• Mass Spectrometry Letters
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• 제10권3호
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• pp.93-101
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• 2019

Algorithms and software for predicting tandem mass spectra have been developed in recent years. In this work, we explore how distinct in silico $MS^2$ spectra are predicted for isomers, i.e. compounds having the same formula and similar molecular structures, to differentiate between them. We used the CFM-ID 2.0/3.0 predictor with regard to (a) test compounds, whose experimental mass spectra had been randomly sampled from the MassBank of North America (MoNA) collection, and to (b) the most widespread isomers of test compounds searched in the PubChem database. In the first validation test, in silico mass spectra constitute a reference library, and library searches are performed for test experimental spectra of "unknowns". The searches led to the true positive rate (TPR) of ($46-48{\pm}10$)%. In the second test, in silico and experimental spectra were interchanged and this resulted in a TPR of ($58{\pm}10$)%. There were no significant differences between results obtained with different metrics of spectral similarity and predictor versions. In a comparison of test compounds vs. their isomers, a statistically significant correlation between mass spectral data and structural features was observed. The TPR values obtained should be regarded as reasonable results for predicting tandem mass spectra of related chemical structures.

• Mass Spectrometry Letters
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• 제10권2호
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• pp.50-55
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• 2019

The fragmentation statistics of ion trap CID (Collision-Induced Dissociation) spectra using 87,661 tandem mass spectra of doubly charged tryptic peptides are analyzed here. In contrast to the usual method of using intensity information, the frequency of occurrence of fragment ions, with respect to the position of the cleavage site and the residues at these sites is studied in this paper. The analysis shows that the frequency of occurrence of fragment ion peaks is more towards the middle of the peptide than its ends. It was noted that amino acid with an aromatic and basic side chain at N- & C- terminal end of the peptide stimulates more peaks at the lower end of the spectrum. The residue pair effect was shown when the amide bond occurs between acidic and basic residues. The fragmentation at these sites (D/E-H/R/K) stimulates the generation of the y-ion peak. Also, the cleavage site H-H/R/K stimulates the generation of b-ions. K-P environment in the peptide sequence has more tendency to generate y-ions than b-ions. Statistical analysis helps in the visualization of the CID fragmentation pattern. Cleavage pattern along the length of the peptide and the residue pair effects, enhance the knowledge of fragmentation behavior, which is useful for the better interpretation of tandem mass spectra.

• Mass Spectrometry Letters
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• 제4권4호
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• pp.79-82
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• 2013

Various types of alkaloids observed in several herbal medicines were analyzed by electrospray ionization tandem mass spectrometry in positive ion mode. In the present study, MS/MS spectralpatterns were investigated for eight-types of alkaloids (aporpine, protoberberine, tetrahydroprotoberberine, benzylisoquinoline, protopine, phthalide, morpine, and bisbenzylisoquinoline). For aporpine- and protoberberine-type alkaloids, main fragmentations occurred at substituted groups on rigid ring structures, not showing ring fusion. Interesting fragmentations due to iminolization and retro-Diels-Alder (RDA) reaction were observed in MS/MS spectra of protopine- and tetrahydroprotobereberine-type alkaloids. Also, several types of fragmentations such as inductive cleavage and ${\alpha}$-cleavage, or bond cleavage between two ring structures were observed depending on their structural characteristics. These fragmentation patterns are expected to allow instant classification of the specific alkaloid type in various MS/MS spectra of alkaloids.

• 한국정보과학회논문지:소프트웨어및응용
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• 제34권10호
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• pp.889-899
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• 2007

최근 프로테오믹스 분야에서 단백질의 추출, 분리기술의 발전과 고성능 질량분석 장비로 인하여 대량으로, 또 빠르게 샘플을 분석하는 것이 가능해짐에 따라서, 한번의 실험으로부터 얻어지는 실험데이타의 양이 대폭 늘어나게 되었다. 따라서 대량의 데이타를 어떻게 처리하여 필요한 정보만을 얻어내는가가 큰 이슈가 되고 있다. 하지만 기존의 데이타 해석과정은 불필요하게 계산자원을 낭비하는 요소를 상당 부분을 포함하고 있고, 이로 인해 데이타 해석 시간이 증가함은 물론, 종종 옳지 않은 해석 결과를 생성함으로써 결과에 대한 신뢰도의 저하를 초래했다. 본 논문에서는 기존의 데이타 해석 과정에서의 문제점을 지적하고, 데이타 처리의 효율을 높임과 동시에 해석 결과의 신뢰도를 제고하기 위한 SIFTER 시스템을 제안한다. SIFTER 시스템은 본격적인 데이타 해석에 앞서, 질량 스펙트럼의 질을 평가하고 하전량을 결정하는 소프트웨어를 제공한다. 탠덤 질량 스펙트럼에 나타나는 단편 이온의 특성을 고려하여 스펙트럼의 질과 하전량을 정확하게 결정하는 방법을 제공함으로써, 데이타 해석에 앞서 스펙트럼의 질이 낮아 해석이 불가능할 것이 분명한 경우 이들을 미리 제거하고 스펙트럼 해석과정에 잘못된 정보가 사용되지 않도록 한다. 결과적으로 데이타 해석과정에서의 효율과 해석결과의 정확성에 있어 대폭적인 개선을 기대할 수 있다.

• Mass Spectrometry Letters
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• 제9권1호
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• pp.17-23
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• 2018

Studies on the interactions of amyloidogenic proteins with trace metals, such as copper, have indicated that the metal ions perform a critical function in the early oligomerization process. Herein, we investigate the effects of Cu(II) ions on the active sequence regions of amyloidogenic proteins using electrospray ionization mass spectrometry (ESI-MS) and collision induced dissociation tandem MS (CID-MS/MS). We chose three amyloidogenic peptides NNQQNY, LYQLEN, and VQIVYK from yeast prion like protein Sup35, insulin chain A, and tau protein, respectively. [Cu-peptide] complexes for all three peptides were observed in the mass spectra. The mass spectra also show that increasing Cu(II) concentrations decrease the population of existing peptide oligomers. The tandem mass spectrum of NNQQNY shows preferential binding for the N-terminal region. All three peptides are likely to appear to be in a Cu-monomer-monomer (Cu-M-M) structure instead of a monomer-Cu-monomer (M-Cu-M) structure.

• Bioinformatics and Biosystems
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• 제1권2호
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• pp.109-114
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• 2006

프로테오믹스에서 얻는 탄뎀 질량 스펙트럼은 효소로 가수분해된 펩타이드의 전구이온(precursor ion) 분자량과 펩타이드에 에너지를 가하여 생성된 이온조각(fragment ion)들의 분자량값들로 구성된다. 탄뎀 질량스펙트럼의 전구이온 분자량은 단백질 서열 데이터베이스에서의 검객 과정에서 가장 먼저 고려하는 값이다. 단백질 검색 프로그램은 단백질 서열 중에 스펙트럼의 전구이온으로부터 계산된 분자량과 일치하는 펩타이드 서열들을 찾아내고, 이들 중의 하나를 이온조각들의 분자량 정보를 이용해서 선택한다. 이 때에 전구이온의 분자량은 사용자가 지정한 오차범위 내에서 일치하는 감을 검색하는데, 이때의 오차범위는 질량분석기의 정확도에 따라 결정된다. 본 논문에서는 인간 혈액의 혈장시료로부터 FT LTQ 질량분석기를 통해 얻어진 탄뎀 질량 스펙트럼에서 전구이온 분자량의 분포를 역순서열을 이용하여 분석하였다. 전구이온 분자량의 분포를 재해석하여 실험값의 정확도를 보정하고 단백질 동정의 성능을 향상시키는 방법을 모색하였다.

• Mass Spectrometry Letters
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• 제2권1호
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• pp.8-11
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• 2011

Two types of glycerolipids [monoacylglycerols (MAG) and cyclitols] were isolated by reversed phase high-performance liquid chromatography from the methanol extracts of a marine sponge, and analyzed by fast atom bombardment mass spectrometry (FAB-MS) in positive-ion mode. FAB mass spectra of these compounds yielded protonated molecules $[M + H]^+$ and abundant sodiated molecules $[M + Na]^+$ from a mixture of 3-nitrobenzyl alcohol and NaI. The structures of these compounds were elucidated by FAB-collisional-induced dissociation (CID)-tandem mass spectrometry. We carried out collision-indused dissociation (CID) of these lipids in B/E-linked scan mode. The CID B/E-linked scan of $[M + H]^+$ and $[M + Na]^+$ precursor ions resulted in the formation of numerous characteristic product ions through a series of dissociative processes. The product ions formed by charge-remote fragmentation (CRF) provided important information for the identification of the acyl chain structure substituted at the glycerol backbone. Some of the product the ions were diagnostic for the presence of a glycerol backbone or acyl chain structure.

• Bioinformatics and Biosystems
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• 제1권2호
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• pp.89-94
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• 2006

Mass spectrometry (MS) is widely applied for high throughput proteomics analysis. When large-scale proteome analysis experiments are performed, it generates massive amount of data. To search these proteomics data against protein databases, fully automated database search algorithms, such as Mascot and SEQUEST are routinely employed. At present, it is critical to reduce false positives and false negatives during such analysis. In this review we have focused on aspects of automated protein identification using tandem mass spectrometry (MS/MS) spectra and validation of the protein identifications of two most common automated protein identification algorithms Mascot and SEQUEST.

• Mass Spectrometry Letters
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• 제3권2호
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• pp.29-38
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• 2012

A new approach of volatile compounds analysis is proposed using a linear ion trap Orbitrap mass spectrometer coupled with gas chromatography through an atmospheric pressure photoionization interface. In the proposed GC-HRMS/MS approach, direct chemical composition analysis is made for the precursor ions in high resolution MS spectra and the structural identifications were made through the database search of high quality MS/MS spectra. Successful analysis of a complex perfume sample was demonstrated and compared with GC-EI-Q and GC-EI-TOF. The current approach is complementary to conventional GC-EI-MS analysis and can identify low abundance co-eluting compounds. Toluene co-sprayed as a dopant through API probe significantly enhanced ionization of certain compounds and reduced oxidation during the ionization.

• Bulletin of the Korean Chemical Society
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• 제35권3호
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• pp.919-924
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• 2014

Ambient ionization can be achieved by generating an electrospray directly from plant tissue ("leaf spray"). The resulting mass spectra are characteristic of ionizable phytochemicals in the plant material. By subtracting the leaf spray spectra recorded from the petals of two hibiscus species H. moscheutos and H. syriacus one gains rapid access to the metabolites that differ most in the two petals. One such compound was identified as the sambubioside of quercitin (or delphinidin) while others are known flavones. Major interest centered on a $C_{19}H_{29}NO_5$ compound that occurs only in the large H. moscheutos bloom. Attempts were made to characterize this compound by mass spectrometry alone as a test of such an approach. This showed that the compound is an alkaloid, assigned to the polyhydroxylated pyrrolidine class, and bound via a $C_3$ hydrocarbon unit to a monoterpene.