Systematic Characterization of Thermal Stability Assay Parameters and Application in Discovery of Peptide–Protein Interactions

Abstract Thermal proteome profiling (TPP) and its higher-throughput derivative, the proteome integral solubility alteration (PISA) assay, measure changes in protein thermal stability upon ligand binding or other perturbations and have been widely adopted in drug discovery and biomedical research. Though the PISA workflow is straightforward, key parameters, including detergent concentration, methods for removing denatured aggregates, and temperature range selection, vary across studies and can markedly influence assay outcomes. Yet these factors have not been systematically evaluated, limiting rational experimental design and data interpretation. Here, through a combined use of TPP, PISA, tandem mass tag (TMT)-based multiplexing, and computational simulation, we systematically characterize these parameters based on the melting behavior of ∼9000 proteins. We find that reducing detergent concentration elevates apparent Tm by 1.5–2 °C proteome-wide, and aggregate removal by filtration versus centrifugation further alters measurements. We leverage these observations to characterize how these parameters shape PISA and then apply selected conditions to identify the aminopeptidase NPEPPS as a previously uncharacterized binding partner of angiotensin II, a key vasoactive peptide hormone in blood pressure regulation. Together, this work provides a general framework for assay design and data interpretation and extends the utility of PISA beyond small molecules to dissecting peptide–protein interactions, an increasingly important modality in drug discovery.

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Publication Details

Journal
Journal of Proteome Research
Published
2026-09-09
DOI
https://doi.org/10.1021/acs.jproteome.6c00125
Primary Topic
Advanced Proteomics Techniques and Applications
Type
article
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article

Systematic Characterization of Thermal Stability Assay Parameters and Application in Discovery of Peptide–Protein Interactions

Fangyi Zhai, Qing Yu, S. Li, Daniel McKenna Richards
Journal of Proteome Research
Advanced Proteomics Techniques and Applications
article

Systematic Characterization of Thermal Stability Assay Parameters and Application in Discovery of Peptide–Protein Interactions

Fangyi Zhai, Qing Yu, S. Li, Daniel McKenna Richards
article en

Abstract

Abstract Thermal proteome profiling (TPP) and its higher-throughput derivative, the proteome integral solubility alteration (PISA) assay, measure changes in protein thermal stability upon ligand binding or other perturbations and have been widely adopted in drug discovery and biomedical research. Though the PISA workflow is straightforward, key parameters, including detergent concentration, methods for removing denatured aggregates, and temperature range selection, vary across studies and can markedly influence assay outcomes. Yet these factors have not been systematically evaluated, limiting rational experimental design and data interpretation. Here, through a combined use of TPP, PISA, tandem mass tag (TMT)-based multiplexing, and computational simulation, we systematically characterize these parameters based on the melting behavior of ∼9000 proteins. We find that reducing detergent concentration elevates apparent Tm by 1.5–2 °C proteome-wide, and aggregate removal by filtration versus centrifugation further alters measurements. We leverage these observations to characterize how these parameters shape PISA and then apply selected conditions to identify the aminopeptidase NPEPPS as a previously uncharacterized binding partner of angiotensin II, a key vasoactive peptide hormone in blood pressure regulation. Together, this work provides a general framework for assay design and data interpretation and extends the utility of PISA beyond small molecules to dissecting peptide–protein interactions, an increasingly important modality in drug discovery.

Journal of Proteome Research
University of Massachusetts Chan Medical School (US)
Openalex Percentile: Top 21%
Advanced Proteomics Techniques and Applications
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Systematic Characterization of Thermal Stability Assay Parameters and Application in Discovery of Peptide–Protein Interactions — Fangyi Zhai, Qing Yu, et al. · Journal of Proteome Research (2026) | TGRS Research Map | TGRS