ArticleiScience2026
Earth-observation variables identify temperature-centered protein-family covariation across macroalgal genomes.
Article in iScience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Authors and funding
14 authors.
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Abstract
Macroalgal genome-environment associations are difficult to separate from lineage, geography, and uneven genome quality. We describe nine Arabian Gulf genomes and analyze them with 117 published genomes (126 total). We tested protein family (Pfam) profiles against 13 Google Earth Engine variables. Of 87,123 tests, 84 met global Benjamini-Hochberg q < 0.05, and 49 pairs across 30 Pfams retained selected-family q < 0.05 with discovery-consistent direction in all seven post hoc specifications; all 13 pairs meeting global Bonferroni
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