首页 > 最新文献

Journal of Experimental Biology最新文献

英文 中文
The dual timescales of gait adaptation: initial stability adjustments followed by subsequent energetic cost adjustments. 步态适应的双重时间尺度:最初的稳定性调整和随后的能量成本调整。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-11-28 DOI: 10.1242/jeb.249217
Sarah A Brinkerhoff, Natalia Sánchez, Meral N Culver, William M Murrah, Austin T Robinson, J Danielle McCullough, Matthew W Miller, Jaimie A Roper

Gait adaptation during bipedal walking allows people to adjust their walking patterns to maintain balance, avoid obstacles and avoid injury. Adaptation involves complex processes that function to maintain stability and reduce energy expenditure. However, the processes that influence walking patterns during different points in the adaptation period remain to be investigated. We assessed split-belt adaptation in 17 young adults aged 19-35. We also assessed individual aerobic capacity to understand how aerobic capacity influences adaptation. We analyzed step lengths, step length asymmetry (SLA), mediolateral margins of stability, positive, negative and net mechanical work rates, as well as metabolic rate during adaptation. Dual-rate exponential mixed-effects regressions estimated the adaptation of each measure over two timescales; results indicate that mediolateral stability adapts over a single timescale in under 1 min, whereas mechanical work rates, metabolic rate, step lengths and SLA adapt over two distinct timescales (3.5-11.2 min). We then regressed mediolateral margins of stability, net mechanical work rate and metabolic rate on SLA during early and late adaptation phases to determine whether stability drives early adaptation and energetic cost drives late adaptation. Stability predicted SLA during the initial rapid onset of adaptation, and mechanical work rate predicted SLA during the latter part of adaptation. Findings suggest that stability optimization may contribute to early gait changes and that mechanical work contributes to later changes during adaptation. A final sub-analysis showed that aerobic capacity levels <36 and >43 ml kg-1 min-1 resulted in greater SLA adaptation, underscoring the metabolic influences on gait adaptation. This study illuminates the complex interplay between biomechanical and metabolic factors in gait adaptation, shedding light on fundamental mechanisms underlying human locomotion.

双足行走时的步态适应使人们能够调整行走模式,以保持平衡、避开障碍物和避免受伤。适应涉及复杂的过程,其功能是保持稳定和减少能量消耗。然而,在适应期的不同阶段,影响行走模式的过程仍有待研究。我们招募了 17 名 19-35 岁的年轻人来评估分带适应性。我们还评估了个人的有氧能力,以了解有氧能力如何影响适应性。我们分析了步长、步长不对称性(SLA)、内外侧稳定幅度、正、负和净机械功率以及适应期间的新陈代谢率。我们使用双速率指数混合效应回归来估算每项指标在两个时间尺度上的适应性。我们的结果表明,内外侧稳定性在单个时间尺度上的适应时间不到 1 分钟,而机械功率、新陈代谢率、步长和步长不对称在两个不同的时间尺度上的适应时间从 3.5 分钟到 11.2 分钟不等。然后,我们对早期和晚期适应阶段步长不对称的稳定性中外侧边缘、净机械功耗和代谢率进行回归,以确定稳定性是否驱动早期适应,而能量成本是否驱动晚期适应。稳定性预测了适应初期快速开始阶段的 SLA,而机械功耗预测了适应后期的 SLA。这些研究结果表明,稳定性优化可能有助于早期步态变化,而机械功则有助于后期适应过程中的变化。最后一项子分析评估了有氧能力对步长不对称适应的影响。有氧能力水平低于 36 毫升/千克/分钟和高于 43 毫升/千克/分钟会导致更大的适应性,这强调了新陈代谢对步态适应性的影响。这项研究揭示了步态适应中生物力学和代谢因素之间复杂的相互作用,阐明了人类运动的基本机制。
{"title":"The dual timescales of gait adaptation: initial stability adjustments followed by subsequent energetic cost adjustments.","authors":"Sarah A Brinkerhoff, Natalia Sánchez, Meral N Culver, William M Murrah, Austin T Robinson, J Danielle McCullough, Matthew W Miller, Jaimie A Roper","doi":"10.1242/jeb.249217","DOIUrl":"10.1242/jeb.249217","url":null,"abstract":"<p><p>Gait adaptation during bipedal walking allows people to adjust their walking patterns to maintain balance, avoid obstacles and avoid injury. Adaptation involves complex processes that function to maintain stability and reduce energy expenditure. However, the processes that influence walking patterns during different points in the adaptation period remain to be investigated. We assessed split-belt adaptation in 17 young adults aged 19-35. We also assessed individual aerobic capacity to understand how aerobic capacity influences adaptation. We analyzed step lengths, step length asymmetry (SLA), mediolateral margins of stability, positive, negative and net mechanical work rates, as well as metabolic rate during adaptation. Dual-rate exponential mixed-effects regressions estimated the adaptation of each measure over two timescales; results indicate that mediolateral stability adapts over a single timescale in under 1 min, whereas mechanical work rates, metabolic rate, step lengths and SLA adapt over two distinct timescales (3.5-11.2 min). We then regressed mediolateral margins of stability, net mechanical work rate and metabolic rate on SLA during early and late adaptation phases to determine whether stability drives early adaptation and energetic cost drives late adaptation. Stability predicted SLA during the initial rapid onset of adaptation, and mechanical work rate predicted SLA during the latter part of adaptation. Findings suggest that stability optimization may contribute to early gait changes and that mechanical work contributes to later changes during adaptation. A final sub-analysis showed that aerobic capacity levels <36 and >43 ml kg-1 min-1 resulted in greater SLA adaptation, underscoring the metabolic influences on gait adaptation. This study illuminates the complex interplay between biomechanical and metabolic factors in gait adaptation, shedding light on fundamental mechanisms underlying human locomotion.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467277","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Correction: Effects of hemodynamic load on cardiac remodeling in fish and mammals: the value of comparative models. 校正:血流动力学负荷对鱼类和哺乳动物心脏重构的影响:比较模型的价值。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-06 DOI: 10.1242/jeb.249924
Jared B Shaftoe, Todd E Gillis
{"title":"Correction: Effects of hemodynamic load on cardiac remodeling in fish and mammals: the value of comparative models.","authors":"Jared B Shaftoe, Todd E Gillis","doi":"10.1242/jeb.249924","DOIUrl":"10.1242/jeb.249924","url":null,"abstract":"","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":"227 23","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11658680/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142785914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cuticular hydrocarbons promote desiccation resistance by preventing transpiration in Drosophila melanogaster. 角质层碳氢化合物通过阻止黑腹蝇的蒸腾作用提高其抗干燥能力
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-11-28 DOI: 10.1242/jeb.247752
Kamar Nayal, Joshua J Krupp, Osama H M H Abdalla, Joel D Levine

Desiccation is a fundamental challenge confronted by all terrestrial organisms, particularly insects. With a relatively small body size and large surface-to-volume ratio, insects are susceptible to rapid evaporative water loss and dehydration. To counter these physical constraints, insects have acquired specialized adaptations, including a hydrophobic cuticle that acts as a physical barrier to transpiration. We previously reported that genetic ablation of the oenocytes - specialized cells required to produce cuticular hydrocarbons (HCs) - significantly reduced survivorship under desiccative conditions in the fruit fly, Drosophila melanogaster. Although increased transpiration - resulting from the loss of the oenocytes and HCs - was hypothesized to be responsible for the decrease in desiccation survival, this possibility was not directly tested. Here, we investigated the underlying physiological mechanisms contributing to the reduced survival of oenocyte-less (oe-) flies. Using flow-through respirometry, we show that oe- flies, regardless of sex, exhibited an increased rate of transpiration relative to wild-type controls, and that coating oe- flies with fly-derived HC extract restored the rate to near-wild-type levels. Importantly, total body water stores, including metabolic water reserves, as well as dehydration tolerance, measured as the percentage of total body water lost at the time of death, were largely unchanged in oe- flies. Together, our results directly demonstrate the critically important role played by the oenocytes and cuticular HCs to promote desiccation resistance.

干燥是所有陆生生物,尤其是昆虫面临的一个基本挑战。昆虫的体型相对较小,表面积与体积的比例较大,很容易受到快速蒸发失水和脱水的影响。为了应对这些物理限制,昆虫获得了专门的适应性,包括疏水性角质层,作为蒸腾的物理屏障。我们以前曾报道过,在干燥条件下,果蝇(Drosophila melanogaster)的存活率会显著降低。尽管有人推测蒸腾作用的增加--由于失去了卵母细胞和 HCs--是干燥存活率降低的原因,但这种可能性并未得到直接验证。在这里,我们研究了导致无卵母细胞(oe-)苍蝇存活率降低的潜在生理机制。通过流式呼吸测定法,我们发现与野生型对照组相比,无卵母细胞苍蝇(无论性别)的蒸腾速率都有所提高,给无卵母细胞苍蝇涂上苍蝇提取的 HC 提取物后,蒸腾速率恢复到接近野生型的水平。重要的是,包括代谢水储备在内的体内总蓄水量以及脱水耐受性(以死亡时体内总失水量的百分比来衡量)在黑蝇体内基本没有变化。总之,我们的研究结果直接证明了卵母细胞和角质层碳氢化合物在促进脱水抵抗力方面发挥着极其重要的作用。
{"title":"Cuticular hydrocarbons promote desiccation resistance by preventing transpiration in Drosophila melanogaster.","authors":"Kamar Nayal, Joshua J Krupp, Osama H M H Abdalla, Joel D Levine","doi":"10.1242/jeb.247752","DOIUrl":"10.1242/jeb.247752","url":null,"abstract":"<p><p>Desiccation is a fundamental challenge confronted by all terrestrial organisms, particularly insects. With a relatively small body size and large surface-to-volume ratio, insects are susceptible to rapid evaporative water loss and dehydration. To counter these physical constraints, insects have acquired specialized adaptations, including a hydrophobic cuticle that acts as a physical barrier to transpiration. We previously reported that genetic ablation of the oenocytes - specialized cells required to produce cuticular hydrocarbons (HCs) - significantly reduced survivorship under desiccative conditions in the fruit fly, Drosophila melanogaster. Although increased transpiration - resulting from the loss of the oenocytes and HCs - was hypothesized to be responsible for the decrease in desiccation survival, this possibility was not directly tested. Here, we investigated the underlying physiological mechanisms contributing to the reduced survival of oenocyte-less (oe-) flies. Using flow-through respirometry, we show that oe- flies, regardless of sex, exhibited an increased rate of transpiration relative to wild-type controls, and that coating oe- flies with fly-derived HC extract restored the rate to near-wild-type levels. Importantly, total body water stores, including metabolic water reserves, as well as dehydration tolerance, measured as the percentage of total body water lost at the time of death, were largely unchanged in oe- flies. Together, our results directly demonstrate the critically important role played by the oenocytes and cuticular HCs to promote desiccation resistance.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11634026/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501705","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of altered contractile environment on muscle shape change in the human triceps surae. 改变收缩环境对肱三头肌肌肉形状变化的影响
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-02 DOI: 10.1242/jeb.248118
Nicole Y Kelp, Kylie Tucker, François Hug, Taylor J M Dick

Skeletal muscles change shape when they contract. Current insights into the effects of shape change on muscle function have primarily come from experiments on isolated muscles operating at maximal activation levels. However, when muscles contract and change shape, the forces they apply onto surrounding muscles will also change. The impact of an altered contractile environment (i.e. mechanical behaviour of surrounding muscle) on muscle shape change remains unknown. To address this, we altered the mechanical contributions of the human gastrocnemii during isometric plantarflexion contractions [via changing knee angle] and determined if there were associated changes in how the muscles of the triceps surae bulged in thickness during a ramped contraction. We combined B-mode ultrasound imaging with surface electromyography to quantify the neuromechanical contributions of the medial gastrocnemius (MG), lateral gastrocnemius (MG) and soleus (SOL) muscles during isometric plantarflexion contractions. Our results demonstrate that at the same SOL activity levels, altering knee angle had no influence on the magnitude of muscle shape change (thickness) in the triceps surae muscles. We observed high levels of inter-individual variability in muscle bulging patterns, particularly in the knee flexed position, suggesting a complex relationship between muscle bulging and activation strategies in the triceps surae, which may be related to differences in muscle mechanical properties between participants or across muscles. Our findings highlight the dynamics of in vivo bulging interactions among muscles within the triceps surae and provide insights for future investigations into the impact of altered contractile environments on three-dimensional muscle deformations and force production.

骨骼肌在收缩时会改变形状。目前,有关形状变化对肌肉功能影响的研究主要来自以最大激活水平运行的孤立肌肉为对象的实验。然而,当肌肉收缩并改变形状时,它们施加到周围肌肉上的力也会发生变化。改变收缩环境(即周围肌肉的机械行为)对肌肉形状变化的影响仍然未知。为了解决这个问题,我们[通过改变膝关节角度]改变了等长跖屈收缩时胃网膜的机械贡献,并确定了在斜坡收缩过程中,肱三头肌的厚度隆起是否会发生相关变化。我们将 B 型超声波成像与表面肌电图相结合,量化了腓肠肌内侧(MG)、外侧(MG)和比目鱼肌(SOL)在等长跖屈收缩时的神经机械贡献。我们的结果表明,在相同的比目鱼肌活动水平下,改变膝关节角度不会影响肱三头肌肌肉形状变化(厚度)的幅度。我们观察到肌肉隆起模式的个体间差异很大,尤其是在屈膝位置,这表明肱三头肌的肌肉隆起和激活策略之间存在复杂的关系,这可能与参与者之间或不同肌肉之间的肌肉机械特性差异有关。我们的研究结果突显了肱三头肌内肌肉之间在体内隆起相互作用的动态变化,并为今后研究改变收缩环境对三维肌肉变形和力量产生的影响提供了启示。
{"title":"Effects of altered contractile environment on muscle shape change in the human triceps surae.","authors":"Nicole Y Kelp, Kylie Tucker, François Hug, Taylor J M Dick","doi":"10.1242/jeb.248118","DOIUrl":"10.1242/jeb.248118","url":null,"abstract":"<p><p>Skeletal muscles change shape when they contract. Current insights into the effects of shape change on muscle function have primarily come from experiments on isolated muscles operating at maximal activation levels. However, when muscles contract and change shape, the forces they apply onto surrounding muscles will also change. The impact of an altered contractile environment (i.e. mechanical behaviour of surrounding muscle) on muscle shape change remains unknown. To address this, we altered the mechanical contributions of the human gastrocnemii during isometric plantarflexion contractions [via changing knee angle] and determined if there were associated changes in how the muscles of the triceps surae bulged in thickness during a ramped contraction. We combined B-mode ultrasound imaging with surface electromyography to quantify the neuromechanical contributions of the medial gastrocnemius (MG), lateral gastrocnemius (MG) and soleus (SOL) muscles during isometric plantarflexion contractions. Our results demonstrate that at the same SOL activity levels, altering knee angle had no influence on the magnitude of muscle shape change (thickness) in the triceps surae muscles. We observed high levels of inter-individual variability in muscle bulging patterns, particularly in the knee flexed position, suggesting a complex relationship between muscle bulging and activation strategies in the triceps surae, which may be related to differences in muscle mechanical properties between participants or across muscles. Our findings highlight the dynamics of in vivo bulging interactions among muscles within the triceps surae and provide insights for future investigations into the impact of altered contractile environments on three-dimensional muscle deformations and force production.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11658685/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467266","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Swimming kinematics of rainbow trout behind a 3×5 cylinder array: a computationally driven experimental approach to understanding fish locomotion. 游泳运动学的虹鳟鱼背后3×5圆柱阵列:一个计算驱动的实验方法来理解鱼的运动。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-05 DOI: 10.1242/jeb.247873
David Sparks, Edwin Rajeev, Subhra Shankha Koley, Alberto Canestrelli, James C Liao

Fish in the wild often contend with complex flows that are produced by natural and artificial structures. Research into fish interactions with turbulence often investigates metrics such as turbulent kinetic energy (TKE) or fish positional location, with less focus on the specific interactions between vortex organization and body swimming kinematics. Here, we compared the swimming kinematics of rainbow trout (Oncorhynchus mykiss) holding station in flows produced by two different 3×5 cylinder arrays. We systematically utilized computational fluid dynamics to identify one array that produced a Kármán vortex street with high vortex periodicity (KVS array) and another that produced low periodicity, similar to a parallel vortex street (PVS array), both validated with particle image velocimetry. The only difference in swimming kinematics between cylinder arrays was an increased tail beat amplitude in the KVS array. In both cylinder arrays, the tail beat frequency decreased and snout amplitude increased compared with the freestream. The center of mass amplitude was greater in the PVS array than in only the freestream, however, suggesting some buffeting of the body by the fluid. Notably, we did not observe Kármán gaiting in the KVS array as in previous studies. We hypothesize that this is because (1) vorticity was dissipated in the region where fish held station or (2) vortices were in-line rather than staggered. These results are the first to quantify the kinematics and behavior of fishes swimming in the wake of multiple cylinder arrays, which has important implications for biomechanics, fluid dynamics and fisheries management.

野外的鱼类经常要应付由自然和人工结构产生的复杂水流。对鱼类与湍流相互作用的研究通常考察湍流动能(TKE)或鱼类位置等指标,而较少关注漩涡组织与身体游泳运动学之间的具体相互作用。在这里,我们比较了虹鳟鱼(Oncorhynchus mykiss)持有站在两种不同3×5圆柱体阵列产生的流动中的游泳运动学。我们系统地利用计算流体动力学来识别一种产生高周期性Kármán涡街的阵列(KVS阵列)和另一种产生低周期性的阵列,类似于平行涡街(PVS阵列),两者都通过粒子图像测速验证。唯一不同的游泳运动学之间的圆柱阵列是增加尾拍幅度在KVS阵列。与自由流相比,两种圆柱阵列的尾拍频率均有所降低,吻部幅值有所增加。然而,在PVS阵列中,质心振幅比在自由流中更大,这表明流体对身体有一定的抖振。值得注意的是,我们没有像以前的研究那样在KVS阵列中观察到Kármán步态。我们假设这是因为(1)涡度在鱼类停留的区域消散,或者(2)涡是直线的而不是交错的。这些结果首次量化了鱼类在多圆柱体阵列尾迹中游动的运动学和行为,这对生物力学、流体动力学和渔业管理具有重要意义。
{"title":"Swimming kinematics of rainbow trout behind a 3×5 cylinder array: a computationally driven experimental approach to understanding fish locomotion.","authors":"David Sparks, Edwin Rajeev, Subhra Shankha Koley, Alberto Canestrelli, James C Liao","doi":"10.1242/jeb.247873","DOIUrl":"10.1242/jeb.247873","url":null,"abstract":"<p><p>Fish in the wild often contend with complex flows that are produced by natural and artificial structures. Research into fish interactions with turbulence often investigates metrics such as turbulent kinetic energy (TKE) or fish positional location, with less focus on the specific interactions between vortex organization and body swimming kinematics. Here, we compared the swimming kinematics of rainbow trout (Oncorhynchus mykiss) holding station in flows produced by two different 3×5 cylinder arrays. We systematically utilized computational fluid dynamics to identify one array that produced a Kármán vortex street with high vortex periodicity (KVS array) and another that produced low periodicity, similar to a parallel vortex street (PVS array), both validated with particle image velocimetry. The only difference in swimming kinematics between cylinder arrays was an increased tail beat amplitude in the KVS array. In both cylinder arrays, the tail beat frequency decreased and snout amplitude increased compared with the freestream. The center of mass amplitude was greater in the PVS array than in only the freestream, however, suggesting some buffeting of the body by the fluid. Notably, we did not observe Kármán gaiting in the KVS array as in previous studies. We hypothesize that this is because (1) vorticity was dissipated in the region where fish held station or (2) vortices were in-line rather than staggered. These results are the first to quantify the kinematics and behavior of fishes swimming in the wake of multiple cylinder arrays, which has important implications for biomechanics, fluid dynamics and fisheries management.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":"227 23","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11658682/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142780223","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Gut microbiota are involved in leptin-induced thermoregulation in the Mongolian gerbil (Meriones unguiculatus). 肠道微生物群参与了瘦素诱导的蒙古沙鼠体温调节。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-03 DOI: 10.1242/jeb.249264
Liqiu Tang, Jinzhen Lv, Xueying Zhang, Chen-Zhu Wang, Dehua Wang

Leptin is a hormone that is secreted by adipocytes and may promote energy expenditure by increasing thermogenesis. Our previous studies have shown that thermo-transient receptor potentials (thermo-TRPs) and gut microbiota are associated with thermoregulation in Mongolian gerbils, which are characterized by relative high serum leptin concentrations. Here, we tested whether leptin can stimulate non-shivering thermogenesis (NST) in Mongolian gerbils, and whether thermo-TRPs and gut microbiota are involved in leptin-induced thermogenesis. First, gerbils were given acute leptin treatment (ALT) with different doses. Results showed that ALT significantly increased the body temperature of gerbils and changed the composition of gut microbiota. Moreover, ALT groups showed a trend towards increased expression of uncoupling protein 1 (UCP1) in brown adipose tissue (BAT). Then, we investigated the effect of chronic leptin treatment (CLT) on gerbils. Surprisingly, CLT did not affect gerbils' food intake and body mass, but it significantly increased the body temperature at the end. Further, CLT did not affect the expression of thermogenic markers in BAT, white adipose tissue (WAT) or skeletal muscle. However, CLT increased the expression of leptin receptors and TRPV2 in the small intestine and affected the composition of gut microbiota. Together, our data suggest leptin may increase body temperature by regulating gut microbiota. In conclusion, serum hyperleptin in Mongolian gerbils is beneficial for adapting to cold environments, and TRPV2 and gut microbiota are involved.

瘦素是一种由脂肪细胞分泌的激素,可通过增加产热促进能量消耗。我们之前的研究表明,蒙古沙鼠的血清瘦素浓度相对较高,而热瞬态受体电位(thermo-TRPs)和肠道微生物群与蒙古沙鼠的体温调节有关。在此,我们测试了瘦素是否能刺激蒙古沙鼠的非颤抖性产热(NST),以及热TRPs和肠道微生物群是否参与了瘦素诱导的产热。首先,给沙鼠注射不同剂量的急性瘦素(ALT)。结果表明,ALT能明显提高沙鼠的体温,并改变肠道微生物群的组成。此外,ALT组棕色脂肪组织(BAT)中解偶联蛋白1(UCP1)的表达呈上升趋势。然后,我们研究了慢性瘦素治疗(CLT)对沙鼠的影响。出乎意料的是,慢性瘦素治疗并不影响沙鼠的进食量和体重,但在治疗结束时会显著升高体温。此外,CLT 不影响 BAT、白脂肪组织(WAT)和骨骼肌中生热标记物的表达。然而,CLT 增加了小肠中瘦素受体和 TRPV2 的表达,并影响了肠道微生物群的组成。这些数据表明,瘦素可通过调节肠道微生物群来提高体温。总之,血清瘦素过高的蒙古沙鼠有利于适应寒冷的生活环境,TRPV2和肠道微生物群参与其中。
{"title":"Gut microbiota are involved in leptin-induced thermoregulation in the Mongolian gerbil (Meriones unguiculatus).","authors":"Liqiu Tang, Jinzhen Lv, Xueying Zhang, Chen-Zhu Wang, Dehua Wang","doi":"10.1242/jeb.249264","DOIUrl":"10.1242/jeb.249264","url":null,"abstract":"<p><p>Leptin is a hormone that is secreted by adipocytes and may promote energy expenditure by increasing thermogenesis. Our previous studies have shown that thermo-transient receptor potentials (thermo-TRPs) and gut microbiota are associated with thermoregulation in Mongolian gerbils, which are characterized by relative high serum leptin concentrations. Here, we tested whether leptin can stimulate non-shivering thermogenesis (NST) in Mongolian gerbils, and whether thermo-TRPs and gut microbiota are involved in leptin-induced thermogenesis. First, gerbils were given acute leptin treatment (ALT) with different doses. Results showed that ALT significantly increased the body temperature of gerbils and changed the composition of gut microbiota. Moreover, ALT groups showed a trend towards increased expression of uncoupling protein 1 (UCP1) in brown adipose tissue (BAT). Then, we investigated the effect of chronic leptin treatment (CLT) on gerbils. Surprisingly, CLT did not affect gerbils' food intake and body mass, but it significantly increased the body temperature at the end. Further, CLT did not affect the expression of thermogenic markers in BAT, white adipose tissue (WAT) or skeletal muscle. However, CLT increased the expression of leptin receptors and TRPV2 in the small intestine and affected the composition of gut microbiota. Together, our data suggest leptin may increase body temperature by regulating gut microbiota. In conclusion, serum hyperleptin in Mongolian gerbils is beneficial for adapting to cold environments, and TRPV2 and gut microbiota are involved.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The mayfly Neocloeon triangulifer senses decreasing oxygen availability (PO2) and responds by reducing ion uptake and altering gene expression. 蜉蝣 Neocloeon triangulifer 能感知氧气供应量(PO2)的减少,并通过减少离子吸收和改变基因表达做出反应。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-11-28 DOI: 10.1242/jeb.247916
Jamie K Cochran, David B Buchwalter

Oxygen availability is central to the energetic budget of aquatic animals and may vary naturally and/or in response to anthropogenic activities. Yet, we know little about how oxygen availability is linked to fundamental processes such as ion transport in aquatic insects. We hypothesized and observed that ion (22Na and 35SO4) uptake would be significantly decreased at O2 partial pressures below the mean critical level (Pcrit, 5.4 kPa) where metabolic rate (ṀO2) is compromised and ATP production is limited. However, we were surprised to observe marked reductions in ion uptake at oxygen partial pressures well above Pcrit, where ṀO2 was stable. For example, SO4 uptake decreased by 51% at 11.7 kPa and 82% at Pcrit (5.4 kPa) while Na uptake decreased by 19% at 11.7 kPa and 60% at Pcrit. Nymphs held for longer time periods at reduced PO2 exhibited stronger reductions in ion uptake rates. Fluids from whole-body homogenates exhibited a 29% decrease in osmolality in the most hypoxic condition. The differential expression of atypical guanylate cyclase (gcy-88e) in response to changing PO2 conditions provides evidence for its potential role as an oxygen sensor. Several ion transport genes (e.g. chloride channel and sodium-potassium ATPase) and hypoxia-associated genes (e.g. ldh and egl-9) were also impacted by decreased oxygen availability. Together, the results of our work suggest that N. triangulifer can sense decreased oxygen availability and perhaps conserves energy accordingly, even when ṀO2 is not impacted.

氧气供应是水生动物能量预算的核心,可能会自然变化和/或因人为活动而变化。然而,我们对氧气供应如何与水生昆虫的离子转运等基本过程相关联知之甚少。我们假设并观察到,当氧气分压低于平均 Pcrit(5.4 kPa)时,离子(22Na 和 35SO4)的吸收将显著减少,在这种情况下,新陈代谢率(MO2)会受到影响,ATP 的产生也会受到限制。然而,我们惊讶地发现,在氧分压远高于平均氧分压的情况下,离子吸收量明显减少,而此时 MO2 保持稳定。例如,在 11.7kPa 氧分压下,SO4 的吸收量减少了 51%,而在 5.4kPa 氧分压下则减少了 82%;在 11.7kPa 氧分压下,Na 的吸收量减少了 19%,而在 5.4kPa 氧分压下则减少了 60%。在降低的 PO2 条件下长时间保持的蛹表现出更强的离子吸收率下降。在最缺氧的条件下,来自全身匀浆的液体的渗透压降低了 29%。非典型鸟苷酸环化酶(gcy-88e)在 PO2 变化条件下的不同表达为其作为氧传感器的潜在作用提供了证据。一些离子转运基因(如氯离子通道和钠-钾 ATP 酶)和缺氧相关基因(如 ldh 和 egl-9)也受到氧气供应减少的影响。总之,我们的研究结果表明,三角帆藻能感知氧气供应的减少,即使在 MO2 不受影响的情况下,也能相应地保存能量。
{"title":"The mayfly Neocloeon triangulifer senses decreasing oxygen availability (PO2) and responds by reducing ion uptake and altering gene expression.","authors":"Jamie K Cochran, David B Buchwalter","doi":"10.1242/jeb.247916","DOIUrl":"10.1242/jeb.247916","url":null,"abstract":"<p><p>Oxygen availability is central to the energetic budget of aquatic animals and may vary naturally and/or in response to anthropogenic activities. Yet, we know little about how oxygen availability is linked to fundamental processes such as ion transport in aquatic insects. We hypothesized and observed that ion (22Na and 35SO4) uptake would be significantly decreased at O2 partial pressures below the mean critical level (Pcrit, 5.4 kPa) where metabolic rate (ṀO2) is compromised and ATP production is limited. However, we were surprised to observe marked reductions in ion uptake at oxygen partial pressures well above Pcrit, where ṀO2 was stable. For example, SO4 uptake decreased by 51% at 11.7 kPa and 82% at Pcrit (5.4 kPa) while Na uptake decreased by 19% at 11.7 kPa and 60% at Pcrit. Nymphs held for longer time periods at reduced PO2 exhibited stronger reductions in ion uptake rates. Fluids from whole-body homogenates exhibited a 29% decrease in osmolality in the most hypoxic condition. The differential expression of atypical guanylate cyclase (gcy-88e) in response to changing PO2 conditions provides evidence for its potential role as an oxygen sensor. Several ion transport genes (e.g. chloride channel and sodium-potassium ATPase) and hypoxia-associated genes (e.g. ldh and egl-9) were also impacted by decreased oxygen availability. Together, the results of our work suggest that N. triangulifer can sense decreased oxygen availability and perhaps conserves energy accordingly, even when ṀO2 is not impacted.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11634025/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142467278","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Directional web strikes are performed by ray spiders in response to airborne prey vibrations. 定向网攻击是射线蜘蛛对空中猎物振动的反应。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-04 DOI: 10.1242/jeb.249237
Sarah I Han, Todd A Blackledge

Most orb-weaving spiders use static webs that deform only after flying prey hit the webs. However, ray spiders (Theridiosoma gemmosum) pull orb webs into cones that are loaded with enough elastic energy to snap back like slingshots at accelerations of up to 504 m s-2 once released. We test the hypothesis that ray spiders sense vibrations from flying insects to release their webs and capture prey in mid-flight. We show that spiders release webs in response to live tethered mosquitoes that are not touching silk. Web release is most likely when mosquitoes are in front of the web and within the 'capture cone' where the capture spiral moves directly into the insects' flight. In summary, ray spiders use airborne stimuli to determine both the direction and distance of flying prey. Perception of airborne cues from flying insects may be an under-appreciated source of information for other web-building spider species about the approach, size and/or behaviors of insects prior to contact with webs.

大多数圆织蜘蛛使用静态网,只有在飞行的猎物击中网后才会变形。然而,射线蜘蛛(Theridiosoma gemmosum)会把球网拉成锥状,这些锥状蛛网承载着足够的弹性能量,一旦释放,就能像弹弓一样以高达504米/秒的加速度弹回来。我们对射线蜘蛛的假设进行了验证,射线蜘蛛可以感知飞行昆虫的振动,从而在飞行中释放蛛网并捕获猎物。我们的研究表明,蜘蛛释放蛛网是对被拴住的蚊子的反应,这些蚊子没有接触到蛛丝。当蚊子在蛛网前和“捕获锥”内时,蛛网释放的可能性最大,在“捕获锥”内,捕获螺旋直接移动到昆虫的飞行中。总之,射线蜘蛛利用空气中的刺激来确定飞行猎物的方向和距离。对于其他造网的蜘蛛来说,从飞虫身上获得的空中线索的感知可能是一个被低估的信息来源,关于昆虫在接触蛛网之前的方式、大小和/或行为。
{"title":"Directional web strikes are performed by ray spiders in response to airborne prey vibrations.","authors":"Sarah I Han, Todd A Blackledge","doi":"10.1242/jeb.249237","DOIUrl":"https://doi.org/10.1242/jeb.249237","url":null,"abstract":"<p><p>Most orb-weaving spiders use static webs that deform only after flying prey hit the webs. However, ray spiders (Theridiosoma gemmosum) pull orb webs into cones that are loaded with enough elastic energy to snap back like slingshots at accelerations of up to 504 m s-2 once released. We test the hypothesis that ray spiders sense vibrations from flying insects to release their webs and capture prey in mid-flight. We show that spiders release webs in response to live tethered mosquitoes that are not touching silk. Web release is most likely when mosquitoes are in front of the web and within the 'capture cone' where the capture spiral moves directly into the insects' flight. In summary, ray spiders use airborne stimuli to determine both the direction and distance of flying prey. Perception of airborne cues from flying insects may be an under-appreciated source of information for other web-building spider species about the approach, size and/or behaviors of insects prior to contact with webs.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":"227 23","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142780219","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Climate change and polar marine invertebrates: life-history responses in a warmer, high CO2 world. 气候变化和极地海洋无脊椎动物:在一个更温暖、二氧化碳含量更高的世界里的生命史反应。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-11 DOI: 10.1242/jeb.245765
Maria Byrne, Miles D Lamare

Polar marine invertebrates serve as bellwethers for species vulnerabilities in the face of changing climate at high latitudes of the Earth. Ocean acidification, warming/heatwaves, freshening, sea ice retreat and productivity change are challenges for polar species. Adaptations to life in cold water with intensely seasonal productivity has shaped species traits at both poles. Polar species have life histories often characterised as K-strategist or K-selected (e.g. slow growth and development, larval hypometabolism) that make them sensitive to climate stress and altered seasonal productivity. Moderate warming results in faster development and can have positive effects on development, up to a limit. However, ocean acidification can retard development, impair skeletogenesis and result in smaller larvae. Given the fast pace of warming, data on the thermal tolerance of larvae from diverse species is urgently needed, as well as knowledge of adaptive responses to ocean acidification and changes to sea ice and productivity. Predicted productivity increase would benefit energy-limited reproduction and development, while sea ice loss negatively impacts species with reproduction that directly or indirectly depend on this habitat. It is critical to understand the interactive effects between warming, acidification and other stressors. Polar specialists cannot migrate, making them susceptible to competition and extinction from range-extending subpolar species. The borealisation and australisation of Arctic and Antarctic ecosystems, respectively, is underway as these regions become more hospitable for the larval and adult life-history stages of lower-latitude species. Differences in biogeography and pace of change point to different prospects for Arctic and Antarctic communities. In this Commentary, we hypothesise outcomes for polar species based on life history traits and sensitivity to climate change and suggest research avenues to test our predictions.

极地海洋无脊椎动物是地球高纬度地区面对气候变化时物种脆弱性的风向标。海洋酸化、变暖/热浪、变冷、海冰退缩和生产力变化是极地物种面临的挑战。对冷水生活和强烈季节性生产力的适应塑造了两极的物种特征。极地物种的生活史通常以k -战略型或k -选择性为特征(如生长发育缓慢,幼虫代谢低下),这使它们对气候压力和季节性生产力的变化敏感。适度的变暖会导致更快的发展,并在一定程度上对发展产生积极影响。然而,海洋酸化会阻碍发育,损害骨骼形成,导致幼体变小。鉴于气候变暖的速度很快,迫切需要不同物种的幼虫的耐热性数据,以及对海洋酸化和海冰和生产力变化的适应性反应的知识。预计生产力的提高将有利于能源有限的繁殖和发展,而海冰的减少对直接或间接依赖于这一栖息地的物种的繁殖产生负面影响。了解变暖、酸化和其他压力因素之间的相互作用是至关重要的。极地专才无法迁徙,这使得它们很容易受到来自扩展活动范围的亚极地物种的竞争和灭绝。北极和南极生态系统的北方化和澳大利亚化正在分别进行,因为这些地区变得更适合低纬度物种的幼虫和成年生命历史阶段。生物地理和变化速度的差异表明北极和南极群落的前景不同。在这篇评论中,我们基于生活史特征和对气候变化的敏感性对极地物种的结果进行了假设,并提出了验证我们预测的研究途径。
{"title":"Climate change and polar marine invertebrates: life-history responses in a warmer, high CO2 world.","authors":"Maria Byrne, Miles D Lamare","doi":"10.1242/jeb.245765","DOIUrl":"https://doi.org/10.1242/jeb.245765","url":null,"abstract":"<p><p>Polar marine invertebrates serve as bellwethers for species vulnerabilities in the face of changing climate at high latitudes of the Earth. Ocean acidification, warming/heatwaves, freshening, sea ice retreat and productivity change are challenges for polar species. Adaptations to life in cold water with intensely seasonal productivity has shaped species traits at both poles. Polar species have life histories often characterised as K-strategist or K-selected (e.g. slow growth and development, larval hypometabolism) that make them sensitive to climate stress and altered seasonal productivity. Moderate warming results in faster development and can have positive effects on development, up to a limit. However, ocean acidification can retard development, impair skeletogenesis and result in smaller larvae. Given the fast pace of warming, data on the thermal tolerance of larvae from diverse species is urgently needed, as well as knowledge of adaptive responses to ocean acidification and changes to sea ice and productivity. Predicted productivity increase would benefit energy-limited reproduction and development, while sea ice loss negatively impacts species with reproduction that directly or indirectly depend on this habitat. It is critical to understand the interactive effects between warming, acidification and other stressors. Polar specialists cannot migrate, making them susceptible to competition and extinction from range-extending subpolar species. The borealisation and australisation of Arctic and Antarctic ecosystems, respectively, is underway as these regions become more hospitable for the larval and adult life-history stages of lower-latitude species. Differences in biogeography and pace of change point to different prospects for Arctic and Antarctic communities. In this Commentary, we hypothesise outcomes for polar species based on life history traits and sensitivity to climate change and suggest research avenues to test our predictions.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":"227 23","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142807111","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Innovative use of depth data to estimate energy intake and expenditure in Adélie penguins. 利用深度数据估算阿德利企鹅能量摄入和消耗的创新方法。
IF 2.8 2区 生物学 Q2 BIOLOGY Pub Date : 2024-12-01 Epub Date: 2024-12-04 DOI: 10.1242/jeb.249201
Benjamin Dupuis, Akiko Kato, Olivia Hicks, Danuta M Wisniewska, Coline Marciau, Frederic Angelier, Yan Ropert-Coudert, Marianna Chimienti

Energy governs species' life histories and pace of living, requiring individuals to make trade-offs. However, measuring energetic parameters in the wild is challenging, often resulting in data collected from heterogeneous sources. This complicates comprehensive analysis and hampers transferability within and across case studies. We present a novel framework, combining information obtained from eco-physiology and biologging techniques, to estimate both energy expenditure and intake in 48 Adélie penguins (Pygoscelis adeliae) during the chick-rearing stage. We employed the machine learning algorithm random forest (RF) to predict accelerometry-derived metrics for feeding behaviour using depth data (our proxy for energy acquisition). We also built a time-activity model calibrated with doubly labelled water data to estimate energy expenditure. Using depth-derived time spent diving and amount of vertical movement in the sub-surface phase, we accurately predicted energy expenditure. Movement metrics derived from the RF algorithm deployed on depth data were able to accurately detect the same feeding behaviour predicted from accelerometry. The RF predicted accelerometry-estimated time spent feeding more accurately compared with historical proxies such as number of undulations or dive bottom duration. The proposed framework is accurate, reliable and simple to implement on data from biologging technology widely used on marine species. It enables coupling energy intake and expenditure, which is crucial to further assess individual trade-offs. Our work allows us to revisit historical data, to study how long-term environmental changes affect animal energetics.

能量决定着物种的生活史和生活节奏,需要个体做出权衡。然而,在野外测量能量参数极具挑战性,往往导致数据收集来源不一。这使得综合分析变得复杂,并妨碍了案例研究内部和之间的可转移性。我们提出了一个新颖的框架,结合从生态生理学和生物测量技术中获得的信息,来估算 48 只阿德利企鹅(Pygoscelis adeliae)在育雏阶段消耗和获得的能量。我们采用机器学习算法随机森林(RF),利用深度数据(我们的能量获取替代指标)预测由加速度计得出的进食行为指标。我们还建立了一个时间活动模型,利用双标记水数据进行校准,以估算能量消耗。利用深度数据得出的潜水时间和水下阶段的垂直运动量,我们可以准确预测能量消耗(R2=0.68,RMSE=344.67)。根据深度数据部署的射频算法得出的运动指标能够准确地(准确度=0.82)检测出与加速度计预测的相同的摄食行为。与起伏次数(R2=0.51)或潜底持续时间(R2=0.31)等历史代用指标相比,射频算法能更准确地预测加速度计估算的摄食时间(R2=0.81)。所提出的框架准确、可靠,且易于在广泛应用于海洋物种的生物记录技术数据上实施。它可以将能量摄入和消耗结合起来,这对进一步评估个体权衡至关重要。我们的工作使我们能够重新审视历史数据,研究长期环境变化如何影响动物的能量学。
{"title":"Innovative use of depth data to estimate energy intake and expenditure in Adélie penguins.","authors":"Benjamin Dupuis, Akiko Kato, Olivia Hicks, Danuta M Wisniewska, Coline Marciau, Frederic Angelier, Yan Ropert-Coudert, Marianna Chimienti","doi":"10.1242/jeb.249201","DOIUrl":"10.1242/jeb.249201","url":null,"abstract":"<p><p>Energy governs species' life histories and pace of living, requiring individuals to make trade-offs. However, measuring energetic parameters in the wild is challenging, often resulting in data collected from heterogeneous sources. This complicates comprehensive analysis and hampers transferability within and across case studies. We present a novel framework, combining information obtained from eco-physiology and biologging techniques, to estimate both energy expenditure and intake in 48 Adélie penguins (Pygoscelis adeliae) during the chick-rearing stage. We employed the machine learning algorithm random forest (RF) to predict accelerometry-derived metrics for feeding behaviour using depth data (our proxy for energy acquisition). We also built a time-activity model calibrated with doubly labelled water data to estimate energy expenditure. Using depth-derived time spent diving and amount of vertical movement in the sub-surface phase, we accurately predicted energy expenditure. Movement metrics derived from the RF algorithm deployed on depth data were able to accurately detect the same feeding behaviour predicted from accelerometry. The RF predicted accelerometry-estimated time spent feeding more accurately compared with historical proxies such as number of undulations or dive bottom duration. The proposed framework is accurate, reliable and simple to implement on data from biologging technology widely used on marine species. It enables coupling energy intake and expenditure, which is crucial to further assess individual trade-offs. Our work allows us to revisit historical data, to study how long-term environmental changes affect animal energetics.</p>","PeriodicalId":15786,"journal":{"name":"Journal of Experimental Biology","volume":" ","pages":""},"PeriodicalIF":2.8,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142501707","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Journal of Experimental Biology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1