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The strength and pattern of natural selection on gene expression in rice 期刊论文
NATURE, 2020, 578 (7796) : 572-+
作者:  Lipson, Mark;  Ribot, Isabelle;  Mallick, Swapan;  Rohland, Nadin;  Olalde, Inigo;  Adamski, Nicole;  Broomandkhoshbacht, Nasreen;  Lawson, Ann Marie;  Lopez, Saioa;  Oppenheimer, Jonas;  Stewardson, Kristin
收藏  |  浏览/下载:19/0  |  提交时间:2020/07/03

Levels of gene expression underpin organismal phenotypes(1,2), but the nature of selection that acts on gene expression and its role in adaptive evolution remain unknown(1,2). Here we assayed gene expression in rice (Oryza sativa)(3), and used phenotypic selection analysis to estimate the type and strength of selection on the levels of more than 15,000 transcripts(4,5). Variation in most transcripts appears (nearly) neutral or under very weak stabilizing selection in wet paddy conditions (with median standardized selection differentials near zero), but selection is stronger under drought conditions. Overall, more transcripts are conditionally neutral (2.83%) than are antagonistically pleiotropic(6) (0.04%), and transcripts that display lower levels of expression and stochastic noise(7-9) and higher levels of plasticity(9) are under stronger selection. Selection strength was further weakly negatively associated with levels of cis-regulation and network connectivity(9). Our multivariate analysis suggests that selection acts on the expression of photosynthesis genes(4,5), but that the efficacy of selection is genetically constrained under drought conditions(10). Drought selected for earlier flowering(11,12) and a higher expression of OsMADS18 (Os07g0605200), which encodes a MADS-box transcription factor and is a known regulator of early flowering(13)-marking this gene as a drought-escape gene(11,12). The ability to estimate selection strengths provides insights into how selection can shape molecular traits at the core of gene action.


Phenotypic selection analysis is used to estimate the type and strength of selection that acts on more than 15,000 transcripts in rice (Oryza sativa), which provides insight into the adaptive evolutionary role of selection on gene expression.


  
A Cautionary Note on the Long-term Trend in Activity of the Madden-Julian Oscillation During the Past Decades 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (23) : 14063-14071
作者:  Lyu, Mengxia;  Jiang, Xianan;  Wu, Zhiwei
收藏  |  浏览/下载:7/0  |  提交时间:2020/02/17
Madden-Julian Oscillation real-time multivariate MJO index climate trend Arctic amplification  
Contrasting Regional Soil Alteration Across the Topographic Dichotomy of Mars 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (23) : 13668-13677
作者:  Hood, D. R.;  Karunatillake, S.;  Gasnault, O.;  Williams, A. J.;  Dutrow, B.;  Ojha, L.;  Kobs, S.;  Kim, K.;  Heldmann, J.;  Fralick, C.
收藏  |  浏览/下载:6/0  |  提交时间:2020/02/17
martian soil  geochemistry  multivariate analysis  habitability  
Coupling forecast calibration and data-driven downscaling for generating reliable, high-resolution, multivariate seasonal climate forecast ensembles at multiple sites 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
作者:  Schepen, Andrew;  Everingham, Yvette;  Wang, Quan J.
收藏  |  浏览/下载:7/0  |  提交时间:2020/02/17
bias-correction  forecast verification  multivariate  post-processing  seasonal forecasting  
Coupling annual, monthly and daily weather generators to simulate multisite and multivariate climate variables with low-frequency variability for hydrological modelling 期刊论文
CLIMATE DYNAMICS, 2019, 53: 3841-3860
作者:  Chen, Jie;  Arsenault, Richard;  Brissette, Francois P.;  Cote, Pascal;  Su, Tianhua
收藏  |  浏览/下载:3/0  |  提交时间:2019/11/27
Weather generator  Multisite and multivariate dependencies  Low-frequency variability  Hydrological modeling  
Spatio-temporal drought patterns of multiple drought indices based on precipitation and soil moisture: A case study in South Korea 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (12) : 4669-4687
作者:  Kwon, Moonhyuk;  Kwon, Hyun-Han;  Han, Dawei
收藏  |  浏览/下载:9/0  |  提交时间:2019/11/27
clustering analysis  multivariate drought index  quantile regression  SPI  SSI  
Long-term modelling of wind speeds using six different heuristic artificial intelligence approaches 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (8) : 3543-3557
作者:  Maroufpoor, Saman;  Sanikhani, Hadi;  Kisi, Ozgur;  Deo, Ravinesh C.;  Yaseen, Zaher Mundher
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/26
gene expression programming  multivariate adaptive regression spline  neural networks  neuro-fuzzy  prediction  wind speed  
Multi-site multivariate downscaling of global climate model outputs: an integrated framework combining quantile mapping, stochastic weather generator and Empirical Copula approaches 期刊论文
CLIMATE DYNAMICS, 2019, 52: 5775-5799
作者:  Li, Xin;  Babovic, Vladan
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/26
Multi-site multivariate downscaling  Global climate models  Quantile mapping  Stochastic weather generator  Empirical Copula  
Detecting Signals of Large-Scale Climate Phenomena in Discharge and Nutrient Loads in the Mississippi-Atchafalaya River Basin 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (7) : 3791-3801
作者:  Smits, A. P.;  Ruffing, C. M.;  Royer, T., V;  Appling, A. P.;  Griffiths, N. A.;  Bellmore, R.;  Scheuerell, M. D.;  Harms, T. K.;  Jones, J. B.
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/26
nitrogen  phosphorous  multivariate autoregressive state space models  climate  time series analysis  rivers  
Precipitation variability and its relation to climate anomalies in the Bolivian Altiplano 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 39 (4) : 2096-2107
作者:  Canedo-Rosso, Claudia;  Uvo, Cintia B.;  Berndtsson, Ronny
收藏  |  浏览/下载:8/0  |  提交时间:2019/11/26
AMM  AMO  austral summer precipitation  climate phenomena  ENSO  multivariate analysis  NAO  PDO  wavelet analysis