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Observed talik development triggers a tipping point in marginal permafrost of the Qinghai-Xizang Plateau
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作者 Dongliang Luo Jia Liu +1 位作者 Fangfang Chen Shizhen Li 《Geoscience Frontiers》 2025年第5期375-385,共11页
Permafrost,a critical component of Earth’s climate system,is increasingly subject to abrupt thaw events,which jeopardize infrastructure,reshape landforms,alter hydrological regimes,and disrupt ecosystems,thereby posi... Permafrost,a critical component of Earth’s climate system,is increasingly subject to abrupt thaw events,which jeopardize infrastructure,reshape landforms,alter hydrological regimes,and disrupt ecosystems,thereby posing substantial threats to global sustainability.However,the underlying mechanisms that trigger these abrupt transitions remain incompletely understood.Here,we present decade-long in-situ observations from HRQ1,a marginal permafrost site in the Headwater Area of the Yellow River,northeastern Qinghai-Xizang Plateau.These data reveal the formation and growth of a talik,indicative of a permafrost tipping point.Absent before 2017,the talik subsequently formed and progressively deepened,extending to the maximum observation depth of 300 cm by 2024.The transition from perennially frozen to thawed conditions was accompanied by a substantial increase in mean annual soil temperature(MAST)throughout the entire soil profile.From 2015 to 2023,MAST in the upper 200 cm rose from sub-zero(−0.30 to−0.49℃)to consistently above 0℃(0.07 to 1.08℃).Concurrently,maximum daily soil temperatures in deeper layers(200–300 cm)became positive,indicating thaw propagation into the relict permafrost.This warming coincided with a marked increase in unfrozen soil moisture,particularly within the expanding talik.The rapid,non-linear deepening of the talik,far exceeding rates attributable to conductive heat transfer alone,was driven by a strong convective mechanism(Rayleigh-Darcy instability).This advective process was triggered when the soil profile became fully saturated,a condition resulting from the convergence of intensified rainfall and enhanced water retention linked to decadal vegetation greening.Intriguingly,despite the accelerated subsurface warming,the annual amplitude of ground surface temperature decreased from 29.0±2.8℃ to 24.5±3.6℃ following talik formation,likely due to the buffering effect of increased vegetation cover,which modified the surface energy balance.Our results demonstrate that climatic warming and wetting can initiate a cascade of internal feedbacks,propelling marginal permafrost beyond an abrupt tipping point.These findings emphasize the acute vulnerability of marginal permafrost and highlight the urgent necessity for sustained monitoring to assess ecosystem stability and quantify associated greenhouse gas emissions. 展开更多
关键词 Warm permafrost Climate tipping point Talikformation and expansion Permafrost degradation Headwater Area of the Yellow River Qinghai-Xizang Plateau
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Prediction of collapse process and tipping points for mutualistic and competitive networks with k-core method
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作者 段东立 毕菲菲 +3 位作者 李思凡 吴成星 吕长春 蔡志强 《Chinese Physics B》 SCIE EI CAS CSCD 2024年第5期173-180,共8页
Ecosystems generally have the self-adapting ability to resist various external pressures or disturbances,which is always called resilience.However,once the external disturbances exceed the tipping points of the system... Ecosystems generally have the self-adapting ability to resist various external pressures or disturbances,which is always called resilience.However,once the external disturbances exceed the tipping points of the system resilience,the consequences would be catastrophic,and eventually lead the ecosystem to complete collapse.We capture the collapse process of ecosystems represented by plant-pollinator networks with the k-core nested structural method,and find that a sufficiently weak interaction strength or a sufficiently large competition weight can cause the structure of the ecosystem to collapse from its smallest k-core towards its largest k-core.Then we give the tipping points of structure and dynamic collapse of the entire system from the one-dimensional dynamic function of the ecosystem.Our work provides an intuitive and precise description of the dynamic process of ecosystem collapse under multiple interactions,and provides theoretical insights into further avoiding the occurrence of ecosystem collapse. 展开更多
关键词 complex networks tipping points dimension reduction k-core
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地基微波辐射计Tipping定标效果及误差分析
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作者 雷连发 马若飞 +1 位作者 洪伟 陈婷 《火控雷达技术》 2023年第4期29-36,共8页
地基多通道微波辐射计采用了Tipping定标方法来实现自动定标,它是维持微波辐射计观测亮温数据可靠性的重要措施之一。为了说明Tipping自动定标过程,从Tipping标定的原理出发,详细介绍了微波辐射计Tipping自动定标过程及使用条件,同时对... 地基多通道微波辐射计采用了Tipping定标方法来实现自动定标,它是维持微波辐射计观测亮温数据可靠性的重要措施之一。为了说明Tipping自动定标过程,从Tipping标定的原理出发,详细介绍了微波辐射计Tipping自动定标过程及使用条件,同时对定标误差的基本来源进行了定量分析。最后利用微波辐射计实际观测资料进行了Tipping定标试验,并利用探空资料对Tipping定标效果进行了对比验证。结果表明Tipping定标方法使得亮温定标精度小于1 K,能够有效提高亮温观测精度和湿度廓线的反演效果。该方法对微波辐射计亮温数据观测的长期稳定性有着显著的作用。 展开更多
关键词 微波辐射计 tipping标定 亮温
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Significant tipping points of sediment microeukaryotes forewarn increasing antibiotic pollution 被引量:1
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作者 Chaohua Wang Zhiyuan Yao +3 位作者 Pingping Zhan Xianghua Yi Jiong Chen Jinbo Xiong 《Journal of Environmental Sciences》 SCIE EI CAS CSCD 2023年第2期429-439,共11页
Antibiotic pollution imposes urgent threats to public health and microbial-mediated ecological processes.Existing studies have primarily focused on bacterial responses to antibiotic pollution,but they ignored the micr... Antibiotic pollution imposes urgent threats to public health and microbial-mediated ecological processes.Existing studies have primarily focused on bacterial responses to antibiotic pollution,but they ignored the microeukaryotic counterpart,though microeukaryotes are functionally important(e.g.,predators and saprophytes)in microbial ecology.Herein,we explored how the assembly of sediment microeukaryotes was affected by increasing antibiotic pollution at the inlet(control)and across the outlet sites along a shrimpwastewater discharge channel.The structures of sedimentmicroeukaryotic community were substantially altered by the increasing nutrient and antibiotic pollutions,whichwere primarily controlled by the direct effects of phosphate and ammonium(−0.645 and 0.507,respectively).In addition,tetracyclines exerted a large effect(0.209),including direct effect(0.326)and indirect effect(−0.117),on the microeukaryotic assembly.On the contrary,the fungal subcommunity was relatively resistant to antibiotic pollution.Segmented analysis depicted nonlinear responses of microeukaryotic genera to the antibiotic pollution gradient,as supported by the significant tipping points.We screened 30 antibiotic concentration-discriminatory taxa of microeukaryotes,which can quantitatively and accurately predict(98.7%accuracy)the in-situ antibiotic concentration.Sediment microeukaryotic(except fungal)community is sensitive to antibiotic pollution,and the identified bioindicators could be used for antibiotic pollution diagnosis. 展开更多
关键词 Increasing antibiotic pollution Microeukaryotic community Non-linear responses tipping points Antibiotic concentration-discriminatory taxa
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Will the summer sea ice in the Arctic reach a tipping point? 被引量:1
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作者 Ola M.Johannessen Elena V.Shalina 《Atmospheric and Oceanic Science Letters》 CSCD 2023年第3期58-62,共5页
The Arctic sea-ice cover has decreased in extent,area,and thickness over the last six decades.Most global climate models project that the summer sea-ice extent(SIE)will decline to less than 1 million(mill.)km^(2) in t... The Arctic sea-ice cover has decreased in extent,area,and thickness over the last six decades.Most global climate models project that the summer sea-ice extent(SIE)will decline to less than 1 million(mill.)km^(2) in this century,ranging from 2030 to the end of the century,indicating large uncertainty.However,some models,using the same emission scenarios as required by the Paris Agreement to keep the global temperature below 2°C,indicate that the SIE could be about 2 mill.km^(2) in 2100 but with a large uncertainty of±1.5 mill.km^(2).Here,the authors take another approach by exploring the direct relationship between the SIE and atmospheric CO_(2) concentration for the summer-fall months.The authors correlate the SIE and In(CO_(2)/CO_(2)r)during the period 1979-2022,where CO_(2)r is the reference value in 1979.Using these transient regression equations with an R2 between 0.78 and 0.87,the authors calculate the value that the CO_(2) concentration needs to reach for zero SIE.The results are that,for July,the CO_(2) concentration needs to reach 691±16.5 ppm,for August 604±16.5 ppm,for September 563±17.5 ppm,and for October 620±21 ppm.These values of CO_(2)for an ice-free Arctic are much higher than the targets of the Paris Agreement,which are 450 ppm in 2060 and 425 ppm in 2100,under the IPCC SSP1-2.6 scenario.If these targets can be reached or even almost reached,the "no tipping point"hypothesis for the summer SIE may be valid. 展开更多
关键词 Sea ice ARCTIC Climate change tipping point
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Tipping 被引量:1
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作者 Karen 《疯狂英语(口语版)》 2011年第6期52-52,共1页
关键词 tipping 英语学习 学习方法 阅读
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Tipping points among social learners: Tools from varied disciplines
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作者 R. Alexander BENTLEY Michael J. O'BRIEN 《Current Zoology》 SCIE CAS CSCD 2012年第2期298-306,共9页
There is a long and rich tradition in the social sciences of using models of collective behavior in animals as jump- ing-off points for the study of human behavior, including collective human behavior. Here, we come a... There is a long and rich tradition in the social sciences of using models of collective behavior in animals as jump- ing-off points for the study of human behavior, including collective human behavior. Here, we come at the problem in a slightly different fashion. We ask whether models of collective human behavior have anything to offer those who study animal behavior. Our brief example of tipping points, a model first developed in the physical sciences and later used in the social sciences, suggests that the analysis of human collective behavior does indeed have considerable to offer 展开更多
关键词 Networks Social learning Thresholds Time series tipping points
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On the Image Reconstruction of Zhuge Liang in ACGN Games Based on the Perspective of the Tipping Point Theory
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作者 Li Hao Chen Haiyan Chang Baoqing 《Contemporary Social Sciences》 2023年第1期116-130,共15页
Zhuge Liang,a well-known figure with rich cultural implications in Chinese history,has exerted profound influences on the spiritual life of the Chinese nation.In the ACGN context,new cultural implications have been at... Zhuge Liang,a well-known figure with rich cultural implications in Chinese history,has exerted profound influences on the spiritual life of the Chinese nation.In the ACGN context,new cultural implications have been attached to him,which offset some of the classic implications of the character forged over a long history.Meanwhile,the inherent traditional cultural spirit embodied by him is being reconstructed.In terms of content design,the ACGN games based on traditional realism tend to refresh people’s collective memories of Zhuge Liang to enhance the stickiness factor of the games,thus creating a sense of familiarity to make the transmitted information easier for the game players to accept.The modern fashionable games,however,are good at leveraging the advantages of technologies to form a tipping point and incorporating fashion elements into the traditional image of Zhuge Liang to attract players,thus enhancing the communication effect.In terms of environmental construction,the ACGN games have created a new industrial environment featuring“ACGN+traditional culture,”which changes the traditional image of Zhuge Liang by means of ACGN game technology while retaining its basic cultural characteristics to provide players with a better immersive and interactive experience. 展开更多
关键词 Zhuge Liang Three Kingdoms culture ACGN culture the tipping point the stickiness factor power of context
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Female Body Discourse in Tipping the Velvet
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作者 林琳 《海外英语》 2019年第16期217-219,共3页
Being known as the lesbian-themed novel,Tipping the Velvet has always been analyzed with queer theory and Judith But?ler’s sexual performance.Female body discourse is a new perspective to analyze it with the combinat... Being known as the lesbian-themed novel,Tipping the Velvet has always been analyzed with queer theory and Judith But?ler’s sexual performance.Female body discourse is a new perspective to analyze it with the combination of the text analysis and feminine writing put forward by Helene Cixous.Narrating the female body in a novel is a way to deconstruct the patriarchal society and to awaken women to fight against it.It is still of significance in 21st society where gender inequality and discrimination exist everywhere. 展开更多
关键词 FEMALE BODY BODY DISCOURSE tipping the VELVET
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Tipping Point
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作者 Karine Barzegar 《ChinAfrica》 2015年第6期34-35,共2页
LIBYA is rapidly joining the ranks of Africa's better-known failed states: the Central African Re- public, Somalia and South Sudan. The North African country, once boasting one of the continent's highest per-capita... LIBYA is rapidly joining the ranks of Africa's better-known failed states: the Central African Re- public, Somalia and South Sudan. The North African country, once boasting one of the continent's highest per-capita GDPs, is a shadow of its former self: torn apart by armed conflict and now felled by falling oil prices and declining production. 展开更多
关键词 World tipping Point GDP
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Should Apple Charge Fees for Tipping on Social Networking Apps?
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《ChinAfrica》 2017年第8期12-13,共2页
Recently, Apple's decision to start taking a 30-percent cut on tips given by users of socia networking apps has sparked heated debates in China.
关键词 Store Should Apple Charge Fees for tipping on Social Networking Apps Phone
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Tipping Point
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作者 Hichem Karoui 《ChinAfrica》 2016年第9期36-37,共2页
A MAFIA-LIKE criminal order inspired by a totalitarian ideology threatens North Africa and the Sahel, with Libya now as its centerpiece. As this radical, obscurantist and brutal form of Islam spreads and displaces tr... A MAFIA-LIKE criminal order inspired by a totalitarian ideology threatens North Africa and the Sahel, with Libya now as its centerpiece. As this radical, obscurantist and brutal form of Islam spreads and displaces traditional Islam in Libya, the emergence of the Benghazi Defense Brigades (BDB), formed in June 2016 to oppose the Libyan national army, has plunged the coun- try into further chaos. The BDB is locked in con- flict with the Libyan army led by Major General Khalifa Haftar. 展开更多
关键词 tipping Point
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The Tipping Point
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作者 Richard Thomas 《ChinAfrica》 2014年第3期32-32,共1页
THE worst year on record for rhino poaching in South Africa's history makes 2013 a dismal period for the endangered animal. Figures released by the South African Department of Environmental Affairs in January show th... THE worst year on record for rhino poaching in South Africa's history makes 2013 a dismal period for the endangered animal. Figures released by the South African Department of Environmental Affairs in January show that in 2013, just over 1,000 rhinos were illegally killed in South Africa - the equivalent of nearly three animals a day. The figure is more than 1.5 times the official figure of 668 rhinos killed for their horns in 2012. This brings South Africa's white rhino population ever closer to the tipping point, where deaths outnumber births and the population begins a serious decline. 展开更多
关键词 The tipping Point
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改良尿道板纵切卷管尿道成形术治疗尿道下裂临床价值研究 被引量:1
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作者 雷霆 谢蛟魁 +5 位作者 王晓 李均 邱明皓 张宇璞 邓久晗 陈海文 《陕西医学杂志》 2025年第2期231-233,共3页
目的:探讨改良尿道板纵切卷管尿道成形术(TIP)治疗尿道下裂的临床价值。方法:选取尿道下裂患儿24例。根据不同手术方式分为观察组(13例)和对照组(11例)。观察组采用改良TIP术;对照组行传统TIP术。比较两组一般资料及围手术期指标。对患... 目的:探讨改良尿道板纵切卷管尿道成形术(TIP)治疗尿道下裂的临床价值。方法:选取尿道下裂患儿24例。根据不同手术方式分为观察组(13例)和对照组(11例)。观察组采用改良TIP术;对照组行传统TIP术。比较两组一般资料及围手术期指标。对患者术后进行随访,比较两组术后并发症发生情况、手术成功率、术后排尿功能及阴茎外观评分。结果:两组一般资料及围手术期指标比较差异无统计学意义(均P>0.05)。对照组尿瘘、尿道狭窄、阴茎头裂开发生率高于观察组,手术成功率低于观察组(均P<0.05)。与对照组比较,观察组术后最大尿流率升高,排尿时间缩短(均P<0.05)。观察组术后尿道口位置、阴茎整体外观评分高于对照组(均P>0.05)。结论:改良TIP术式治疗尿道下裂患儿并发症发生率低,排尿功能较好,且手术成功率及外观满意度较高。 展开更多
关键词 尿道下裂 TIP术 阴囊带蒂皮瓣 唇黏膜移植 排尿功能 并发症
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经颈静脉肝内门体分流术中辐射暴露的影响因素分析:基于125例患者的回顾性研究
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作者 刘梦莹 李伟之 +3 位作者 李培杰 马富权 薛挥 张鹏 《现代消化及介入诊疗》 2025年第5期553-561,共9页
目的评估患者和手术相关因素对经颈静脉肝内门体分流术(TIPS)的累积透视时间,手术时长,总剂量面积乘积(DAP),累积剂量的影响。方法回顾性的收集2022年11月至2024年5月西安交通大学第一附属医院的125例经颈静脉肝内门体分流术(TIPS)病例... 目的评估患者和手术相关因素对经颈静脉肝内门体分流术(TIPS)的累积透视时间,手术时长,总剂量面积乘积(DAP),累积剂量的影响。方法回顾性的收集2022年11月至2024年5月西安交通大学第一附属医院的125例经颈静脉肝内门体分流术(TIPS)病例。收集透视时间,手术时长,总剂量面积乘积(DAP)和累积剂量的数据资料,同时包括人口统计学,肝硬化相关症状,门脉情况及曲张静脉情况,以及术中程序的资料作为自变量,所有统计学均在SPSS统计软件中完成,P值小于0.05为有意义。结果共收集125例患者的信息,其中男性82名,女性43名,平均年龄52.44岁,平均BMI 22.69 kg/m^(2),平均手术时长80.32 min,平均透视时间25.77 min,平均总DAP 306.81 mGy·cm^(2),平均累积剂量775.67 mGy。66岁及以上(P=0.021),BMI>24.9(P=0.049),有先天性分流道(P<0.001),栓塞2条曲张静脉(P=0.002)是透视时间的独立影响因素。女性(P=0.048),有先天性分流道(P<0.001),栓塞2条曲张静脉(P=0.022)和栓塞4条曲张静脉(P=0.047),上午手术(P=0.003)及使用弹簧圈栓塞数量(2~3个)(P=0.025)是手术时长的独立影响因素。女性(P=0.002),66岁及以上(P=0.049),有先天性分流道(P=0.038),栓塞2条曲张静脉(P=0.004),门静脉及肠系膜上静脉血栓(P=0.012)是总DAP的独立影响因素。女性(P=0.002),66岁及以上(P=0.021),有先天性分流道(P=0.028),栓塞2条曲张静脉(P=0.004),门静脉及肠系膜上静脉血栓(P=0.008)是累积剂量的独立影响因素。结论TIPS术中辐射暴露受多种因素共同影响,其中年龄、性别、BMI、先天性分流道、曲张静脉数量及血栓情况为关键变量。透视时间与辐射剂量高度相关,可作为评估和监控暴露强度的简明指标。优化术前评估和术中操作,有助于有效控制患者和术者的辐射风险。 展开更多
关键词 经颈静脉肝内门体分流术(TIPS) 辐射剂量 透视时间 剂量面积乘积(DAP) 累积剂量 回顾性研究 影响因素
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Multiscale processes in polar oceans and their climate and ecological implications
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作者 Ruibo Lei 《Acta Oceanologica Sinica》 2025年第3期1-2,共2页
The Arctic and Antarctica are important components of the Earth system,and the snow and ice over the polar regions make the interactions between the spheres there extremely sensitive to climate change,with an amplifyi... The Arctic and Antarctica are important components of the Earth system,and the snow and ice over the polar regions make the interactions between the spheres there extremely sensitive to climate change,with an amplifying effect on climate warming.Polar regions are the forefront of global climate and ecosystem changes.More than half of the identified climate tipping elements in our planet occur in the polar regions,with the losses of Arctic sea ice,Greenland ice sheet,permafrost,and western Antarctic ice sheet,being considered as tipping elements with global impacts that have already occurred(McKay et al.,2022).These changes in the polar regions affect the heat and material transfer,water and carbon cycles,as well as biological diversity at a global scale,closely related to global sustainable development.Therefore,polar regions are also considered the limiting factors in achieving the United Nations Sustainable Development Goals(Li et al.,2025). 展开更多
关键词 arctic sea icegreenland ice sheetpermafrostand ice sheet arctic antarctica polar oceans climate tipping elements snow ice climate changewith climate change
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Anthropogenic Global Warming Versus Natural Global Warming:An Overview on Global Marine and Terrestrial Biodiversity
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作者 SONG Jingjing CHOONG Khai Hang +2 位作者 TAN Kianann KWAN Kit Yue TAN Karsoon 《Journal of Ocean University of China》 2025年第4期1027-1038,共12页
Climate change is a natural phenomenon.Over the past billions of years,Earth’s climate has experienced many ice and warm periods.These changes have created various environments,directly benefiting and disadvantaging ... Climate change is a natural phenomenon.Over the past billions of years,Earth’s climate has experienced many ice and warm periods.These changes have created various environments,directly benefiting and disadvantaging certain species,eventually leding to extinction and evolutionary diversification through natural selection.However,rapid and drastic changes in Earth’s climate could be destructive and may lead to mass extinction.It is generally believed that four of the five mass extinction events were caused by drastic changes in the level of atmospheric greenhouse gases.In the recent period(the Anthropocene epoch),when human activi-ties began to significantly impact the Earth’s climate,numerous pieces of scientific evidence indicate that anthropogenic activities are associated with the extinction of plants and animals and may lead to the sixth mass extinction.However,some scientists deny the pos-sibility of the 6th mass extinction.Therefore,there is an urgent need to comprehensively review the impact of anthropogenic global warming on our natural environment.This article reviews the scientific evidence of the synergistic impact and chain effects of anthro-pogenic global warming on ecosystems and living organisms on Earth.It earnestly attempts to summarize relevant data published for specific research questions to improve the understanding of diverse evidence.This helps clarify the current state of research and rai-ses public awareness of the impact of anthropogenic global warming on all stakeholders on Earth. 展开更多
关键词 Anthropogenic global warming mass extinction carbon dioxide climate tipping points
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Hunt for the tipping point during endocrine resistance process in breast cancer by dynamic network biomarkers 被引量:9
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作者 Rui Liu Jinzeng Wang +7 位作者 Masao Ukai Ki Sewon Pei Chen Yutaka Suzuki Haiyun Wang Kazuyuki Aihara Mariko Okada-Hatakeyama Luonan Chen 《Journal of Molecular Cell Biology》 SCIE CAS CSCD 2019年第8期649-664,共16页
Acquired drug resistance is the major reason why patients fail to respond to cancer therapies.It is a challenging task to deter.mine the tipping point of endocrine resistance and detect the associated molecules.Derive... Acquired drug resistance is the major reason why patients fail to respond to cancer therapies.It is a challenging task to deter.mine the tipping point of endocrine resistance and detect the associated molecules.Derived from new systems biology theory, the dynamic network biomarker (DNB) method is designed to quantitatively identify the tipping point of a drastic system transition and can theoretically identify DNB genes that play key roles in acquiring drug resistance.We analyzed time-course mRNA sequence data generated from the tamoxifen-treated estrogen receptor (ER)-positive MCF-7 cell line, and identified the tipping point of endocrine resistance with its leading molecules.The results show that there is interplay between gene mutations and DNB genes, in which the accumulated mutations eventually affect the DNB genes that subsequently cause the change of transcriptional landscape, enabling full-blown drug resistance. Survival analyses based on clinical datasets validated that the DNB genes were associated with the poor survival of breast cancer patients.The results provided the detection for the pre-resistance state or early signs of endocrine resistance.Our predictive method may greatly benefit the scheduling of treatments for complex diseases in which patients are exposed to considerably different drugs and may become drug resistant. 展开更多
关键词 drug resistance breast cancer tipping POINT dynamic NETWORK biomarker (DNB) molecular NETWORK MRNA-SEQ
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SMAD7 and SERPINE1 as novel dynamic network biomarkers detect and regulate the tipping point of TGF-beta induced EMT 被引量:6
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作者 Zhonglin Jiang Lina Lu +5 位作者 Yuwei Liu Si Zhang Shuxian Li Guanyu Wang Peng Wang Luonan Chen 《Science Bulletin》 SCIE EI CAS CSCD 2020年第10期842-853,M0004,共13页
Epithelial–mesenchymal transition(EMT) is a complex nonlinear biological process that plays essential roles in fundamental biological processes such as embryogenesis, wounding healing, tissue regeneration,and cancer ... Epithelial–mesenchymal transition(EMT) is a complex nonlinear biological process that plays essential roles in fundamental biological processes such as embryogenesis, wounding healing, tissue regeneration,and cancer metastasis. A hallmark of EMT is the switch-like behavior during state transition, which is characteristic of phase transitions. Hence, detecting the tipping point just before mesenchymal state transition is critical for understanding molecular mechanism of EMT. Through dynamic network biomarkers(DNB) model, a DNB group with 37 genes was identified which can provide the early-warning signals of EMT. Particularly, we found that two DNB genes, i.e., SMAD7 and SERPINE1 promoted EMT by switching their regulatory network which was further validated by biological experiments. Survival analyses revealed that SMAD7 and SERPINE1 as DNB genes further acted as prognostic biomarkers for lung adenocarcinoma. 展开更多
关键词 Dynamic network biomarker tipping point Epithelial–mesenchymal transition BISTABILITY Quantitative real-time PCR
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Landscape dynamic network biomarker analysis reveals the tipping point of transcriptome reprogramming to prevent skin photodamage 被引量:3
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作者 Chengming Zhang Hong Zhang +6 位作者 Jing Ge Tingyan Mi Xiao Cui Fengjuan Tu Xuelan Gu Tao Zeng Luonan Chen 《Journal of Molecular Cell Biology》 SCIE CAS CSCD 2021年第11期822-833,共12页
Skin,as the outmost layer of human body,is frequently exposed to environmental stressors including pollutants and ultraviolet(UV),which could lead to skin disorders.Generally,skin response process to ultraviolet B(UVB... Skin,as the outmost layer of human body,is frequently exposed to environmental stressors including pollutants and ultraviolet(UV),which could lead to skin disorders.Generally,skin response process to ultraviolet B(UVB)irradiation is a nonlinear dynamic process,with unknown underlying molecular mechanism of critical transition.Here,the landscape dynamic network biomarker(lDNB)analysis of time series transcriptome data on 3D skin model was conducted to reveal the complicated process of skin response to UV irradiation at both molecular and network levels.The advanced l-DNB analysis approach showed that:(i)there was a tipping point before critical transition state during pigmentation process,validated by 3D skin model;(ii)13 core DNB genes were identified to detect the tipping point as a network biomarker,supported by computational assessment;(iii)core DNB genes such as COL7A1 and CTNNB1 can effectively predict skin lightening,validated by independent human skin data.Overall,this study provides new insights for skin response to repetitive UVB irradiation,including dynamic pathway pattern,biphasic response,and DNBs for skin lightening change,and enables us to further understand the skin resilience process after external stress. 展开更多
关键词 single-sample network tipping point UVB irradiation living skin equivalent model time series data skin lightening
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