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It is a central assumption of evolution that gene duplications provide the genetic raw material from which to create proteins with new functions. The increasing availability in multigene family sequences that has resulted from genome projects has inspired the creation of novel in silico approaches to predict details of protein function. The underlying principle of all such approaches is to compare the evolutionary properties of homologous sequence positions in paralogous proteins. It has been proposed that the positions that show switches in substitution rate over time-i.e., "heterotachous sites," are good indicators of functional divergence. Here, we analyzed the alpha and beta paralogous subunits of hemoglobin in search for such signatures. We found as many heterotachous sites in comparisons between groups of paralogous subunits (alpha/beta) as between orthologous ones (alpha/alpha, beta/beta). Thus, the importance of substitution rate shifts as predictors of specialization between protein subfamilies might be reconsidered. Instead, such shifts may reflect a more general process of protein evolution, consistent with the fact that they can be compatible with function conservation. As an alternative, we focused on those residues showing highly constrained states in two sequence groups, but different in each group, and we named them CBD (for "constant but different"). As opposed to heterotachous positions, CBD sites were markedly overrepresented in paralogous (alpha/beta) comparisons, as opposed to orthologous ones (alpha/alpha, beta/beta), identifying them as likely signatures of functional specialization between the two subunits. When superimposed onto the three-dimensional structure of hemoglobin, CBD positions consistently appeared to cluster preferentially on inter-subunit surfaces, two contact areas crucial to function in vertebrate tetrameric hemoglobin. The identification and analysis of CBD sites by complementing structural information with evolutionary data may represent a promising direction for future studies dealing with the functional characterization of a growing number of multigene families identified by complete genome analyses.
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http://dx.doi.org/10.1093/molbev/msg171 | DOI Listing |
Genome Biol
September 2025
National Key Laboratory of Crop Genetic Improvement, Huazhong Agricultural University, Wuhan, 430070, China.
Background: Soil salinization represents a critical global challenge to agricultural productivity, profoundly impacting crop yields and threatening food security. Plant salt-responsive is complex and dynamic, making it challenging to fully elucidate salt tolerance mechanism and leading to gaps in our understanding of how plants adapt to and mitigate salt stress.
Results: Here, we conduct high-resolution time-series transcriptomic and metabolomic profiling of the extremely salt-tolerant maize inbred line, HLZY, and the salt-sensitive elite line, JI853.
Mar Environ Res
September 2025
Shandong Key Laboratory of Coastal Environmental Processes, Yantai, Shandong, 264003, China.
Coastal zones are critical for the biogeochemical cycling of dissolved organic matter (DOM) in marine ecosystems, yet the relative importance of photochemical and microbial degradation in DOM transformation remains poorly understood due to complex hydrodynamics, diverse sources, and human activities. Through 14-day laboratory incubations, we investigated DOM transformation mechanisms from three common marine coastal space uses: port, mariculture and inshore areas adjacent to Yantai City. DOM characterization was performed using fluorescence excitation-emission matrix parallel factor (EEM-PARAFAC) and UV-Vis spectroscopic indices.
View Article and Find Full Text PDFNeural Netw
September 2025
Department of Computer Science and Engineering, Hanyang University ERICA, 15588, South Korea. Electronic address:
In 6G mobile communication systems, various AI-based network functions and applications have been standardized. Federated learning (FL) is adopted as the core learning architecture for 6G systems to avoid privacy leakage from mobile user data. However, in FL, users with non-independent and identically distributed (non-IID) datasets can deteriorate the performance of the global model because the convergence direction of the gradient for each dataset is different, thereby inducing a weight divergence problem.
View Article and Find Full Text PDFMol Biol Evol
September 2025
Department of Laboratory Medicine and Pathology, University of Washington Medical Center, Seattle, Washington, USA.
Human parainfluenza virus 2 (HPIV-2) and human parainfluenza virus 4 (HPIV-4) are significant but underappreciated respiratory pathogens, particularly among high-risk populations including children, the elderly, and immunocompromised individuals. In this study, we sequenced 101 HPIV-2 and HPIV-4 genomes from respiratory samples collected in western Washington State and performed comprehensive evolutionary analyses using both new and publicly available sequences. Phylogenetic and phylodynamic analyses revealed that both HPIV-2 and HPIV-4 evolve at significantly faster rates compared to mumps virus, a reference human orthorubulavirus.
View Article and Find Full Text PDFProc Natl Acad Sci U S A
September 2025
Department of Biology, Duke University, Durham, NC 27708.
Organisms use circadian clocks to synchronize physiological processes to anticipate the Earth's day-night cycles and regulate responses to environmental signals to gain competitive advantage. While divergent genetic clocks have been studied extensively in bacteria, fungi, plants, and animals, an ancient conserved circadian redox rhythm has been recently reported. However, its biological function and physiological outputs remain elusive.
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