Development and application of a targeted phosphoproteomics method for analysing the mTOR pathway dynamics in zebrafish PAC2 cell line

The mechanistic target of rapamycin (mTOR) signalling pathway plays a crucial role in regulating cellular growth and proliferation. While extensively studied in mammals, the phosphorylation dynamics of this pathway in non-mammalian model organisms remain largely unexplored, often due to the scarcity of suitable antibodies to measure (phosphorylated) proteins of interest. To address this gap, we developed an antibody-independent targeted phosphoproteomics method applying liquid chromatography-tandem mass spectrometry (LC-MS/MS) to quantify the abundance and phosphorylation levels of mTOR pathway-related proteins in zebrafish (Danio rerio), using the permanent cell line PAC2 as a model system. With optimized sample processing and data analysis strategies, we could successfully quantify 10 endogenous phosphosites and 15 endogenous proteins at different cell culture growth phases, revealing complex phosphorylation dynamics for both the upstream regulators (e.g., AKT, AMPK) and downstream effectors (e.g., eIF4EBP1, RPS6) of the mTOR pathway, which reflected transition from exponential growth to stationary subsistence. Our findings confirm the overall similarity of the mTOR pathway structure and functionality between zebrafish and mammals. Furthermore, this work demonstrates the high potential of the LC-MS/MS-based analytical approaches for studying phosphorylation-governed signalling in diverse organisms of interest, thus paving the way for further investigations in comparative physiology and toxicology across species. SIGNIFICANCE: We demonstrate the feasibility of using LC-MS/MS-based targeted phosphoproteomics to quantify protein phosphorylation dynamics of a specific pathway of interest - mTOR - in a non-mammalian model organism, zebrafish. This antibody-independent approach can enable the performance of further hypothesis-driven studies of phosphorylation-based signalling in diverse non-mammalian, non-model species. This tool could thus prove valuable for the fields of, e.g., comparative physiology and (eco)toxicology, where such investigations were previously limited due to the scarcity of suitable antibodies for specific proteins of interest in less frequently studied organisms. Moreover, thanks to the lower costs and higher throughput of targeted compared to global proteomics quantification methods, this approach can also be employed in studies aiming to validate the use of specific phosphosites as biomarkers of disease, stress or toxic chemical exposure in laboratory models or sentinel species in the environment, thus supporting future applications in toxicity testing or environmental monitoring.

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Publication Details

Journal
Journal of Proteomics
Published
2025-06-02
DOI
https://doi.org/10.1016/j.jprot.2025.105469
Citations
4
Primary Topic
PI3K/AKT/mTOR signaling in cancer
Type
article
Field-Weighted Citation Impact
3.22

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article

Development and application of a targeted phosphoproteomics method for analysing the mTOR pathway dynamics in zebrafish PAC2 cell line

Nikolai Huwa, Ksenia J. Groh, René Schönenberger
4 citations
Journal of Proteomics
PI3K/AKT/mTOR signaling in cancer
3.22
article

Development and application of a targeted phosphoproteomics method for analysing the mTOR pathway dynamics in zebrafish PAC2 cell line

Nikolai Huwa, Ksenia J. Groh, René Schönenberger
article en
4 citations

Abstract

The mechanistic target of rapamycin (mTOR) signalling pathway plays a crucial role in regulating cellular growth and proliferation. While extensively studied in mammals, the phosphorylation dynamics of this pathway in non-mammalian model organisms remain largely unexplored, often due to the scarcity of suitable antibodies to measure (phosphorylated) proteins of interest. To address this gap, we developed an antibody-independent targeted phosphoproteomics method applying liquid chromatography-tandem mass spectrometry (LC-MS/MS) to quantify the abundance and phosphorylation levels of mTOR pathway-related proteins in zebrafish (Danio rerio), using the permanent cell line PAC2 as a model system. With optimized sample processing and data analysis strategies, we could successfully quantify 10 endogenous phosphosites and 15 endogenous proteins at different cell culture growth phases, revealing complex phosphorylation dynamics for both the upstream regulators (e.g., AKT, AMPK) and downstream effectors (e.g., eIF4EBP1, RPS6) of the mTOR pathway, which reflected transition from exponential growth to stationary subsistence. Our findings confirm the overall similarity of the mTOR pathway structure and functionality between zebrafish and mammals. Furthermore, this work demonstrates the high potential of the LC-MS/MS-based analytical approaches for studying phosphorylation-governed signalling in diverse organisms of interest, thus paving the way for further investigations in comparative physiology and toxicology across species. SIGNIFICANCE: We demonstrate the feasibility of using LC-MS/MS-based targeted phosphoproteomics to quantify protein phosphorylation dynamics of a specific pathway of interest - mTOR - in a non-mammalian model organism, zebrafish. This antibody-independent approach can enable the performance of further hypothesis-driven studies of phosphorylation-based signalling in diverse non-mammalian, non-model species. This tool could thus prove valuable for the fields of, e.g., comparative physiology and (eco)toxicology, where such investigations were previously limited due to the scarcity of suitable antibodies for specific proteins of interest in less frequently studied organisms. Moreover, thanks to the lower costs and higher throughput of targeted compared to global proteomics quantification methods, this approach can also be employed in studies aiming to validate the use of specific phosphosites as biomarkers of disease, stress or toxic chemical exposure in laboratory models or sentinel species in the environment, thus supporting future applications in toxicity testing or environmental monitoring.

Journal of ProteomicsVol. 319
Swiss Federal Institute of Aquatic Science and Technology (CH)
Eidgenössische Anstalt für Wasserversorgung Abwasserreinigung und Gewässerschutz
Openalex Percentile: Top 8%
PI3K/AKT/mTOR signaling in cancer
3.22
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