bioRxiv Science⌕ Search

bioRxiv · 10.1101/2025.07.31.667865

Batch culture and species effects modulate the decoupling between diatom frustule-bound and biomass nitrogen isotope signatures

Abstract

The stable nitrogen (N) isotope composition of organic matter encapsulated in diatom silica frustules ({delta}15NDB) from sedimentary records has been used as a proxy for reconstructing N consumption dynamics in the ocean over geologic timescales. This proxy relies on the assumption that {delta}15NDB tracks biomass {delta}15N without being affected by internal N-isotope fractionation. However, recent ground-truthing efforts have shown that {delta}15NDB can diverge from biomass {delta}15N values, though the extent and mechanisms behind this decoupling remain unclear. In this study, we cultured two freshwater and two marine diatom species in batch cultures to test whether {delta}15NDB (1) is subject to species-dependent internal 15N fractionation, and (2) reflects the {delta}15N of source nitrate to the same extent as biomass {delta}15N values, assessing potential asynchronous integration of the N isotope signal. We monitored the N-isotope systematics during diatom growth by measuring {delta}15N values of nitrate, bulk biomass and frustule-bound organic N throughout batch culture progression. We found that {delta}15NDB did not follow typical Rayleigh fractionation dynamics and remained relatively stable, while biomass {delta}15N increased predictably with progressive fractional nitrate consumption. The observed divergence could only be partially explained by asynchronous integration of source-nitrate {delta}15N values into biomass versus frustule-bound organic N (i.e., delayed incorporation into frustule-bound material), as newly formed frustules predominantly recorded the {delta}15N of 15N-labeled nitrate added during growth. This demonstrates that {delta}15NDB values capture the isotopic signature of newly assimilated nitrate rather than N derived from internal, or legacy, pools. We hypothesize that shifts in growth conditions during batch culture progression alter the coupling between carbon and nitrogen metabolism, leading to physiologically driven variation in internal 15N fractionation and corresponding offsets between {delta}15NDB and biomass {delta}15N. Such sensitivity to internal isotope fractionation during biosynthesis implies that the interpretation of sedimentary {delta}15NDB records is more intricate than previously assumed.

Source connections

Explore related subjects

Keep this discovery

Explore connections, maps & timelines

BibTeXRIS

Baan, J., Lehmann, M. F., Kahmen, A., Studer, A. S.. 2025-08-02. Batch culture and species effects modulate the decoupling between diatom frustule-bound and biomass nitrogen isotope signatures. https://doi.org/10.1101/2025.07.31.667865

Cite the original work for its findings. Save a collection to share your selection of sources.

KEEP EXPLORING

Related preprints

In-cell structural analysis reveals a distinctive chloroplast ribosome in Chlamydomonas reinhardtii

Chloroplast ribosomes synthesize plastid-encoded components of photosynthetic machinery, yet their structure and organization remain poorly understood. We combined cryo-focused ion beam milling, cryo-electron tomography and subtomogram averaging to determine native chloroplast ribosomes in Chlamydomonas reinhardtii. The 4.4-4.9 [A] structure revealed a large arch-like extension on the small subunit (SSU). Comparisons with bacterial and plant chloroplast ribosomes, supported by proteomics, AlphaFold3 predictions and a recent atomic model, indicate that the arch is formed by insertions and extensions in SSU proteins. Classification resolved active, thylakoid-associated ribosomes with density adjacent to the nascent peptide exit and an arch-moved state enriched among thylakoid-associated particles, with coordinated displacement of the arch and beak. Phylogenetic analysis revealed an evolutionary mosaic: the uS3c insertion is broadly distributed across Chlorophyceae, whereas the uS2c insertion, uS5c and PSRP7 are concentrated in Chlamydomonadales, with PSRP7 also in Sphaeropleales. Nuclear-encoded components were recruited stepwise onto a plastid-encoded scaffold, with all four under comparable purifying selection. These findings link a lineage-specific SSU extension to ribosome dynamics, thylakoid association and evolution, highlighting the value of in-cell structural analysis.

plant biology↗

Implementation and calibration of the Vaganov-Shashkin model in the virtualRings R package

Process-based tree growth models provide a mechanistic framework for investigating how climate conditions regulate tree growth across daily to annual time scales. Yet, their broader application across species and environments is constrained by the limited accessibility in open-source environments and the difficulty of estimating physiological parameters that are rarely measured directly. Here, we present virtualRings, a new R package integrating the Vaganov-Shashkin model (VSM) and the RINGS3 models, and focus on the implementation and calibration of VSM. Using tree-ring width observations from seven Northern Hemisphere sites across various environmental conditions, we compared the traditional bootstrap-based calibration approach with the Covariance Matrix Adaptation Evolution Strategy (CMA-ES). CMA-ES improved agreement between simulated and observed radial tree growth and provided an efficient approach for model parameter estimation. We further evaluated practical CMA-ES settings to balance computational cost and performance and discussed its potential limitations. The virtualRings package provides an open and reproducible platform for tree growth simulation, facilitating the application of important process-based models across species and environments and the investigation of how temperature and moisture constraints regulate daily tree-ring formation across spatial and temporal scales.

plant biology↗

Timing of transient darkness shapes carbon-nitrogen metabolism and sugar signaling in sugarcane

Fluctuating light is common in field environments. Yet, the mechanisms by which C4 crops coordinate carbon and nitrogen metabolism during short-term carbon deprivation remain poorly understood. Here, we imposed transient darkness at different phases of the diel cycle to assess how the timing of light loss affects photosynthesis, carbohydrate turnover, amino acid dynamics, and sugar-sensing pathways in commercial sugarcane leaves. Early-day darkness significantly impaired photosynthetic induction and revealed a temporal disconnect between stomatal and metabolic limitations, whereas midday and late-day treatments caused temporary, time-specific disruptions in carbon assimilation. These shifts altered the balance between sucrose preservation and catabolic mobilization, leading to treatment-dependent changes in starch reserves and free amino acids. Core circadian components largely maintained their phase relationships, but their amplitudes varied across treatments, consistent with partial decoupling from carbon status. Darkness also reorganized energy signaling, with SnRK1 and DIN6 responses associated with greater declines in sucrose. Notably, trehalose-pathway transcripts showed marked changes in network connectivity, with ScTPSIIG consistently emerging as a highly connected candidate associated with photosynthetic performance, water-use traits, sugar sensing, and amino acid metabolism. Overall, these results indicate that the timing of carbon limitation and residual sucrose availability shape distinct metabolic responses, while trehalose metabolism provides a candidate regulatory layer coordinating carbon-nitrogen adjustment during the diel cycle, highlighting class II TPS proteins as targets for functional investigation of metabolic resilience in sugarcane.

plant biology↗