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Barley vulnerability to climate change: perspectives for cultivation in South America 大麦对气候变化的脆弱性:南美洲的种植前景。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-11-05 DOI: 10.1007/s00484-024-02798-z
Lucas Eduardo de Oliveira Aparecido, Guilherme Botega Torsoni, Pedro Antonio Lorençone, João Antonio Lorençone, Glauco de Souza Rolim

Barley (Hordeum vulgare) is a globally significant cereal crop, widely used in both food production and brewing. However, it is particularly vulnerable to climate change, especially extreme temperature fluctuations, which can severely reduce yields. To address this challenge, a detailed climate zoning study was conducted to assess the suitability of barley production areas across South America, considering both current conditions and future climate scenarios from the Intergovernmental Panel on Climate Change (IPCC). The study utilized historical climate data along with projections from the CMIP6 IPSL-CM6A-LR model for the period 2021–2100. Several indices, such as evapotranspiration, were calculated, and factors like soil composition and topography were integrated into the classification of regions based on their agricultural potential. Critical variables in this assessment included temperature, precipitation, and water or thermal excess. The results showed that 6.59% of South America's territory is currently suitable for barley cultivation without additional irrigation, with these regions concentrated primarily in temperate southern areas. In contrast, 18.62% of the region is already unsuitable due to excessive heat. Projections under future climate scenarios indicate a shrinking of suitable areas, alongside an expansion of unsuitable regions. In the worst-case scenario, only 1.48% of the territory would remain viable for barley farming. These findings emphasize the crop's vulnerability to climate change, underscoring the urgency of developing agricultural adaptation strategies. The predicted contraction in suitable barley cultivation areas demonstrates the profound impact of climate change on agriculture and highlights the need for proactive measures to ensure sustainable barley production in South America.

大麦(Hordeum vulgare)是全球重要的谷类作物,广泛用于粮食生产和酿造。然而,大麦特别容易受到气候变化的影响,尤其是极端温度波动,这会严重降低产量。为应对这一挑战,我们开展了一项详细的气候分区研究,以评估南美洲大麦产区的适宜性,同时考虑到政府间气候变化专门委员会(IPCC)提出的当前条件和未来气候情景。研究利用了历史气候数据以及 CMIP6 IPSL-CM6A-LR 模型对 2021-2100 年期间的预测。研究计算了蒸散量等若干指数,并将土壤成分和地形等因素纳入基于农业潜力的地区分类。评估中的关键变量包括气温、降水和水或热量过剩。结果显示,目前南美洲有 6.59% 的地区适合种植大麦,无需额外灌溉,这些地区主要集中在温带南部地区。相比之下,该地区有 18.62% 的地区由于过度炎热已经不适合种植大麦。根据对未来气候情景的预测,适宜种植大麦的地区将会缩小,而不适宜种植大麦的地区则会扩大。在最坏的情况下,只有 1.48% 的地区仍适合种植大麦。这些发现凸显了大麦在气候变化面前的脆弱性,强调了制定农业适应战略的紧迫性。预计大麦适宜种植区的缩小表明了气候变化对农业的深远影响,并突出了采取积极措施确保南美洲大麦可持续生产的必要性。
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引用次数: 0
Greater moisture impacts on radial growth of Larix sibirica in the eastern Altay Mountains since the 1990s 自 20 世纪 90 年代以来,湿度对阿勒泰山脉东部西伯利亚红豆杉径向生长的影响越来越大。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-11-04 DOI: 10.1007/s00484-024-02795-2
Xiaoxia Gou, Tongwen Zhang, Shulong Yu, Huaming Shang, Ruibo Zhang, Li Qin, Kexiang Liu, Shengxia Jiang, Dong Guo, Yuting Fan, Ruxianguli Abudureheman, Heli Zhang

Against the background of climate warming and humidification, the so-called ‘divergence problem’ reduces the stability of tree rings in response to climate, and affects the reliability of tree-ring reconstruction. Investigation of the divergence problem is crucial to improve our understanding of the response patterns of trees to climate warming, and provide a scientific basis for accurate climate reconstruction. Based on tree-ring width data for Siberian larch (Larix sibirica Ledeb.) growing at low elevations in the eastern Altay Mountains, we analyzed the relationship between radial growth of trees and climatic factors in the context of abrupt climate change in this region. We calculated the proportional contribution of five climatic factors to the radial growth of trees, and discussed the response mechanism of radial growth of L. sibirica in combination with large-scale atmospheric circulation patterns. The radial growth of L. sibirica was mainly constrained by water availability. Before climate warming (1961–1990), the radial growth of L. sibirica was mainly limited by temperature in the previous June. After abrupt climate warming (1991–2020), there was a significant positive correlation between growth and soil moisture in the previous winter, suggesting that high temperatures in the following spring would limit tree radial growth if water availability was low. The attribution analysis results revealed that, before 1990, the proportional of relative contribution of temperature to radial growth of trees exceeded 60%. Since 1990, the proportional of relative contribution of water (precipitation and volumetric soil water) to growth of L. sibirica increased. This might reflect the combined effects of local climatic conditions and changes in large-scale atmospheric circulation.

在气候变暖和潮湿的背景下,所谓的 "发散问题 "降低了树木年轮对气候反应的稳定性,影响了树木年轮重建的可靠性。研究发散问题对于提高我们对树木对气候变暖的响应模式的理解,以及为准确的气候重建提供科学依据至关重要。基于生长在阿勒泰山脉东部低海拔地区的西伯利亚落叶松(Larix sibirica Ledeb.)的树环宽度数据,我们分析了该地区气候突变背景下树木径向生长与气候因素之间的关系。我们计算了五种气候因子对树木径向生长的贡献比例,并结合大尺度大气环流模式讨论了西伯利亚红豆杉径向生长的响应机制。西伯利亚红豆杉的径向生长主要受水分供应的制约。在气候变暖之前(1961-1990 年),L. sibirica 的径向生长主要受前 6 月温度的限制。气候骤然变暖后(1991-2020 年),树木的径向生长与前一年冬季的土壤湿度呈显著正相关,表明如果水分供应不足,次年春季的高温将限制树木的径向生长。归因分析结果显示,1990 年以前,温度对树木径向生长的相对贡献比例超过 60%。自 1990 年以来,水量(降水量和土壤容积水量)对西伯利亚红豆杉生长的相对贡献比例有所增加。这可能反映了当地气候条件和大尺度大气环流变化的综合影响。
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引用次数: 0
Correction to: Assessment of climatic and anthropogenic influences on vegetation dynamics in China: a consideration of climate time-lag and cumulative effects 更正:气候和人为因素对中国植被动态影响的评估:对气候时滞和累积效应的考虑。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-11-01 DOI: 10.1007/s00484-024-02803-5
Kai Jin, Yidong Wu, Fei Wang , Cuijin Li, Quanli Zong, Chunxia Liu
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引用次数: 0
Suitable temperature indicator for adverse health impacts in sub-tropical cities: a case study in Hong Kong from 2010-2019 亚热带城市不利健康影响的合适温度指标:2010-2019 年香港案例研究。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-10-30 DOI: 10.1007/s00484-024-02807-1
Janice Ying-en Ho, Yitong Guo, Ka Chun Chong, Pak Wai Chan, Chun Kit Ho, Hiu Fai Law, Ren Chao, Edward Yan Yung Ng, Kevin Lau

Heat-health warning systems and services are important preventive actions for extreme heat, however, global evidence differs on which temperature indicator is more informative for heat-health outcomes. We comprehensively assessed temperature predictors on their summer associations with adverse health impacts in a high-density subtropical city. Maximum, mean, and minimum temperatures were examined on their associations with non-cancer mortality and hospital admissions in Hong Kong during summer seasons 2010–2019 using Generalized Additive Models and Distributed Lag Non-linear Models. In summary, mean and minimum temperatures were identified as strong indicators for mortality, with a relative risk(RR) and 95% confidence interval(CI) of 1.037 (1.006–1.069) and 1.055 (1.019–1.092), respectively, at 95th percentile vs. optimal temperature. Additionally, minimum temperatures captured the effects of hospital admissions, RR1.009 (95%CI: 1.000- 1.018). In stratified analyses, significant associations were found for older adults, female sex, and respiratory-related outcomes. For comparison, there was no association between maximum temperature and health outcomes. With climate change and projected increase of night-time warming, the findings from this comprehensive assessment method are useful to strengthen heat prevention strategies and enhance heat-health warning systems. Other locations could refer to this comprehensive method to evaluate their heat risk, especially in highly urbanized environments and subtropical cities.

高温健康预警系统和服务是应对极端高温的重要预防措施,然而,对于哪种温度指标对高温健康结果更有参考价值,全球证据并不一致。我们在一个高密度亚热带城市全面评估了气温预测指标与夏季不良健康影响之间的关系。我们使用广义加性模型和分布滞后非线性模型,研究了 2010-2019 年夏季香港的最高气温、平均气温和最低气温与非癌症死亡率和入院率的关系。总之,平均气温和最低气温被确定为死亡率的有力指标,第95百分位数与最佳温度相比,相对风险(RR)和95%置信区间(CI)分别为1.037(1.006-1.069)和1.055(1.019-1.092)。此外,最低气温对入院治疗也有影响,RR1.009(95%CI:1.000- 1.018)。在分层分析中发现,老年人、女性和呼吸系统相关结果之间存在显著关联。相比之下,最高气温与健康结果之间没有关联。随着气候变化和预计夜间气温升高,这种综合评估方法的研究结果有助于加强防暑降温策略和强化高温健康预警系统。其他地方,尤其是高度城市化环境和亚热带城市,可以参考这种综合方法来评估其高温风险。
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引用次数: 0
Evaluating tree-ring proxies for representing the ecosystem productivity in India 评估代表印度生态系统生产力的树环代用指标。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-10-30 DOI: 10.1007/s00484-024-02799-y
Aharna Sarkar, Pinaki Das, Sandipan Mukherjee, Pramit Kumar Deb Burman, Supriyo Chakraborty

Terrestrial ecosystems are one of the major sinks of atmospheric CO2 and play a key role in climate change mitigation. Forest ecosystems offset nearly 25% of the global annual CO2 emissions, and a large part of this is stored in the aboveground woody biomass. Several studies have focused on understanding the carbon sequestration processes in forest ecosystems and their response to climate change using the eddy covariance (EC) technique and remotely sensed vegetation indices. However, very few of them address the linkage of tree-ring growth with the ecosystem-atmosphere carbon exchange, and nearly none have tested this linkage over a long-term (> 100 years) — limited by the short-term (< 50 years) availability of measured ecosystem carbon flux. Nevertheless, tree-ring indices can potentially act as proxies for ecosystem productivity. We utilise the Coupled Climate Carbon Cycle Model Intercomparison Project (C4MIP) model outputs for its 140-year-long simulated records of mean monthly gross primary productivity (GPP) and compare them with the tree-ring growth indices over the northwestern Himalayan region in India. In this study, we examine three coniferous tree species: Pinus roxburghii and Picea smithiana wall. Boiss and Cedrus deodara and find that the strength of the correlation between GPP and tree ring growth indices (RWI) varies among the species.

陆地生态系统是大气二氧化碳的主要吸收汇之一,在减缓气候变化方面发挥着关键作用。森林生态系统抵消了全球每年近 25% 的二氧化碳排放量,其中很大一部分储存在地上木质生物量中。一些研究利用涡度协方差(EC)技术和遥感植被指数,重点了解森林生态系统的碳封存过程及其对气候变化的响应。然而,其中很少有研究涉及树环生长与生态系统-大气碳交换的联系,几乎没有研究对这种联系进行长期(> 100 年)的测试--这受到短期(> 100 年)的限制。
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引用次数: 0
Proposing adjustments to heat safety thresholds for junior high and high school sports clubs in Japan. 建议调整日本初中和高中体育俱乐部的高温安全阈值。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-10-28 DOI: 10.1007/s00484-024-02812-4
Takahiro Oyama, Yasushi Honda, Minoru Fujii, Kenichi Nakajima, Yasuaki Hijioka

With higher temperatures expected in the future due to global climate change, addressing health risks such as heat illness is increasingly important. In Japan, thousands of heat illness cases occur annually during school sports club activities. The risk may vary by sport, location, and region, but how heat safety thresholds (HSTs) should be adjusted to provide effective guidelines remains uncertain. Thus, we conducted a case-crossover study using data of heat illness cases and wet-bulb globe temperature (WBGT) throughout Japan to evaluate the heat illness risk for the current HSTs and propose adjustments. A significant relationship was found between heat illness incidence and WBGT at the time of the incident, as well as the average WBGT one and two days prior. The risk significantly varies with factors such as club, region, location, year, month, and the average WBGT in summer. Therefore, we recommend lowering the current HSTs by one category (3 °C) in the following cases: (1) clubs at high risk (baseball, softball, soccer/futsal, tennis, track and field, kyudo, and other with sustained exercise or thick uniforms); (2) from April to June; (3) in cooler regions (Hokkaido, Tohoku, Hokuriku, or where the average WBGT in summer≦18℃); (4) for outdoor activities; (5) when heat rapidly increases without adequate heat acclimatization. These findings may inform educators, students, sports authorities, and policymakers in adjusting HSTs to reduce the incidence of heat illness, thereby ensuring safer environments for school sports activities.

随着全球气候变化导致未来气温升高,应对热病等健康风险变得越来越重要。在日本,每年在学校体育俱乐部活动中发生的热病病例数以千计。不同的运动项目、地点和地区可能存在不同的风险,但如何调整热安全阈值(HST)以提供有效的指导仍不确定。因此,我们利用日本全国的热病病例和湿球温度(WBGT)数据进行了一项病例交叉研究,以评估现行 HST 的热病风险并提出调整建议。研究发现,热病发病率与事发时的 WBGT 以及事发前一、两天的平均 WBGT 之间存在明显关系。风险因俱乐部、地区、地点、年份、月份和夏季平均 WBGT 等因素而明显不同。因此,我们建议在以下情况下将现行的 HST 降低一个等级(3 °C):(1) 高风险俱乐部(棒球、垒球、足球/五人制足球、网球、田径、武道及其他持续运动或穿着厚制服的俱乐部);(2) 4 月至 6 月;(3) 较凉爽地区(北海道、东北、北陆,或夏季平均 WBGT ≦18℃的地区);(4) 户外活动;(5) 热量迅速升高而未充分适应的情况。这些研究结果可为教育工作者、学生、体育管理部门和政策制定者提供信息,帮助他们调整高温津贴,降低热病发病率,从而确保学校体育活动环境更加安全。
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引用次数: 0
Mid infrared spectroscopy combined with chemometrics as tool to monitor the impact of heat stress and dietary interventions in lactating sows 中红外光谱与化学计量学相结合,作为监测热应激和日粮干预对哺乳母猪影响的工具。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-10-26 DOI: 10.1007/s00484-024-02792-5
M. Navarro, A. Coba, M. Muller, E. Roura, D. Cozzolino

Heat stress in hyper-prolific lactating sows is recognised as a factor reducing feed intake, milk production, and welfare, with significant losses in farm productivity. Individual capacities for body thermoregulation during environmental hyperthermia determine the adaptation of the animal during long and recurrent events. This study aimed to evaluate the ability of attenuated total reflectance (ATR) mid infrared (MIR) spectroscopy as a high-throughput method to identify markers of stress in plasma and milk collected from lactating sows under heat stress conditions fed with two levels of protein in the diet defined as low (16%) and standard (20%). The MIR spectra were analysed using linear discriminant analysis (LDA) and principal component analysis and validated using cross-validation. The results obtained indicated that MIR spectroscopy, in combination with chemometrics, was able to identify changes in the spectra associated with heat stress in wavenumbers corresponding with amide groups (proteins) (highest loadings observed in the regions between1065 and 1635 cm−1), lipids and unsaturated fatty acids (regions between 1746 and 3063 cm−1), lipo-polysaccharides (in 1247 cm−1) and carbohydrates (around the region1050 cm−1). These results also indicated that the information provided by these wavenumbers can be used as metabolic markers of the adaptation of the sows to hyperthermia. It was concluded that MIR spectroscopy is a rapid and inexpensive tool capable of detecting and evaluating the main biochemical changes of hyperthermia on lactating sows, facilitating the development of palliative management strategies such as dietary manipulations.

超高产泌乳母猪的热应激被认为是降低采食量、产奶量和福利的一个因素,会对农场生产率造成重大损失。环境高热时个体的体温调节能力决定了动物在长期和反复事件中的适应能力。本研究旨在评估衰减全反射(ATR)中红外(MIR)光谱作为一种高通量方法,在热应激条件下识别泌乳母猪血浆和牛奶中应激标记物的能力。利用线性判别分析(LDA)和主成分分析对近红外光谱进行了分析,并利用交叉验证进行了验证。结果表明,结合化学计量学,近红外光谱能够识别与热应力相关的光谱变化,其波长分别对应于酰胺基团(蛋白质)(在 1065 和 1635 cm-1 之间的区域观察到最高载荷)、脂类和不饱和脂肪酸(在 1746 和 3063 cm-1 之间的区域)、脂多糖(在 1247 cm-1 之间)和碳水化合物(在 1050 cm-1 附近的区域)。这些结果还表明,这些波长提供的信息可用作母猪适应高热的代谢标记。最后得出的结论是,近红外光谱是一种快速、廉价的工具,能够检测和评估哺乳母猪高热引起的主要生化变化,有助于制定缓解管理策略,如控制饮食。
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引用次数: 0
The interactive effect of extreme weather events and PM2.5 on respiratory health among the elderly: a case-crossover study in a high-altitude city. 极端天气事件和 PM2.5 对老年人呼吸系统健康的交互影响:一项在高海拔城市进行的个案交叉研究。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-10-25 DOI: 10.1007/s00484-024-02811-5
Zhenxu Ning, Yanjun Ma, Shuzhen He, Genshan Li, Ting Xiao, Chunguang Ma, Jing Wu

With climate change posing increasing threats and aging populations, understanding the complex relationship between extreme temperatures, PM2.5 pollution, and respiratory health among the elderly is crucial. While some research exists, there remains a significant gap in studying the combined effects of heat waves, cold spells, and PM2.5 on elderly respiratory health in high-altitude regions. We collected data from Xining (2016-2021), including respiratory disease outpatient visits, meteorological, and pollutant data. Employing a case-crossover design and conditional Poisson regression analysis, we investigated the individual and interactive impacts of heat wave, cold spell, and PM2.5 on outpatient visits for respiratory disease among the elderly. We used the relative excess odds due to interaction (REOI), proportion attributable to interaction (AP), and synergy index (S) as quantitative indicators of interaction. Our analysis revealed significant associations between heat wave, cold spell, PM2.5 exposure, and outpatient visits for respiratory disease among the elderly, with odds ratios of 1.10 (95%CI: 1.06, 1.15) and 1.16 (95%CI: 1.13, 1.20), respectively. Moreover, a synergistic effect between cold spell and PM2.5 was observed, particularly affecting vulnerable groups such as female and those aged ≥ 80. The combined exposure to cold spell and elevated PM2.5 levels was estimated to contribute to up to 0.18 (95%CI: 0.17, 0.27) of respiratory outpatient visits. This study underscores the need for urgent interventions, such as reducing PM2.5 exposure and enhancing extreme weather warning systems, to protect the respiratory health of the elderly, especially in high-altitude regions.

随着气候变化带来的威胁越来越大和人口老龄化,了解极端气温、PM2.5 污染和老年人呼吸健康之间的复杂关系至关重要。虽然已有一些研究,但在研究热浪、寒流和PM2.5对高海拔地区老年人呼吸健康的综合影响方面仍存在很大差距。我们收集了西宁(2016-2021 年)的数据,包括呼吸系统疾病门诊量、气象和污染物数据。我们采用病例交叉设计和条件泊松回归分析,研究了热浪、寒流和 PM2.5 对老年人呼吸道疾病门诊量的个体影响和交互影响。我们使用交互作用导致的相对超额几率(REOI)、交互作用导致的比例(AP)和协同作用指数(S)作为交互作用的定量指标。我们的分析表明,热浪、寒流、PM2.5 暴露与老年人呼吸系统疾病门诊就诊之间存在明显的关联,几率比分别为 1.10(95%CI:1.06,1.15)和 1.16(95%CI:1.13,1.20)。此外,寒流与PM2.5之间存在协同效应,尤其影响女性和年龄≥80岁的弱势群体。据估计,寒流和PM2.5水平升高共同导致了高达0.18(95%CI:0.17,0.27)的呼吸道门诊就诊率。这项研究强调了采取紧急干预措施的必要性,如减少 PM2.5 暴露和加强极端天气预警系统,以保护老年人的呼吸系统健康,尤其是在高海拔地区。
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引用次数: 0
Heat stress, thermal comfort and control strategy in a warm-humid workplace 暖湿工作场所的热应力、热舒适度和控制策略。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-10-25 DOI: 10.1007/s00484-024-02760-z
Zahra Moradpour, Mohammad Javad Jafari, Somayeh Farhang Dehghan, Mahdi Jalali, Ghasem Hesam

The purpose of this study was to design a local ventilation system (LVS) to help reduce the moisture content of a Scalder hall, evaluate its comfort and thermal stress before and after implementation of LVS and introduce an appropriate index to evaluate warm and humid workplaces. The design of the LVS was performed according to the ACGIH standard (VS-30-01). Heat stress and thermal comfort assessment were performed before and after LVS using humidity index (Humidex), discomfort index (DI), heat index (HI), wet-bulb globe temperature (WBGT) and predicted mean vote index (PMV) indices and the results were compared with predicted mean vote index-predicted percentage of dissatisfied (PMV-PPD) subjective indices. The results of heat stress parameters showed that LVS was able to reduce relative humidity (RH) and wet temperature (tnw) by 47% and 7 ° C, respectively. This has caused subjects to feel the heat from hot and very RH hot to warm and the hot and percentage of dissatisfaction has dropped by more than 70%. Design and implementation of a LVS reduced the ambient tnw by decreasing RH. Results also showed in warm and humid workplaces, DI index are highly correlated with subjective evaluation of thermal comfort and this index can be used to evaluate the thermal conditions of the workplaces.

本研究的目的是设计一种局部通风系统(LVS),以帮助降低斯考尔德大厅的湿度,评估实施 LVS 前后的舒适度和热应力,并引入一个适当的指标来评估温暖和潮湿的工作场所。LVS 的设计是根据 ACGIH 标准(VS-30-01)进行的。使用湿度指数(Humidex)、不适指数(DI)、热指数(HI)、湿球温度(WBGT)和预测平均投票指数(PMV)对低压系统前后的热应力和热舒适度进行了评估,并将评估结果与预测平均投票指数-预测不满意百分比(PMV-PPD)主观指数进行了比较。热应激参数结果显示,LVS 能够将相对湿度(RH)和湿温度(tnw)分别降低 47% 和 7 ° C。这使得受试者的热感从炎热和相对湿度非常高的炎热转为温暖,炎热和不满意的百分比下降了 70% 以上。低压系统的设计和实施通过降低相对湿度减少了环境温度。结果还显示,在温暖潮湿的工作场所,DI 指数与热舒适度的主观评价高度相关,该指数可用于评价工作场所的热条件。
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引用次数: 0
Chronic heat stress upregulates pyruvate metabolic process and gluconeogenesis but downregulates immune responses in Sahiwal cattle 慢性热应激会上调丙酮酸代谢过程和葡萄糖生成,但会下调萨希瓦尔牛的免疫反应。
IF 3 3区 地球科学 Q2 BIOPHYSICS Pub Date : 2024-10-24 DOI: 10.1007/s00484-024-02804-4
Pradyut Das, Rani Alex, Gopal Ramdasji Gowane, Vikas Vohra, Dipankar Paul, Kashif Dawood Khan, Amritanshu Upadhyay, Sachinandan De, Ashutosh Ludri

Climate change and growing population and their strain on animal production are the impending challenges that the developing countries, like India, need to tackle in the coming days. This study aimed to detect and analyze the uncharacterized variation in the gene expression patterns with the change of condition, from thermoneutral to chronic hot-humid, in the Sahiwal cattle, one of the best breeds of milk-producing cattle in India, known for being heat-tolerant. Using RNA-Seq analysis on peripheral blood mononuclear cells (PBMCs), 4021 differentially expressed mRNAs (2772 upregulated, 1249 downregulated) and 1303 differentially expressed long non-coding RNAs (769 upregulated, 534 downregulated) were identified, with the thresholds of false discovery rate < 0.05 and|log2(fold change)| > 2. Significantly (p-adjusted < 0.05) overrepresented Gene Ontology (GO) terms, Kyoto Encyclopedia of Genes and Genomes (KEGG), and Reactome pathways were analyzed, revealing upregulation of processes like pyruvate metabolic process, gluconeogenesis, ion transmembrane transport, neuropeptide signaling pathway, and animal organ development, with genes like SHH, GRK1, CHRM3, CAMK2A, and HSPB7 were upregulated, while translation and immune responses, with genes like RPS3, EEF1A1, TNF, BoLA-DRB3, and UBB were downregulated. Analysis of cis-mRNAs of DE-lncRNAs showed presence of both up- and down-regulated cis-mRNAs for both up- and down-regulated lncRNAs indicating existence of positive and negative regulation of mRNA expression by lncRNAs. Managemental nudges that decrease metabolic heat generation, like betaine and chromium supplementation, and increase heat dissipation, like microenvironment cooling, should be utilized. This study highlights the role of pyruvate metabolism and gluconeogenesis in coping up with heat stress and offers an improved understanding of the heat stress response of Sahiwal cattle along with the genes and pathways responsible for it.

气候变化和人口增长及其对畜牧业生产的影响是印度等发展中国家在未来需要应对的挑战。萨希瓦尔牛是印度产奶量最好的牛种之一,以耐热著称,本研究旨在检测和分析萨希瓦尔牛基因表达模式随温度变化(从中性到长期湿热)而发生的未定性变化。通过对外周血单核细胞(PBMCs)进行 RNA-Seq 分析,发现了 4021 个差异表达的 mRNAs(2772 个上调,1249 个下调)和 1303 个差异表达的长非编码 RNAs(769 个上调,534 个下调),假发现率为 2(折合变化)| > 2。显著(p
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International Journal of Biometeorology
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