1
|
Nijhout HF. Genetic assimilation, robustness and plasticity are key processes in the development and evolution of novel traits. Dev Biol 2025; 523:132-138. [PMID: 40254259 DOI: 10.1016/j.ydbio.2025.04.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Revised: 04/14/2025] [Accepted: 04/16/2025] [Indexed: 04/22/2025]
Abstract
This is a commentary on how C.H. Waddington's experiments in the 1950's, first published in 1953 in a provocatively titled paper "Genetic assimilation of an acquired character," laid the foundation for the field of phenotypic plasticity, and how the ideas he developed eventually led to new ways of understanding phenotypic robustness, plasticity, and how novel traits develop and evolve. The "acquired characters" that Waddington worked with were based on Goldschmidt's ideas of "phenocopies": new phenotypes that develop after an environmental stress that resemble the phenotypes of known mutations. The idea behind genetic assimilation, first outlined by Waddington in 1942, is that existing developmental pathways can be rearranged and redirected through selection to stabilize the phenocopy phenotype, without requiring new mutations. In the short term, Waddington's work led to the discovery of heat shock proteins and the role of Hsp90 in masking defective proteins and allowing the accumulation of cryptic genetic variation. Subsequent studies revealed a host of stabilizing systems that operate at all levels of biological organization that make phenotypes robust to genetic and environmental variation. Many of these resemble homeostatic mechanisms that don't require a stress shock but operate under normal physiological conditions and allow for the accumulation of large amounts of cryptic genetic variation. This cryptic genetic variation can be revealed by mutations or environmental factors that destabilize a homeostatic mechanism. Selection can then act on the phenotypic variants that are produced. This scenario corresponds to the modern phenotype-first hypothesis for the evolution of novel traits that was foreseen by Waddington as early as 1942.
Collapse
Affiliation(s)
- H Frederik Nijhout
- Department of Biology, Duke University, Durham, NC, 27708, United States.
| |
Collapse
|
2
|
Izzat S, Abdullah SM, Sabir MN, Wei WP, Ye BC, Rachid S. Unexpected proteins involved in the regulation of secondary metabolism in Myxococcus xanthus DK1622. Biotechnol Appl Biochem 2025; 72:577-585. [PMID: 39497259 DOI: 10.1002/bab.2682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2024] [Accepted: 10/05/2024] [Indexed: 06/11/2025]
Abstract
Regulating secondary metabolite (SM) in Myxococcus xanthus bears the potential to influence the formation of important natural products with various biological activities. The authors of this study have previously found that the detectable levels of two proteins (4-hydroxyphenylpyruvate dioxygenase [HppD] and a Hsp90-like protein [HtpG]) are affected by ROK inactivation. As evidence, the current study was designed to elucidate the possible role of these two proteins in regulating the SMs' biosynthesis in this bacterium. To begin with, inactivation of the corresponding genes was carried out, and two mutant strains (M. xanthus hppD- and htpG-) were constructed. Subsequently, high-performance liquid chromatography coupled with mass spectrometry analysis for the metabolic extracts of the mutants revealed a significant reduction in the production of several SMs, like DKxanthene, myxalamide A, and myxochromide A, in comparison to the wild type. Furthermore, electrophoretic mobility shift assays using purified ROK protein suggested a direct binding on the genes' promoter region encoding the two proteins under study. It is therefore possible to conclude that hppD and htpG genes are implicated in the bacterium SMs' biosynthetic regulatory cascade, which seems to be directly regulated by the ROK protein. The present study provides additional evidence to a previous investigation showing the pleiotropic regulatory role of ROK on the production of SMs in M. xanthus.
Collapse
Affiliation(s)
- Selar Izzat
- Department of Biology, College of Science, University of Sulaimani, Sulaymaniyah, Kurdistan Region, Iraq
| | - Shahlaa M Abdullah
- Medical Laboratory Science Department, College of Science, University of Raparin, Ranya, Sulaymaniyah, Kurdistan Region, Iraq
| | - Mohammed N Sabir
- Department of Pharmacognosy and Pharmaceutical Chemistry, University of Sulaimani, Sulaymaniyah, Kurdistan Region, Iraq
| | - Wen-Ping Wei
- Lab of Biosystems and Microanalysis, State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China
| | - Bang-Ce Ye
- Lab of Biosystems and Microanalysis, State Key Laboratory of Bioreactor Engineering, East China University of Science and Technology, Shanghai, China
| | - Shwan Rachid
- Department of Molecular Biology, Kurdistan Institution for Strategic Studies and Scientific Researche, Alley 60, Gullabax 335, Shorsh St., Sulaymaniyah, Iraq
| |
Collapse
|
3
|
Nesta DJ, Ledón-Rettig CC. Cryptic genetic variation in brain gene expression precedes the evolution of cannibalism in spadefoot toad tadpoles. Proc Natl Acad Sci U S A 2025; 122:e2418431122. [PMID: 40294283 DOI: 10.1073/pnas.2418431122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 03/10/2025] [Indexed: 04/30/2025] Open
Abstract
The origins of novel behaviors are poorly understood, despite behavior's hypothesized roles in evolution. One model, "genetic accommodation," proposes that selection on ancestral phenotypic plasticity may precede the evolution of novel traits. A critical assumption of genetic accommodation is that ancestral lineages possess heritable genetic variation for trait plasticity that is revealed in novel environments, thereby providing the raw materials for subsequent refinement of the novel trait in derived lineages. Here, we use a combination of behavioral and RNA-seq approaches to test this assumption in the context of a novel tadpole behavior: predatory cannibalism. Cannibalism evolved in the spadefoot genus Spea, where an invertebrate diet induces a carnivorous tadpole morph capable of consuming live conspecific tadpoles. In contrast, closely related Scaphiopus tadpoles do not induce this carnivorous phenotype. Through species comparisons, we found that ancestral Spea likely expressed behavioral plasticity and harbored latent (i.e., "cryptic") genetic variation in brain gene expression plasticity associated with cannibalism-inducing cues. Further, we found that this cryptic genetic variation includes genes specifically associated with a dietary response and cannibalism in derived Spea. Our results suggest that novel behaviors, alongside novel morphologies, can evolve via the process of genetic accommodation. More generally, our results provide key evidence for the plausibility of genetic accommodation, revealing that cryptic genetic variation-the raw material for the evolution of novel traits-exists in natural populations at the level of gene expression.
Collapse
Affiliation(s)
- Dante J Nesta
- Department of Biology, Indiana University, Bloomington, IN 47405
| | | |
Collapse
|
4
|
da Silva Ribeiro T, Lollar MJ, Sprengelmeyer QD, Huang Y, Benson DM, Orr MS, Johnson ZC, Corbett-Detig RB, Pool JE. Recombinant inbred line panels inform the genetic architecture and interactions of adaptive traits in Drosophila melanogaster. G3 (BETHESDA, MD.) 2025; 15:jkaf051. [PMID: 40053834 PMCID: PMC12060232 DOI: 10.1093/g3journal/jkaf051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/26/2024] [Accepted: 02/25/2025] [Indexed: 03/09/2025]
Abstract
The distribution of allelic effects on traits, along with their gene-by-gene and gene-by-environment interactions, contributes to the phenotypes available for selection and the trajectories of adaptive variants. Nonetheless, uncertainty persists regarding the effect sizes underlying adaptations and the importance of genetic interactions. Herein, we aimed to investigate the genetic architecture and the epistatic and environmental interactions involving loci that contribute to multiple adaptive traits using 2 new panels of Drosophila melanogaster recombinant inbred lines (RILs). To better fit our data, we re-implemented functions from R/qtl using additive genetic models. We found 14 quantitative trait loci (QTLs) underlying melanism, wing size, song pattern, and ethanol resistance. By combining our mapping results with population genetic statistics, we identified potential new genes related to these traits. None of the detected QTLs showed clear evidence of epistasis, and our power analysis indicated that we should have seen at least 1 significant interaction if sign epistasis or strong positive epistasis played a pervasive role in trait evolution. In contrast, we did find roles for gene-by-environment interactions involving pigmentation traits. Overall, our data suggest that the genetic architecture of adaptive traits often involves alleles of detectable effect, that strong epistasis does not always play a role in adaptation, and that environmental interactions can modulate the effect size of adaptive alleles.
Collapse
Affiliation(s)
- Tiago da Silva Ribeiro
- Laboratory of Genetics, University of Wisconsin–Madison, Madison, WI 53706, USA
- Department of Integrative Biology, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Matthew J Lollar
- Laboratory of Genetics, University of Wisconsin–Madison, Madison, WI 53706, USA
| | | | - Yuheng Huang
- Laboratory of Genetics, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Derek M Benson
- Laboratory of Genetics, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Megan S Orr
- Laboratory of Genetics, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Zachary C Johnson
- Laboratory of Genetics, University of Wisconsin–Madison, Madison, WI 53706, USA
| | - Russell B Corbett-Detig
- Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA 95064, USA
| | - John E Pool
- Laboratory of Genetics, University of Wisconsin–Madison, Madison, WI 53706, USA
- Department of Integrative Biology, University of Wisconsin–Madison, Madison, WI 53706, USA
| |
Collapse
|
5
|
Russo CJ, Husain K, Murugan A. Soft Modes as a Predictive Framework for Low-Dimensional Biological Systems Across Scales. Annu Rev Biophys 2025; 54:401-426. [PMID: 39971349 PMCID: PMC12079786 DOI: 10.1146/annurev-biophys-081624-030543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
Abstract
All biological systems are subject to perturbations arising from thermal fluctuations, external environments, or mutations. Yet, while biological systems consist of thousands of interacting components, recent high-throughput experiments have shown that their response to perturbations is surprisingly low dimensional: confined to only a few stereotyped changes out of the many possible. In this review, we explore a unifying dynamical systems framework-soft modes-to explain and analyze low dimensionality in biology, from molecules to ecosystems. We argue that this soft mode framework makes nontrivial predictions that generalize classic ideas from developmental biology to disparate systems, namely phenocopying, dual buffering, and global epistasis. While some of these predictions have been borne out in experiments, we discuss how soft modes allow for a surprisingly far-reaching and unifying framework in which to analyze data from protein biophysics to microbial ecology.
Collapse
Affiliation(s)
- Christopher Joel Russo
- James Franck Institute, University of Chicago, Chicago, Illinois, USA
- Program in Biophysical Sciences, University of Chicago, Chicago, Illinois, USA
| | - Kabir Husain
- James Franck Institute, University of Chicago, Chicago, Illinois, USA
- Department of Physics, University College London, London, United Kingdom
| | - Arvind Murugan
- James Franck Institute, University of Chicago, Chicago, Illinois, USA
- Department of Physics, University of Chicago, Chicago, Illinois, USA;
| |
Collapse
|
6
|
Kragler F, Bock R. The biology of grafting and its applications in studying information exchange between plants. NATURE PLANTS 2025; 11:955-966. [PMID: 40200023 DOI: 10.1038/s41477-025-01982-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2024] [Accepted: 03/12/2025] [Indexed: 04/10/2025]
Abstract
Grafting techniques have been used for centuries for trait improvement in agriculture and horticulture. In recent years, technical progress with the grafting of species previously thought to be recalcitrant to the formation of a graft union, and the discovery of new types of information exchange between grafted plants, have stirred renewed interest in the use of grafting as a research tool. In this Review, we describe our current understanding of the molecular and cellular processes involved in the establishment of successful grafts between plants of the same genotype (homografts) or different genotypes (heterografts). We also highlight recent progress with the elucidation of the mechanisms underlying the exchange of macromolecules (small RNAs, messenger RNAs and proteins) across graft junctions as well as the transfer of cell organelles and its role in horizontal gene and genome transfer. Finally, we discuss novel applications of grafting, including new opportunities for transgene-free genetic engineering, and the relevance of grafting in plant evolution.
Collapse
Affiliation(s)
- Friedrich Kragler
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam-Golm, Germany.
| | - Ralph Bock
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam-Golm, Germany.
| |
Collapse
|
7
|
Zhang X, Li Z, Chen J, Yang W, He X, Wu P, Chen F, Zhou Z, Ren C, Shan Y, Wen X, Lyubetsky VA, Rusin LY, Chen X, Yang JR. Stereotyped Subclones Revealed by High-Density Single-Cell Lineage Tracing Support Robust Development. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025:e2406208. [PMID: 40307991 DOI: 10.1002/advs.202406208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 03/12/2025] [Indexed: 05/02/2025]
Abstract
Robust development is essential for multicellular organisms. While various mechanisms contributing to developmental robustness are identified at the subcellular level, those at the intercellular and tissue level remain underexplored. This question is approached using a well-established in vitro directed differentiation model recapitulating the in vivo development of lung progenitor cells from human embryonic stem cells. An integrated analysis of high-density cell lineage trees (CLTs) and single-cell transcriptomes of differentiating colonies enabled the resolution of known cell types and developmental hierarchies. This dataset showed little support for the contribution of transcriptional memory to developmental robustness. Nevertheless, stable terminal cell type compositions are observed among many subclones, which enhances developmental robustness because the colony can retain a relatively stable composition even if some subclones are abolished by cell death. Furthermore, it is found that many subclones are formed by sub-CLTs resembling each other in terms of both terminal cell type compositions and topological structures. The presence of stereotyped sub-CLTs constitutes a novel basis for developmental robustness. Moreover, these results suggest a unique perspective on individual cells' function in the context of stereotyped sub-CLTs, which can bridge the knowledge of the atlas of cell types and how they are organized into functional tissues.
Collapse
Affiliation(s)
- Xiaoyu Zhang
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Zizhang Li
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Jingyu Chen
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Wenjing Yang
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Xingxing He
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Immunology and Microbiology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Peng Wu
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Feng Chen
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Ziwei Zhou
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Chenze Ren
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Yuyan Shan
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
| | - Xiewen Wen
- University Research Facility in 3D Printing, & State Key Laboratory of Ultra-precision Machining Technology, Dept. of ISE, the Hong Kong Polytechnic University, Hong Kong, 999077, China
| | - Vassily A Lyubetsky
- Kharkevich Institute for Information Transmission Problems Russian Academy Sciences, Moscow, 127051, Russia
- Department of Mathematical Logic and Theory of Algorithms, Faculty of Mechanics and Mathematics, Lomonosov Moscow State University, Moscow, 119991, Russia
| | - Leonid Yu Rusin
- Kharkevich Institute for Information Transmission Problems Russian Academy Sciences, Moscow, 127051, Russia
| | - Xiaoshu Chen
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Immunology and Microbiology, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Key Laboratory of Tropical Disease Control, Ministry of Education, Sun Yat-sen University, Guangzhou, 510080, China
| | - Jian-Rong Yang
- Advanced Medical Technology Center, The First Affiliated Hospital, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Department of Genetics and Biomedical Informatics, Zhongshan School of Medicine, Sun Yat-sen University, Guangzhou, 510080, China
- Key Laboratory of Tropical Disease Control, Ministry of Education, Sun Yat-sen University, Guangzhou, 510080, China
| |
Collapse
|
8
|
Skrabalak I, Rajtak A, Malachowska B, Skrzypczak N, Skalina KA, Guha C, Kotarski J, Okla K. Therapy resistance: Modulating evolutionarily conserved heat shock protein machinery in cancer. Cancer Lett 2025; 616:217571. [PMID: 39986370 DOI: 10.1016/j.canlet.2025.217571] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2024] [Revised: 02/16/2025] [Accepted: 02/17/2025] [Indexed: 02/24/2025]
Abstract
Therapy resistance is a major barrier to achieving a cure in cancer patients, often resulting in relapses and mortality. Heat shock proteins (HSPs) are a group of evolutionarily conserved proteins that play a prominent role in the progression of cancer and drug resistance. HSP synthesis is upregulated in cancer cells, facilitating adaptation to various tumor microenvironment (TME) stressors, including nutrient deprivation, exposure to DNA-damaging agents, hypoxia, and immune responses. In this review, we present background information about HSP-mediated cancer therapy resistance. Within this context, we emphasize recent progress in the understanding of HSP machinery, exploring the therapeutic potential of HSPs in cancer treatment.
Collapse
Affiliation(s)
- Ilona Skrabalak
- The First Department of Oncologic Gynecology and Gynecology, Medical University of Lublin, Lublin, Poland
| | - Alicja Rajtak
- The First Department of Oncologic Gynecology and Gynecology, Medical University of Lublin, Lublin, Poland; IOA, 3 Lotnicza St, 20-322 Lublin, Poland
| | - Beata Malachowska
- Department of Radiation Oncology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Natalia Skrzypczak
- Department of Pathology and Clinical Laboratories, University of Michigan, Ann Arbor, MI, USA
| | - Karin A Skalina
- Department of Radiation Oncology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Chandan Guha
- Department of Radiation Oncology, Albert Einstein College of Medicine/Montefiore Medical Center, Bronx, NY, USA
| | - Jan Kotarski
- The First Department of Oncologic Gynecology and Gynecology, Medical University of Lublin, Lublin, Poland
| | - Karolina Okla
- Department of Surgery, University of Michigan, Ann Arbor, MI, USA; Center of Excellence for Cancer Immunology and Immunotherapy, University of Michigan Rogel Cancer Center, Ann Arbor, MI, USA; IOA, 3 Lotnicza St, 20-322 Lublin, Poland.
| |
Collapse
|
9
|
Suzuki Y, Amaya S, Gonzalez P, Becerril D, Aquit S, Davis M, Hoesel M, Chou E, Khong H, Zaia K, Park HS, Nijhout HF, Tjaden B. Molecular mechanisms underlying the evolution of a color polyphenism by genetic accommodation in the tobacco hornworm, Manduca sexta. Proc Natl Acad Sci U S A 2025; 122:e2425004122. [PMID: 40106356 PMCID: PMC11962426 DOI: 10.1073/pnas.2425004122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2024] [Accepted: 02/20/2025] [Indexed: 03/22/2025] Open
Abstract
How organisms evolve under extreme environmental changes is a critical question in the face of global climate change. Genetic accommodation is an evolutionary process by which natural selection acts on novel phenotypes generated through repeated encounters with extreme environments. In this study, polyphenic and monophenic strains of the black mutant tobacco hornworm, Manduca sexta, were evolved via genetic accommodation of heat stress-induced phenotypes, and the molecular differences between the two strains were explored. Transcriptomic analyses showed that epigenetic and hormonal differences underlie the differences between the two strains and their distinct responses to temperature. DNA methylation had diverged between the two strains potentially mediating genetic assimilation. Juvenile hormone (JH) signaling in the polyphenic strain was temperature sensitive, whereas in the monophenic strain, JH signaling remained low at all temperatures. Although 20-hydroxyecdysone titers were elevated under heat shock conditions in both strains, the strains did not differ in the titers. Tyrosine hydroxylase was also found to differ between the two strains at different temperatures, and its expression could be modulated by topical application of a JH analog. Finally, heat shock of unselected black mutants demonstrated that the expression of the JH-response gene, Krüppel-homolog 1 (Kr-h1), increased within the first 30 min of heat shock, suggesting that JH levels respond readily to thermal stress. Our study highlights the critical role that hormones and epigenetics play during genetic accommodation and potentially in the evolution of populations in the face of climate change.
Collapse
Affiliation(s)
- Yuichiro Suzuki
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Stephanie Amaya
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Paula Gonzalez
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Daniela Becerril
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Surisadai Aquit
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Maya Davis
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Madeline Hoesel
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Elizabeth Chou
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Hesper Khong
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Kathryn Zaia
- Department of Biological Sciences, Wellesley College, Wellesley, MA02481
| | - Heidi S. Park
- Department of Infectious Diseases, Massachusetts General Hospital, Boston, MA02114
| | | | - Brian Tjaden
- Department of Computer Sciences, Wellesley College, Wellesley, MA02481
| |
Collapse
|
10
|
Sabarís G, Schuettengruber B, Papadopoulos GL, Coronado-Zamora M, Fitz-James MH, González J, Cavalli G. A mechanistic basis for genetic assimilation in natural fly populations. Proc Natl Acad Sci U S A 2025; 122:e2415982122. [PMID: 40063800 PMCID: PMC11929479 DOI: 10.1073/pnas.2415982122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2024] [Accepted: 01/22/2025] [Indexed: 03/25/2025] Open
Abstract
Genetic assimilation is a process by which a trait originally driven by the environment becomes independent of the initial cue and is expressed constitutively in a population. More than seven decades have passed since Waddington's pioneering demonstration of the acquisition of morphological traits through genetic assimilation, but the underlying mechanism remains unknown. Here, we address this gap by performing combined genomic analyses of Waddington's genetic assimilation experiments using the ectopic veins (EV) phenocopy in Drosophila as a model. Our study reveals the assimilation of EV in both outbred and inbred fly natural populations, despite their limited genetic diversity. We identified key changes in the expression of developmental genes and pinpointed selected alleles involved in EV assimilation. The assimilation of EV is mainly driven by the selection of regulatory alleles already present in the ancestral populations, including the downregulation of the receptor tyrosine kinase gene Cad96Ca by the insertion of a transposable element in its 3' untranslated region. The genetic variation at this locus in the inbred population is maintained by a large chromosomal inversion. In outbred populations, the evolution of EV results from a polygenic response shaped by the selective environment. Our results support a model in which selection for multiple preexisting alleles in the ancestral population, rather than stress-induced genetic or epigenetic variation, drives the evolution of EV in natural fly populations.
Collapse
Affiliation(s)
- Gonzalo Sabarís
- Institute of Human Genetics, CNRS, University of Montpellier, Montpellier34396 cedex 5, France
| | - Bernd Schuettengruber
- Institute of Human Genetics, CNRS, University of Montpellier, Montpellier34396 cedex 5, France
| | - Giorgio L. Papadopoulos
- Institute of Human Genetics, CNRS, University of Montpellier, Montpellier34396 cedex 5, France
| | - Marta Coronado-Zamora
- Institute of Evolutionary Biology, Agencia Estatal Consejo Superior de Investigaciones Científicas, Universitat Pompeu Fabra, Barcelona08003, Spain
| | | | - Josefa González
- Institute of Evolutionary Biology, Agencia Estatal Consejo Superior de Investigaciones Científicas, Universitat Pompeu Fabra, Barcelona08003, Spain
| | - Giacomo Cavalli
- Institute of Human Genetics, CNRS, University of Montpellier, Montpellier34396 cedex 5, France
| |
Collapse
|
11
|
Worthan SB, Grant MI, Behringer MG. Rho-dependent termination: a bacterial evolutionary capacitor for stress resistance. Transcription 2025:1-14. [PMID: 40044630 DOI: 10.1080/21541264.2025.2474367] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 02/25/2025] [Accepted: 02/26/2025] [Indexed: 03/28/2025] Open
Abstract
Since the Modern Synthesis, interest has grown in resolving the "black box" between genotype and phenotype. Contained within this black box are highly plastic RNA and proteins with global effects on chromosome integrity and gene expression that serve as evolutionary capacitors - elements that enable the accumulation and buffering of genetic variation in normal conditions and reveal hidden genetic variation when induced by environmental stress. Discussion of evolutionary capacitors has primarily focused on eukaryotic translation factors and chaperones, such as Hsp90 and PSI+ prion. However, due to the coupling of transcription and translation in prokaryotes, transcription factors can be equally impactful in the modulation of gene expression and phenotypes. In this review, we discuss the prokaryotic transcription terminator Rho and how mutagenesis and plasticity of Rho influence epistasis, evolvability, and adaptation to stress in bacteria. We discuss the effects of variation in Rho generated by nature, laboratory mutagenesis, and experimental evolution; and how this variation is constrained or encouraged by Rho's extensive network of protein interactors. Exploring Rho's role as an evolutionary capacitor, along with identifying additional elements that can serve this function, can significantly advance our understanding of how organisms adapt to thrive in diverse environments.
Collapse
Affiliation(s)
- Sarah B Worthan
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, TN, USA
| | - Megan I Grant
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
| | - Megan G Behringer
- Department of Biological Sciences, Vanderbilt University, Nashville, TN, USA
- Evolutionary Studies Initiative, Vanderbilt University, Nashville, TN, USA
- Vanderbilt Microbiome Innovation Center, Vanderbilt University, Nashville, TN, USA
| |
Collapse
|
12
|
Parikh RY, Nayak D, Lin H, Gangaraju VK. Drosophila Modulo is essential for transposon silencing and developmental robustness. J Biol Chem 2025; 301:108210. [PMID: 39848495 PMCID: PMC11879677 DOI: 10.1016/j.jbc.2025.108210] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2024] [Revised: 12/31/2024] [Accepted: 01/16/2025] [Indexed: 01/25/2025] Open
Abstract
Transposable element (TE) silencing in the germline is crucial for preserving genome integrity; its absence results in sterility and diminished developmental robustness. The Piwi-interacting RNA (piRNA) pathway is the primary small non-coding RNA mechanism by which TEs are silenced in the germline. Three piRNA binding proteins promote the piRNA pathway function in the germline- P-element-induced wimpy testis (Piwi), Aubergine (Aub), and Argonaute 3 (Ago3). Piwi mediates transcriptional silencing of TEs by promoting the deposition of the heterochromatin mark Histone 3 lysine nine trimethylation (H3K9me3) at TE genomic sites. Aub and Ago3 facilitate post-transcriptional silencing of TEs. Proteins and mechanisms that promote piRNA function in TE silencing are still being discovered. This study demonstrates that the Drosophila Modulo protein, a homolog of mammalian Nucleolin and an epigenetic regulator, is crucial for the enrichment of H3K9me3 at TEs. We show that Modulo interacts with Piwi and operates downstream of the Piwi-piRNA complex's entry into the nucleus. Lack of Modulo function impairs Piwi-interacting protein Panoramix's ability to target transposon RNAs. Furthermore, the reduced function of Modulo in the mother undermines developmental robustness and exacerbates neomorphic Kr[If-1]-induced ectopic eye outgrowths in the offspring. Maternal Modulo enhances developmental robustness by inhibiting TE activation and transcriptome variability associated with intrinsic genetic variation. Thus, Modulo is an essential component of the mechanism that operates in the maternal germline to facilitate TE silencing and ensure developmental robustness in the ensuing generation.
Collapse
Affiliation(s)
- Rasesh Y Parikh
- Department of Biochemistry and Molecular Biology and Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Dhananjaya Nayak
- Department of Biochemistry and Molecular Biology and Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Haifan Lin
- Yale Stem Cell Center and Department of Cell Biology, Yale University, New Haven, Connecticut, USA
| | - Vamsi K Gangaraju
- Department of Biochemistry and Molecular Biology and Hollings Cancer Center, Medical University of South Carolina, Charleston, South Carolina, USA.
| |
Collapse
|
13
|
Bolin LG. Soil microbes influence the ecology and evolution of plant plasticity. THE NEW PHYTOLOGIST 2025; 245:2224-2236. [PMID: 39775550 DOI: 10.1111/nph.20383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Accepted: 12/12/2024] [Indexed: 01/11/2025]
Abstract
Stress often induces plant trait plasticity, and microbial communities also alter plant traits. Therefore, it is unclear how much plasticity results from direct plant responses to stress vs indirect responses due to stress-induced changes in soil microbial communities. To test how microbes and microbial community responses to stress affect the ecology and potentially the evolution of plant plasticity, I grew plants in four stress environments (salt, herbicide, herbivory, and no stress) with microbes that had responded to these same environments or with sterile inoculant. Plants delayed flowering under stress only when inoculated with live microbial communities, and this plasticity was maladaptive. However, microbial communities responded to stress in ways that accelerated flowering across all environments. Microbes also affected the expression of genetic variation for plant flowering time and specific leaf area, as well as genetic variation for plasticity of both traits, and disrupted a positive genetic correlation for plasticity in response to herbicide and herbivory stress, suggesting that microbes may affect the pace of plant evolution. Together, these results highlight an important role for soil microbes in plant plastic responses to stress and suggest that microbes may alter the evolution of plant plasticity.
Collapse
Affiliation(s)
- Lana G Bolin
- Department of Biology, The University of New Mexico, Castetter Hall, 219 Yale Blvd NE, Albuquerque, NM, 87131-0001, USA
| |
Collapse
|
14
|
da Silva Ribeiro T, Lollar MJ, Sprengelmeyer QD, Huang Y, Benson DM, Orr MS, Johnson ZC, Corbett-Detig RB, Pool JE. Recombinant inbred line panels inform the genetic architecture and interactions of adaptive traits in Drosophila melanogaster. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2024.05.14.594228. [PMID: 38798433 PMCID: PMC11118405 DOI: 10.1101/2024.05.14.594228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
The distribution of allelic effects on traits, along with their gene-by-gene and gene-by-environment interactions, contributes to the phenotypes available for selection and the trajectories of adaptive variants. Nonetheless, uncertainty persists regarding the effect sizes underlying adaptations and the importance of genetic interactions. Herein, we aimed to investigate the genetic architecture and the epistatic and environmental interactions involving loci that contribute to multiple adaptive traits using two new panels of Drosophila melanogaster recombinant inbred lines (RILs). To better fit our data, we re-implemented functions from R/qtl (Broman et al. 2003) using additive genetic models. We found 14 quantitative trait loci (QTL) underlying melanism, wing size, song pattern, and ethanol resistance. By combining our mapping results with population genetic statistics, we identified potential new genes related to these traits. None of the detected QTLs showed clear evidence of epistasis, and our power analysis indicated that we should have seen at least one significant interaction if sign epistasis or strong positive epistasis played a pervasive role in trait evolution. In contrast, we did find roles for gene-by-environment interactions involving pigmentation traits. Overall, our data suggest that the genetic architecture of adaptive traits often involves alleles of detectable effect, that strong epistasis does not always play a role in adaptation, and that environmental interactions can modulate the effect size of adaptive alleles.
Collapse
Affiliation(s)
- Tiago da Silva Ribeiro
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, 53706, USA
- Department of Integrative Biology, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Matthew J. Lollar
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | | | - Yuheng Huang
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Derek M. Benson
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Megan S. Orr
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Zachary C. Johnson
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Russell B. Corbett-Detig
- Genomics Institute, University of California, Santa Cruz, Santa Cruz, CA, 95064, USA
- Department of Biomolecular Engineering, University of California, Santa Cruz, Santa Cruz, CA, 95064, USA
| | - John E. Pool
- Laboratory of Genetics, University of Wisconsin-Madison, Madison, WI, 53706, USA
- Department of Integrative Biology, University of Wisconsin-Madison, Madison, WI, 53706, USA
| |
Collapse
|
15
|
Diaz Arenas C, Alvarez M, Wilson RH, Shakhnovich EI, Ogbunugafor CB. Protein Quality Control is a Master Modulator of Molecular Evolution in Bacteria. Genome Biol Evol 2025; 17:evaf010. [PMID: 39837347 PMCID: PMC11789785 DOI: 10.1093/gbe/evaf010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Revised: 01/05/2025] [Accepted: 01/15/2025] [Indexed: 01/23/2025] Open
Abstract
The bacterial protein quality control (PQC) network comprises a set of genes that promote proteostasis (proteome homeostasis) through proper protein folding and function via chaperones, proteases, and protein translational machinery. It participates in vital cellular processes and influences organismal development and evolution. In this review, we examine the mechanistic bases for how the bacterial PQC network influences molecular evolution. We discuss the relevance of PQC components to contemporary issues in evolutionary biology including epistasis, evolvability, and the navigability of protein space. We examine other areas where proteostasis affects aspects of evolution and physiology, including host-parasite interactions. More generally, we demonstrate that the study of bacterial systems can aid in broader efforts to understand the relationship between genotype and phenotype across the biosphere.
Collapse
Affiliation(s)
- Carolina Diaz Arenas
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06520, USA
| | - Maristella Alvarez
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06520, USA
| | - Robert H Wilson
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Eugene I Shakhnovich
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA 02138, USA
| | - C Brandon Ogbunugafor
- Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT 06520, USA
- Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
- Santa Fe Institute, Santa Fe, NM 87501, USA
| |
Collapse
|
16
|
Karras GI, Colombo G, Kravats AN. Hsp90: Bringing it all together. Cell Stress Chaperones 2025; 30:69-79. [PMID: 39889818 PMCID: PMC12013134 DOI: 10.1016/j.cstres.2025.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2025] Open
Abstract
Heat-shock protein 90 (Hsp90) is an ancient and multifaceted protein-folding machine essential for most organisms. The past 40 years have uncovered remarkable complexity in the regulation and function of Hsp90, which dwarfs most other machines in the cell in sophistication. Here, we propose four analogies to illustrate Hsp90's sophistication: a multifunctional Swiss Army knife, an automobile engine and its controls, a switchboard acting as a hub and directing signals, and an orchestra conductor setting the tempo of a symphony. Although each of these analogies represents some key Hsp90 activities, none of them captures the entirety of Hsp90's complexity. Together, these roles enable Hsp90 to support both homeostasis and differentiation, both cellular stability and adaptability. At the 11th International Conference on the Hsp90 Chaperone Machine, the consensus was that to understand this major guardian of proteostasis, we need to study how the many facets of Hsp90's function influence each other. We hope that these analogies will help to conceptually integrate the many roles of Hsp90 in proteostasis and help the field develop the practical applications of Hsp90 modulators.
Collapse
Affiliation(s)
- Georgios Ioannis Karras
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston 77030, TX, USA; Genetics and Epigenetics Graduate Program, The University of Texas MD Anderson Cancer Center, UTHealth Houston Graduate School of Biomedical Sciences, Houston 77030, TX, USA.
| | | | - Andrea N Kravats
- Department of Chemistry and Biochemistry, Miami University, Oxford 45056, OH, USA.
| |
Collapse
|
17
|
Hamamichi K, Takahashi Y. Stochastic variation in foraging traits within inbred lines of Drosophila. PLoS One 2025; 20:e0289864. [PMID: 39820056 PMCID: PMC11737734 DOI: 10.1371/journal.pone.0289864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 10/31/2024] [Indexed: 01/19/2025] Open
Abstract
Investigating the causes and consequences of niche partitioning in populations is a major goal in ecology and evolutionary biology. Previous studies have investigated genetic and environmentally induced variation in resource utility and their ecological implications. However, few studies have explored variability (non-genetic, stochastic variation) as a factor contributing to variation in resource utility. In this study, we studied the variability in foraging traits of Drosophila lutescens, a species of wild fruit fly. Using 70 iso-female lines from a single population, we observed two foraging traits, i.e., locomotive speed and resource preferences, in an "8"-shaped experimental arena containing different types of fruit juices. The mean locomotive speed and relative preference for orange juice over grape juice varied significantly among iso-female lines. Additionally, the degree of intraline variation (variability) was detected a fold-change of larger than 2-fold between the smallest line and the largest line. While the mean locomotive speed itself did not correlate with mean resource preferences, the variability of locomotive speed significantly correlated with that of resource preferences. These results suggest that the degree of variability within inbred lines for both locomotive activity and resource preference is potentially partly genetic and that a shared genetic basis may govern variability in these traits. The variability of a particular trait is considered to interact cooperatively with the variability of several other traits in creating phenotypic intraspecific variation within a population.
Collapse
Affiliation(s)
- Kaiya Hamamichi
- Graduate School of Science and Engineering, Chiba University, Chiba, Japan
| | - Yuma Takahashi
- Graduate School of Science, Chiba University, Chiba, Japan
| |
Collapse
|
18
|
Alseekh S, Klemmer A, Yan J, Guo T, Fernie AR. Embracing plant plasticity or robustness as a means of ensuring food security. Nat Commun 2025; 16:461. [PMID: 39774717 PMCID: PMC11706996 DOI: 10.1038/s41467-025-55872-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2024] [Accepted: 01/03/2025] [Indexed: 01/11/2025] Open
Abstract
The dual challenges of global population explosion and environmental deterioration represent major hurdles for 21st Century agriculture culminating in an unprecedented demand for food security. In this Review, we revisit historical concepts of plasticity and canalization before integrating them with contemporary studies of genotype-environment interactions (G×E) that are currently being carried out at the genome-wide level. In doing so we address both fundamental questions regarding G×E and potential strategies to best secure yields in both current and future climate scenarios.
Collapse
Affiliation(s)
- Saleh Alseekh
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
- Centre of Plant Systems Biology and Biotechnology, 4000, Plovdiv, Bulgaria
| | - Annabella Klemmer
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany
| | - Jianbing Yan
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China
| | - Tingting Guo
- National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China.
| | - Alisdair R Fernie
- Max Planck Institute of Molecular Plant Physiology, Am Mühlenberg 1, 14476, Potsdam-Golm, Germany.
- Centre of Plant Systems Biology and Biotechnology, 4000, Plovdiv, Bulgaria.
| |
Collapse
|
19
|
Biel N, Rashid F, Natua S, Wang TY, Chou TF, Nguyen TVP, Golding I, Kalsotra A, Sokac AM. Reducing Cofilin dosage makes embryos resilient to heat stress. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.02.631102. [PMID: 39803506 PMCID: PMC11722379 DOI: 10.1101/2025.01.02.631102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/23/2025]
Abstract
In addition to regulating the actin cytoskeleton, Cofilin also senses and responds to environmental stress. Cofilin can promote cell survival or death depending on context. Yet, many aspects of Cofilin's role in survival need clarification. Here, we show that exposing early Drosophila embryos to mild heat stress (32°C) induces a Cofilin-mediated Actin Stress Response and upregulation of heat- and ER- stress response genes. However, these responses do not alleviate the negative impacts of heat exposure. Instead, heat stressed embryos show downregulation of hundreds of developmental genes, including determinants of the embryonic body plan, and are less likely to hatch as larvae and adults. Remarkably, reducing Cofilin dosage blunts induction of all stress response pathways, mitigates downregulation of developmental genes, and completely rescues survival. Thus, Cofilin intersects with multiple stress response pathways, and modulates the transcriptomic response to heat stress. Strikingly, Cofilin knockdown emerges as a potent pro-survival manipulation for embryos.
Collapse
Affiliation(s)
- Natalie Biel
- Integrative Molecular and Biomedical Sciences Program, Baylor College of Medicine, Houston, TX, 77030 USA
- Department of Cell and Developmental Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Faizan Rashid
- Department of Cell and Developmental Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
- These authors contributed equally
| | - Subhashis Natua
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
- These authors contributed equally
| | - Ting-Yu Wang
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA
| | - Tsui-Fen Chou
- Proteome Exploration Laboratory, Beckman Institute, California Institute of Technology, Pasadena, CA 91125, USA
| | - Thu Vu Phuc Nguyen
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
- Present address: Department of Molecular Biology, Princeton University, Princeton, NJ 08544, USA
| | - Ido Golding
- Department of Physics, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
- Department of Microbiology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Auinash Kalsotra
- Department of Biochemistry, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
- Carl R. Woese Institute for Genomic Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
- Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Anna Marie Sokac
- Department of Cell and Developmental Biology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
- Lead contact
| |
Collapse
|
20
|
Baker HA, Bernardini JP, Csizmók V, Madero A, Kamat S, Eng H, Lacoste J, Yeung FA, Comyn S, Hui E, Calabrese G, Raught B, Taipale M, Mayor T. The co-chaperone DNAJA2 buffers proteasomal degradation of cytosolic proteins with missense mutations. J Cell Sci 2025; 138:jcs262019. [PMID: 39618332 DOI: 10.1242/jcs.262019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 11/05/2024] [Indexed: 01/11/2025] Open
Abstract
Mutations can disrupt the native function of protein by causing misfolding, which is generally handled by an intricate protein quality control network. To better understand the triaging mechanisms for misfolded cytosolic proteins, we screened a human mutation library to identify a panel of unstable mutations. The degradation of these mutated cytosolic proteins is largely dependent on the ubiquitin proteasome system. Using BioID proximity labelling, we found that the co-chaperones DNAJA1 and DNAJA2 are key interactors with one of the mutated proteins. Notably, the absence of DNAJA2 increases the turnover of the mutant but not the wild-type protein. Our work indicates that specific missense mutations in cytosolic proteins can promote enhanced interactions with molecular chaperones. Assessment of the broader panel of cytosolic mutant proteins shows that the co-chaperone DNAJA2 exhibits two distinct behaviours - acting to stabilize a wide array of cytosolic proteins, including wild-type variants, and to specifically 'buffer' some mutant proteins to reduce their turnover. Our work illustrates how distinct elements of the protein homeostasis network are utilized in the presence of a cytosolic misfolded protein.
Collapse
Affiliation(s)
- Heather A Baker
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Edwin SH Leong Centre for Healthy Aging, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Jonathan P Bernardini
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Veronika Csizmók
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Angel Madero
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Shriya Kamat
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Edwin SH Leong Centre for Healthy Aging, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Hailey Eng
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Jessica Lacoste
- Department of Molecular Genetics, Terrence Donnelly Centre for Cellular & Biomedical Research, University of Toronto, Toronto, ON M5S 3E1, Canada
| | - Faith A Yeung
- Princess Margaret Cancer Centre, University Health Network and Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Sophie Comyn
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Elizabeth Hui
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Gaetano Calabrese
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| | - Brian Raught
- Princess Margaret Cancer Centre, University Health Network and Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Mikko Taipale
- Department of Molecular Genetics, Terrence Donnelly Centre for Cellular & Biomedical Research, University of Toronto, Toronto, ON M5S 3E1, Canada
| | - Thibault Mayor
- Department of Biochemistry and Molecular Biology, Michael Smith Laboratories, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
- Edwin SH Leong Centre for Healthy Aging, University of British Columbia, Vancouver, BC V6T 1Z4, Canada
| |
Collapse
|
21
|
Kong S, Zhu M, Scarpin MR, Pan D, Jia L, Martinez RE, Alamos S, Vadde BVL, Garcia HG, Qian SB, Brunkard JO, Roeder AHK. DRMY1 promotes robust morphogenesis in Arabidopsis by sustaining the translation of cytokinin-signaling inhibitor proteins. Dev Cell 2024; 59:3141-3160.e7. [PMID: 39305905 PMCID: PMC11614703 DOI: 10.1016/j.devcel.2024.08.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 04/15/2024] [Accepted: 08/30/2024] [Indexed: 09/25/2024]
Abstract
Robustness is the invariant development of phenotype despite environmental changes and genetic perturbations. In the Arabidopsis flower bud, four sepals robustly initiate and grow to a constant size to enclose and protect the inner floral organs. We previously characterized the mutant development-related myb-like 1 (drmy1), where 3-5 sepals initiate variably and grow to different sizes, compromising their protective function. The molecular mechanism underlying this loss of robustness was unclear. Here, we show that drmy1 has reduced TARGET OF RAPAMYCIN (TOR) activity, ribosomal content, and translation. Translation reduction decreases the protein level of ARABIDOPSIS RESPONSE REGULATOR7 (ARR7) and ARABIDOPSIS HISTIDINE PHOSPHOTRANSFER PROTEIN 6 (AHP6), two cytokinin-signaling inhibitors that are normally rapidly produced before sepal initiation. The resultant upregulation of cytokinin signaling disrupts robust auxin patterning and sepal initiation. Our work shows that the homeostasis of translation, a ubiquitous cellular process, is crucial for the robust spatiotemporal patterning of organogenesis.
Collapse
Affiliation(s)
- Shuyao Kong
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA; Section of Plant Biology, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853, USA
| | - Mingyuan Zhu
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA; Section of Plant Biology, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853, USA
| | - M Regina Scarpin
- Laboratory of Genetics, University of Wisconsin, Madison, WI 53706, USA
| | - David Pan
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA; Section of Plant Biology, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853, USA
| | - Longfei Jia
- Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Ryan E Martinez
- Laboratory of Genetics, University of Wisconsin, Madison, WI 53706, USA
| | - Simon Alamos
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA; Feedstocks Division, Joint BioEnergy Institute, Emeryville, CA 94608, USA; Department of Plant and Microbial Biology, University of California at Berkeley, Berkeley, CA 94720, USA
| | - Batthula Vijaya Lakshmi Vadde
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA; Section of Plant Biology, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853, USA
| | - Hernan G Garcia
- Biophysics Graduate Group, University of California at Berkeley, Berkeley, CA 94720, USA; Department of Physics, University of California at Berkeley, Berkeley, CA 94720, USA; Institute for Quantitative Biosciences-QB3, University of California at Berkeley, Berkeley, CA 94720, USA; Department of Molecular and Cell Biology, University of California at Berkeley, Berkeley, CA 94720, USA; Chan Zuckerberg Biohub, San Francisco, San Francisco, CA 94158, USA
| | - Shu-Bing Qian
- Division of Nutritional Sciences, Cornell University, Ithaca, NY 14853, USA
| | - Jacob O Brunkard
- Laboratory of Genetics, University of Wisconsin, Madison, WI 53706, USA
| | - Adrienne H K Roeder
- Weill Institute for Cell and Molecular Biology, Cornell University, Ithaca, NY 14853, USA; Section of Plant Biology, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853, USA.
| |
Collapse
|
22
|
Rodrigues NTL, Bland T, Ng K, Hirani N, Goehring NW. Quantitative perturbation-phenotype maps reveal nonlinear responses underlying robustness of PAR-dependent asymmetric cell division. PLoS Biol 2024; 22:e3002437. [PMID: 39652540 PMCID: PMC11627365 DOI: 10.1371/journal.pbio.3002437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Accepted: 10/30/2024] [Indexed: 12/12/2024] Open
Abstract
A key challenge in the development of an organism is to maintain robust phenotypic outcomes in the face of perturbation. Yet, it is often unclear how such robust outcomes are encoded by developmental networks. Here, we use the Caenorhabditis elegans zygote as a model to understand sources of developmental robustness during PAR polarity-dependent asymmetric cell division. By quantitatively linking alterations in protein dosage to phenotype in individual embryos, we show that spatial information in the zygote is read out in a highly nonlinear fashion and, as a result, phenotypes are highly canalized against substantial variation in input signals. Our data point towards robustness of the conserved PAR polarity network that renders polarity axis specification resistant to variations in both the strength of upstream symmetry-breaking cues and PAR protein dosage. Analogously, downstream pathways involved in cell size and fate asymmetry are robust to dosage-dependent changes in the local concentrations of PAR proteins, implying nontrivial complexity in translating PAR concentration profiles into pathway outputs. We propose that these nonlinear signal-response dynamics between symmetry-breaking, PAR polarity, and asymmetric division modules effectively insulate each individual module from variation arising in others. This decoupling helps maintain the embryo along the correct developmental trajectory, thereby ensuring that asymmetric division is robust to perturbation. Such modular organization of developmental networks is likely to be a general mechanism to achieve robust developmental outcomes.
Collapse
Affiliation(s)
| | - Tom Bland
- The Francis Crick Institute, London, United Kingdom
- Institute for the Physics of Living Systems, University College London, London, United Kingdom
| | - KangBo Ng
- The Francis Crick Institute, London, United Kingdom
- Institute for the Physics of Living Systems, University College London, London, United Kingdom
| | - Nisha Hirani
- The Francis Crick Institute, London, United Kingdom
| | - Nathan W. Goehring
- The Francis Crick Institute, London, United Kingdom
- Institute for the Physics of Living Systems, University College London, London, United Kingdom
| |
Collapse
|
23
|
Aguilar-Rodríguez J, Jakobson CM, Jarosz DF. The Hsp90 Molecular Chaperone as a Global Modifier of the Genotype-Phenotype-Fitness Map: An Evolutionary Perspective. J Mol Biol 2024; 436:168846. [PMID: 39481633 PMCID: PMC11608137 DOI: 10.1016/j.jmb.2024.168846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2024] [Revised: 10/24/2024] [Accepted: 10/25/2024] [Indexed: 11/02/2024]
Abstract
Global modifier genes influence the mapping of genotypes onto phenotypes and fitness through their epistatic interactions with genetic variants on a massive scale. The first such factor to be identified, Hsp90, is a highly conserved molecular chaperone that plays a central role in protein homeostasis. Hsp90 is a "hub of hubs" that chaperones proteins engaged in many key cellular and developmental regulatory networks. These clients, which are enriched in kinases, transcription factors, and E3 ubiquitin ligases, drive diverse cellular functions and are themselves highly connected. By contrast to many other hub proteins, the abundance and activity of Hsp90 changes substantially in response to shifting environmental conditions. As a result, Hsp90 modifies the functional impact of many genetic variants simultaneously in a manner that depends on environmental stress. Studies in diverse organisms suggest that this coupling between Hsp90 function and challenging environments exerts a substantial impact on what parts of the genome are visible to natural selection, expanding adaptive opportunities when most needed. In this Perspective, we explore the multifaceted role of Hsp90 as global modifier of the genotype-phenotype-fitness map as well as its implications for evolution in nature and the clinic.
Collapse
Affiliation(s)
- José Aguilar-Rodríguez
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA; Department of Biology, Stanford University, Stanford, CA, USA
| | - Christopher M Jakobson
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Daniel F Jarosz
- Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA, USA; Department of Developmental Biology, Stanford University School of Medicine, Stanford, CA, USA.
| |
Collapse
|
24
|
Gracia B, Montes P, Huang M, Chen J, Karras GI. HSP90 buffers deleterious genetic variations in BRCA1. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.11.15.623783. [PMID: 39605638 PMCID: PMC11601394 DOI: 10.1101/2024.11.15.623783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/29/2024]
Abstract
Protein-folding chaperone HSP90 buffers genetic variation in diverse organisms, but the clinical significance of HSP90 buffering in disease remains unclear. Here, we show that HSP90 buffers mutations in the BRCT domain of BRCA1. HSP90-buffered BRCA1 mutations encode protein variants that retain interactions with partner proteins and rely on HSP90 for protein stability and function in cell survival. Moreover, HSP90-buffered BRCA1 variants confer PARP inhibitor resistance in cancer cell lines. Low-level HSP90 inhibition alleviates this resistance, revealing a cryptic and mutant-specific HSP90-contingent synthetic lethality. Hence, by stabilizing metastable variants across the entirety of the BRCT domain, HSP90 reduces the clinical severity of BRCA1 mutations allowing them to accumulate in populations. We estimate that HSP90 buffers 11% to 28% of known human BRCA1- BRCT missense mutations. Our work extends the clinical significance of HSP90 buffering to a prevalent class of variations in BRCA1 , pioneering its importance in cancer predisposition and therapy resistance.
Collapse
|
25
|
de March CA, Ma N, Billesbølle CB, Tewari J, Llinas Del Torrent C, van der Velden WJC, Ojiro I, Takayama I, Faust B, Li L, Vaidehi N, Manglik A, Matsunami H. Engineered odorant receptors illuminate the basis of odour discrimination. Nature 2024; 635:499-508. [PMID: 39478229 DOI: 10.1038/s41586-024-08126-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 09/26/2024] [Indexed: 11/06/2024]
Abstract
How the olfactory system detects and distinguishes odorants with diverse physicochemical properties and molecular configurations remains poorly understood. Vertebrate animals perceive odours through G protein-coupled odorant receptors (ORs)1. In humans, around 400 ORs enable the sense of smell. The OR family comprises two main classes: class I ORs are tuned to carboxylic acids whereas class II ORs, which represent most of the human repertoire, respond to a wide variety of odorants2. A fundamental challenge in understanding olfaction is the inability to visualize odorant binding to ORs. Here we uncover molecular properties of odorant-OR interactions by using engineered ORs crafted using a consensus protein design strategy3. Because such consensus ORs (consORs) are derived from the 17 major subfamilies of human ORs, they provide a template for modelling individual native ORs with high sequence and structural homology. The biochemical tractability of consORs enabled the determination of four cryogenic electron microscopy structures of distinct consORs with specific ligand recognition properties. The structure of a class I consOR, consOR51, showed high structural similarity to the native human receptor OR51E2 and generated a homology model of a related member of the human OR51 family with high predictive power. Structures of three class II consORs revealed distinct modes of odorant-binding and activation mechanisms between class I and class II ORs. Thus, the structures of consORs lay the groundwork for understanding molecular recognition of odorants by the OR superfamily.
Collapse
Affiliation(s)
- Claire A de March
- Department of Molecular Genetics and Microbiology, Duke University, Durham, NC, USA.
- Institut de Chimie des Substances Naturelles, UPR2301 CNRS, Université Paris-Saclay, Gif-sur-Yvette, France.
| | - Ning Ma
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Christian B Billesbølle
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
| | - Jeevan Tewari
- Department of Molecular Genetics and Microbiology, Duke University, Durham, NC, USA
| | - Claudia Llinas Del Torrent
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
- Laboratory of Computational Medicine, Biostatistics Unit, Faculty of Medicine, Universitat Autònoma Barcelona, Barcelona, Spain
| | - Wijnand J C van der Velden
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA
| | - Ichie Ojiro
- Department of Molecular Genetics and Microbiology, Duke University, Durham, NC, USA
- Department of Food and Nutritional Sciences, University of Shizuoka, Shizuoka, Japan
| | - Ikumi Takayama
- Department of Molecular Genetics and Microbiology, Duke University, Durham, NC, USA
- Department of Biotechnology and Life Science, Tokyo University of Agriculture and Technology, Koganei, Tokyo, Japan
| | - Bryan Faust
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
| | - Linus Li
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA
| | - Nagarajan Vaidehi
- Department of Computational and Quantitative Medicine, Beckman Research Institute of the City of Hope, Duarte, CA, USA.
| | - Aashish Manglik
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, USA.
- Department of Anesthesia and Perioperative Care, University of California, San Francisco, San Francisco, CA, USA.
| | - Hiroaki Matsunami
- Department of Molecular Genetics and Microbiology, Duke University, Durham, NC, USA.
- Department of Neurobiology, Duke Institute for Brain Sciences, Duke University, Durham, NC, USA.
| |
Collapse
|
26
|
Billaud W, Hirsch J, Ribaut V, Tamisier L, Massire A, Szadkowski M, Lopez-Lauri F, Moury B, Lefebvre V. Unveiling pepper immunity's robustness to temperature shifts: insights for empowering future crops. HORTICULTURE RESEARCH 2024; 11:uhae239. [PMID: 39512781 PMCID: PMC11540760 DOI: 10.1093/hr/uhae239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/24/2024] [Accepted: 08/12/2024] [Indexed: 11/15/2024]
Abstract
Boosting plant immunity is an effective alternative to pesticides. However, environmental variations, accentuated by climate change, can compromise immunity. The robustness of a trait corresponds to the absence (or low level) of variation in that trait in the face of an environmental change. Here, we examined two types of robustness, robustness of immunity mean and robustness of immunity variation, and proposed nine quantitative robustness estimators. We characterized the immunity of a set of accessions representative of the natural diversity of pepper (Capsicum annuum L.), to two major pathogens: the oomycete Phytophthora capsici Leon. and potato virus Y. For each pathogen, we measured the immunity of accessions in two contrasting environments in terms of temperature. For each type of robustness and each pathogen, the impact of temperature change on immunity varied between accessions. The robustness estimators proved to be complementary and differed in terms of heritability and ability to discriminate accessions. A positive and significant correlation was observed between immunity and robustness. There was no significant relationship between the robustness of immunity to the two pathogens, but some accessions showed high immunity and robustness against both pathogens. These results justify the need to consider both immunity and robustness to environmental variations in order to select varieties adapted to current and future climate conditions. Phenotypic robustness should also be considered when assessing the "value of sustainable cultivation and use" of future plant varieties, particularly during the application process for protection rights granted from the European Community Plant Variety Office.
Collapse
Affiliation(s)
- William Billaud
- INRAE, GAFL, F-84140 Montfavet, France
- INRAE, Pathologie Végétale, F-84140 Montfavet, France
- Qualisud, Univ Montpellier, Avignon Univ, CIRAD, Institut Agro, Univ de La Réunion, Montpellier, France
| | - Judith Hirsch
- INRAE, Pathologie Végétale, F-84140 Montfavet, France
| | - Valentin Ribaut
- INRAE, GAFL, F-84140 Montfavet, France
- INRAE, Pathologie Végétale, F-84140 Montfavet, France
| | - Lucie Tamisier
- INRAE, GAFL, F-84140 Montfavet, France
- INRAE, Pathologie Végétale, F-84140 Montfavet, France
| | | | | | - Félicie Lopez-Lauri
- Qualisud, Univ Montpellier, Avignon Univ, CIRAD, Institut Agro, Univ de La Réunion, Montpellier, France
- UPRI, ERIT Plant Science Interaction and Innovation, Avignon Université, Avignon, France
| | - Benoît Moury
- INRAE, Pathologie Végétale, F-84140 Montfavet, France
| | | |
Collapse
|
27
|
Li M, Chen DS, Junker IP, Szorenyi FI, Chen GH, Berger AJ, Comeault AA, Matute DR, Ding Y. Ancestral neural circuits potentiate the origin of a female sexual behavior in Drosophila. Nat Commun 2024; 15:9210. [PMID: 39468043 PMCID: PMC11519493 DOI: 10.1038/s41467-024-53610-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 10/14/2024] [Indexed: 10/30/2024] Open
Abstract
Courtship interactions are remarkably diverse in form and complexity among species. How neural circuits evolve to encode new behaviors that are functionally integrated into these dynamic social interactions is unknown. Here we report a recently originated female sexual behavior in the island endemic Drosophila species D. santomea, where females signal receptivity to male courtship songs by spreading their wings, which in turn promotes prolonged songs in courting males. Copulation success depends on this female signal and correlates with males' ability to adjust his singing in such a social feedback loop. Functional comparison of sexual circuitry across species suggests that a pair of descending neurons, which integrates male song stimuli and female internal state to control a conserved female abdominal behavior, drives wing spreading in D. santomea. This co-option occurred through the refinement of a pre-existing, plastic circuit that can be optogenetically activated in an outgroup species. Combined, our results show that the ancestral potential of a socially-tuned key circuit node to engage the wing motor circuit facilitates the expression of a new female behavior in appropriate sensory and motivational contexts. More broadly, our work provides insights into the evolution of social behaviors, particularly female behaviors, and the underlying neural mechanisms.
Collapse
Affiliation(s)
- Minhao Li
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Dawn S Chen
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Ian P Junker
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Guan Hao Chen
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Arnold J Berger
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA
| | - Aaron A Comeault
- Department of Biology, University of North Carolina, Chapel Hill, NC, USA
- School of Environmental and Natural Sciences, Bangor University, Bangor, UK
| | - Daniel R Matute
- Department of Biology, University of North Carolina, Chapel Hill, NC, USA
| | - Yun Ding
- Department of Biology, University of Pennsylvania, Philadelphia, PA, USA.
| |
Collapse
|
28
|
Husain K, Sachdeva V, Ravasio R, Peruzzo M, Liu W, Good BH, Murugan A. Direct and indirect selection in a proofreading polymerase. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.10.14.618309. [PMID: 39464107 PMCID: PMC11507774 DOI: 10.1101/2024.10.14.618309] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/29/2024]
Abstract
The traits that affect evolvability are subject to indirect selection, as these traits affect the course of evolution over many generations rather than the direct replicative fitness of an individual. However, the evolution of evolvability-determining traits is often difficult to study because putative evolvability alleles often have confounding direct fitness effects of unknown origin and size. Here, we study theoretically and experimentally the evolution of mutation rates in proofreading polymerases with orthogonal control of direct and indirect selection. Mutagenic DNA polymerases enjoy a long-time fitness advantage by enhancing the rate of acquiring beneficial mutations. However, this is offset by a short-time fitness penalty, which we trace to a counterintuitive trade-off between mutation rates and activity in proofreading polymerases. Since these fitness effects act on different timescales, no one number characterizes the fitness of a mutator allele. We find unusual dynamic features in the resulting evolutionary dynamics, such as kinetic exclusion, selection by dynamic environments, and Rock-Paper-Scissors dynamics in the absence of ecology. Our work has implications for the evolution of mutation rates and more broadly, evolution in the context of an anti-correlation between mutation rates and short term fitness.
Collapse
Affiliation(s)
- Kabir Husain
- Department of Physics and Astronomy, University College London, United Kingdom
- Department of Physics, University of Chicago, Chicago, IL
| | | | | | | | - Wanqiang Liu
- Department of Physics, University of Chicago, Chicago, IL
| | - Benjamin H Good
- Department of Applied Physics, Stanford University, Stanford, CA
- Department of Biology, Stanford University, Stanford, CA
- Chan Zuckerberg Biohub - San Francisco, San Francisco, CA
| | - Arvind Murugan
- Department of Physics, University of Chicago, Chicago, IL
| |
Collapse
|
29
|
Cai Y, Lv Z, Chen X, Jin K, Mou X. Recent advances in biomaterials based near-infrared mild photothermal therapy for biomedical application: A review. Int J Biol Macromol 2024; 278:134746. [PMID: 39147342 DOI: 10.1016/j.ijbiomac.2024.134746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 08/06/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024]
Abstract
Mild photothermal therapy (MPTT) generates heat therapeutic effect at the temperature below 45 °C under near-infrared (NIR) irradiation, which has the advantages of controllable treatment efficacy, lower hyperthermia temperatures, reduced dosage, and minimized damage to surrounding tissues. Despite significant progress has been achieved in MPTT, it remains primarily in the stage of basic and clinical research and has not yet seen widespread clinical adoption. Herein, a comprehensive overview of the recent NIR MPTT development was provided, aiming to emphasize the mechanism and obstacles, summarize the used photothermal agents, and introduce various biomedical applications such as anti-tumor, wound healing, and vascular disease treatment. The challenges of MPTT were proposed with potential solutions, and the future development direction in MPTT was outlooked to enhance the prospects for clinical translation.
Collapse
Affiliation(s)
- Yu Cai
- Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang 310014, China; Clinical Research Institute, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang 310014, China.
| | - Zhenye Lv
- General Surgery, Cancer Center, Department of Breast Surgery, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou 310014, China
| | - Xiaoyi Chen
- Center for Rehabilitation Medicine, Rehabilitation & Sports Medicine Research Institute of Zhejiang Province, Department of Rehabilitation Medicine, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang 310014, China; Clinical Research Institute, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang 310014, China
| | - Ketao Jin
- Department of Gastrointestinal, Colorectal and Anal Surgery, Affiliated Hangzhou First People's Hospital, School of Medicine, Westlake University, Hangzhou, Zhejiang 310006, China.
| | - Xiaozhou Mou
- Clinical Research Institute, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang 310014, China.
| |
Collapse
|
30
|
Taguchi H, Niwa T. Reconstituted Cell-free Translation Systems for Exploring Protein Folding and Aggregation. J Mol Biol 2024; 436:168726. [PMID: 39074633 DOI: 10.1016/j.jmb.2024.168726] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 07/18/2024] [Accepted: 07/24/2024] [Indexed: 07/31/2024]
Abstract
Protein folding is crucial for achieving functional three-dimensional structures. However, the process is often hampered by aggregate formation, necessitating the presence of chaperones and quality control systems within the cell to maintain protein homeostasis. Despite a long history of folding studies involving the denaturation and subsequent refolding of translation-completed purified proteins, numerous facets of cotranslational folding, wherein nascent polypeptides are synthesized by ribosomes and folded during translation, remain unexplored. Cell-free protein synthesis (CFPS) systems are invaluable tools for studying cotranslational folding, offering a platform not only for elucidating mechanisms but also for large-scale analyses to identify aggregation-prone proteins. This review provides an overview of the extensive use of CFPS in folding studies to date. In particular, we discuss a comprehensive aggregation formation assay of thousands of Escherichia coli proteins conducted under chaperone-free conditions using a reconstituted translation system, along with its derived studies.
Collapse
Affiliation(s)
- Hideki Taguchi
- Cell Biology Center, Institute of Innovative Research, Tokyo Institute of Technology, S2-19, 4259 Nagatsuta, Midori-ku, Yokohama 226-8501, Japan.
| | - Tatsuya Niwa
- Cell Biology Center, Institute of Innovative Research, Tokyo Institute of Technology, S2-19, 4259 Nagatsuta, Midori-ku, Yokohama 226-8501, Japan
| |
Collapse
|
31
|
Mackay TFC, Anholt RRH. Pleiotropy, epistasis and the genetic architecture of quantitative traits. Nat Rev Genet 2024; 25:639-657. [PMID: 38565962 PMCID: PMC11330371 DOI: 10.1038/s41576-024-00711-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/14/2024] [Indexed: 04/04/2024]
Abstract
Pleiotropy (whereby one genetic polymorphism affects multiple traits) and epistasis (whereby non-linear interactions between genetic polymorphisms affect the same trait) are fundamental aspects of the genetic architecture of quantitative traits. Recent advances in the ability to characterize the effects of polymorphic variants on molecular and organismal phenotypes in human and model organism populations have revealed the prevalence of pleiotropy and unexpected shared molecular genetic bases among quantitative traits, including diseases. By contrast, epistasis is common between polymorphic loci associated with quantitative traits in model organisms, such that alleles at one locus have different effects in different genetic backgrounds, but is rarely observed for human quantitative traits and common diseases. Here, we review the concepts and recent inferences about pleiotropy and epistasis, and discuss factors that contribute to similarities and differences between the genetic architecture of quantitative traits in model organisms and humans.
Collapse
Affiliation(s)
- Trudy F C Mackay
- Center for Human Genetics, Clemson University, Greenwood, SC, USA.
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC, USA.
| | - Robert R H Anholt
- Center for Human Genetics, Clemson University, Greenwood, SC, USA.
- Department of Genetics and Biochemistry, Clemson University, Clemson, SC, USA.
| |
Collapse
|
32
|
Condic N, Amiji H, Patel D, Shropshire WC, Lermi NO, Sabha Y, John B, Hanson B, Karras GI. Selection for robust metabolism in domesticated yeasts is driven by adaptation to Hsp90 stress. Science 2024; 385:eadi3048. [PMID: 39052788 PMCID: PMC11410103 DOI: 10.1126/science.adi3048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 12/31/2023] [Accepted: 05/24/2024] [Indexed: 07/27/2024]
Abstract
Protein folding both promotes and constrains adaptive evolution. We uncover this surprising duality in the role of the protein-folding chaperone heat shock protein 90 (Hsp90) in maintaining the integrity of yeast metabolism amid proteotoxic stressors within industrial domestication niches. Ethanol disrupts critical Hsp90-dependent metabolic pathways and exerts strong selective pressure for redundant duplications of key genes within these pathways, yielding the classical genomic signatures of beer and bread domestication. This work demonstrates a mechanism of adaptive canalization in an ecology of major economic importance and highlights Hsp90-dependent variation as an important source of phantom heritability in complex traits.
Collapse
Affiliation(s)
- Natalia Condic
- Department of Genetics, The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
| | - Hatim Amiji
- Department of Genetics, The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
| | - Dipak Patel
- Department of Genetics, The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
| | - William Charles Shropshire
- Center for Infectious Diseases, Department of Epidemiology, Human Genetics and Environmental Sciences, UTHealth School of Public Health at Houston, University of Texas Health Science Center, McGovern Medical School; Houston, TX, USA
- Center for Antimicrobial Resistance and Microbial Genomics, University of Texas Health Science Center McGovern Medical School; Houston, TX, USA
- Current address: The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
| | - Nejla Ozirmak Lermi
- Department of Genetics, The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
| | - Youssef Sabha
- Department of Genetics, The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
| | - Beryl John
- Department of Genetics, The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
| | - Blake Hanson
- Center for Infectious Diseases, Department of Epidemiology, Human Genetics and Environmental Sciences, UTHealth School of Public Health at Houston, University of Texas Health Science Center, McGovern Medical School; Houston, TX, USA
- Center for Antimicrobial Resistance and Microbial Genomics, University of Texas Health Science Center McGovern Medical School; Houston, TX, USA
| | - Georgios Ioannis Karras
- Department of Genetics, The University of Texas MD Anderson Cancer Center; Houston, TX 77030, USA
- Genetics and Epigenetics Graduate Program, The University of Texas MD Anderson Cancer Center, UTHealth Houston Graduate School of Biomedical Sciences; Houston, TX, USA
| |
Collapse
|
33
|
Poyatos JF. Design principles of multi-map variation in biological systems. Phys Biol 2024; 21:043001. [PMID: 38949447 DOI: 10.1088/1478-3975/ad5d6c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 07/01/2024] [Indexed: 07/02/2024]
Abstract
Complexity in biology is often described using a multi-map hierarchical architecture, where the genotype, representing the encoded information, is mapped to the functional level, known as the phenotype, which is then connected to a latent phenotype we refer to as fitness. This underlying architecture governs the processes driving evolution. Furthermore, natural selection, along with other neutral forces, can, in turn, modify these maps. At each level, variation is observed. Here, I propose the need to establish principles that can aid in understanding the transformation of variation within this multi-map architecture. Specifically, I will introduce three, related to the presence of modulators, constraints, and the modular channeling of variation. By comprehending these design principles in various biological systems, we can gain better insights into the mechanisms underlying these maps and how they ultimately contribute to evolutionary dynamics.
Collapse
Affiliation(s)
- Juan F Poyatos
- Logic of Genomic Systems Lab (CNB-CSIC), Madrid 28049, Spain
| |
Collapse
|
34
|
Ghosh S, Bhuniya T, Dey A, Koley M, Roy P, Bera A, Gol D, Chowdhury A, Chowdhury R, Sen S. An Updated Review on KRAS Mutation in Lung Cancer (NSCLC) and Its Effects on Human Health. Appl Biochem Biotechnol 2024; 196:4661-4678. [PMID: 37897621 DOI: 10.1007/s12010-023-04748-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/17/2023] [Indexed: 10/30/2023]
Abstract
The largest cause of cancer-related fatalities worldwide is lung cancer. In its early stages, lung cancer often exhibits no signs or symptoms. Its signs and symptoms often appear when the condition is advanced. The Kirsten rat sarcoma virus oncogene homolog is one of the most frequently mutated oncogenes found in non-small cell lung cancer. Patients who have these mutations may do worse than those who do not, in terms of survival. To understand the nuances in order to choose the best treatment options for each patient, including combination therapy and potential resistance mechanisms, given the quick development of pharmaceuticals, it is necessary to know the factors that might contribute to this disease. It has been observed that single nucleotide polymorphisms altering let-7 micro-RNA might impact cancer propensity. On the other hand, gefitinib fails to stop the oncogenic protein from directly interacting with phosphoinositide3-kinase, which may explain its resistance towards cancer cells. Additionally, Atorvastatin may be able to overpower gefitinib resistance in these cancer cells that have this mutation regardless of the presence of phosphatidylinositol-4,5-bisphosphate 3-kinase catalytic subunit alpha. De novo lipogenesis is also regulated by this virus. To overcome these effects, several targeted therapies have been proposed. One such therapy is to use inhibitors of focal adhesion kinases. When this is inhibited, viral oncogene mutant cancers are effectively stopped because it functions downstream of the virus. Mutant oncoproteins like epidermal growth factor receptor may depend on Heat Shock protein90 chaperones more frequently than they do on natural counterparts that make it more attractive therapeutic target for this virus. Inhibition of the phosphoinositide 3-kinase pathway is frequent in lung cancer, and fabrication of inhibitors against this pathway can also be an effective therapeutic strategy. Blocking programmed cell death ligand1 is another therapy that may help T cells to recognize and eliminate cancerous cells. This homolog is a challenging therapeutic target due to its complex structural makeup and myriad biological characteristics. Thanks to the unrelenting efforts of medical research, with the use of some inhibitors, immunotherapy, and other combination methods, this problem is currently expected to be overcome.
Collapse
Affiliation(s)
- Subhrojyoti Ghosh
- Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, IIT Madras, Chennai, Tamil Nadu, 600036, India.
| | - Tiyasa Bhuniya
- Department of Biotechnology, NIT Durgapur, Mahatma Gandhi Rd, A-Zone, Durgapur, West Bengal, 713209, India
| | - Anuvab Dey
- Department of Biological Sciences and Bioengineering, North Guwahati, Assam, IIT Guwahati, Assam-781039, India
| | - Madhurima Koley
- Department of Chemistry and Chemical Biology, IIT(ISM), Dhanbad, 826004, India
| | - Preeti Roy
- Department of Biotechnology, Indian Institute of Technology, Mandi, India
| | - Aishi Bera
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Debarshi Gol
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Ankita Chowdhury
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Rajanyaa Chowdhury
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| | - Shinjini Sen
- Department of Biotechnology, Heritage, Institute of Technology, Kolkata, West Bengal, 700107, India
| |
Collapse
|
35
|
Hemagirri M, Chen Y, Gopinath SCB, Sahreen S, Adnan M, Sasidharan S. Crosstalk between protein misfolding and endoplasmic reticulum stress during ageing and their role in age-related disorders. Biochimie 2024; 221:159-181. [PMID: 37918463 DOI: 10.1016/j.biochi.2023.10.019] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 10/25/2023] [Accepted: 10/30/2023] [Indexed: 11/04/2023]
Abstract
Maintaining the proteome is crucial to retaining cell functionality and response to multiple intrinsic and extrinsic stressors. Protein misfolding increased the endoplasmic reticulum (ER) stress and activated the adaptive unfolded protein response (UPR) to restore cell homeostasis. Apoptosis occurs when ER stress is prolonged or the adaptive response fails. In healthy young cells, the ratio of protein folding machinery to quantities of misfolded proteins is balanced under normal circumstances. However, the age-related deterioration of the complex systems for handling protein misfolding is accompanied by ageing-related disruption of protein homeostasis, which results in the build-up of misfolded and aggregated proteins. This ultimately results in decreased cell viability and forms the basis of common age-related diseases called protein misfolding diseases. Proteins or protein fragments convert from their ordinarily soluble forms to insoluble fibrils or plaques in many of these disorders, which build up in various organs such as the liver, brain, or spleen. Alzheimer's, Parkinson's, type II diabetes, and cancer are diseases in this group commonly manifest in later life. Thus, protein misfolding and its prevention by chaperones and different degradation paths are becoming understood from molecular perspectives. Proteodynamics information will likely affect future interventional techniques to combat cellular stress and support healthy ageing by avoiding and treating protein conformational disorders. This review provides an overview of the diverse proteostasis machinery, protein misfolding, and ER stress involvement, which activates the UPR sensors. Here, we will discuss the crosstalk between protein misfolding and ER stress and their role in developing age-related diseases.
Collapse
Affiliation(s)
- Manisekaran Hemagirri
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia
| | - Yeng Chen
- Department of Oral & Craniofacial Sciences, Faculty of Dentistry, University of Malaya, Kuala Lumpur, 50603, Malaysia
| | - Subash C B Gopinath
- Faculty of Chemical Engineering and Technology, Universiti Malaysia Perlis, Arau, 02600, Malaysia
| | - Sumaira Sahreen
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia
| | - Mohd Adnan
- Department of Biology, College of Science, University of Ha'il, Ha'il, P. O. Box 2440, Saudi Arabia.
| | - Sreenivasan Sasidharan
- Institute for Research in Molecular Medicine (INFORMM), Universiti Sains Malaysia, USM, 11800, Pulau Pinang, Malaysia.
| |
Collapse
|
36
|
Tawfeeq MT, Voordeckers K, van den Berg P, Govers SK, Michiels J, Verstrepen KJ. Mutational robustness and the role of buffer genes in evolvability. EMBO J 2024; 43:2294-2307. [PMID: 38719995 PMCID: PMC11183146 DOI: 10.1038/s44318-024-00109-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 03/19/2024] [Accepted: 04/17/2024] [Indexed: 06/19/2024] Open
Abstract
Organisms rely on mutations to fuel adaptive evolution. However, many mutations impose a negative effect on fitness. Cells may have therefore evolved mechanisms that affect the phenotypic effects of mutations, thus conferring mutational robustness. Specifically, so-called buffer genes are hypothesized to interact directly or indirectly with genetic variation and reduce its effect on fitness. Environmental or genetic perturbations can change the interaction between buffer genes and genetic variation, thereby unmasking the genetic variation's phenotypic effects and thus providing a source of variation for natural selection to act on. This review provides an overview of our understanding of mutational robustness and buffer genes, with the chaperone gene HSP90 as a key example. It discusses whether buffer genes merely affect standing variation or also interact with de novo mutations, how mutational robustness could influence evolution, and whether mutational robustness might be an evolved trait or rather a mere side-effect of complex genetic interactions.
Collapse
Affiliation(s)
- Mohammed T Tawfeeq
- VIB-KU Leuven Center for Microbiology, Leuven, Belgium
- Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Karin Voordeckers
- VIB-KU Leuven Center for Microbiology, Leuven, Belgium
- Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Pieter van den Berg
- Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
- Department of Biology, KU Leuven, Leuven, Belgium
| | | | - Jan Michiels
- VIB-KU Leuven Center for Microbiology, Leuven, Belgium
- Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium
| | - Kevin J Verstrepen
- VIB-KU Leuven Center for Microbiology, Leuven, Belgium.
- Department of Microbial and Molecular Systems, KU Leuven, Leuven, Belgium.
| |
Collapse
|
37
|
Levin M. Self-Improvising Memory: A Perspective on Memories as Agential, Dynamically Reinterpreting Cognitive Glue. ENTROPY (BASEL, SWITZERLAND) 2024; 26:481. [PMID: 38920491 PMCID: PMC11203334 DOI: 10.3390/e26060481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/20/2024] [Accepted: 05/22/2024] [Indexed: 06/27/2024]
Abstract
Many studies on memory emphasize the material substrate and mechanisms by which data can be stored and reliably read out. Here, I focus on complementary aspects: the need for agents to dynamically reinterpret and modify memories to suit their ever-changing selves and environment. Using examples from developmental biology, evolution, and synthetic bioengineering, in addition to neuroscience, I propose that a perspective on memory as preserving salience, not fidelity, is applicable to many phenomena on scales from cells to societies. Continuous commitment to creative, adaptive confabulation, from the molecular to the behavioral levels, is the answer to the persistence paradox as it applies to individuals and whole lineages. I also speculate that a substrate-independent, processual view of life and mind suggests that memories, as patterns in the excitable medium of cognitive systems, could be seen as active agents in the sense-making process. I explore a view of life as a diverse set of embodied perspectives-nested agents who interpret each other's and their own past messages and actions as best as they can (polycomputation). This synthesis suggests unifying symmetries across scales and disciplines, which is of relevance to research programs in Diverse Intelligence and the engineering of novel embodied minds.
Collapse
Affiliation(s)
- Michael Levin
- Department of Biology, Allen Discovery Center, Tufts University, 200 Boston Avenue, Suite 4600, Medford, MA 02155-4243, USA
| |
Collapse
|
38
|
Kong S, Zhu M, Scarpin MR, Pan D, Jia L, Martinez RE, Alamos S, Vadde BVL, Garcia HG, Qian SB, Brunkard JO, Roeder AHK. DRMY1 promotes robust morphogenesis by sustaining the translation of cytokinin signaling inhibitor proteins. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.04.07.536060. [PMID: 37066395 PMCID: PMC10104159 DOI: 10.1101/2023.04.07.536060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/18/2023]
Abstract
Robustness is the invariant development of phenotype despite environmental changes and genetic perturbations. In the Arabidopsis flower bud, four sepals robustly initiate and grow to constant size to enclose and protect the inner floral organs. We previously characterized the mutant development related myb-like1 ( drmy1 ), where 3-5 sepals initiate variably and grow to different sizes, compromising their protective function. The molecular mechanism underlying this loss of robustness was unclear. Here, we show that drmy1 has reduced TARGET OF RAPAMYCIN (TOR) activity, ribosomal content, and translation. Translation reduction decreases the protein level of ARABIDOPSIS RESPONSE REGULATOR7 (ARR7) and ARABIDOPSIS HISTIDINE PHOSPHOTRANSFER PROTEIN 6 (AHP6), two cytokinin signaling inhibitors that are normally rapidly produced before sepal initiation. The resultant upregulation of cytokinin signaling disrupts robust auxin patterning and sepal initiation. Our work shows that the homeostasis of translation, a ubiquitous cellular process, is crucial for the robust spatiotemporal patterning of organogenesis.
Collapse
|
39
|
Hale JJ, Matsui T, Goldstein I, Mullis MN, Roy KR, Ville CN, Miller D, Wang C, Reynolds T, Steinmetz LM, Levy SF, Ehrenreich IM. Genome-scale analysis of interactions between genetic perturbations and natural variation. Nat Commun 2024; 15:4234. [PMID: 38762544 PMCID: PMC11102447 DOI: 10.1038/s41467-024-48626-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2023] [Accepted: 04/30/2024] [Indexed: 05/20/2024] Open
Abstract
Interactions between genetic perturbations and segregating loci can cause perturbations to show different phenotypic effects across genetically distinct individuals. To study these interactions on a genome scale in many individuals, we used combinatorial DNA barcode sequencing to measure the fitness effects of 8046 CRISPRi perturbations targeting 1721 distinct genes in 169 yeast cross progeny (or segregants). We identified 460 genes whose perturbation has different effects across segregants. Several factors caused perturbations to show variable effects, including baseline segregant fitness, the mean effect of a perturbation across segregants, and interacting loci. We mapped 234 interacting loci and found four hub loci that interact with many different perturbations. Perturbations that interact with a given hub exhibit similar epistatic relationships with the hub and show enrichment for cellular processes that may mediate these interactions. These results suggest that an individual's response to perturbations is shaped by a network of perturbation-locus interactions that cannot be measured by approaches that examine perturbations or natural variation alone.
Collapse
Affiliation(s)
- Joseph J Hale
- Department of Biological Sciences, Molecular and Computational Biology Section, University of Southern California, Los Angeles, CA, 90089, USA
| | - Takeshi Matsui
- SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA
| | - Ilan Goldstein
- Department of Biological Sciences, Molecular and Computational Biology Section, University of Southern California, Los Angeles, CA, 90089, USA
| | - Martin N Mullis
- Department of Biological Sciences, Molecular and Computational Biology Section, University of Southern California, Los Angeles, CA, 90089, USA
| | - Kevin R Roy
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
| | - Christopher Ne Ville
- Department of Biological Sciences, Molecular and Computational Biology Section, University of Southern California, Los Angeles, CA, 90089, USA
| | - Darach Miller
- SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA
| | - Charley Wang
- Department of Biological Sciences, Molecular and Computational Biology Section, University of Southern California, Los Angeles, CA, 90089, USA
| | - Trevor Reynolds
- Department of Biological Sciences, Molecular and Computational Biology Section, University of Southern California, Los Angeles, CA, 90089, USA
| | - Lars M Steinmetz
- Stanford Genome Technology Center, Stanford University, Palo Alto, CA, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, CA, USA
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Sasha F Levy
- SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA.
- BacStitch DNA, Los Altos, CA, USA.
| | - Ian M Ehrenreich
- Department of Biological Sciences, Molecular and Computational Biology Section, University of Southern California, Los Angeles, CA, 90089, USA.
| |
Collapse
|
40
|
Snir O, Elgart M, Gnainsky Y, Goldsmith M, Ciabrelli F, Dagan S, Aviezer I, Stoops E, Cavalli G, Soen Y. Organ transformation by environmental disruption of protein integrity and epigenetic memory in Drosophila. PLoS Biol 2024; 22:e3002629. [PMID: 38805504 PMCID: PMC11161060 DOI: 10.1371/journal.pbio.3002629] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2023] [Revised: 06/07/2024] [Accepted: 04/16/2024] [Indexed: 05/30/2024] Open
Abstract
Despite significant progress in understanding epigenetic reprogramming of cells, the mechanistic basis of "organ reprogramming" by (epi-)gene-environment interactions remained largely obscure. Here, we use the ether-induced haltere-to-wing transformations in Drosophila as a model for epigenetic "reprogramming" at the whole organism level. Our findings support a mechanistic chain of events explaining why and how brief embryonic exposure to ether leads to haltere-to-wing transformations manifested at the larval stage and on. We show that ether interferes with protein integrity in the egg, leading to altered deployment of Hsp90 and widespread repression of Trithorax-mediated establishment of active H3K4me3 chromatin marks throughout the genome. Despite this global reduction, Ubx targets and wing development genes preferentially retain higher levels of H3K4me3 that predispose these genes for later up-regulation in the larval haltere disc, hence the wing-like outcome. Consistent with compromised protein integrity during the exposure, the penetrance of bithorax transformations increases by genetic or chemical reduction of Hsp90 function. Moreover, joint reduction in Hsp90 and trx gene dosage can cause bithorax transformations without exposure to ether, supporting an underlying epistasis between Hsp90 and trx loss-of-functions. These findings implicate environmental disruption of protein integrity at the onset of histone methylation with altered epigenetic regulation of developmental patterning genes. The emerging picture provides a unique example wherein the alleviation of the Hsp90 "capacitor function" by the environment drives a morphogenetic shift towards an ancestral-like body plan. The morphogenetic impact of chaperone response during a major setup of epigenetic patterns may be a general scheme for organ transformation by environmental cues.
Collapse
Affiliation(s)
- Orli Snir
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Michael Elgart
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Yulia Gnainsky
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Moshe Goldsmith
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Filippo Ciabrelli
- Institute of Human Genetics, UMR9002 CNRS, University of Montpellier, Montpellier, France
| | - Shlomi Dagan
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Iris Aviezer
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Elizabeth Stoops
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| | - Giacomo Cavalli
- Institute of Human Genetics, UMR9002 CNRS, University of Montpellier, Montpellier, France
| | - Yoav Soen
- Department of Biomolecular Sciences, Weizmann Institute of Science, Rehovot, Israel
| |
Collapse
|
41
|
Rohner PT, Moczek AP. Vertically inherited microbiota and environment modifying behaviours conceal genetic variation in dung beetle life history. Proc Biol Sci 2024; 291:20240122. [PMID: 38628120 PMCID: PMC11021930 DOI: 10.1098/rspb.2024.0122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Accepted: 03/15/2024] [Indexed: 04/19/2024] Open
Abstract
Diverse organisms actively manipulate their (sym)biotic and physical environment in ways that feed back on their own development. However, the degree to which these processes affect microevolution remains poorly understood. The gazelle dung beetle both physically modifies its ontogenetic environment and structures its biotic interactions through vertical symbiont transmission. By experimentally eliminating (i) physical environmental modifications and (ii) the vertical inheritance of microbes, we assess how environment modifying behaviour and microbiome transmission shape heritable variation and evolutionary potential. We found that depriving larvae of symbionts and environment modifying behaviours increased additive genetic variance and heritability for development time but not body size. This suggests that larvae's ability to manipulate their environment has the potential to modify heritable variation and to facilitate the accumulation of cryptic genetic variation. This cryptic variation may become released and selectable when organisms encounter environments that are less amenable to organismal manipulation or restructuring. Our findings also suggest that intact microbiomes, which are commonly thought to increase genetic variation of their hosts, may instead reduce and conceal heritable variation. More broadly, our findings highlight that the ability of organisms to actively manipulate their environment may affect the potential of populations to evolve when encountering novel, stressful conditions.
Collapse
Affiliation(s)
- Patrick T. Rohner
- Department of Ecology, Behavior, and Evolution, University of California San Diego, La Jolla, CA 92093, USA
- Department of Biology, Indiana University Bloomington, Bloomington, IN 47405, USA
| | - Armin P. Moczek
- Department of Biology, Indiana University Bloomington, Bloomington, IN 47405, USA
| |
Collapse
|
42
|
Zhao P, Wang C, Sun S, Wang X, Balch WE. Tracing genetic diversity captures the molecular basis of misfolding disease. Nat Commun 2024; 15:3333. [PMID: 38637533 PMCID: PMC11026414 DOI: 10.1038/s41467-024-47520-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 04/04/2024] [Indexed: 04/20/2024] Open
Abstract
Genetic variation in human populations can result in the misfolding and aggregation of proteins, giving rise to systemic and neurodegenerative diseases that require management by proteostasis. Here, we define the role of GRP94, the endoplasmic reticulum Hsp90 chaperone paralog, in managing alpha-1-antitrypsin deficiency on a residue-by-residue basis using Gaussian process regression-based machine learning to profile the spatial covariance relationships that dictate protein folding arising from sequence variants in the population. Covariance analysis suggests a role for the ATPase activity of GRP94 in controlling the N- to C-terminal cooperative folding of alpha-1-antitrypsin responsible for the correction of liver aggregation and lung-disease phenotypes of alpha-1-antitrypsin deficiency. Gaussian process-based spatial covariance profiling provides a standard model built on covariant principles to evaluate the role of proteostasis components in guiding information flow from genome to proteome in response to genetic variation, potentially allowing us to intervene in the onset and progression of complex multi-system human diseases.
Collapse
Affiliation(s)
- Pei Zhao
- Department of Molecular Medicine, Scripps Research, La Jolla, CA, USA
| | - Chao Wang
- Department of Molecular Medicine, Scripps Research, La Jolla, CA, USA.
- Institute of Systems and Physical Biology, Shenzhen Bay Laboratory, Shenzhen, China.
| | - Shuhong Sun
- Department of Molecular Medicine, Scripps Research, La Jolla, CA, USA
- Department of Nutrition and Food Hygiene, Center for Global Health, School of Public Health, Nanjing Medical University, Nanjing, China
- Institute for Brain Tumors, Collaborative Innovation Center for Cancer Personalized Medicine, and Center for Global Health, Nanjing Medical University, Nanjing, China
| | - Xi Wang
- Department of Molecular Medicine, Scripps Research, La Jolla, CA, USA
- National Laboratory of Biomacromolecules, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China
| | - William E Balch
- Department of Molecular Medicine, Scripps Research, La Jolla, CA, USA.
| |
Collapse
|
43
|
Siddiq MA, Duveau F, Wittkopp PJ. Plasticity and environment-specific relationships between gene expression and fitness in Saccharomyces cerevisiae. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.12.589130. [PMID: 38659876 PMCID: PMC11042213 DOI: 10.1101/2024.04.12.589130] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/26/2024]
Abstract
Phenotypic evolution is shaped by interactions between organisms and their environments. The environment influences how an organism's genotype determines its phenotype and how this phenotype affects its fitness. To better understand this dual role of the environment in the production and selection of phenotypic variation, we empirically determined and compared the genotype-phenotype-fitness relationship for mutant strains of the budding yeast Saccharomyces cerevisiae in four environments. Specifically, we measured how mutations in the promoter of the metabolic gene TDH3 modified its expression level and affected its growth on media with four different carbon sources. In each environment, we observed a clear relationship between TDH3 expression level and fitness, but this relationship differed among environments. Genetic variants with similar effects on TDH3 expression in different environments often had different effects on fitness and vice versa. Such environment-specific relationships between phenotype and fitness can shape the evolution of phenotypic plasticity. The set of mutants we examined also allowed us to compare the effects of mutations disrupting binding sites for key transcriptional regulators and the TATA box, which is part of the core promoter sequence. Mutations disrupting the binding sites for the transcription factors had more variable effects on expression among environments than mutations disrupting the TATA box, yet mutations with the most environmentally variable effects on fitness were located in the TATA box. This observation suggests that mutations affecting different molecular mechanisms are likely to contribute unequally to regulatory sequence evolution in changing environments.
Collapse
Affiliation(s)
- Mohammad A. Siddiq
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan
- Authors contributed equally to this work
| | - Fabien Duveau
- Department of Ecology and Evolutionary Biology, University of Michigan
- Laboratory of Biology and Modeling of the Cell, Ecole Normale Supérieure de Lyon, CNRS, Université Claude Bernard Lyon, Université de Lyon, France
- Authors contributed equally to this work
| | - Patricia J. Wittkopp
- Department of Molecular, Cellular, and Developmental Biology, University of Michigan
- Department of Ecology and Evolutionary Biology, University of Michigan
| |
Collapse
|
44
|
Birkemeier M, Swindle A, Bowman J, Lynch VJ. Pervasive loss of regulated necrotic cell death genes in elephants, hyraxes, and sea cows ( Paenungualta). BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.04.04.588129. [PMID: 38617256 PMCID: PMC11014510 DOI: 10.1101/2024.04.04.588129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/16/2024]
Abstract
Gene loss can promote phenotypic differences between species, for example, if a gene constrains phenotypic variation in a trait, its loss allows for the evolution of a greater range of variation or even new phenotypes. Here, we explore the contribution of gene loss to the evolution of large bodies and augmented cancer resistance in elephants. We used genomes from 17 Afrotherian and Xenarthran species to identify lost genes, i.e., genes that have pseudogenized or been completely lost, and Dollo parsimony to reconstruct the evolutionary history of gene loss across species. We unexpectedly discovered a burst of gene losses in the Afrotherian stem lineage and found that the loss of genes with functions in regulated necrotic cell death modes was pervasive in elephants, hyraxes, and sea cows (Paenungulata). Among the lost genes are MLKL and RIPK3, which mediate necroptosis, and sensors that activate inflammasomes to induce pyroptosis, including AIM2, MEFV, NLRC4, NLRP1, and NLRP6. These data suggest that the mechanisms that regulate necrosis and pyroptosis are either extremely derived or potentially lost in these lineages, which may contribute to the repeated evolution of large bodies and cancer resistance in Paenungulates as well as susceptibility to pathogen infection.
Collapse
Affiliation(s)
- Meaghan Birkemeier
- Department of Biological Sciences, University at Buffalo, SUNY, 551 Cooke Hall, Buffalo, NY, USA
| | - Arianna Swindle
- Department of Biological Sciences, University at Buffalo, SUNY, 551 Cooke Hall, Buffalo, NY, USA
| | - Jacob Bowman
- Department of Biological Sciences, University at Buffalo, SUNY, 551 Cooke Hall, Buffalo, NY, USA
| | - Vincent J. Lynch
- Department of Biological Sciences, University at Buffalo, SUNY, 551 Cooke Hall, Buffalo, NY, USA
| |
Collapse
|
45
|
Montrose K, Lac DT, Burnetti AJ, Tong K, Bozdag GO, Hukkanen M, Ratcliff WC, Saarikangas J. Proteostatic tuning underpins the evolution of novel multicellular traits. SCIENCE ADVANCES 2024; 10:eadn2706. [PMID: 38457507 PMCID: PMC10923498 DOI: 10.1126/sciadv.adn2706] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2023] [Accepted: 02/06/2024] [Indexed: 03/10/2024]
Abstract
The evolution of multicellularity paved the way for the origin of complex life on Earth, but little is known about the mechanistic basis of early multicellular evolution. Here, we examine the molecular basis of multicellular adaptation in the multicellularity long-term evolution experiment (MuLTEE). We demonstrate that cellular elongation, a key adaptation underpinning increased biophysical toughness and organismal size, is convergently driven by down-regulation of the chaperone Hsp90. Mechanistically, Hsp90-mediated morphogenesis operates by destabilizing the cyclin-dependent kinase Cdc28, resulting in delayed mitosis and prolonged polarized growth. Reinstatement of Hsp90 or Cdc28 expression resulted in shortened cells that formed smaller groups with reduced multicellular fitness. Together, our results show how ancient protein folding systems can be tuned to drive rapid evolution at a new level of biological individuality by revealing novel developmental phenotypes.
Collapse
Affiliation(s)
- Kristopher Montrose
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki, Helsinki, Finland
- Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - Dung T. Lac
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Anthony J. Burnetti
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Kai Tong
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki, Helsinki, Finland
- Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
- Interdisciplinary Graduate Program in Quantitative Biosciences (QBioS), Georgia Institute of Technology, Atlanta, GA, USA
| | - G. Ozan Bozdag
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Mikaela Hukkanen
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki, Helsinki, Finland
- Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| | - William C. Ratcliff
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Juha Saarikangas
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki, Helsinki, Finland
- Faculty of Biological and Environmental Sciences, University of Helsinki, Helsinki, Finland
| |
Collapse
|
46
|
Bogan SN, Yi SV. Potential Role of DNA Methylation as a Driver of Plastic Responses to the Environment Across Cells, Organisms, and Populations. Genome Biol Evol 2024; 16:evae022. [PMID: 38324384 PMCID: PMC10899001 DOI: 10.1093/gbe/evae022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Revised: 01/09/2024] [Accepted: 01/23/2024] [Indexed: 02/09/2024] Open
Abstract
There is great interest in exploring epigenetic modifications as drivers of adaptive organismal responses to environmental change. Extending this hypothesis to populations, epigenetically driven plasticity could influence phenotypic changes across environments. The canonical model posits that epigenetic modifications alter gene regulation and subsequently impact phenotypes. We first discuss origins of epigenetic variation in nature, which may arise from genetic variation, spontaneous epimutations, epigenetic drift, or variation in epigenetic capacitors. We then review and synthesize literature addressing three facets of the aforementioned model: (i) causal effects of epigenetic modifications on phenotypic plasticity at the organismal level, (ii) divergence of epigenetic patterns in natural populations distributed across environmental gradients, and (iii) the relationship between environmentally induced epigenetic changes and gene expression at the molecular level. We focus on DNA methylation, the most extensively studied epigenetic modification. We find support for environmentally associated epigenetic structure in populations and selection on stable epigenetic variants, and that inhibition of epigenetic enzymes frequently bears causal effects on plasticity. However, there are pervasive confounding issues in the literature. Effects of chromatin-modifying enzymes on phenotype may be independent of epigenetic marks, alternatively resulting from functions and protein interactions extrinsic of epigenetics. Associations between environmentally induced changes in DNA methylation and expression are strong in plants and mammals but notably absent in invertebrates and nonmammalian vertebrates. Given these challenges, we describe emerging approaches to better investigate how epigenetic modifications affect gene regulation, phenotypic plasticity, and divergence among populations.
Collapse
Affiliation(s)
- Samuel N Bogan
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, CA, USA
- Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA, USA
| | - Soojin V Yi
- Department of Ecology, Evolution and Marine Biology, University of California, Santa Barbara, CA, USA
- Department of Molecular, Cellular and Developmental Biology, University of California, Santa Barbara, CA, USA
- Neuroscience Research Institute, University of California, Santa Barbara, CA, USA
| |
Collapse
|
47
|
Ng TH, Harrison MC, Scharsack JP, Kurtz J. Disentangling specific and unspecific components of innate immune memory in a copepod-tapeworm system. Front Immunol 2024; 15:1307477. [PMID: 38348037 PMCID: PMC10859752 DOI: 10.3389/fimmu.2024.1307477] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Accepted: 01/02/2024] [Indexed: 02/15/2024] Open
Abstract
Evidence that the innate immune system can respond with forms of memory upon reinfection has been accumulating over the past few years. These phenomena of "immune priming" in invertebrates, and "trained immunity" in vertebrates, are contrary to previous belief that immune memory and specificity are restricted to the adaptive immune system. However, while trained immunity is usually a response with rather low specificity, immune priming has shown highly specific responses in certain species. To date, it is largely unknown how specificity in innate immune memory can be achieved in response to different parasite types. Here, we revisited a system where an exceptionally high degree of innate immune specificity had been demonstrated for the first time, consisting of the copepod Macrocyclops albidus and its natural parasite, the tapeworm Schistocephalus solidus. Using homologous (same family) vs. heterologous (different family) priming-challenge experiments, we first confirm that copepods exposed to the same parasite family benefit from reduced secondary infections. We further focused on exposed-but-not-infected copepods in primary exposure to employ a transcriptomic approach, distinguishing between immunity that was either specific or unspecific regarding the discrimination between tapeworm types. A weighted gene co-expression network (WGCN) revealed differences between specific and unspecific immunity; while both involved histone modification regulation, specific immunity involved gene-splicing factors, whereas unspecific immunity was primarily involved in metabolic shift. We found a functional enrichment in spliceosome in specific immunity, whereas oxidative phosphorylation and carbon metabolism were enriched in unspecific immunity. Our findings allow discrimination of specific and unspecific components of an innate immune memory, based on gene expression networks, and deepen our understanding of basic aspects of immune systems.
Collapse
Affiliation(s)
- Tze Hann Ng
- *Correspondence: Tze Hann Ng, ; Joachim Kurtz,
| | | | | | - Joachim Kurtz
- Institute for Evolution and Biodiversity, University of Münster, Münster, Germany
| |
Collapse
|
48
|
Montrose K, Lac DT, Burnetti AJ, Tong K, Ozan Bozdag G, Hukkanen M, Ratcliff WC, Saarikangas J. Proteostatic tuning underpins the evolution of novel multicellular traits. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.05.31.543183. [PMID: 37333256 PMCID: PMC10274739 DOI: 10.1101/2023.05.31.543183] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/20/2023]
Abstract
The evolution of multicellularity paved the way for the origin of complex life on Earth, but little is known about the mechanistic basis of early multicellular evolution. Here, we examine the molecular basis of multicellular adaptation in the Multicellularity Long Term Evolution Experiment (MuLTEE). We demonstrate that cellular elongation, a key adaptation underpinning increased biophysical toughness and organismal size, is convergently driven by downregulation of the chaperone Hsp90. Mechanistically, Hsp90-mediated morphogenesis operates by destabilizing the cyclin-dependent kinase Cdc28, resulting in delayed mitosis and prolonged polarized growth. Reinstatement of Hsp90 or Cdc28 expression resulted in shortened cells that formed smaller groups with reduced multicellular fitness. Together, our results show how ancient protein folding systems can be tuned to drive rapid evolution at a new level of biological individuality by revealing novel developmental phenotypes.
Collapse
Affiliation(s)
- Kristopher Montrose
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki
- Faculty of Biological and Environmental Sciences, University of Helsinki
| | - Dung T. Lac
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Anthony J. Burnetti
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Kai Tong
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki
- Faculty of Biological and Environmental Sciences, University of Helsinki
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
- Interdisciplinary Graduate Program in Quantitative Biosciences (QBioS)
| | - G. Ozan Bozdag
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Mikaela Hukkanen
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki
- Faculty of Biological and Environmental Sciences, University of Helsinki
| | - William C. Ratcliff
- School of Biological Sciences, Georgia Institute of Technology, Atlanta, GA, USA
| | - Juha Saarikangas
- Helsinki Institute of Life Science, HiLIFE, University of Helsinki
- Faculty of Biological and Environmental Sciences, University of Helsinki
| |
Collapse
|
49
|
Hale JJ, Matsui T, Goldstein I, Mullis MN, Roy KR, Ville CN, Miller D, Wang C, Reynolds T, Steinmetz LM, Levy SF, Ehrenreich IM. Genome-scale analysis of interactions between genetic perturbations and natural variation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.05.06.539663. [PMID: 38293072 PMCID: PMC10827069 DOI: 10.1101/2023.05.06.539663] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/01/2024]
Abstract
Interactions between genetic perturbations and segregating loci can cause perturbations to show different phenotypic effects across genetically distinct individuals. To study these interactions on a genome scale in many individuals, we used combinatorial DNA barcode sequencing to measure the fitness effects of 7,700 CRISPRi perturbations targeting 1,712 distinct genes in 169 yeast cross progeny (or segregants). We identified 460 genes whose perturbation has different effects across segregants. Several factors caused perturbations to show variable effects, including baseline segregant fitness, the mean effect of a perturbation across segregants, and interacting loci. We mapped 234 interacting loci and found four hub loci that interact with many different perturbations. Perturbations that interact with a given hub exhibit similar epistatic relationships with the hub and show enrichment for cellular processes that may mediate these interactions. These results suggest that an individual's response to perturbations is shaped by a network of perturbation-locus interactions that cannot be measured by approaches that examine perturbations or natural variation alone.
Collapse
Affiliation(s)
- Joseph J. Hale
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Takeshi Matsui
- SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA
| | - Ilan Goldstein
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Martin N. Mullis
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Kevin R. Roy
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
| | - Chris Ne Ville
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Darach Miller
- SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA
| | - Charley Wang
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Trevor Reynolds
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Lars M. Steinmetz
- Stanford Genome Technology Center, Stanford University, Palo Alto, California, USA
- Department of Genetics, Stanford University School of Medicine, Stanford, California, USA
- European Molecular Biology Laboratory, Genome Biology Unit, Heidelberg, Germany
| | - Sasha F. Levy
- SLAC National Accelerator Laboratory, Menlo Park, CA, 94025, USA
- Present address: BacStitch DNA, Los Altos, California, USA
| | - Ian M. Ehrenreich
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, Los Angeles, CA 90089, USA
| |
Collapse
|
50
|
DeLorenzo L, Powder KE. Epigenetics and the evolution of form: Experimental manipulation of a chromatin modification causes species-specific changes to the craniofacial skeleton. Evol Dev 2024; 26:e12461. [PMID: 37850843 PMCID: PMC10842503 DOI: 10.1111/ede.12461] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 08/18/2023] [Accepted: 10/05/2023] [Indexed: 10/19/2023]
Abstract
A central question in biology is the molecular origins of phenotypic diversity. While genetic changes are key to the genotype-phenotype relationship, alterations to chromatin structure and the physical packaging of histone proteins may also be important drivers of vertebrate divergence. We investigate the impact of such an epigenetic mechanism, histone acetylation, within a textbook example of an adaptive radiation. Cichlids of Lake Malawi have adapted diverse craniofacial structures, and here we investigate how histone acetylation influences morphological variation in these fishes. Specifically, we assessed the effect of inhibiting histone deacetylation using the drug trichostatin A (TSA) on developing facial structures. We examined this during three critical developmental windows in two cichlid species with alternate adult morphologies. Exposure to TSA during neural crest cell (NCC) migration and as postmigratory NCCs proliferate in the pharyngeal arches resulted in significant changes in lateral and ventral shape in Maylandia, but not in Tropheops. This included an overall shortening of the head, widening of the lower jaw, and steeper craniofacial profile, all of which are paedomorphic morphologies. In contrast, treatment with TSA during early chondrogenesis did not result in significant morphological changes in either species. Together, these data suggest a sensitivity to epigenetic alterations that are both time- and species-dependent. We find that morphologies are due to nonautonomous or potentially indirect effects on NCC development, including in part a global developmental delay. Our research bolsters the understanding that proper histone acetylation is essential for early craniofacial development and identifies a species-specific robustness to developmental change. Overall, this study demonstrates how epigenetic regulation may play an important role in both generating and buffering morphological variation.
Collapse
Affiliation(s)
- Leah DeLorenzo
- Department of Biological Sciences, Clemson University, Clemson, SC 29634, USA
| | - Kara E. Powder
- Department of Biological Sciences, Clemson University, Clemson, SC 29634, USA
| |
Collapse
|