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Single-chain heteropolymers transport protons selectively and rapidly 期刊论文
NATURE, 2020, 577 (7789) : 216-+
作者:  Jiang, Tao;  Hall, Aaron;  Eres, Marco;  Hemmatian, Zahra;  Qiao, Baofu;  Zhou, Yun;  Ruan, Zhiyuan;  Couse, Andrew D.;  Heller, William T.;  Huang, Haiyan;  de la Cruz, Monica Olvera;  Rolandi, Marco;  Xu, Ting
收藏  |  浏览/下载:9/0  |  提交时间:2020/07/03

Precise protein sequencing and folding are believed to generate the structure and chemical diversity of natural channels(1,2), both of which are essential to synthetically achieve proton transport performance comparable to that seen in natural systems. Geometrically defined channels have been fabricated using peptides, DNAs, carbon nanotubes, sequence-defined polymers and organic frameworks(3-13). However, none of these channels rivals the performance observed in their natural counterparts. Here we show that without forming an atomically structured channel, four-monomer-based random heteropolymers (RHPs)(14) can mimic membrane proteins and exhibit selective proton transport across lipid bilayers at a rate similar to those of natural proton channels. Statistical control over the monomer distribution in an RHP leads to segmental heterogeneity in hydrophobicity, which facilitates the insertion of single RHPs into the lipid bilayers. It also results in bilayer-spanning segments containing polar monomers that promote the formation of hydrogen-bonded chains(15,16) for proton transport. Our study demonstrates the importance of the adaptability that is enabled by statistical similarity among RHP chains and of the modularity provided by the chemical diversity of monomers, to achieve uniform behaviour in heterogeneous systems. Our results also validate statistical randomness as an unexplored approach to realize protein-like behaviour at the single-polymer-chain level in a predictable manner.


  
Reply to "What Is the Maximum Entropy Principle? Comments on 'Statistical Theory on the Functional Form of Cloud Particle Size Distributions'" 期刊论文
JOURNAL OF THE ATMOSPHERIC SCIENCES, 2019, 76 (12) : 3961-3963
作者:  Wu, Wei;  McFarquhar, Greg M.
收藏  |  浏览/下载:6/0  |  提交时间:2020/02/17
Cloud microphysics  Clouds  Drop size distribution  Statistical techniques  Spectral analysis  models  distribution  
Nonstationary warm spell frequency analysis integrating climate variability and change with application to the Middle East 期刊论文
CLIMATE DYNAMICS, 2019, 53: 5329-5347
作者:  Ouarda, Taha B. M. J.;  Charron, Christian;  Kumar, Kondapalli Niranjan;  Phanikumar, Devulapalli Venkata;  Molini, Annalisa;  Basha, Ghouse
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/27
Winter warm spell  Nonstationary model  Frequency analysis  Climate index  Climate change  Natural climate variability  Statistical distribution  Middle East  
Predictive Statistical Representations of Observed and Simulated Rainfall Using Generalized Linear Models 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (11) : 3409-3427
作者:  Yang, Junho;  Jun, Mikyoung;  Schumacher, Courtney;  Saravanan, R.
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/26
Precipitation  Statistical techniques  Probability forecasts  models  distribution  Statistical forecasting  Convective parameterization  
Statistical distributions for monthly aggregations of precipitation and streamflow in drought indicator applications 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (2)
作者:  Svensson, Cecilia;  Hannaford, Jamie;  Prosdocimi, Ilaria
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
standardized precipitation index  standardized streamflow index  statistical distribution  Tweedie distribution  drought index  UK