Nature CommunicationsSystems BiologyPeer-reviewed journal article
Unifying mutualism diversity for interpretation and prediction
Feilun WuiD, Allison J. LopatkiniD, Daniel NeedsiD, Charlotte T. LeeiD, Sayan MukherjeeiD, Lingchong YouiD
Abstract
Coarse-grained rules are widely used in chemistry, physics and engineering. In biology, however, such rules are less common and under-appreciated. This gap can be attributed to the difficulty in establishing general rules to encompass the immense diversity and complexity of biological systems. Even when a rule is established, it is often challenging to map it to mechanistic details and to quantify these details. We here address these challenges on a study of mutualism, an essential type of ecological interaction in nature. Using an appropriate level of abstraction, we deduced a general rule that predicts the outcomes of mutualistic systems, including coexistence and productivity. We further developed a standardized calibration procedure to apply the rule to mutualistic systems without the need to fully elucidate or characterize their mechanistic underpinnings. Our approach consistently provides explanatory and predictive power with various simulated and experimental mutualistic systems. Our strategy can pave the way for establishing and implementing other simple rules for biological systems.
- Citations
- 26
- FWCI
- 3.91
- Field percentile
- top 7%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Ecological theory of mutualism: Models generalizing across different mechanisms
K. R. S. Hale, D. P. Maes, F. S. Valdovinos·bioRxiv·Oct 25, 2020
- Breaking the spell of nestedness
Clàudia Payrató Borrás, Laura Hernández, Yamir Moreno·bioRxiv·Nov 10, 2017
- Emergent predictability in microbial ecosystems
Jacob Moran, Lucas C. Graham, Mikhail Tikhonov·SciencePeer-reviewed·Apr 9, 2026
- The latent simplicity of microbial ecological interactions
José Camacho-Mateu, Isabel Quirós-Rodríguez, … Álvaro Sánchez·bioRxiv·Jul 30, 2026
- Emergent phases of ecological diversity and dynamics mapped in microcosms
J. Hu, D. R. Amor, … J. Gore·bioRxiv·Oct 28, 2021
- Cooperation maximizes biodiversity
Óscar Godoy, Violeta Calleja-Solanas, … José A. Langa·The American NaturalistPeer-reviewed·Mar 26, 2026