🧬 biology

Toward a Methodology for Mosquito Egg Detection and Counting Using Standardized Ovitrap Data in Vector Surveillance

This study presents an end-to-end deep learning framework for automated mosquito egg detection and counting in vector surveillance that achieves high precision and reliable performance across diverse real-world conditions by leveraging a standardized scanning protocol, expert-guided annotation, and a synthetic data generation pipeline trained exclusively on synthetic images.

chirag padubidri, Theodoros Syriopoulos, Angeliki F Martinou, Andreas Kamilaris2026-07-21
🧬 biology

Computational In Silico Screening of Himalayan Phytochemicals Against the Oncogenic Chaperone Protein (AGR2): Exploring Nepal's Biodiversity for Accessible Cancer Therapeutics

This study employs computational in silico screening to identify 11-O-Galloyl bergenin and related Himalayan phytochemicals as novel, high-affinity inhibitors of the oncogenic chaperone AGR2, establishing a preliminary structure-activity relationship for future experimental validation in cancer therapeutics.

Sambriddha Karki2026-07-21
🧬 biology

An Innovative Perspective to Profound Functions of the Brain: Hypothesis of Resonance of Closed Neural Network Geometries

This paper proposes the Resonance of Closed Neural Network Geometries (RCNNG) framework, which posits that perception and consciousness emerge from stable resonant attractors in recurrent neural circuits, where perceptual stability and subjective experience ("innergence") arise from the mapping of input-driven closed neural geometries to their intrinsic resonant identities rather than their physical structures.

Hasan Niazi2026-07-21✓ Author reviewed
🧬 biology

Intergenic small open reading frames in the Antarctic psychrotolerant bacterium Flavobacterium azizsancarii: a genus-wide composition-matched null analysis

This study demonstrates that the Antarctic bacterium *Flavobacterium azizsancarii* and the broader *Flavobacterium* genus exhibit a statistically significant, composition-adjusted excess of intergenic small open reading frames (sORFs) compared to null models, suggesting a genus-wide reservoir of potential sORFs rather than a strain-specific adaptation, though their functional translation and cold-adaptive roles remain unconfirmed.

Cem Boyraz2026-07-21
🧬 biology

Optimization of RNaseRs Digestion and Application for a Comparative Analysis of its Performance Across Vendors

This study evaluates the performance variations of RNaseR enzymes from four different vendors on RNA vaccine drug substance, demonstrating that digestion efficiency is significantly influenced by vendor source, incubation conditions, and buffer composition, with optimized formulations notably enhancing linear RNA degradation.

Pankaj Dwivedi, Faith Osinaga, Kamalika Samanta, Yvonne Shieh, Ravikiran Yerabolu, Nichole Lareau, Richard Rustandi, Mat (…)2026-07-21