Devadhasan Anush, Carja Oana
Computational Biology Department, School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA.
Joint Carnegie Mellon University-University of Pittsburgh Ph.D. Program in Computational Biology, Carnegie Mellon University, Pittsburgh, PA, USA.
bioRxiv. 2025 May 21:2025.05.19.654891. doi: 10.1101/2025.05.19.654891.
Most biological populations are rich in diversity, and negative frequency-dependent (NFD) selection is a well-established mechanism thought to underlie this stable coexistence of multiple variants. Recent studies confirm its widespread presence at local spatial scales, however it remains unclear whether these local-scale dynamics are sufficient to maintain biodiversity across larger, landscape-level scales. While prior theoretical work has found that local NFD selection can indeed promote global coexistence, these studies only analyzed contiguous landscapes. In contrast, many ecosystems are not contiguous, but rather spatially fragmented or exhibit spatial variation in the local carrying capacity. Using a theoretical model based on the classic island framework, we show that in fragmented populations, NFD selection can paradoxically reduce coexistence and shorten fixation times, relative to neutrality. Fragmentation also produces a non-monotonic relationship between fixation time and population size, with diversity lowest at intermediate scales, in contrast to the classical species-area relationship. We show that these results persist in a multispecies modeling framework. We also develop a statistical test to detect whether NFD selection suppresses coexistence in fragmented systems, and apply it to a presence-absence dataset of avian species in the Ryukyu Islands, finding evidence that NFD selection indeed reduces biodiversity in this case. Together, our findings suggest that fragmentation can undermine the stabilizing effects of NFD selection, calling into question its generality as a mechanism for maintaining biodiversity in heterogeneous landscapes.
大多数生物种群具有丰富的多样性,负频率依赖(NFD)选择是一种公认的机制,被认为是多种变异体这种稳定共存现象的基础。最近的研究证实了其在局部空间尺度上的广泛存在,然而,这些局部尺度的动态是否足以在更大的景观尺度上维持生物多样性仍不清楚。虽然先前的理论研究发现局部NFD选择确实可以促进全球共存,但这些研究仅分析了连续的景观。相比之下,许多生态系统并非连续的,而是在空间上破碎化,或者在局部承载能力上表现出空间变异。使用基于经典岛屿框架的理论模型,我们表明,在破碎化种群中,与中性情况相比,NFD选择可能会反常地减少共存并缩短固定时间。破碎化还会在固定时间和种群大小之间产生非单调关系,与经典的物种 - 面积关系相反,在中等尺度下多样性最低。我们表明这些结果在多物种建模框架中依然存在。我们还开发了一种统计测试,以检测NFD选择是否会抑制破碎化系统中的共存,并将其应用于琉球群岛鸟类物种的存在 - 缺失数据集,发现有证据表明在这种情况下NFD选择确实会降低生物多样性。总之,我们的研究结果表明,破碎化可能会破坏NFD选择的稳定作用,这使人们质疑其作为维持异质景观生物多样性机制的普遍性。