Pfister Catherine A, Berlinghof Johanna, Bogan Maximiliana, Cardini Ulisse, Gobet Angélique, Hamon-Giraud Pauline, Hart Jessica, Jimenez Natalia, Siegel Anne, Stanfield Emma, Vallet Marine, Leblanc Catherine, Rousseau Coralie, Thomas François, Stock Willem, Dittami Simon M
Department of Ecology & Evolution, The University of Chicago, Chicago, Illinois, USA.
Genoa Marine Center, Stazione Zoologica Anton Dohrn, Genoa, Italy.
mSphere. 2025 Jun 25;10(6):e0099624. doi: 10.1128/msphere.00996-24. Epub 2025 Jun 2.
Seaweeds harbor a rich diversity of bacteria, providing them with metabolic resources and a surface for attachment and biofilm development. The host's unique environment potentially shapes the bacterial genomes and promotes adaptations for a symbiotic lifestyle. To investigate whether the genomes of seaweed-associated bacteria are genetically and metabolically distinct from their close free-living relatives in seawater, we compared both the seaweed-associated and free-living counterparts of 72 bacterial genera across 16 seaweed hosts using whole-genome sequences or high-quality metagenome-assembled genomes. While taxonomic affiliation strongly influenced genome characteristics such as GC content, gene number, and size, host association had a lower effect overall. A reduced genome size was suggested only in -associated microbes, while only -associated bacteria had an increased GC content. Metabolic adaptations were indicated from the genomes of seaweed-associated bacteria, including enriched pathways for B vitamin production, complex carbohydrate utilization, and amino acid biosynthesis. In particular, showed the most pronounced differences between host-associated and free-living strains. We further hypothesized that bacteria associated with seaweed might have evolved to complement their host's metabolism and tested this inference by analyzing the genomes of both the seaweed and its 28 bacterial associates but found no evidence for such complementarity. Our analyses of 72 paired bacterial genomes highlighted significant metabolic differences in seaweed-associated strains with implications for carbon, nitrogen, and sulfur cycling in the coastal ocean.
We hypothesized that the unique environment of seaweeds in coastal oceans shapes bacterial genomes and promotes a symbiotic lifestyle. We compared the genomes of bacteria isolated from seaweed with bacteria from the same genus found free-living in seawater. For genome features that included the number of genes, the size of the genome, and the GC content, taxonomy was of greater importance than bacterial lifestyle. When we compared metabolic abilities, we again found a strong effect of taxonomy in determining metabolism. Although several metabolic pathways differed between free-living and host-associated bacteria, this was especially prominent for in the phylum . Notably, bacteria living on seaweeds had an increased occurrence of genes for B vitamin synthesis, complex carbohydrate use, and nitrogen uptake, indicating that bacterial genomes reflect both their evolutionary history and the current environment they inhabit.
海藻中栖息着丰富多样的细菌,这些细菌为海藻提供代谢资源以及附着和生物膜形成的表面。宿主独特的环境可能塑造细菌基因组,并促进其对共生生活方式的适应。为了研究与海藻相关的细菌基因组在遗传和代谢上是否与其在海水中自由生活的近亲不同,我们使用全基因组序列或高质量的宏基因组组装基因组,比较了16种海藻宿主中72个细菌属的与海藻相关和自由生活的对应菌株。虽然分类归属对基因组特征如GC含量、基因数量和大小有很大影响,但宿主关联总体影响较小。仅在与海藻相关的微生物中发现基因组大小减小,而仅与海藻相关的细菌GC含量增加。从与海藻相关的细菌基因组中发现了代谢适应性,包括B族维生素生产、复杂碳水化合物利用和氨基酸生物合成的富集途径。特别是,[具体菌属]在与宿主相关和自由生活的菌株之间表现出最明显的差异。我们进一步假设与海藻相关的细菌可能已经进化以补充其宿主的代谢,并通过分析海藻[具体海藻种类]及其28种细菌共生体的基因组来检验这一推断,但未发现这种互补性的证据。我们对72对细菌基因组的分析突出了与海藻相关菌株在代谢上的显著差异,这对沿海海洋中的碳、氮和硫循环具有重要意义。
我们假设沿海海洋中海藻的独特环境塑造细菌基因组并促进共生生活方式。我们将从海藻中分离出的细菌基因组与在海水中自由生活的同属细菌基因组进行了比较。对于包括基因数量、基因组大小和GC含量在内的基因组特征,分类学比细菌生活方式更重要。当我们比较代谢能力时,我们再次发现分类学在决定代谢方面有很大影响。虽然自由生活和与宿主相关的细菌之间有几种代谢途径不同,但对于[具体菌属所在门]中的[具体菌属]来说尤其明显。值得注意的是,生活在海藻上的细菌中,B族维生素合成、复杂碳水化合物利用和氮吸收相关基因的出现频率增加,这表明细菌基因组既反映了它们的进化历史,也反映了它们当前所处的环境。