PMID- 37580846
OWN - NLM
STAT- PubMed-not-MEDLINE
LR  - 20230814
IS  - 1097-0231 (Electronic)
IS  - 0951-4198 (Linking)
VI  - 37
IP  - 18
DP  - 2023 Sep 30
TI  - Overlapping peak separation algorithm for ion mobility spectra based on 
      multistrategy JAYA.
PG  - e9603
LID - 10.1002/rcm.9603 [doi]
AB  - RATIONALE: In the field of separation science, ion mobility spectrometry (IMS) 
      plays an important role as an analytical tool. However, the lack of sufficient 
      structural resolution is a common problem in qualitative and quantitative 
      analysis using IMS. A method is needed to solve the problem of overlapping peaks 
      caused by insufficient resolution. METHODS: The method uses multiple strategies 
      to more effectively use population information to balance exploration and 
      exploitation capabilities, prevent local optimization, accurately resolve 
      overlapping peaks, quickly obtain optimal spectral peak model coefficients, and 
      accurately identify compounds. RESULTS: Multistrategy JAYA algorithm's (MSJAYA) 
      performance is compared with improved particle swarm optimization (IPSO), dynamic 
      inertia weight particle swarm optimization (DIWPSO), and multiobjective dynamic 
      teaching-learning-based optimization (MDTLBO). The analysis shows that MSJAYA's 
      maximum separation error is within 0.6%, a level of accuracy not guaranteed by 
      the other algorithms. In addition, the separation error fluctuates within a much 
      smaller range, demonstrating MSJAYA's superior robustness. CONCLUSIONS: Compared 
      with other overlapping peak separation algorithms, MSJAYA is more applicable 
      because no special parameters are used. The method allows fast deconvolution 
      analysis of strong overlapping peaks with multiple components, which greatly 
      improves the resolution of IMS.
CI  - (c) 2023 John Wiley & Sons Ltd.
FAU - Zhang, Weiyang
AU  - Zhang W
AUID- ORCID: 0009-0006-9383-7329
AD  - Faculty of Electrical Engineering and Computer Sciences, Ningbo University, 
      Ningbo, China.
AD  - Zhejiang Engineering Research Center of Advanced Mass Spectrometry and Clinical 
      Application, Institute of Mass Spectrometry, Ningbo University, Ningbo, China.
FAU - Cai, Jing
AU  - Cai J
AD  - Academic Affairs Department, Zhejiang Police College, Hangzhou, China.
FAU - Gao, Wenqing
AU  - Gao W
AD  - Zhejiang Engineering Research Center of Advanced Mass Spectrometry and Clinical 
      Application, Institute of Mass Spectrometry, Ningbo University, Ningbo, China.
FAU - Han, Renlu
AU  - Han R
AD  - Zhejiang Engineering Research Center of Advanced Mass Spectrometry and Clinical 
      Application, Institute of Mass Spectrometry, Ningbo University, Ningbo, China.
FAU - Wang, Haixing
AU  - Wang H
AD  - Key Laboratory of Drug Monitoring and Control of Zhejiang Province, National 
      Anti-Drug Laboratory Zhejiang Regional Center, Hangzhou, China.
FAU - Wu, Yanfei
AU  - Wu Y
AD  - Key Laboratory of Drug Monitoring and Control of Zhejiang Province, National 
      Anti-Drug Laboratory Zhejiang Regional Center, Hangzhou, China.
FAU - Wu, Jiawei
AU  - Wu J
AD  - Key Laboratory of Drug Monitoring and Control of Zhejiang Province, National 
      Anti-Drug Laboratory Zhejiang Regional Center, Hangzhou, China.
FAU - Wu, Yong
AU  - Wu Y
AUID- ORCID: 0000-0002-6133-9345
AD  - Zhejiang Engineering Research Center of Advanced Mass Spectrometry and Clinical 
      Application, Institute of Mass Spectrometry, Ningbo University, Ningbo, China.
FAU - Wang, Chenlu
AU  - Wang C
AD  - Zhejiang Engineering Research Center of Advanced Mass Spectrometry and Clinical 
      Application, Institute of Mass Spectrometry, Ningbo University, Ningbo, China.
FAU - Tang, Keqi
AU  - Tang K
AUID- ORCID: 0000-0003-0316-6850
AD  - Zhejiang Engineering Research Center of Advanced Mass Spectrometry and Clinical 
      Application, Institute of Mass Spectrometry, Ningbo University, Ningbo, China.
FAU - Yu, Jiancheng
AU  - Yu J
AD  - Faculty of Electrical Engineering and Computer Sciences, Ningbo University, 
      Ningbo, China.
AD  - Zhejiang Engineering Research Center of Advanced Mass Spectrometry and Clinical 
      Application, Institute of Mass Spectrometry, Ningbo University, Ningbo, China.
LA  - eng
GR  - 61971248/National Natural Science Foundation of China/
GR  - U20A20121/National Natural Science Foundation of China/
GR  - 2020C03064/Key Research and Development Program of Zhejiang Province/
GR  - LY22F010004/Natural Science Foundation of Zhejiang Province/
GR  - 2022Z241/Ningbo Science and Technology Project/
PT  - Journal Article
PL  - England
TA  - Rapid Commun Mass Spectrom
JT  - Rapid communications in mass spectrometry : RCM
JID - 8802365
SB  - IM
EDAT- 2023/08/15 00:42
MHDA- 2023/08/15 00:43
CRDT- 2023/08/14 23:45
PHST- 2023/06/30 00:00 [revised]
PHST- 2023/06/16 00:00 [received]
PHST- 2023/07/02 00:00 [accepted]
PHST- 2023/08/15 00:43 [medline]
PHST- 2023/08/15 00:42 [pubmed]
PHST- 2023/08/14 23:45 [entrez]
AID - 10.1002/rcm.9603 [doi]
PST - ppublish
SO  - Rapid Commun Mass Spectrom. 2023 Sep 30;37(18):e9603. doi: 10.1002/rcm.9603.