种族性别的睡眠时间和睡眠类型:CARDIA睡眠研究。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2025-02-07 DOI: 10.1177/07487304251315596
Kristen L Knutson, Kathryn J Reid, Mandy Wong, Shaina J Alexandria, S Justin Thomas, Cora E Lewis, Pamela J Schreiner, Stephen Sidney, Kiarri Kershaw, Mercedes R Carnethon

Chronotype indicates a person's "circadian preference," that is, the time of day when they prefer to perform certain activities (e.g. a "morning" vs "evening" person). Sleep timing is related to chronotype but is also constrained by social requirements. When sleep timing does not align with chronotype, circadian disruption can occur, and circadian disruption impairs cardiometabolic health. There are well-known racial disparities in cardiometabolic health whereby Black adults are at higher risk. It is not well-known, however, whether sleep timing within each chronotype varies between Black and White adults, which was the focus of these analyses. These data are from a cross-sectional sleep study conducted in 2020 to 2023 as an ancillary to the Coronary Artery Risk Development in Young Adults (CARDIA) cohort study, in the United States. The Morningness-Eveningness Questionnaire (MEQ) captured chronotype in 2,373 participants aged 52-70 years. Chronotype was based on both overall MEQ score and question 19 categories. A subset of participants wore a wrist actigraphy monitor for ~7 days to assess sleep timing (n = 720). Our sample included 27% Black women, 17% Black men, 33% White women, and 24% White men. Mean MEQ score and chronotype distribution did not differ among race-gender groups. Among morning types, Black women and men had a later sleep start and midpoint than White women (23-34 minutes later for Black women, 32-53 minutes for Black men). Among intermediate types, Black women had significantly later sleep start (55 minutes later) and midpoint (44 minutes later), and Black men had a later sleep start (50 minutes later) than White women adjusting for age and study site. In summary, regardless of chronotype, Black adults had later sleep timing than White adults.

时间类型表明了一个人的“昼夜偏好”,也就是说,一天中他们喜欢做某些活动的时间(例如,“早晨”和“晚上”的人)。睡眠时间与睡眠类型有关,但也受到社会需求的限制。当睡眠时间与生物钟类型不一致时,就会发生昼夜节律紊乱,而昼夜节律紊乱会损害心脏代谢健康。众所周知,在心脏代谢健康方面存在种族差异,其中黑人成年人的风险更高。然而,黑人和白人成年人在每种睡眠类型中的睡眠时间是否有所不同,这是这些分析的重点,目前尚不清楚。这些数据来自2020年至2023年进行的一项横断面睡眠研究,作为美国年轻人冠状动脉风险发展(CARDIA)队列研究的辅助研究。晨昏性问卷(MEQ)记录了2373名年龄在52-70岁之间的参与者的时间类型。睡眠类型是基于MEQ总分和第19个问题类别。一部分参与者佩戴腕部活动监测仪约7天,以评估睡眠时间(n = 720)。我们的样本包括27%的黑人女性,17%的黑人男性,33%的白人女性和24%的白人男性。平均MEQ评分和时型分布在种族-性别组之间没有差异。在早起型人群中,黑人女性和男性的睡眠开始和中间时间都比白人女性晚(黑人女性晚23-34分钟,黑人男性晚32-53分钟)。在中间类型中,根据年龄和研究地点的不同,黑人女性的睡眠开始时间(55分钟)和中点时间(44分钟)明显晚于白人女性,黑人男性的睡眠开始时间(50分钟)也明显晚于白人女性。总之,无论睡眠类型如何,黑人成年人的睡眠时间都比白人成年人晚。
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引用次数: 0
The Mouse Estrus and Circadian Cycles Interact to Influence Behavioral Rhythms: Relevance to the Menstrual Cycle in Humans. 小鼠发情和生理周期相互作用影响行为节律:与人类月经周期相关。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2025-02-27 DOI: 10.1177/07487304251321021
Maya Purday
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引用次数: 0
Frequent Shifts During Chronic Jet Lag Uncouple Liver Rhythms From the Light Cycle in Male Mice. 慢性时差引起的频繁变化使雄性小鼠的肝脏节律与光周期分离。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2025-01-08 DOI: 10.1177/07487304241311328
Qing Zhang, Christopher Litwin, Kristi Dietert, Ioannis Tsialtas, Wan Hsi Chen, Zhihong Li, Kevin B Koronowski

Circadian disruption is pervasive in modern society and associated with increased risk of disease. Chronic jet lag paradigms are popular experimental tools aiming to emulate human circadian disruption experienced during rotating and night shift work. Chronic jet lag induces metabolic phenotypes tied to liver and systemic functions, yet lack of a clear definition for how rhythmic physiology is impaired under these conditions hinders the ability to identify the underlying molecular mechanisms. Here, we compared 2 common chronic jet lag paradigms and found that neither induced arrythmicity of the liver and each had distinct effects on rhythmicity. Instead, more frequent 8-h forward shifts of the light schedule induced more severe misalignment and non-fasted hyperglycemia. Every other day shifts eventually uncoupled behavioral and hepatic rhythms from the light cycle, reminiscent of free-running conditions. These results point to misalignment, not arrhythmicity, as the initial disturbance tied to metabolic dysfunction in environmental circadian disruption and highlight considerations for the interpretation and design of chronic jet lag studies.

昼夜节律紊乱在现代社会普遍存在,并与疾病风险增加有关。慢性时差模式是一种流行的实验工具,旨在模拟人类在轮班和夜班工作中经历的昼夜节律中断。慢性时差导致与肝脏和全身功能相关的代谢表型,但缺乏对节律生理在这些条件下如何受损的明确定义,阻碍了识别潜在分子机制的能力。在这里,我们比较了两种常见的慢性时差模式,发现两种模式都没有引起肝脏的心律失常,而且每种模式对心律失常都有不同的影响。相反,更频繁的8小时前移会导致更严重的错位和非空腹高血糖。每隔一天的变化最终将行为和肝脏节律从光周期中分离出来,让人想起自由奔跑的条件。这些结果表明,在环境昼夜节律中断中,与代谢功能障碍相关的初始干扰是不对准,而不是心律失常,并强调了慢性时差研究的解释和设计的考虑。
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引用次数: 0
Focusing on Excellence: An Interview With Dr. Charlotte Helfrich-Förster. 专注于卓越:采访夏洛特博士Helfrich-Förster。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2025-02-19 DOI: 10.1177/07487304251316916
Sergio Hidalgo, Yao D Cai
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引用次数: 0
The Circadian Response to Evening Light Spectra in Early Childhood: Preliminary Insights. 幼儿夜间光谱的昼夜节律反应:初步见解。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2025-01-08 DOI: 10.1177/07487304241311652
Lauren E Hartstein, Kenneth P Wright, Cecilia Diniz Behn, Shelby R Stowe, Monique K LeBourgeois

Although the sensitivity of the circadian system to the characteristics of light (e.g., biological timing, intensity, duration, spectrum) has been well studied in adults, data in early childhood remain limited. Utilizing a crossover, within-subjects design, we examined differences in the circadian response to evening light exposure at two different correlated color temperatures (CCT) in preschool-aged children. Healthy, good sleeping children (n = 10, 3.0-5.9 years) completed two 10-day protocols. In each protocol, after maintaining a stable sleep schedule for 7 days, a 3-day in-home dim-light circadian assessment was performed. On the first and third evenings of the in-home protocol, dim-light melatonin onset (DLMO) was assessed. On the second evening, children received a 1-h light exposure of 20 lux from either 2700 K (low CCT) or 5000 K (high CCT) (~9 and ~16 melanopic equivalent daylight illuminance (mEDI lux), respectively) centered around their habitual bedtime. Children received the remaining light condition during their second protocol, with the order counterbalanced across participants. Salivary melatonin was collected to compute melatonin suppression and circadian phase shift resulting from each experimental light condition. Melatonin suppression across the 1-h light stimulus was significantly greater during exposure to the high CCT light (M = 56.3%, SD = 19.25%) than during the low CCT light (M = 23.90%, SD = 41.06%). Both light conditions resulted in marked delays of circadian timing, but only a small difference (d = -0.25) was observed in the delay between the 5000 K (M = 35.3 min, SD = 34.3 min) and 2700 K (M = 26.7 min, SD = 15.9 min) conditions. Together, these findings add to a growing literature demonstrating high responsivity of the circadian clock to evening light exposure in early childhood and provide preliminary evidence of melatonin suppression sensitivity to differences in light spectrum in preschool-aged children.

尽管昼夜节律系统对光的特征(如生物时间、强度、持续时间、光谱)的敏感性已经在成人中得到了很好的研究,但儿童早期的数据仍然有限。利用交叉,受试者内设计,我们研究了学龄前儿童在两种不同相关色温(CCT)下对夜间光暴露的昼夜节律反应的差异。健康、睡眠良好的儿童(n = 10, 3.0-5.9岁)完成了两个为期10天的方案。在每个方案中,在保持稳定的睡眠计划7天后,进行为期3天的室内昏暗昼夜节律评估。在家庭方案的第一个和第三个晚上,评估暗光褪黑素发作(DLMO)。在第二个晚上,儿童在他们习惯的就寝时间周围接受2700 K(低CCT)或5000 K(高CCT)(分别为~9和~16黑视等效日光照度(mEDI lux))的20勒克斯光照1小时。孩子们在他们的第二个协议中接受了剩余的光线条件,在参与者之间的顺序是平衡的。收集唾液褪黑素,计算每个实验光条件下褪黑素的抑制和昼夜节律相移。高CCT光照下(M = 56.3%, SD = 19.25%)对褪黑素的抑制作用明显大于低CCT光照下(M = 23.90%, SD = 41.06%)。两种光照条件都导致了明显的昼夜节律延迟,但在5000 K (M = 35.3 min, SD = 34.3 min)和2700 K (M = 26.7 min, SD = 15.9 min)条件下,延迟只有很小的差异(d = -0.25)。总之,这些发现增加了越来越多的文献,证明了儿童早期生物钟对夜间光照的高度反应,并提供了褪黑激素抑制学龄前儿童对光谱差异的敏感性的初步证据。
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引用次数: 0
The Never Given 2022 Pittendrigh/Aschoff Lecture: The Clock Network in the Brain-Insights From Insects. 从未给出的 2022 年皮顿德里/阿肖夫讲座:大脑中的时钟网络--来自昆虫的启示。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2024-11-11 DOI: 10.1177/07487304241290861
Charlotte Helfrich-Förster

My journey into chronobiology began in 1977 with lectures and internships with Wolfgang Engelmann and Hans Erkert at the University of Tübingen in Germany. At that time, the only known animal clock gene was Period, and the location and organization of the master circadian clock in the brain was completely unknown for the model insect Drosophila melanogaster. I was thus privileged to witness and participate in the research that led us from discovering the first clock gene to identifying the clock network in the fly brain and the putative pathways linking it to behavior and physiology. This article highlights my role in these developments and also shows how the successful use of D. melanogaster for studies of circadian rhythms has contributed to the understanding of clock networks in other animals. I also report on my experiences in the German scientific system and hope that my story will be of interest to some of you.

我的时间生物学之旅始于 1977 年,当时我在德国图宾根大学沃尔夫冈-恩格尔曼(Wolfgang Engelmann)和汉斯-埃尔克特(Hans Erkert)的指导下进行授课和实习。当时,唯一已知的动物时钟基因是 "周期"(Period),而对于黑腹果蝇这种模式昆虫来说,大脑中昼夜节律主时钟的位置和组织完全未知。因此,我有幸见证并参与了从发现第一个时钟基因到确定果蝇大脑中的时钟网络以及将其与行为和生理联系起来的假定途径的研究过程。这篇文章重点介绍了我在这些发展过程中扮演的角色,并说明了成功利用黑腹蝇进行昼夜节律研究如何有助于人们了解其他动物的时钟网络。我还报告了我在德国科学体系中的经历,希望我的故事能引起你们中一些人的兴趣。
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引用次数: 0
Augmenting Circadian Biology Research With Data Science. 用数据科学增强昼夜生物学研究。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2025-01-29 DOI: 10.1177/07487304241310923
Severine Soltani, Jamison H Burks, Benjamin L Smarr

The nature of biological research is changing, driven by the emergence of big data, and new computational models to parse out the information therein. Traditional methods remain the core of biological research but are increasingly either augmented or sometimes replaced by emerging data science tools. This presents a profound opportunity for those circadian researchers interested in incorporating big data and related analyses into their plans. Here, we discuss the emergence of novel sources of big data that could be used to gain real-world insights into circadian biology. We further discuss technical considerations for the biologist interested in including data science approaches in their research. We conversely discuss the biological considerations for data scientists so that they can more easily identify the nuggets of biological rhythms insight that might too easily be lost through application of standard data science approaches done without an appreciation of the way biological rhythms shape the variance of complex data objects. Our hope is that this review will make bridging disciplines in both directions (biology to computational and vice versa) easier. There has never been such rapid growth of cheap, accessible, real-world research opportunities in biology as now; collaborations between biological experts and skilled data scientists have the potential to mine out new insights with transformative impact.

在大数据的出现和新的计算模型的推动下,生物研究的性质正在发生变化。传统方法仍然是生物学研究的核心,但越来越多地被新兴的数据科学工具所增强或有时所取代。这为那些有兴趣将大数据和相关分析纳入计划的昼夜节律研究人员提供了一个深刻的机会。在这里,我们讨论了新的大数据来源的出现,这些大数据可以用来获得现实世界中昼夜节律生物学的见解。我们进一步讨论了对在其研究中包含数据科学方法感兴趣的生物学家的技术考虑。相反,我们讨论了数据科学家的生物学考虑,以便他们可以更容易地识别生物节律洞察力的金块,这些金块可能很容易通过应用标准数据科学方法而丢失,而没有欣赏生物节律塑造复杂数据对象变化的方式。我们的希望是,这篇综述将使两个方向(生物学到计算学,反之亦然)的衔接学科变得更容易。在生物学领域,从来没有像现在这样廉价、便捷、真实的研究机会增长如此之快;生物专家和熟练的数据科学家之间的合作有可能挖掘出具有变革性影响的新见解。
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引用次数: 0
Scheduled Exercise Partially Offsets Alcohol-Induced Clock Dysfunction in Skeletal Muscle and Liver of Female Mice. 定期运动可部分抵消雌性小鼠骨骼肌和肝脏中酒精引起的时钟功能障碍。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-04-01 Epub Date: 2025-02-09 DOI: 10.1177/07487304241312461
Abigail L Tice, Choogon Lee, Robert C Hickner, Jennifer L Steiner

Binge and chronic alcohol intake impair skeletal muscle and liver circadian clocks. Scheduled exercise is suggested to protect against circadian misalignment, like that induced by alcohol. It was tested whether scheduled, voluntary daily wheel running would protect the gastrocnemius and liver clocks against alcohol-induced perturbations. Female C57BL6/Hsd mice were assigned to 1 of 4 groups: control-sedentary (CON SED, n = 26), control-exercise (CON EX, n = 28), alcohol-sedentary (ETOH SED, n = 27), or alcohol-exercise (ETOH EX, n = 25). Exercise mice were granted access to running wheels for 2 h/day (ZT13-15) while ETOH mice consumed alcohol-containing liquid diet for 6 weeks. Tissues were collected every 4 h starting at ZT12 from 4-5 mice/group and were used for RNA/cDNA/RT-PCR (gastrocnemius and liver) and Western blotting (gastrocnemius). A second cohort of mice were weaned off alcohol, given regular chow, and continued daily exercise (2 h/day) for ~2 weeks. Then, all mice (EX and SED) were given 24-h wheel access for 1 week to assess cyclic running behaviors during abstinence. While alcohol differentially disrupted muscle and liver clocks in sedentary mice, differences between exercised groups were minimized. BMAL1 protein expression increased in the nuclear-enriched fraction in the gastrocnemius of both exercise groups compared to both sedentary groups. In the second cohort, wheel running was increased in ETOH EX compared to ETOH SED in the dark cycle. In the light cycle, ETOH mice ran less than CON mice, and EX mice ran less than SED mice despite all mice receiving chow diet and no EtOH. Overall, scheduled wheel running partially offset the alcohol-induced perturbations in the muscle and liver clock while ETOH and EX both influenced the timing of subsequent activity after the dietary intervention ended.

暴饮暴食和长期饮酒损害骨骼肌和肝脏生物钟。建议定期锻炼,以防止昼夜节律失调,如酒精引起的。研究人员测试了定期的、自愿的每日轮转是否能保护腓肠肌和肝脏时钟免受酒精引起的干扰。雌性C57BL6/Hsd小鼠分为4组:对照组-久坐(CON SED, n = 26)、对照组-运动(CON EX, n = 28)、酒精-久坐(ETOH SED, n = 27)或酒精-运动(ETOH EX, n = 25)。运动小鼠每天2小时(ZT13-15)进入跑步轮,而ETOH小鼠连续6周食用含酒精的液体饮食。从ZT12开始每4 h收集4-5只/组小鼠的组织,用于RNA/cDNA/RT-PCR(腓肠肌和肝脏)和Western blotting(腓肠肌)。第二组小鼠戒掉酒精,给予常规食物,并继续每天运动(每天2小时),持续约2周。然后,所有小鼠(EX和SED)给予24小时轮式通道,持续1周,以评估禁食期间的循环跑步行为。虽然酒精对久坐小鼠的肌肉和肝脏时钟的影响有所不同,但运动组之间的差异微乎其微。与久坐组相比,两个运动组的腓肠肌核富集部分的BMAL1蛋白表达均有所增加。在第二组中,与黑暗循环中的ETOH SED相比,ETOH EX组的车轮运动增加。在光照周期中,尽管所有小鼠均饲喂鼠粮且不饲喂ETOH,但ETOH小鼠比CON小鼠跑得少,EX小鼠比SED小鼠跑得少。总的来说,定期的车轮运动部分抵消了酒精引起的肌肉和肝脏时钟的扰动,而ETOH和EX都影响了饮食干预结束后后续活动的时间。
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引用次数: 0
Modeling of Jet Lag and Searching for an Optimal Light Treatment. 时差的建模和寻找最佳的光处理。
IF 2.9 3区 生物学 Q2 BIOLOGY Pub Date : 2025-02-01 Epub Date: 2025-01-24 DOI: 10.1177/07487304241306851
Beatriz Aleixo, Sooyeon Yoon, José F F Mendes, Alexander V Goltsev

The role of the hierarchical organization of the suprachiasmatic nucleus (SCN) in its functioning, jet lag, and the light treatment of jet lag remains poorly understood. Using the core-shell model, we mimic collective behavior of the core and shell populations of the SCN oscillators in transient states after rapid traveling east and west. The existence of a special region of slow dynamical states of the SCN oscillators can explain phenomena such as the east-west asymmetry of jet lag, instances when entrainment to an advance is via delay shifts, and the dynamics of jet lag recovery time. If jet lag brings the SCN state into this region, it will take a long time to leave it and restore synchronization among oscillators. We show that the population of oscillators in the core responds quickly to a rapid phase shift of the light-dark cycle, in contrast to the shell, which responds slowly. A slow recovery of the synchronization among the shell oscillators in transient states may strongly affect reentrainment in peripheral tissues and behavioral rhythms. We discuss the relationship between molecular, electrical, and behavioral rhythms. We also describe how light pulses affect the SCN and analyze the efficiency of the light treatment in facilitating the adaptation of the SCN to a new time zone. Light pulses of a moderate duration and intensity reduce the recovery time after traveling east, but not west. However, long duration and high intensity of light pulses are more detrimental than beneficial for speeding up reentrainment. The results of the core-shell model are compared with experimental data and other biologically motivated models of the SCN.

视交叉上核(SCN)的等级组织在其功能、时差反应和时差反应的光治疗中的作用仍然知之甚少。利用核壳模型,我们模拟了SCN振荡子在快速东、西移动后的瞬态核壳种群的集体行为。SCN振荡的慢动态状态的特殊区域的存在可以解释时差的东西不对称现象,例如通过延迟转移来推进的情况,以及时差恢复时间的动力学。如果时差将SCN状态带入该区域,则需要很长时间才能离开该区域并恢复振荡器之间的同步。我们表明,与壳层反应缓慢相比,核心中的振荡子种群对光-暗周期的快速相移反应迅速。在短暂状态下,壳振荡子之间同步的缓慢恢复可能会强烈影响外周组织和行为节律的再携带。我们讨论分子、电和行为节律之间的关系。我们还描述了光脉冲如何影响SCN,并分析了光处理在促进SCN适应新时区方面的效率。中等持续时间和强度的光脉冲向东移动后会缩短恢复时间,但不会向西移动。然而,长时间和高强度的光脉冲对加速再夹带弊大于利。核壳模型的结果与实验数据和其他生物驱动的SCN模型进行了比较。
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Journal of Biological Rhythms
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