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February 2026

A Voronoi cell-based simulation is employed to model cell movement, proliferation, and delamination, incorporating biophysical forces acting both within and between cells and across epithelial layers. The simulation demonstrates centripetal growth in the basal (left panel) and second (right panel) layers of the corneal epithelium. Limbal epithelial stem cells (LESCs) are represented by coloured points located at the periphery of the basal layer, while the colors of cells within the domain indicate distinct LESC lineages. Joniani et al. 2026

Image Credit: Neda Khodabakhsh Joniani

Education Articles

Ten quick tips for using the NIH Comparative Genomics Resource

Eric S. Tvedte, Cecilia Arighi, Matthew B. Carson, Luke V. Rasmussen, Kristi Holmes, Terence D. Murphy

Tutorial for variant interrogation in tumor samples

Riley J. Arseneau, Leah K. MacLean, Jeanette E. Boudreau, Daniel Gaston

Ten common misconceptions about Galaxy (and why they are wrong!)

Wendi Anne Bacon, Bérénice Batut, Sanjay Kumar Srikakulam, Paul Zierep, Anthony Bretaudeau, Björn Grüning, Gildas Le Corguillé, Helge Hecht, John Y. Davis, Hans-Rudolf Hotz, Beatriz Serrano-Solano

Ten simple rules for building a collaborative coding culture

Austin L. Zuckerman, Sarah Faber, Kelly Shen, Anthony R. McIntosh, Ashley L. Juavinett

Perspective

Towards FAIR and federated data ecosystems for interdisciplinary research

Sebastian Beyvers, Jannis Schlegel, Lukas Brehm, Maria Hansen, Alexander Goesmann, Frank Förster

Research Articles

Multiscale segmentation using hierarchical phase-contrast tomography and deep learning

Yang Zhou, Shahab Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, Alexandre Bellier, Maximilian Ackermann, Paul Tafforeau, Peter D. Lee, Claire L. Walsh

A 2D Gabor-wavelet baseline model out-performs a 3D surface model in scene-responsive cortex

Anna Shafer-Skelton, Timothy F. Brady, John T. Serences

Information uncertainty influences learning strategy from sequentially delayed rewards

Sean R. Maulhardt, Alec Solway, Caroline J. Charpentier

BiCLUM: Bilateral contrastive learning for unpaired single-cell multi-omics integration

Yin Guo, Izaskun Mallona, Mark D. Robinson, Limin Li

Modelling chemotaxis of branched cells in complex environments provides insights into immune cell navigation

Jiayi Liu, Jonathan E. Ron, Giulia Rinaldi, Ivanna Williantarra, Antonios Georgantzoglou, Ingrid de Vries, Michael Sixt, Milka Sarris, Nir S. Gov

Modeling human visuomotor adaptation with a disturbance observer framework

Gaurav Sharma, Bernard Marius ’t Hart, Jean-Jacques Orban de Xivry, Denise Y.P. Henriques, Mireille E. Broucke

Phase resetting in human stem cell derived cardiomyocytes explains complex cardiac arrhythmias

Khady Diagne, Thomas M. Bury, Morgan E. Pettebone, Marc W. Deyell, Zachary Laksman, Alvin Shrier, Leon Glass, Gil Bub, Emilia Entcheva

Introducing gold-standard essential gene datasets for Pseudomonas aeruginosa to enhance Tn-Seq analyses

Cléophée Van Maele, Ségolène Caboche, Nathan Nicolau-Guillaumet, Anaëlle Muggeo, Thomas Guillard

Zimin patterns in genomes

Nikol Chantzi, Ioannis Mouratidis, Ilias Georgakopoulos-Soares

Cell atlases and the developmental foundations of the phenotype

Alicia Lou, Mónica Chagoyen, Juan F. Poyatos

A framework for evaluating predicted sperm trajectories in crowded microscopy videos

David Hart, Kylie Cashwell, Anita Bhandari, Jayath Premasinghe, Cameron Schmidt

SpaLSTF: Diffusion-based generative model with BiLSTM and XCA-Transformer for spatial transcriptomics imputation

Lin Yuan, Yufeng Jiang, Boyuan Meng, Qingxiang Wang, Cuihong Wang, De-Shuang Huang

Information theoretic measures of neural and behavioural coupling predict representational drift

Kristine Heiney, Mónika Józsa, Michael E. Rule, Henning Sprekeler, Stefano Nichele, Timothy O’Leary

An age-structured spatially varying coefficient model for high-resolution mapping of vaccination coverage

C. Edson Utazi, Somnath Chaudhuri, Oghenebrume Wariri, Iyanuloluwa D. Olowe, Mohamed Megheib, Andrew J. Tatem

Quantifying the population-level impact of expanded antibiotic treatment for cholera outbreak management

Sharia M. Ahmed, Cormac R. LaPrete, Iza Ciglenecki, Andrew Azman, Daniel T. Leung, Lindsay T. Keegan

Controllable protein design via autoregressive direct coupling analysis conditioned on principal components

Francesco Caredda, Lisa Gennai, Paolo De Los Rios, Andrea Pagnani

PAIRNet: Predicting PIWI cleavage specificity via position-aware RNA interaction modeling

Lin Zeng, Zhenzhen Li, Enzhi Shen, Shikui Tu, Lei Xu

Intercellular forces driving stratification in a two-layer corneal epithelium: Insight from a Voronoi cell-based simulation model

Neda Khodabakhsh Joniani, David Martinez-Martin, Peter S. Kim, James Guy Lyons

Coevolutionary dynamics of cooperation, risk, and cost in collective risk games

Lichen Wang, Shijia Hua, Yuyuan Liu, Liang Zhang, Linjie Liu, Attila Szolnoki

Attractor dynamics of a whole-cortex network model predicts emergence and structure of fMRI co-activation patterns in the mouse brain

Diego Fasoli, Ludovico Coletta, Daniel Gutierrez-Barragan, Silvia Gini, Alessandro Gozzi, Stefano Panzeri

CA-CAE: A deep learning-based multi-omics model for pan-cancer subtype classification and prognosis prediction

Shumei Zhang, Yicheng Lu, Peixian Li, Junxuan Wu, Guohua Wang, Wen Yang

Degradation graphs reveal hidden proteolytic activity in peptidomes

Erik Hartman, Johan Malmström, Jonas Wallin

A topological map of the genetic components of grapevine—Admixture meets SOMmelier machine learning

Anush Baloyan, Tomas Konecny, Emma Hovhannisyan, Nate Zadirako, Maria Nikoghosyan, Hans Binder

How sleeping minds decide: State-specific reconfigurations of lexical decision-making

Tao Xia, Chuan-Peng Hu, Başak Türker, Esteban Munoz Musat, Lionel Naccache, Isabelle Arnulf, Delphine Oudiette, Xiaoqing Hu

Hemodynamic impact of acute liver injury on cardiac function: An in silico study via a closed-loop cardiovascular model

Jiyang Zhang, Zhongyou Li, Lin Feng, Jialu Zhang, Taoping Bai, Wentao Jiang

Viral evolution during primary infection in immunocompromised hosts

Morgan Craig, Xiaoyan Deng, David V. McLeod

Combining seasonal malaria chemoprevention with novel therapeutics for malaria prevention: a mathematical modelling study

Lydia Braunack-Mayer, Josephine Malinga, Narimane Nekkab, Sherrie L. Kelly, Jörg J. Möhrle, Melissa A. Penny

Corrections

Methods

A comparative study of statistical methods for identifying differentially expressed genes in spatial transcriptomics

Yishan Wang, Chenxuan Zang, Ziyi Li, Charles C. Guo, Dejian Lai, Peng Wei

Tracking SARS-CoV-2 genomic variants in wastewater sequencing data with LolliPop

David Dreifuss, Ivan Topolsky, Pelin Icer Baykal, Niko Beerenwinkel

Software

TARPON—A Telomere Analysis and Research Pipeline Optimized for Nanopore

Nathaniel Deimler, David V. Ho, Norbert Paul, Zoë Gill, Peter Baumann

Plastic Arbor: A modern simulation framework for synaptic plasticity—From single synapses to networks of morphological neurons

Jannik Luboeinski, Sebastian Schmitt, Shirin Shafiee, Thorsten Hater, Fabian Bösch, Christian Tetzlaff

PON-Del predictor for sequence retaining protein deletions

Haoyang Zhang, Muhammad Kabir, Mauno Vihinen