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Current Issue of PLoSBiology


Current Issue | PLOS Computational Biology
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April 2025

Studying the propagation of brain oscillations across the cortex is challenging with non-invasive methods. To overcome this, we developed a novel approach that integrates brain imaging techniques with computational modeling. We simulated traveling waves of neural activity in the primary visual cortex and predicted their signatures in magnetoencephalography and electroencephalography recordings. By using carefully designed visual stimuli that evoke traveling waves in visual areas, we provided a proof-of-concept demonstrating the model's validity. Grabot et al. 2025

Image Credit: Eddy Malrat

Education Articles

Logic-based modeling of biological networks with Netflux

Alexander P. Clark, Mukti Chowkwale, Alexander Paap, Stephen Dang, Jeffrey J. Saucerman

Ten simple rules for getting started with knowledge mobilization

Rime Diany, Laura K. Fitzgibbon-Collins, Sarah A. Gagliano Taliun

Ten quick tips to get you started with Bayesian statistics

Olivier Gimenez, Andy Royle, Marc Kéry, Chloé R. Nater

Combining flipped-classroom and spaced-repetition learning in a master-level bioinformatics course

Gabriele Pozzati, Samuel Coulbourn Flores

Eleven quick tips to unlock the power of in vivo data science

Troy J. Kieran, Taronna R. Maines, Jessica A. Belser

Learning and teaching biological data science in the Bioconductor community

Jenny Drnevich, Frederick J. Tan, Fabricio Almeida-Silva, Robert Castelo, Aedin C. Culhane, Sean Davis, Maria A. Doyle, Ludwig Geistlinger, Andrew R. Ghazi, Susan Holmes, Leo Lahti, Alexandru Mahmoud, Kozo Nishida, Marcel Ramos, Kevin Rue-Albrecht, David J. H. Shih, Laurent Gatto, Charlotte Soneson

Perspective

Why the growth of arboviral diseases necessitates a new generation of global risk maps and future projections

Oliver J. Brady, Leonardo S. Bastos, Jamie M. Caldwell, Simon Cauchemez, Hannah E. Clapham, Illaria Dorigatti, Katy A. M. Gaythorpe, Wenbiao Hu, Laith Hussain-Alkhateeb, Michael A. Johansson, Ahyoung Lim, Velma K. Lopez, Richard James Maude, Jane P. Messina, Erin A. Mordecai, Andrew Townsend Peterson, Isabel Rodriquez-Barraquer, Ingrid B. Rabe, Diana P. Rojas, Sadie J. Ryan, Henrik Salje, Jan C. Semenza, Quan Minh Tran

Research Articles

Host centric drug repurposing for viral diseases

Suzana de Siqueira Santos, Haixuan Yang, Aldo Galeano, Alberto Paccanaro

CINner: Modeling and simulation of chromosomal instability in cancer at single-cell resolution

Khanh N. Dinh, Ignacio Vázquez-García, Andrew Chan, Rhea Malhotra, Adam Weiner, Andrew W. McPherson, Simon Tavaré

Spatial structure facilitates evolutionary rescue by drug resistance

Cecilia Fruet, Ella Linxia Müller, Claude Loverdo, Anne-Florence Bitbol

SpaMask: Dual masking graph autoencoder with contrastive learning for spatial transcriptomics

Wenwen Min, Donghai Fang, Jinyu Chen, Shihua Zhang

TIPP3 and TIPP3-fast: Improved abundance profiling in metagenomics

Chengze Shen, Eleanor Wedell, Mihai Pop, Tandy Warnow

Molecular dynamics simulations of human cohesin subunits identify DNA binding sites and their potential roles in DNA loop extrusion

Chenyang Gu, Shoji Takada, Giovanni B. Brandani, Tsuyoshi Terakawa

Seizure and redox rescue in a model of glucose transport deficiency

Jay S. Coggan, Polina Shichkova, Henry Markram, Daniel Keller

scTrans: Sparse attention powers fast and accurate cell type annotation in single-cell RNA-seq data

Zhiyi Zou, Ying Liu, Yuting Bai, Jiawei Luo, Zhaolei Zhang

Quantifying the impact of contact tracing interview prioritisation strategies on disease transmission: A modelling study

Logan Wu, Christopher M Baker, Nicholas Tierney, Kylie Carville, Jodie McVernon, Nick Golding, James M McCaw, Freya M Shearer

Segmentation of dense and multi-species bacterial colonies using models trained on synthetic microscopy images

Vincent Hickl, Abid Khan, René M. Rossi, Bruno F. B. Silva, Katharina Maniura-Weber

The multiscale self-similarity of the weighted human brain connectome

Laia Barjuan, Muhua Zheng, M Ángeles Serrano

Flux-sum coupling analysis of metabolic network models

Mihriban Seyis, Zahra Razaghi-Moghadam, Zoran Nikoloski

A burst-dependent thalamocortical substrate for perceptual awareness

Christopher J. Whyte, Eli J. Müller, Jaan Aru, Matthew Larkum, Yohan John, Brandon R. Munn, James M. Shine

Analysis of targeted and whole genome sequencing of PacBio HiFi reads for a comprehensive genotyping of gene-proximal and phenotype-associated Variable Number Tandem Repeats

Sara Javadzadeh, Aaron Adamson, Jonghun Park, Se-Young Jo, Yuan-Chun Ding, Mehrdad Bakhtiari, Vikas Bansal, Susan L. Neuhausen, Vineet Bafna

Cell size and selection for stress-induced cell fusion in unicellular eukaryotes

Xiaoyuan Liu, Jonathan W. Pitchford, George W. A. Constable

Federated epidemic surveillance

Ruiqi Lyu, Roni Rosenfeld, Bryan Wilder

Chromatin structures from integrated AI and polymer physics model

Eric R. Schultz, Soren Kyhl, Rebecca Willett, Juan J. de Pablo

Mathematical modeling unveils the timeline of CAR-T cell therapy and macrophage-mediated cytokine release syndrome

Daniela S Santurio, Luciana R C Barros, Ingmar Glauche, Artur c Fassoni

Transcriptomic landscape around wound bed defines regenerative versus non-regenerative outcomes in mouse digit amputation

Archana Prabahar, Connie S. Chamberlain, Ray Vanderby, William L. Murphy, William Dangelo, Kulkarni Mangesh, Bryan Brown, Barsanjit Mazumder, Stephen Badylak, Peng Jiang

Comprehensive characterization of respiratory genes based on a computational framework in pan-cancer to develop stratified treatment strategies

Caiyu Zhang, Chenyu Liu, Zhuoru Wang, Di Wang, Wenli Chen, Jian Li, Qianyi Lu, Jiajun Zhou, Yetong Chang, Peng Wang, Yue Gao, Junwei Wang, Hui Zhi, Shangwei Ning

Flow mechanisms of the air-blood barrier

James B. Grotberg, Francesco Romanò, John C. Grotberg

A comprehensive investigation of intracortical and corticothalamic models of the alpha rhythm

Sorenza P. Bastiaens, Davide Momi, John D. Griffiths

Biases in neural population codes with a few active neurons

Sander W. Keemink, Mark C.W. van Rossum

Virtual epilepsy patient cohort: Generation and evaluation

Borana Dollomaja, Huifang E. Wang, Maxime Guye, Julia Makhalova, Fabrice Bartolomei, Viktor K. Jirsa

Dynamic brain connectivity predicts emotional arousal during naturalistic movie-watching

Jin Ke, Hayoung Song, Zihan Bai, Monica D. Rosenberg, Yuan Chang Leong

How does date-rounding affect phylodynamic inference for public health?

Leo A. Featherstone, Danielle J. Ingle, Wytamma Wirth, Sebastian Duchene

IgStrand: A universal residue numbering scheme for the immunoglobulin-fold (Ig-fold) to study Ig-proteomes and Ig-interactomes

Caesar Tawfeeq, Jiyao Wang, Umesh Khaniya, Thomas Madej, James Song, Ravinder Abrol, Philippe Youkharibache

A teaching proposal for a short course on biomedical data science

Davide Chicco, Vasco Coelho

On the validity of electric brain signal predictions based on population firing rates

Torbjørn V. Ness, Tom Tetzlaff, Gaute T. Einevoll, David Dahmen

Limitations and optimizations of cellular lineages tracking

Nava Leibovich, Sidhartha Goyal

A generalized higher-order correlation analysis framework for multi-omics network inference

Weixuan Liu, Katherine A. Pratte, Peter J. Castaldi, Craig Hersh, Russell P. Bowler, Farnoush Banaei-Kashani, Katerina J. Kechris

Revealing non-trivial information structures in aneural biological tissues via functional connectivity

Douglas Blackiston, Hannah Dromiack, Caitlin Grasso, Thomas F Varley, Douglas G Moore, Krishna Kannan Srinivasan, Olaf Sporns, Joshua Bongard, Michael Levin, Sara I Walker

Estimating Re and overdispersion in secondary cases from the size of identical sequence clusters of SARS-CoV-2

Emma B Hodcroft, Martin S Wohlfender, Richard A Neher, Julien Riou, Christian L Althaus

Modelling the spatiotemporal dynamics of senescent cells in wound healing, chronic wounds, and fibrosis

Sharmilla Chandrasegaran, James P. Sluka, Daryl Shanley

Quantifying expression and metabolic activity of genes regulated by pregnane X receptor in primary human hepatocyte spheroids

Lukáš Lochman, Ellen Tanaka Kahiya, Bechara Saade, Tomáš Smutný, Jurjen Duintjer Tebbens, Petr Pávek, Veronika Bernhauerová

Perceptual learning improves discrimination but does not reduce distortions in appearance

Sarit F.A. Szpiro, Charlie S. Burlingham, Eero P. Simoncelli, Marisa Carrasco

Including population and environmental dynamic heterogeneities in continuum models of collective behaviour with applications to locust foraging and group structure

Fillipe Georgiou, Camille Buhl, J. E. F. Green, Bishnu Lamichhane, Ngamta Thamwattana

Lipidome visualisation, comparison, and analysis in a vector space

Timur Olzhabaev, Lukas Müller, Daniel Krause, Dominik Schwudke, Andrew Ernest Torda

Viral escape-inspired framework for structure-guided dual bait protein biosensor design

Yee Chuen Teoh, Mohammed Sakib Noor, Sina Aghakhani, Jack Girton, Guiping Hu, Ratul Chowdhury

Fitting dynamic measles models to subnational case notification data from Ethiopia: Methodological challenges and key considerations

Alyssa N. Sbarra, Emily Haeuser, Samuel Kidane, Andargie Abate, Ayele M. Abebe, Muktar Ahmed, Tsegaye Alemayehu, Erkihun Amsalu, Aleksandr Y. Aravkin, Akeza A. Asgedom, Nebiyou Bayleyegn, Mulat Dagnew, Biniyam Demisse, Werku Etafa, Getahun Fetensa, Teferi G. Gebremeskel, Habtamu Geremew, Abraham T. Gizaw, Gamechu A. Hunde, Hadush N. Meles, Sibhat Migbar, Jason Q. Nguyen, Eshetu Nigussie, Rebecca E. Ramshaw, Sam Rolfe, Biniyam Sahiledengle, Noga Shalev, Yonatan Solomon, Latera Tesfaye, Gesila E. Yesera, Mark Jit, Jonathan F. Mosser

Contributions of mechanical loading and hormonal changes to eccentric hypertrophy during volume overload: A Bayesian analysis using logic-based network models

Johane H. Bracamonte, Lionel Watkins, Betty Pat, Louis J. Dell’Italia, Jeffrey J. Saucerman, Jeffrey W. Holmes

Modeling diffusive search by non-adaptive sperm: Empirical and computational insights

Benjamin M. Brisard, Kylie D. Cashwell, Stephanie M. Stewart, Logan M. Harrison, Aidan C. Charles, Chelsea V. Dennis, Ivie R. Henslee, Ethan L. Carrow, Heather A. Belcher, Debajit Bhowmick, Paul W. Vos, Maciej Majka, Martin Bier, David M. Hart, Cameron A. Schmidt

Mycobacterium susceptibility to ivermectin by inhibition of eccD3, an ESX-3 secretion system component.

Ana Laura Granados-Tristán, Mauricio Carrillo-Tripp, Carlos Eduardo Hernández-Luna, Aldo Herrera-Rodulfo, Laura Adiene González-Escalante, Ana Leticia Arriaga-Guerrero, Beatriz Silva-Ramírez, Brenda Leticia Escobedo-Guajardo, Roberto Mercado-Hernández, Mario Bermúdez de León, Katia Peñuelas-Urquides

Traveling waves in the human visual cortex: An MEG-EEG model-based approach

Laetitia Grabot, Garance Merholz, Jonathan Winawer, David J. Heeger, Laura Dugué

Identifying reproducible transcription regulator coexpression patterns with single cell transcriptomics

Alexander Morin, Ching Pan Chu, Paul Pavlidis

Theory of axo-axonic inhibition

Romain Brette

The NOSTRA model: Coherent estimation of infection sources in the case of possible nosocomial transmission

David J. Pascall, Christopher Jackson, Stephanie Evans, Theodore Gouliouris, Christopher J.R. Illingworth, Stefan G. Piatek, Julie V. Robotham, Oliver Stirrup, Ben Warne, Judith Breuer, Daniela De Angelis

The confidence-noise confidence-boost (CNCB) model of confidence rating data

Pascal Mamassian, Vincent de Gardelle

Transfer learning of multicellular organization via single-cell and spatial transcriptomics

Yecheng Tan, Ai Wang, Zezhou Wang, Wei Lin, Yan Yan, Qing Nie, Jifan Shi

Temporal resolution of spike coding in feedforward networks with signal convergence and divergence

Zach Mobille, Usama Bin Sikandar, Simon Sponberg, Hannah Choi

Modelling transmission thresholds and hypoendemic stability for onchocerciasis elimination

Jacob N. Stapley, Jonathan I.D. Hamley, Maria-Gloria Basáñez, Martin Walker

Statistical signature of subtle behavioral changes in large-scale assays

Alexandre Blanc, François Laurent, Alex Barbier-Chebbah, Hugues Van Assel, Benjamin T. Cocanougher, Benjamin M.W. Jones, Peter Hague, Marta Zlatic, Rayan Chikhi, Christian L. Vestergaard, Tihana Jovanic, Jean-Baptiste Masson, Chloé Barré

Design of nanobody targeting SARS-CoV-2 spike glycoprotein using CDR-grafting assisted by molecular simulation and machine learning

Matheus VF Ferraz, W Camilla S Adan, Tayná E Lima, Adriele JC Santos, Sérgio O de Paula, Rafael Dhalia, Gabriel L Wallau, Rebecca C Wade, Isabelle FT Viana, Roberto D Lins

Fluid and solute transport by cells and a model of systemic circulation

Yufei Wu, Morgan A. Benson, Sean X. Sun

Bayesian Inference of Pathogen Phylogeography using the Structured Coalescent Model

Ian Roberts, Richard G. Everitt, Jere Koskela, Xavier Didelot

A new paradigm considering multicellular adhesion, repulsion and attraction represent diverse cellular tile patterns

Jose A. Carrillo, Hideki Murakawa, Makoto Sato, Miaoxing Wang

A computational account of multiple motives guiding context-dependent prosocial behavior

Claire Lugrin, Jie Hu, Christian C. Ruff

Meta-Reinforcement Learning reconciles surprise, value, and control in the anterior cingulate cortex

Tim Vriens, Eliana Vassena, Giovanni Pezzulo, Gianluca Baldassarre, Massimo Silvetti

Repetitive training enhances the pattern recognition capability of cultured neural networks

Wen-Wei Shao, Qi Shao, Hai-Huan Xu, Guan-Ji Qiao, Run-Xuan Wang, Zhi-Yun Ma, Wei-Wei Meng, Zhuo-Bin Yang, Yun-Liang Zang, Xiao-Hong Li

Emergence and maintenance of modularity in neural networks with Hebbian and anti-Hebbian inhibitory STDP

Raphaël Bergoin, Alessandro Torcini, Gustavo Deco, Mathias Quoy, Gorka Zamora-López

Mechanism of Arrhythmogenesis Driven by Early After Depolarizations in Cardiac Tissue

Jack Stein, D’Artagnan Greene, Flavio Fenton, Yohannes Shiferaw

TGF-M: Topology-augmented geometric features enhance molecular property prediction

Wei He, Xu Tian, Xue Li, Peifu Han, Shuang Wang, Lin Liu, Tao Song

Cell-type-specific firing patterns in a V1 cortical column model depend on feedforward and feedback-driven states

Giulia Moreni, Rares A. Dorcioman, Cyriel M. A. Pennartz, Jorge F. Mejias

An evolutionary model of rhythmic accelerando in animal vocal signalling

Yannick Jadoul, Taylor A. Hersh, Elias Fernández Domingos, Marco Gamba, Livio Favaro, Andrea Ravignani

Resource competition-driven bistability and stochastic switching amplify gene expression noise

Hanah Goetz, Rong Zhang, Xiao Wang, Xiao-Jun Tian

Complexity reduction by symmetry: Uncovering the minimal regulatory network for logical computation in bacteria

Luis A. Álvarez-García, Wolfram Liebermeister, Ian Leifer, Hernán A. Makse

Efficient discovery of frequently co-occurring mutations in a sequence database with matrix factorization

Michael Robert Kolar, Debasis Mitra, Valerie Kobzarenko

Balancing complexity, performance and plausibility to meta learn plasticity rules in recurrent spiking networks

Basile Confavreux, Everton J. Agnes, Friedemann Zenke, Henning Sprekeler, Tim P. Vogels

scPEDSSC: proximity enhanced deep sparse subspace clustering method for scRNA-seq data

Xiaopeng Wei, Jingli Wu, Gaoshi Li, Jiafei Liu, Xi Wu, Chang He

Dynamic modeling of EEG responses to natural speech reveals earlier processing of predictable words

Jin Dou, Andrew J. Anderson, Aaron S. White, Samuel V. Norman-Haignere, Edmund C. Lalor

Computational modeling of frequency-dependent neocortical response to thalamic neurostimulation in epilepsy

Linda Iris Joseph Tomy, Elif Köksal-Ersöz, Anca Nica, Maxime Yochum, Pascal Benquet, Fabrice Wendling

Behavior-driven forecasts of neighborhood-level COVID-19 spread in New York City

Renquan Zhang, Jilei Tai, Qing Yao, Wan Yang, Kai Ruggeri, Jeffrey Shaman, Sen Pei

Structure-based mechanism of RyR channel operation by calcium and magnesium ions

Alexandra Zahradníková, Jana Pavelková, Miroslav Sabo, Sefer Baday, Ivan Zahradník

Heuristic energy-based cyclic peptide design

Qiyao Zhu, Vikram Khipple Mulligan, Dennis Shasha

Foraging animals use dynamic Bayesian updating to model meta-uncertainty in environment representations

James Webb, Paul Steffan, Benjamin Y. Hayden, Daeyeol Lee, Caleb Kemere, Matthew McGinley

Falsifying computational models of endothelial cell network formation through quantitative comparison with in vitro models

Tessa M. Vergroesen, Vincent Vermeulen, Roeland M. H. Merks

Methods

Visualization and quantification of coral reef soundscapes using CoralSoundExplorer software

Lana Minier, Jérémy Rouch, Bamdad Sabbagh, Frédéric Bertucci, Eric Parmentier, David Lecchini, Frédéric Sèbe, Nicolas Mathevon, Rémi Emonet

A spectral framework to map QTLs affecting joint differential networks of gene co-expression

Jiaxin Hu, Jesse N. Weber, Lauren E. Fuess, Natalie C. Steinel, Daniel I. Bolnick, Miaoyan Wang

An expandable synthetic library of human paired antibody sequences

Toma M. Marinov, Perry T. Wasdin, Gwen Jordaan, Alexis K. Janke, Alexandra A. Abu-Shmais, Ivelin S. Georgiev

Unlocking the soundscape of coral reefs with artificial intelligence: pretrained networks and unsupervised learning win out

Ben Williams, Santiago M. Balvanera, Sarab S. Sethi, Timothy A.C. Lamont, Jamaluddin Jompa, Mochyudho Prasetya, Laura Richardson, Lucille Chapuis, Emma Weschke, Andrew Hoey, Ricardo Beldade, Suzanne C. Mills, Anne Haguenauer, Frederic Zuberer, Stephen D. Simpson, David Curnick, Kate E. Jones

Software

Playbook workflow builder: Interactive construction of bioinformatics workflows

Daniel J.B. Clarke, John Erol Evangelista, Zhuorui Xie, Giacomo B. Marino, Anna I. Byrd, Mano R. Maurya, Sumana Srinivasan, Keyang Yu, Varduhi Petrosyan, Matthew E. Roth, Miroslav Milinkov, Charles Hadley King, Jeet Kiran Vora, Jonathon Keeney, Christopher Nemarich, William Khan, Alexander Lachmann, Nasheath Ahmed, Alexandra Agris, Juncheng Pan, Srinivasan Ramachandran, Eoin Fahy, Emmanuel Esquivel, Aleksandar Mihajlovic, Bosko Jevtic, Vuk Milinovic, Sean Kim, Patrick McNeely, Tianyi Wang, Eric Wenger, Miguel A. Brown, Alexander Sickler, Yuankun Zhu, Sherry L. Jenkins, Philip D. Blood, Deanne M. Taylor, Adam C. Resnick, Raja Mazumder, Aleksandar Milosavljevic, Shankar Subramaniam, Avi Ma’ayan

MINT: A toolbox for the analysis of multivariate neural information coding and transmission

Gabriel Matías Lorenz, Nicola Marie Engel, Marco Celotto, Loren Koçillari, Sebastiano Curreli, Tommaso Fellin, Stefano Panzeri

Revealing cancer driver genes through integrative transcriptomic and epigenomic analyses with Moonlight

Mona Nourbakhsh, Yuanning Zheng, Humaira Noor, Hongjin Chen, Subhayan Akhuli, Matteo Tiberti, Olivier Gevaert, Elena Papaleo

mdciao: Accessible Analysis and Visualization of Molecular Dynamics Simulation Data

Guillermo Pérez-Hernández, Peter W. Hildebrand