Transcriptome sequencing reveals population differentiation in gene expression linked to functional traits and environmental gradients in the South African shrub Protea repens

被引:30
作者
Akman, Melis [1 ]
Carlson, Jane E. [2 ]
Holsinger, Kent E. [3 ]
Latimer, Andrew M. [1 ]
机构
[1] Univ Calif Davis, Dept Plant Sci, One Shields Ave, Davis, CA 95616 USA
[2] Nicholls State Univ, Dept Biol Sci, POB 2021, Thibodaux, LA 70310 USA
[3] Univ Connecticut, Dept Ecol & Evolutionary Biol, U-3043, Storrs, CT 06269 USA
基金
美国国家科学基金会;
关键词
common garden; functional traits; local adaptation; population-level transcriptome sequencing; precipitation; Protea repens (sugarbush); temperature; the Greater Cape Floristic Region; CAPE BIODIVERSITY HOTSPOT; PINE PINUS-TAEDA; LOCAL ADAPTATION; RNA-SEQ; POPULUS-TRICHOCARPA; FLORISTIC REGION; MOLECULAR-BASIS; EVOLUTION; CLIMATE; GENOMICS;
D O I
10.1111/nph.13761
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Understanding the environmental and genetic mechanisms underlying locally adaptive trait variation across the ranges of species is a major focus of evolutionary biology. Combining transcriptome sequencing with common garden experiments on populations spanning geographical and environmental gradients holds promise for identifying such mechanisms. The South African shrub Protea repens displays diverse phenotypes in the wild along drought and temperature gradients. We grew plants from seeds collected at 19 populations spanning this species' range, and sequenced the transcriptomes of these plants to reveal gene pathways associated with adaptive trait variation. We related expression in co-expressed gene networks to trait phenotypes measured in the common garden and to source population climate. We found that expression in gene networks correlated with source-population environment and with plant traits. In particular, the activity of gene networks enriched for growth related pathways correlated strongly with source site minimum winter temperature and with leaf size, stem diameter and height in the garden. Other gene networks with enrichments for photosynthesis related genes showed associations with precipitation. Our results strongly suggest that this species displays population-level differences in gene expression that have been shaped by source population site climate, and that are reflected in trait variation along environmental gradients.
引用
收藏
页码:295 / 309
页数:15
相关论文
共 81 条
[11]   Molecular dating of the 'Gondwanan' plant family Proteaceae is only partially congruent with the timing of the break-up of Gondwana [J].
Barker, Nigel P. ;
Weston, Peter H. ;
Rutschmann, Frank ;
Sauquet, Herve .
JOURNAL OF BIOGEOGRAPHY, 2007, 34 (12) :2012-2027
[12]   Genomic basis for coral resilience to climate change [J].
Barshis, Daniel J. ;
Ladner, Jason T. ;
Oliver, Thomas A. ;
Seneca, Francois O. ;
Traylor-Knowles, Nikki ;
Palumbi, Stephen R. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (04) :1387-1392
[13]   Relative contribution of photoprotection and anti-oxidative mechanisms to differential drought adaptation ability in grapevines [J].
Beis, Alexandros ;
Patakas, Angelos .
ENVIRONMENTAL AND EXPERIMENTAL BOTANY, 2012, 78 :173-183
[14]  
Bennett M., 2012, Angiosperm DNA C-values database (release 8.0
[15]   Limits to evolution at range margins: when and why does adaptation fail? [J].
Bridle, Jon R. ;
Vines, Timothy H. .
TRENDS IN ECOLOGY & EVOLUTION, 2007, 22 (03) :140-147
[16]   Intraspecific variation in stomatal traits, leaf traits and physiology reflects adaptation along aridity gradients in a South African shrub [J].
Carlson, Jane E. ;
Adams, Christopher A. ;
Holsinger, Kent E. .
ANNALS OF BOTANY, 2016, 117 (01) :195-207
[17]   PLANT RESPONSES TO CLIMATE IN THE CAPE FLORISTIC REGION OF SOUTH AFRICA: EVIDENCE FOR ADAPTIVE DIFFERENTIATION IN THE PROTEACEAE [J].
Carlson, Jane E. ;
Holsinger, Kent E. ;
Prunier, Rachel .
EVOLUTION, 2011, 65 (01) :108-124
[18]  
Clausen JC., 1940, Effect of varied environments on western north american plants
[19]   Using Environmental Correlations to Identify Loci Underlying Local Adaptation [J].
Coop, Graham ;
Witonsky, David ;
Di Rienzo, Anna ;
Pritchard, Jonathan K. .
GENETICS, 2010, 185 (04) :1411-1423
[20]   The simple fool's guide to population genomics via RNA-Seq: an introduction to high-throughput sequencing data analysis [J].
De Wit, Pierre ;
Pespeni, Melissa H. ;
Ladner, Jason T. ;
Barshis, Daniel J. ;
Seneca, Francois ;
Jaris, Hannah ;
Therkildsen, Nina Overgaard ;
Morikawa, Megan ;
Palumbi, Stephen R. .
MOLECULAR ECOLOGY RESOURCES, 2012, 12 (06) :1058-1067