TY - JOUR
T1 - Identification of Unknown Biological Toxin Proteins Using Mass Spectrometry
T2 - A Case Study on De Novo Sequencing of Ricin
AU - Song, Yubo
AU - Wang, Hao
AU - Wen, Junjie
AU - Xu, Jiale
AU - Zhu, Siyu
AU - Wang, Fuli
AU - Zhang, Yongqian
N1 - Publisher Copyright:
© 2025 by the authors.
PY - 2025/11
Y1 - 2025/11
N2 - Background: The rapid and reliable identification of unknown or highly variable biological toxin proteins, such as the potent Ricin toxin, remains a critical challenge in biodefense and public security. Methods: To address this, we developed a Heuristic De Novo Sequencing (HDPS) strategy, which combines multiple enzymatic and microwave-assisted acid hydrolysis to generate diverse peptides, followed by a two-stage assembly process integrating de novo sequencing with homology-based database searching for robust error correction. Results: When applied to Ricin, this approach achieved 100% sequence coverage for both its A and B chains, with amino acid-level accuracies of 98.13% and 98.47%, respectively, and successfully corrected potential sequencing ambiguities. Conclusions: These results demonstrate that HDPS is a highly accurate and effective method for the de novo sequencing of full-length proteins, making it particularly valuable for characterizing unknown or mutated toxins in the absence of comprehensive reference databases.
AB - Background: The rapid and reliable identification of unknown or highly variable biological toxin proteins, such as the potent Ricin toxin, remains a critical challenge in biodefense and public security. Methods: To address this, we developed a Heuristic De Novo Sequencing (HDPS) strategy, which combines multiple enzymatic and microwave-assisted acid hydrolysis to generate diverse peptides, followed by a two-stage assembly process integrating de novo sequencing with homology-based database searching for robust error correction. Results: When applied to Ricin, this approach achieved 100% sequence coverage for both its A and B chains, with amino acid-level accuracies of 98.13% and 98.47%, respectively, and successfully corrected potential sequencing ambiguities. Conclusions: These results demonstrate that HDPS is a highly accurate and effective method for the de novo sequencing of full-length proteins, making it particularly valuable for characterizing unknown or mutated toxins in the absence of comprehensive reference databases.
KW - biological toxin protein identification
KW - heuristic de novo sequencing
KW - mass spectrometry
KW - ricin
UR - https://www.scopus.com/pages/publications/105023039493
U2 - 10.3390/toxins17110564
DO - 10.3390/toxins17110564
M3 - Article
C2 - 41295879
AN - SCOPUS:105023039493
SN - 2072-6651
VL - 17
JO - Toxins
JF - Toxins
IS - 11
M1 - 564
ER -