🧬 biology

Large-Scale Reproduction of Alzheimer Research on aCommon Dataset Reveals an Information Ceiling on theField’s Evidence

By applying a novel AI-mediated framework (AHA) to reproduce and audit thousands of Alzheimer's disease studies on a common dataset, the authors demonstrate that while the field's reported predictive performance can be replicated at scale, the available data is fundamentally information-insufficient to distinguish between competing hypotheses, revealing a ceiling on the evidence that explains the field's divergent research trajectories.

M. Antony Ewing2026-07-09
🧬 biology

Behavioral, neurobiological, and physiological effects of music exposure in murine models: A systematic review

This systematic review of 65 murine studies concludes that music exposure significantly enhances behavioral, neurobiological, and physiological outcomes in rats, though methodological heterogeneity necessitates further standardized research to clarify mechanisms and confirm translational potential for humans.

Nour El Zahraa Mallah, Laura Navarro, Tomás Sobrino, Alberto Ouro, Federico Martinón-Torres, Alberto Gómez-Carballa, Ant (…)2026-07-09
🧬 biology

The PRIDE Affinity-Proteomics Archive (PRIDE-AP): Making Affinity Proteomics Data FAIR

The paper introduces PRIDE-AP, a new FAIR-compliant, open-data repository within the PRIDE infrastructure that addresses the lack of a dedicated archive for high-throughput affinity proteomics by enabling standardized submission, validation, and cross-technology integration of datasets to accelerate biomarker discovery.

Deepti J. Kundu, Asier Larrea-Sebal, Selvakumar Kamatchinathan, Chakradhar Bandla, Nithu Sara John, Nandana Madhusoodana (…)2026-07-09
🧬 biology

Learning epidemics: a compartmental and network approach to how artificial intelligence literacy spreads inside organizations

This paper reframes the spread of artificial intelligence literacy within organizations as a contagion process, demonstrating through network epidemiology and machine learning that learning retention is primarily driven by structural communication network properties and an individual's position within them rather than just personal attributes.

Onicio Batista Leal Neto, Julia Nicolau, Alexandre Santilli2026-07-09
🧬 biology

Differential Alterations of Gut Microbiota in Girls with Isolated Obesity, Isolated Precocious Puberty, and Their Comorbidity

This study reveals that while isolated childhood obesity and precocious puberty in girls exhibit distinct gut microbiota alterations, their comorbidity presents a unique microbial profile characterized by a dramatic depletion of Firmicutes and a massive expansion of Verrucomicrobiota, suggesting a specific dysbiotic ecotype that may drive the pathophysiology of this condition.

Han Xuan, Hou Yangnan, Su Ganglin, Zhang Zhaoxia, Zhang qin, Dong guoqing, Luo xiaoping2026-07-09
🧬 biology

Temporal shift toward deterministic assembly shapes particle‑associated core microbiome for cooperative nitrogen metabolism in small-scale greenhouse shrimp aquaculture systems

In small-scale greenhouse shrimp aquaculture systems, the particle-associated microbiome undergoes a temporal shift from stochastic to deterministic assembly, fostering a functionally convergent and cooperative core consortium that ensures efficient nitrogen metabolism despite geographic variations in taxonomic composition.

Ni Liu, Zhiyuan Yan, Yuxing Xie, Hao Long, Xiaoni Cai, Aiyou Huang, Yanhua Zeng, Zhenyu Xie2026-07-09