Article
Multidisciplinary Sciences
Olivier Cotto, Troy Daya
Summary: This study reveals that inferring the underlying genotype-fitness map from observed DFEs is challenging, as many different maps can produce the same DFE. The research also suggests that a random genotype-fitness map would result in the DFE with the largest information entropy, which matches empirical DFEs well.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
(2023)
Article
Biochemistry & Molecular Biology
Pamela A. Cote-Hammarlof, Ines Fragata, Julia Flynn, David Mavor, Konstantin B. Zeldovich, Claudia Bank, Daniel N. A. Bolon
Summary: This study systematically quantifies the cost of adaptation along a large stretch of protein sequence by analyzing approximately 2,300 amino acid changing mutations in the middle domain of the heat shock protein Hsp90. The findings show that most beneficial mutations do not have deleterious effects in other environments, except for one specific environment, diamide.
MOLECULAR BIOLOGY AND EVOLUTION
(2021)
Article
Biochemistry & Molecular Biology
Jin-Xu Dai, Li-Jun Cao, Jin-Cui Chen, Fangyuan Yang, Xiu-Jing Shen, Li-Jun Ma, Ary Anthony Hoffmann, Min Chen, Shu-Jun Wei
Summary: The fall webworm (FWW) invaded China 40 years ago and subsequently diverged into two genetic groups. Based on genome-wide SNPs, we found genetically separated western and eastern groups of FWW, and correlated spatial variation in SNPs with geographical and climatic factors. Our study suggests that invasive species may maintain the evolutionary potential to adapt to heterogeneous environments despite a single invasion event.
Article
Virology
Luis A. Santos, Filipe Almeida, Marta Giria, Joao Trigueiro-Louro, Helena Rebelo-de-Andrade
Summary: This study aimed to evaluate the impact of I298L, K386R, and V517I mutations in PB1 on viral growth and antigen yield. Mutated viruses showed a decrease in viral growth accompanied by a reduction in hemagglutination titer and neuraminidase activity compared to the wild type. Our findings suggest that adaptive evolution in PB1 improves overall viral fitness and has the potential for optimizing influenza vaccine prototypes.
Article
Chemistry, Multidisciplinary
G. George, O. A. Stasyuk, M. Sola, A. J. Stasyuk
Summary: Belt-shaped aromatic compounds are among the most attractive classes of radial pi-conjugated nanocarbon molecules. We propose rules for their design with improved electron-donating properties.
Article
Engineering, Electrical & Electronic
Fuping Zhang, Jieyu Zhao, Xulun Ye, Hao Chen
Summary: In this letter, the authors propose a one-step adaptive spectral clustering network that combines affinity matrix learning, spectral embedding learning, and indicator learning into a unified framework. Experimental results demonstrate the effectiveness of the proposed method in achieving improved clustering performance on multiple real datasets.
IEEE SIGNAL PROCESSING LETTERS
(2022)
Article
Neurosciences
Ana Sanchez Jimenez, Katherine J. Willard, Victoria M. Bajo, Andrew J. King, Fernando R. Nodal
Summary: This study investigates the effect of hearing loss on sound localization and the ability to adapt through training. The findings suggest that individuals can recover their localization accuracy with appropriate training, and this learning can be retained over time. The study also shows that the ability to generalize the learning to other stimuli is correlated with the extent of adaptation.
FRONTIERS IN NEUROSCIENCE
(2023)
Article
Mathematics
Liming Zheng, Shiqi Luo
Summary: In this paper, a novel adaptive differential evolution algorithm based on fitness landscape (FL-ADE) is proposed, which utilizes the local fitness landscape characteristics to adaptively adjust the population size and generate mutation strategies. Experimental results show that the FL-ADE algorithm outperforms other state-of-the-art differential evolution variants and can effectively allocate computational resources for different fitness landscapes.
Article
Biochemistry & Molecular Biology
Catia Pereira, Omar M. Warsi, Dan Andersson
Summary: Experimental evolution studies have shown that weak antibiotic selective pressures can select resistant mutants even at concentrations below the minimum inhibitory concentration (MIC). This study addressed several important questions, including the lowest antibiotic concentrations at which de novo resistance mutations can occur, the types of adaptive mutations that are enriched under weak antibiotic selections, and whether the mutations selected in laboratory settings at subMIC are also observed in clinical isolates. The results showed rapid evolution for all antibiotics tested, with selection for resistance observed at concentrations as low as 1/2000th of the MICsusceptible. The evolved resistant mutants showed increased growth yield and outcompeted the susceptible ancestral strain even in the absence of antibiotics, indicating adaptation to the growth environment. Genomic analysis revealed that some of the mutations selected under these conditions are also found in clinical isolates, highlighting the importance of experimental evolution at very low antibiotic levels in identifying novel mutations contributing to bacterial adaptation during subMIC exposure.
MOLECULAR BIOLOGY AND EVOLUTION
(2023)
Article
Environmental Sciences
Marina Andrijevic, Carl-Friedrich Schleussner, Jesus Crespo Cuaresma, Tabea Lissner, Raya Muttarak, Keywan Riahi, Emily Theokritoff, Adelle Thomas, Nicole van Maanen, Edward Byers
Summary: Most global climate change models and policies do not take into account adaptation or societies' ability to adapt. The authors propose integrating adaptation into these models using the Shared Socioeconomic Pathway scenario framework and quantifying adaptive capacity through socioeconomic indicators. Adaptation needs and capacities vary across regions and are not adequately represented in current global models. The proposed approach provides a way to assess adaptive capacity and deliver relevant information for realistic assessment of climate risks and reduction strategies.
NATURE CLIMATE CHANGE
(2023)
Article
Chemistry, Multidisciplinary
Hannu Laaksonen, Hosna Khajeh, Chethan Parthasarathy, Miadreza Shafie-khah, Nikos Hatziargyriou
Summary: During the ongoing evolution towards more flexible, resilient, and digitalized distribution systems, it is crucial to consider future enabling technologies, control and management methods, operation and planning principles, regulation, as well as market and business models in order to ensure smooth system operations. Integration of intermittent renewable generation, electric vehicles, and industry electrification necessitates the provision of flexibility services to meet varying needs across different time scales, voltage levels, resources, and sectors. Collaboration between system operators and the use of advanced communication technologies will also be essential in the evolution towards fully flexible, resilient, and digitalized electricity distribution networks.
APPLIED SCIENCES-BASEL
(2021)
Article
Computer Science, Artificial Intelligence
Junchu Huang, Shifu Shen, Zhiheng Zhou, Pengyu Zhang, Kefeng Fan
Summary: Domain adaptive object detection achieves performance improvement by constructing a transferable model for unlabeled target images and utilizing well-labeled source images with different distributions. However, most current methods overlook two crucial factors: 1) different areas of an image should not be equally aligned because some areas may contribute more to distribution alignment if they contain more discriminative information for classifying the objects; and 2) the objectives of feature alignment and classification should not be independently optimized as it fails to capture the discriminative information of data. To address these issues, a new domain adaptive object detection model is proposed.
Article
Multidisciplinary Sciences
Emmanuel Tergemina, Ahmed F. Elfarargi, Paulina Flis, Andrea Fulgione, Mehmet Goektay, Celia Neto, Marleen Scholle, Padraic J. Flood, Sophie-Asako Xerri, Johan Zicola, Nina Doering, Herculano Dinis, Ute Kraemer, David E. Salt, Angela M. Hancock
Summary: This study demonstrates a two-step evolutionary process in which nutrient homeostasis was rewired to adapt to extremely low soil manganese conditions. A variant disrupting the iron uptake transporter gene quickly became fixed in the population, increasing manganese but limiting iron in the leaves. Multiple independent gene duplications then compensated for the loss of the iron transporter gene, improving iron homeostasis. This research provides a clear example of a multilocus adaptive walk and sheds light on how genetic variants reshape phenotypes and spread over space and time.
Article
Multidisciplinary Sciences
James S. Horton, Louise M. Flanagan, Robert W. Jackson, Nicholas K. Priest, Tiffany B. Taylor
Summary: Mutational hotspots can determine evolutionary outcomes and make evolution repeatable. Experiments in bacteria reveal that a powerfully deterministic genetic hotspot can be built and broken by a handful of silent mutations, highlighting an underappreciated role for silent genetic variation in determining adaptive outcomes.
NATURE COMMUNICATIONS
(2021)
Article
Multidisciplinary Sciences
Katherine A. Farquharson, Carolyn J. Hogg, Catherine E. Grueber
Summary: This study analyzed pedigree data from 15 long-running vertebrate breeding programs and found generational fitness changes that cannot be explained by known processes such as inbreeding depression.
NATURE COMMUNICATIONS
(2021)
Review
Microbiology
Yuping Li, Joseph Bondy-Denomy
Summary: Bacteriophages encode diverse anti-CRISPR (Acr) proteins that inhibit CRISPR-Cas immunity during infection of their bacterial hosts. Instead of a single phage shutting down CRISPR-Cas immunity, a community of acr-carrying phages cooperate to suppress bacterial immunity, displaying low phage autonomy. Enzymatic Acr proteins with novel mechanisms have been recently revealed and are predicted to enhance phage autonomy, while phage DNA protective measures offer the highest phage autonomy observed. These varied Acr mechanisms and strengths also have unexpected impacts on the bacterial populations and competing phages.
CELL HOST & MICROBE
(2021)
Article
Genetics & Heredity
Sebastien Boyer, Lucas Herissant, Gavin Sherlock
Summary: This study investigated the impact of unpredictable changes in the environment on organism evolution. By alternating between two conditions with different timescales of switching, researchers found that the switch rate and order of conditions influenced adaptation, leading to varied genetic and phenotypic outcomes. These findings suggest that adaptive outcomes are dependent on the specific nature of prevailing environmental conditions.
Article
Biology
Margie Kinnersley, Katja Schwartz, Dong-Dong Yang, Gavin Sherlock, Frank Rosenzweig
Summary: This study conducted experimental evolution on Escherichia coli populations and found that in a resource-limited environment, the spectrum of high-frequency beneficial mutations is narrow when mutational input is increased, resulting in many beneficial mutations arising but few fixing. It was also discovered that mutations mainly revolved around genes related to glucose uptake, global regulation, membrane biogenesis, and most mutations remained at a lower frequency within lineages.
Article
Microbiology
Kimberly S. Vasquez, Lisa Willis, Nate J. Cira, Katharine M. Ng, Miguel F. Pedro, Andres Aranda-Diaz, Manohary Rajendram, Feiqiao Brian Yu, Steven K. Higginbottom, Norma Neff, Gavin Sherlock, Karina B. Xavier, Stephen R. Quake, Justin L. Sonnenburg, Benjamin H. Good, Kerwyn Casey Huang
Summary: By introducing barcoded Escherichia coli strains into germ-free mice, it was found that mutations in genes involved in motility and metabolite utilization are reproducibly selected within days, and coprophagy enforces similar barcode distributions across co-housed mice. Whole-genome sequencing of isolates revealed linked alleles that demonstrate between-host transmission, and a population-genetics model predicts substantial fitness advantages for certain mutants. Treatment with ciprofloxacin suggests an interplay between selection and transmission, with migration accounting for approximately 10% of the resident microbiota each day.
CELL HOST & MICROBE
(2021)
Article
Biochemistry & Molecular Biology
Grace Avecilla, Julie N. Chuong, Fangfei Li, Gavin Sherlock, David Gresham, Yoav Ram
Summary: The rate of adaptive evolution depends on the rate at which beneficial mutations are introduced into a population and their fitness effects. This study estimates the rate at which beneficial copy number variants (CNVs) are introduced and their fitness effects using CNV adaptation dynamics and simulation-based likelihood-free inference approaches. The results demonstrate the importance of CNVs in rapid adaptive evolution and validate the use of neural network-based likelihood-free inference methods for inferring evolutionary rates and effects.
Article
Microbiology
Karan Choudhary, Ziv Itzkovich, Elisa Alonso-Perez, Hend Bishara, Barbara Dunn, Gavin Sherlock, Martin Kupiec
Summary: Sister chromatid cohesion is vital for faithful chromosome segregation, chromosome folding into loops, and gene expression. A multisubunit protein complex known as cohesin holds the sister chromatids from S phase until the anaphase stage. In this study, we explore the function of the essential cohesin subunit Pds5 in the regulation of sister chromatid cohesion. We performed two independent genetic screens to bypass the function of the Pds5 protein. We observe that Pds5 protein is a cohesin stabilizer, and elevating the levels of Mcd1 protein along with SUMO-PCNA accumulation on chromatin can compensate for the loss of the PDS5 gene. In addition, Pds5 plays a role in coordinating the DNA replication and sister chromatid cohesion establishment.
Article
Biotechnology & Applied Microbiology
Fangfei Li, Aditya Mahadevan, Gavin Sherlock
Summary: This study presents an algorithm for inferring the fitness effects and establishment times of beneficial mutations from barcode sequencing data. The algorithm outperforms previous methods and is particularly suitable for low read depth situations. The code and methods are made available for broader use by the microbial evolution community on GitHub.
Article
Biochemistry & Molecular Biology
Fangfei Li, Jason Tarkington, Gavin Sherlock
Summary: The fitness of a genotype is determined by its reproductive success, which is influenced by multiple underlying phenotypes. Measuring fitness is crucial for understanding how changes in cellular components affect a cell's ability to reproduce. This study presents an improved Python-based method for estimating fitness using pooled competition assays.
JOURNAL OF MOLECULAR EVOLUTION
(2023)
Letter
Multidisciplinary Sciences
Leonid Kruglyak, Andreas Beyer, Joshua S. Bloom, Jan Grossbach, Tami D. Lieberman, Christopher P. Mancuso, Matthew S. Rich, Gavin Sherlock, Craig D. Kaplan
Editorial Material
Cell Biology
Jana Helsen, Gavin Sherlock, Gautam Dey
Summary: Evolutionary cell biology explores cellular features and regulatory networks through the lens of evolution via comparative experiments and genomic analyses. This opinion article proposes the potential of using experimental laboratory evolution to gain fresh insight into long-standing questions in cell biology.
TRENDS IN CELL BIOLOGY
(2023)
Article
Genetics & Heredity
Michelle T. Hays, Katja Schwartz, Danica Schmidtke, Dimitra Aggeli, Gavin Sherlock, Geraldine Butler
Summary: This study reveals that retrotransposition events are frequent in yeast cells under nitrogen limited conditions, and many of them are adaptive. However, no beneficial retrotransposition events are observed in continuous culture under nitrogen limited conditions. The findings emphasize that adaptation is influenced by both selective pressure and selection dynamics.
Article
Microbiology
Gabriela Muller, Victor R. de Godoy, Marcelo G. Dario, Eduarda H. Duval, Sergio L. Alves-Jr, Augusto Bucker, Carlos A. Rosa, Barbara Dunn, Gavin Sherlock, Boris U. Stambuk
Summary: By studying the genetic characteristics of different industrial yeast strains used in Brazil for fuel ethanol and cachaca production, it was found that invertase activity may not limit sucrose fermentation. A modified industrial yeast strain with altered sucrose metabolism was able to consume the disaccharide directly and achieve higher ethanol production.
Review
Biotechnology & Applied Microbiology
Darren K. Lam, Gavin Sherlock
Summary: The discovery of Yca1 metacaspase's role in regulating apoptosis in Saccharomyces cerevisiae has shed light on understanding apoptotic mechanisms in yeast. Furthermore, recent studies have revealed the involvement of Yca1 and other metacaspase proteins in various cellular processes, such as cellular proteostasis and cell cycle regulation. This minireview presents recent findings on Yca1, which will facilitate further research on the multifunctionality of metacaspases and novel apoptosis pathways in yeast and other non-metazoans. Additionally, advancements in high-throughput screening technologies are discussed, offering potential solutions for exploring the apoptotic and nonapoptotic functions of metacaspase proteins across different species.
FEMS YEAST RESEARCH
(2023)