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Updated: Apr 28, 2026

High-Throughput Metabolic Profiling for Model Refinements of Microalgae
Published on: December 4, 2021
Calcium-mediated cross-kingdom carbon-iron metabolism coordination boots microalgal activity in high-sludge
Yi Zhang1, Xinyue Yang1, Xudong Liu2
1School of Life Science, Shanxi University, Taiyuan, 030031, China; Shanxi Key Laboratory for Research and Development of Regional Plants, Taiyuan, 030031, China.
Abstract:
Robust microalgal activity is critical for the microalgal-bacterial symbiosis system (MBSS) to enable wastewater resource recovery, but microalgal performance can be affected by high concentrations of sludge. Ca2+ may regulate microalgal performance. Nevertheless, the mechanism of Ca2+-mediated regulation, particularly under high concentrations of sludge, remains unclear. This study integrated physiological and genomic analyses to investigate microalgal responses to sludge (100-800 mg/L) and Ca2+ supplementation (10-50 mM). Results showed that high-concentration sludge (400-800 mg/L) reduced microalgal growth, pigment synthesis, and photosynthetic efficiency by 65.6%-86.6%, 20.1%-39.2%, and 1.6%-7.0%, respectively, while Ca2+ restored these parameters by up to 39.9%, 39.7%, and 8.5%. At the genetic level, Ca2+ activated microalgal Ca2+ signaling pathways (43.9%-226.4% increase in CaM, CDPK, and CBL). It upregulated antioxidant enzyme genes (76.1%-373.0% increase in SOD, CAT, and POD) to mitigate cell damage and photosynthetic genes (e.g. 95.0%-260.9% increase in psbA and rbcL) to restore chloroplast function. Concurrently, Ca2+ promoted bacterial central carbon metabolism genes (e.g., 1.6%-26.2% increase in CS, IDH and OGDH) to increase CO2 release for microalgal carbon fixation and recruited siderophore-producing bacteria (e.g., 120.6%-154.3% increase in Sphingopyxis) to improve iron bioavailability for microalgal photosynthesis. Therefore, a positive feedback loop was formed through the supplementation of Ca2+. Microalgal photosynthesis supplied organic carbon/O2 for bacteria, while bacterial metabolism provided CO2 and iron for microalgae. Collectively, Ca2+ optimized microalgal activity via cross-kingdom coordination of carbon-iron metabolism, offering a mechanistic basis for optimizing MBSS applications in wastewater treatment and biological resource recovery by using Ca2+ as an effective regulator.
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