# New Method for Quantification of Phenotypic Plasticity Reveals How Plasticity Changes Over Time in the Diatom Thalassiosira weissflogii

**Authors:** Lilian Hoch, Andrei Herdean, Stephen Woodcock, Kittikun Songsomboon, Breanna Osborne, Peter J. Ralph

PMC · DOI: 10.1002/ece3.73072 · Ecology and Evolution · 2026-02-17

## TL;DR

A new method called *ESPI helps measure how diatoms adjust their traits over time in changing environments, revealing how they adapt to climate stress.

## Contribution

The novel *ESPI method combines Hedges' g and Euclidean distance to quantify phenotypic plasticity under multi-dimensional environmental conditions.

## Key findings

- Photosynthetic efficiency and saturation irradiance showed high initial plasticity followed by acclimation.
- Pigment composition showed delayed phenotypic responses.
- Growth phase significantly influences plasticity responses in diatoms.

## Abstract

Quantifying phenotypic plasticity, the capacity of organisms to adjust phenotypes in response to environmental changes, is essential for understanding ecological and physiological resilience under climate stress. However, existing methods often lack flexibility and precision, especially under multi‐dimensional environmental conditions. Here, we introduce a novel statistical approach, the Environmentally Standardized Plasticity Index (*ESPI), which integrates Hedges' g for effect size quantification and Euclidean distance for characterizing environmental variability. We validated this method using both simulated datasets and empirical data from the marine diatom 
Thalassiosira weissflogii
, investigating five key phenotypic traits over 7 days under varying temperature, irradiance, and nutrient conditions. Our findings indicate distinct temporal patterns of plasticity: certain traits, such as photosynthetic efficiency (alpha) and saturation irradiance (E
k), demonstrated high initial plasticity followed by gradual acclimation, whereas others, like pigment composition, exhibited delayed phenotypic responses. This temporal dimension highlights the critical role of the growth phase in shaping plasticity responses. The proposed *ESPI method provides a robust, intuitive, and versatile framework for quantifying phenotypic plasticity, offering significant advances in predicting organismal adaptation to environmental change.

Quantifying phenotypic plasticity, the capacity of organisms to adjust phenotypes in response to environmental changes, is essential in understanding ecological and physiological resilience under climate stress. Here, we introduce a novel statistical approach, the Environmentally Standardised Plasticity Index (*ESPI), which integrates Hedges'g for quantification of the effect size and Euclidean distance for characterizing environmental variability. Our findings indicate distinct temporal patterns of plasticity in the marine diatom Thalassiosira weissflogii.

## Full-text entities

- **Diseases:** pigmentation (MESH:D010859)
- **Chemicals:** Chlorophyll a (-), silica (MESH:D012822), nitrogen (MESH:D009584), carbon (MESH:D002244), phosphate (MESH:D010710), Fucoxanthin (MESH:C025164), F (MESH:D005461)
- **Species:** Homo sapiens (human, species) [taxon 9606], Skeletonema marinoi (species) [taxon 267567], PX clade (clade) [taxon 569578], Conticribra weissflogii (species) [taxon 1577725]

## Full text

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## Figures

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## References

78 references — full list in the complete paper: https://tomesphere.com/paper/PMC12912934/full.md

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Source: https://tomesphere.com/paper/PMC12912934