Biology subjects

Meier, E. K.

Publications and source records attributed to Meier, E. K..

3 recordsLinked to original sources

bioRxiv2026

Aiptasia larvae are phenotypically validated as a model of coral bleaching using high-throughput machine-learning image analysis

The sea anemone Aiptasia is a model system for understanding cnidarian loss of symbiotic algae under heat stress (bleaching). While Aiptasia polyps have been widely used to study this process, accurate symbiosis phenotyping grapples with discordant length scales: fine spatial resolution (~100 um) is needed across a whole organism (~5 mm). To address this, we consider small (~100 um), optically transparent Aiptasia larvae as a bleaching model suitable for whole-organism phenotyping by fluorescence microscopy with larvae classified as symbiotic when algae are localized within gastrodermal cells. To expedite phenotyping, we introduce a machine-learning (ML) image-analysis pipeline (SYMPHONY) designed for single-larva resolution analysis of intact larvae. SYMPHONY efficiently identifies the cellular location of internalized algae (accuracy: 79%, precision: 82%, recall: 79%, F1 score: 79%; training dataset composed of 1611 total objects). Additionally, SYMPHONY reports statistically significant larval bleaching under heat stress and corroborates manual phenotyping results, while significantly reducing operator labor from hours to minutes. The combination of the Aiptasia larvae model and the SYMPHONY pipeline aims to accelerate our understanding of symbiosis breakdown.

bioengineering↗

bioRxiv2026

CRISPR/Cas9-mutagenesis reveals that varying dependence on HSF1 is associated with differences in coral heat tolerance

Coral reefs face declines due to increasing water temperatures associated with climate change. Major research efforts have focused on determining the mechanisms corals can use to adapt to heat stress and identifying molecular indicators for this adaptation. CRISPR/Cas9-based genomic editing promises a new avenue to study gene function in corals; however, these methods are limited by the annual spawning of corals in the wild. Here, we shifted spawning of the reef-building coral Galaxea fascicularis to access gametes multiple times a year in the lab. We discovered the remarkable plasticity and programmability in coral spawning, which enabled the development of a genetically tractable model coral. To investigate the molecular responses of corals to heat stress, we profiled transcriptional changes in heat-tolerant G. fascicularis and heat-sensitive Acropora millepora during acute heat stress. Comparison of the transcriptional responses to heat stress in larvae of the two species revealed that A. millepora has a stronger magnitude of the early heat stress response than G. fascicularis. This increased response in A. millepora included the upregulation of the conserved transcriptional regulator of heat stress response, Heat Shock Transcription Factor 1 (HSF1), and its predicted targets. CRISPR/Cas9 mutagenesis of HSF1 in both species showed that the heat-tolerant G. fascicularis is less dependent on HSF1 than A. millepora for survival during acute heat stress. These results suggest that differences in HSF1 expression after heat exposure contribute to variation in coral heat tolerance and may be used as biomarkers to predict heat tolerance in wild corals.

genetics↗

bioRxiv2025

Co-option of lysosomal machinery shapes the symbiosis supporting coral reefs

Intracellular photosymbiosis has evolved across life and forms the foundation of coral reef ecosystems. Using the sea anemone Aiptasia as a model, we generated a high-quality proteome of the symbiosome, the organelle that houses algal symbionts. This proteome revealed protein trafficking mechanisms and the types of biomolecules exchanged during symbiosis. Symbiosomal enrichment of lysosomal proteins, visualization of lysosomal fusion, along with reduced symbiosis following knockdown of lysosomal genes, supports its phagolysosomal identity and that extensive co-option of lysosomal proteins shapes the symbiosome. CRISPR/Cas9-induced mutations in the symbiosomal and lysosomal bicarbonate/sulfate transporter, SLC26A11, disrupted symbiosis in both Aiptasia and a reef-building coral. These findings support that anemones and corals independently evolved a carbon-concentrating and sulfate transport mechanism to fuel photosymbiosis by co-opting an orthologous lysosomal transporter.

cell biology↗