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Sponges are key ecosystem engineers that shape, structure and enhance the biodiversity of marine benthic communities globally. Sponge aggregations and reefs are recognized as vulnerable marine ecosystems (or VMEs) due to their susceptibility to damage from bottom-contact fishing gears. Ensuring their long-term sustainability, preservation, and ecosystem functions requires the implementation of sound scientific conservation tools. Here, the genetic diversity, structure, and connectivity of the deep-sea glass sponge, Vazella pourtalesii (Schmidt, 1870), was investigated using 1,102 neutral SNPs obtained in RADseq. This species is distributed across the northwest Atlantic from Florida, USA to Nova Scotia, Canada and we sequenced samples covering this full distribution and provided evidence of strong genetic structure with two distinct clusters: Florida together with the Carolina Shelves and the Scotian Shelf. We estimated moderate levels of diversity with low migration across large distances (> 1000 kms) and high connectivity at smaller scales (< 300 kms). Further, fishing pressure on genetic diversity was evaluated, within two Sponge Conservation Areas (SCAs) on the Scotian Shelf. Those areas have different disturbance histories, and cumulative fishing pressure. Slightly lower levels of genetic diversity were found inside the SCAs, and yet they encompassed a high proportion of the diversity observed within the Scotian Shelf. We provide baseline data for future monitoring of the SCAs, discussing our findings in the light of existing area-based management tools., Competing Interests: Declarations. Competing interests: The authors declare no competing interests., (© 2025. The Author(s).)

The paradigm of large geographic ranges in the deep sea has been challenged by genetic studies, which often reveal putatively widespread species to be several taxa with more restricted ranges. Recently, a phylogeographic study revealed that the tubeworm Sclerolinum contortum (Siboglinidae) inhabits vents and seeps from the Arctic to the Antarctic. Here, we further test the conspecificity of the same populations of S. contortum with additional mitochondrial and nuclear markers. We also investigate the genetic connectivity of another species with putatively the same wide geographic range - Nicomache lokii (Maldanidae). Our results support the present range of S. contortum, and the range of N. lokii is extended from vents and seeps in the Nordic Seas to mud volcanoes in the Barbados Trench and Antarctic vents. Sclerolinum contortum shows more pronounced geographic structure than N. lokii, but whether this is due to different dispersal capacities or reflects the geographic isolation of the sampled localities is unclear. Two distinct mitochondrial lineages of N. lokii are present in the Antarctic, which may result from two independent colonization events. The environmental conditions inhabited by the two species and implications for their distinct habitat preference is discussed.