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Bianco M, Ventura G, Calvano CD, Losito I, Cataldi TRI, Monopoli A. Matrix Selection Strategies for MALDI-TOF MS/MS Characterization of Cyclic Tetrapyrroles in Blood and Food Samples. Molecules 2024; 29:868. [PMID: 38398620 PMCID: PMC10891649 DOI: 10.3390/molecules29040868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/05/2024] [Accepted: 02/11/2024] [Indexed: 02/25/2024] Open
Abstract
Cyclic tetrapyrrole derivatives such as porphyrins, chlorins, corrins (compounds with a corrin core), and phthalocyanines are a family of molecules containing four pyrrole rings usually coordinating a metal ion (Mg, Cu, Fe, Zn, etc.). Here, we report the characterization of some representative cyclic tetrapyrrole derivatives by MALDI-ToF/ToF MS analyses, including heme b and c, phthalocyanines, and protoporphyrins after proper matrix selection. Both neutral and acidic matrices were evaluated to assess potential demetallation, adduct formation, and fragmentation. While chlorophylls exhibited magnesium demetallation in acidic matrices, cyclic tetrapyrroles with Fe, Zn, Co, Cu, or Ni remained steadfast against demetallation across all conditions. Phthalocyanines and protoporphyrins were also detectable without a matrix using laser desorption ionization (LDI); however, the incorporation of matrices achieved the highest ionization yield, enhanced sensitivity, and negligible fragmentation. Three standard proteins, i.e., myoglobin, hemoglobin, and cytochrome c, were analyzed either intact or enzymatically digested, yielding heme b and heme c ions along with accompanying peptides. Furthermore, we successfully detected and characterized heme b in real samples, including blood, bovine and cod liver, and mussel. As a result, MALDI MS/MS emerged as a powerful tool for straightforward cyclic tetrapyrrole identification, even in highly complex samples. Our work paves the way for a more comprehensive understanding of cyclic tetrapyrroles in biological and industrial settings, including the geochemical field, as these compounds are a source of significant geological and geochemical information in sediments and crude oils.
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Affiliation(s)
- Mariachiara Bianco
- Department of Chemistry, University of Bari Aldo Moro, 70126 Bari, Italy; (M.B.); (G.V.); (I.L.); (T.R.I.C.)
| | - Giovanni Ventura
- Department of Chemistry, University of Bari Aldo Moro, 70126 Bari, Italy; (M.B.); (G.V.); (I.L.); (T.R.I.C.)
| | - Cosima Damiana Calvano
- Department of Chemistry, University of Bari Aldo Moro, 70126 Bari, Italy; (M.B.); (G.V.); (I.L.); (T.R.I.C.)
- Interdepartmental Research Center (SMART), University of Bari Aldo Moro, 70126 Bari, Italy
| | - Ilario Losito
- Department of Chemistry, University of Bari Aldo Moro, 70126 Bari, Italy; (M.B.); (G.V.); (I.L.); (T.R.I.C.)
- Interdepartmental Research Center (SMART), University of Bari Aldo Moro, 70126 Bari, Italy
| | - Tommaso R. I. Cataldi
- Department of Chemistry, University of Bari Aldo Moro, 70126 Bari, Italy; (M.B.); (G.V.); (I.L.); (T.R.I.C.)
- Interdepartmental Research Center (SMART), University of Bari Aldo Moro, 70126 Bari, Italy
| | - Antonio Monopoli
- Department of Chemistry, University of Bari Aldo Moro, 70126 Bari, Italy; (M.B.); (G.V.); (I.L.); (T.R.I.C.)
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Paulson AE, Premasiri WR, Ziegler LD, Lee YJ. Use of Nanoparticle Decorated Surface-Enhanced Raman Scattering Active Sol-Gel Substrates for SALDI-MS Analysis. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2023; 34:273-278. [PMID: 36594588 DOI: 10.1021/jasms.2c00285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
Abstract
Spectroscopy and mass spectrometry techniques are sometimes combined into the same analytical workflow to leverage each technique's analytical benefits. This combined workflow is especially useful in forensic and medical contexts where samples are often precious in nature. Here, we adopt metal nanoparticle (NP) doped sol-gel substrates, initially developed for surface-enhanced Raman scattering (SERS) analysis, as surface-assisted laser desorption/ionization-mass spectrometry (SALDI-MS) substrates. Using dried blood and sample protocols previously developed for SERS analysis, we observe heme-related spectral features on both silver and gold NP substrates by SALDI-MS, demonstrating dual functionality for these orthogonal techniques. Modifying the dried blood extraction procedures also allows for the observation of blood triacylglycerols by SALDI-MS. This is the first demonstration of a SERS/SALDI-MS substrate based on a sol-gel scaffold and the first demonstration of a gold NP sol-gel substrate for SALDI-MS which features lower substrate-related SALDI-MS background compared to the silver substrate.
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Affiliation(s)
- Andrew E Paulson
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
| | - W Ranjith Premasiri
- Department of Chemistry and Photonics Center, Boston University, Boston, Massachusetts 02215, United States
| | - Lawrence D Ziegler
- Department of Chemistry and Photonics Center, Boston University, Boston, Massachusetts 02215, United States
| | - Young Jin Lee
- Department of Chemistry, Iowa State University, Ames, Iowa 50011, United States
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3
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Wang Y, Ye X, Lan Q, Ke X, Hu L, Hu L. UPLC-MS/MS Determination of Linezolid and Heme in Plasma of Infected Patients and Correlation Analysis. BIOMED RESEARCH INTERNATIONAL 2021; 2021:6679076. [PMID: 34337043 PMCID: PMC8289587 DOI: 10.1155/2021/6679076] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Revised: 06/08/2021] [Accepted: 06/18/2021] [Indexed: 12/04/2022]
Abstract
Linezolid can cause serious haematological toxicity, such as thrombocytopenia and aneamia. Heme, composed of iron and porphyrin, is an important component of hemoglobin. In order to investigate the relationship between the concentration of linezolid and heme in the plasma of infected patients, a UPLC-MS/MS method that can determine the concentrations of linezolid and heme simultaneously was developed and validated. A total of 96 healthy subjects and 81 infected patients, who received blood routine blood tests, were included and determined by the UPLC-MS/MS method. The results showed that the concentration of linezolid was 5.08 ± 3.46 μg/mL in infected patients who were treated with linezolid. The heme in healthy subjects was 7.05 ± 8.68 μg/mL, and it was significantly decreased to 0.88 ± 0.79 μg/mL in infected patients (P < 0.01). Spearman correlation analysis showed that linezolid had a high negative correlation with platelet (PLT) (R = -0.309). Heme had a high positive correlation with hemoglobin (Hb) (R = 0.249) in healthy subjects and infected patients. The ROC analysis showed that heme had diagnostic value to distinguish low Hb (110 g/L). In conclusion, there was a positive correlation between heme and Hb, and this correlation was also observed in infected patients. A high concentration of linezolid was inclined to decrease PLT. Monitoring of heme and linezolid helps in the early diagnose of low Hb and PLT.
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Affiliation(s)
- Yingying Wang
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xuemei Ye
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Qin Lan
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Xiaofang Ke
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Lufeng Hu
- Department of Pharmacy, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou 325000, China
| | - Lichuan Hu
- Department of Pharmacy, Wenzhou Central Hospital, Wenzhou 325000, China
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4
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Hopp MT, Schmalohr BF, Kühl T, Detzel MS, Wißbrock A, Imhof D. Heme Determination and Quantification Methods and Their Suitability for Practical Applications and Everyday Use. Anal Chem 2020; 92:9429-9440. [PMID: 32490668 DOI: 10.1021/acs.analchem.0c00415] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Many research institutions, clinical diagnostic laboratories, and blood banks are desperately searching for a possibility to identify and quantify heme in different physiological and pathological settings as well as various research applications. The reasons for this are the toxicity of the heme and the fact that it acts as a hemolytic and pro-inflammatory molecule. Heme only exerts these severe and undesired effects when it is not incorporated in hemoproteins. Upon release from the hemoproteins, it enters a biologically available state (labile heme), in which it is loosely associated with proteins, lipids, nucleic acids, or other molecules. While the current methods and procedures for quantitative determination of heme have been used for many years in different settings, their value is limited by the challenging chemical properties of heme. A major cause of inadequate quantification is the separation of labile and permanently bound heme and its high aggregation potential. Thus, none of the current methods are utilized as a generally applicable, standardized approach. The aim of this Feature is to describe and summarize the most common and frequently used chemical, analytical, and biochemical methods for the quantitative determination of heme. Based on this overview, the most promising approaches for future solutions to heme quantification are highlighted.
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Affiliation(s)
- Marie-T Hopp
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, D-53121 Bonn, Germany
| | - Benjamin F Schmalohr
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, D-53121 Bonn, Germany
| | - Toni Kühl
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, D-53121 Bonn, Germany
| | - Milena S Detzel
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, D-53121 Bonn, Germany
| | - Amelie Wißbrock
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, D-53121 Bonn, Germany
| | - Diana Imhof
- Pharmaceutical Biochemistry and Bioanalytics, Pharmaceutical Institute, University of Bonn, D-53121 Bonn, Germany
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5
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He W, Huo Z, Sun X, Shen J. Facile and green synthesis of N, Cl-dual-doped carbon dots as a label-free fluorescent probe for hematin and temperature sensing. Microchem J 2020. [DOI: 10.1016/j.microc.2019.104528] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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6
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Jing D, Zhang S, Luo W, Gao X, Men Y, Ma C, Liu X, Yi Y, Bugde A, Zhou BO, Zhao Z, Yuan Q, Feng JQ, Gao L, Ge WP, Zhao H. Tissue clearing of both hard and soft tissue organs with the PEGASOS method. Cell Res 2018; 28:803-818. [PMID: 29844583 PMCID: PMC6082844 DOI: 10.1038/s41422-018-0049-z] [Citation(s) in RCA: 236] [Impact Index Per Article: 33.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2017] [Revised: 04/24/2018] [Accepted: 05/03/2018] [Indexed: 02/08/2023] Open
Abstract
Tissue clearing technique enables visualization of opaque organs and tissues in 3-dimensions (3-D) by turning tissue transparent. Current tissue clearing methods are restricted by limited types of tissues that can be cleared with each individual protocol, which inevitably led to the presence of blind-spots within whole body or body parts imaging. Hard tissues including bones and teeth are still the most difficult organs to be cleared. In addition, loss of endogenous fluorescence remains a major concern for solvent-based clearing methods. Here, we developed a polyethylene glycol (PEG)-associated solvent system (PEGASOS), which rendered nearly all types of tissues transparent and preserved endogenous fluorescence. Bones and teeth could be turned nearly invisible after clearing. The PEGASOS method turned the whole adult mouse body transparent and we were able to image an adult mouse head composed of bones, teeth, brain, muscles, and other tissues with no blind areas. Hard tissue transparency enabled us to reconstruct intact mandible, teeth, femur, or knee joint in 3-D. In addition, we managed to image intact mouse brain at sub-cellular resolution and to trace individual neurons and axons over a long distance. We also visualized dorsal root ganglions directly through vertebrae. Finally, we revealed the distribution pattern of neural network in 3-D within the marrow space of long bone. These results suggest that the PEGASOS method is a useful tool for general biomedical research.
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Affiliation(s)
- Dian Jing
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA.,State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Shiwen Zhang
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA.,State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Wenjing Luo
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA
| | - Xiaofei Gao
- Children's Research Institute, Departments of Pediatrics, Neuroscience, Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Yi Men
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA
| | - Chi Ma
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA
| | - Xiaohua Liu
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA
| | - Yating Yi
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA.,State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Abhijit Bugde
- Live Cell Imaging Core Facility, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Bo O Zhou
- State Key Laboratory of Cell Biology, Shanghai Institute of Biochemistry and Cell Biology, Chinese Academy of Sciences, University of Chinese Academy of Sciences, 320 Yueyang Road, Shanghai, 200031, China
| | - Zhihe Zhao
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Quan Yuan
- State Key Laboratory of Oral Diseases, National Clinical Research Center for Oral Diseases, West China Hospital of Stomatology, Sichuan University, Chengdu, 610041, China
| | - Jian Q Feng
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA
| | - Liang Gao
- Intelligent Imaging Innovations (3i) Inc., 3509 Ringsby Court, Denver, CO, 80216, USA
| | - Woo-Ping Ge
- Children's Research Institute, Departments of Pediatrics, Neuroscience, Neurology and Neurotherapeutics, UT Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Hu Zhao
- Department of Restorative Sciences, School of Dentistry, Texas A&M University, Dallas, TX, 75246, USA.
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Zhang QQ, Chen BB, Zou HY, Li YF, Huang CZ. Inner filter with carbon quantum dots: A selective sensing platform for detection of hematin in human red cells. Biosens Bioelectron 2017; 100:148-154. [PMID: 28886459 DOI: 10.1016/j.bios.2017.08.049] [Citation(s) in RCA: 68] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Revised: 08/14/2017] [Accepted: 08/21/2017] [Indexed: 12/21/2022]
Abstract
Hematin plays a crucial role in various physiological functions, and the determination of hematin in complex biological matrixes is a significant but difficult issue. Considering the unique photophysical/photochemical properties of carbon quantum dots (CQDs) prepared with p-aminobenzoic acid (PABA) and ethanol, a new strategy for the design of fluorescent probes for hematin has been achieved. The proposed sensor array is fabricated based on the inner filter effect (IFE) between hematin and CQDs with phenomenon of selective fluorescence quenching of CQDs which results from the strong absorption of the excitation and emission spectrum of CQDs by hematin. The fluorescence quenching of CQDs is closely related to the amount of hematin and there is a good linear relationship over the range of 0.5-10μM with a detection limit of 0.25μM. What's more, the fluorescence assay has been successfully applied for hematin sensing in healthy human red cells showing this sensing assay has a great potential prospect for detection of hematin in the complex matrixes.
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Affiliation(s)
- Qian Qian Zhang
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, China
| | - Bin Bin Chen
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, China
| | - Hong Yan Zou
- Chongqing Key Laboratory of Biomedical Analysis (Southwest University), Chongqing Science & Technology Commission, College of Pharmaceutical Sciences, Southwest University, Chongqing 400715, China.
| | - Yuan Fang Li
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, China
| | - Cheng Zhi Huang
- Key Laboratory of Luminescent and Real-Time Analytical Chemistry (Southwest University), Ministry of Education, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, China; Chongqing Key Laboratory of Biomedical Analysis (Southwest University), Chongqing Science & Technology Commission, College of Pharmaceutical Sciences, Southwest University, Chongqing 400715, China.
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8
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Ji L, Chen L, Wu P, Gervasio DF, Cai C. Highly Selective Fluorescence Determination of the Hematin Level in Human Erythrocytes with No Need for Separation from Bulk Hemoglobin. Anal Chem 2016; 88:3935-44. [DOI: 10.1021/acs.analchem.6b00131] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Affiliation(s)
- Lijuan Ji
- Jiangsu
Key Laboratory of New Power Batteries, Jiangsu Collaborative Innovation
Center of Biomedical Functional Materials, National and Local Joint
Engineering Research Center of Biomedical Functional Materials, College
of Chemistry and Materials Science, Nanjing Normal University, Nanjing 210097, P. R. China
| | - Li Chen
- Jiangsu
Key Laboratory of New Power Batteries, Jiangsu Collaborative Innovation
Center of Biomedical Functional Materials, National and Local Joint
Engineering Research Center of Biomedical Functional Materials, College
of Chemistry and Materials Science, Nanjing Normal University, Nanjing 210097, P. R. China
| | - Ping Wu
- Jiangsu
Key Laboratory of New Power Batteries, Jiangsu Collaborative Innovation
Center of Biomedical Functional Materials, National and Local Joint
Engineering Research Center of Biomedical Functional Materials, College
of Chemistry and Materials Science, Nanjing Normal University, Nanjing 210097, P. R. China
| | - Dominic F. Gervasio
- Department of Chemical & Environmental Engineering, University of Arizona, 1133 East James E. Rogers Way, Tucson, Arizona 85721, United States
| | - Chenxin Cai
- Jiangsu
Key Laboratory of New Power Batteries, Jiangsu Collaborative Innovation
Center of Biomedical Functional Materials, National and Local Joint
Engineering Research Center of Biomedical Functional Materials, College
of Chemistry and Materials Science, Nanjing Normal University, Nanjing 210097, P. R. China
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Hemozoin is a product of heme detoxification in the gut of the most medically important species of the family Opisthorchiidae. Int J Parasitol 2016; 46:147-156. [PMID: 26812025 DOI: 10.1016/j.ijpara.2015.12.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Revised: 12/08/2015] [Accepted: 12/10/2015] [Indexed: 02/06/2023]
Abstract
Many species of trematodes such as Schistosoma spp., Fasciola hepatica and Echinostoma trivolvis are blood-feeding parasites. Nevertheless, there is no consensus on the feeding habits of the family Opisthorchiidae (Opisthorchis felineus, Opisthorchis viverrini and Clonorchis sinensis). Previously, histological studies of O. felineus and C. sinensis revealed some dark stained material in their gut lumen. In this study we conducted a comprehensive analysis of the gut contents of three members of the family Opisthorchiidae (O. felineus, O. viverrini and C. sinensis). Using transmission electron microscopy, we demonstrated for the first known time the presence of disintegrating blood cells in the gut of O. felineus as well as electron-dense crystals in the gut of O. felineus and C. sinensis. Electron energy loss spectroscopy revealed iron atoms in these crystals, and mass spectrometry of the purified pigment demonstrated the presence of heme. Fourier-transform infrared spectroscopy identified the signature peaks of the common iron-carboxylate bond characteristic in crystals isolated from O. felineus and C. sinensis. Scanning electron microscopy showed layered ovoid crystals of various sizes from 50 nm to 2 μm. Morphological, chemical and paramagnetic properties of these crystals were similar to those of hemozoin from Schistosoma mansoni. Crystal formation occurs on the surface of lipid droplets in O. felineus and C. sinensis guts. Our results suggest that the diet of O. felineus and C. sinensis includes blood. Detoxification of the free heme produced during the digestion proceeds via formation of insoluble crystals that contain iron and heme dimers, i.e. crystals of hemozoin. Furthermore, we believe that biocrystallisation of hemozoin takes place on the surface of the lipid droplets, similar to S. mansoni. Hemozoin was not detected in the closely related species O. viverrini.
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10
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Aich A, Freundlich M, Vekilov PG. The free heme concentration in healthy human erythrocytes. Blood Cells Mol Dis 2015; 55:402-9. [PMID: 26460266 DOI: 10.1016/j.bcmd.2015.09.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2015] [Accepted: 09/16/2015] [Indexed: 01/29/2023]
Abstract
Heme, the prosthetic group of hemoglobin, may be released from its host due to an intrinsic instability of hemoglobin and accumulate in the erythrocytes. Free heme is in the form of hematin (Fe(3+) protoporphyrin IX OH) and follows several pathways of biochemical toxicity to tissues, cells, and organelles since it catalyzes the production of reactive oxygen species. To determine concentration of soluble free heme in human erythrocytes, we develop a new method. We lyse the red blood cells and isolate free heme from hemoglobin by dialysis. We use the heme to reconstitute horseradish peroxidase (HRP) from an excess of the apoenzyme and determine the HRP reaction rate from the evolution of the emitted luminescence. We find that in a population of five healthy adults the average free heme concentration in the erythrocytes is 21±2μM, ca. 100× higher than previously determined. Tests suggest that the lower previous value was due to the use of elevated concentrations of NaCl, which drive hematin precipitation and re-association with apoglobin. We show that the found hematin concentration is significantly higher than estimates based on equilibrium release and the known hematin dimerization. The factors that lead to enhanced heme release remain an open question.
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Affiliation(s)
- Anupam Aich
- Department of Chemical and Biomolecular Engineering, University of Houston, 4800 Calhoun Road, Houston, TX 77204, USA
| | - Melissa Freundlich
- Department of Chemical and Biomolecular Engineering, University of Houston, 4800 Calhoun Road, Houston, TX 77204, USA; École Nationale Supérieure de Chimie de Paris, 11, rue Pierre et Marie Curie, 75231 PARIS Cedex 05, France
| | - Peter G Vekilov
- Department of Chemical and Biomolecular Engineering, University of Houston, 4800 Calhoun Road, Houston, TX 77204, USA; Department of Chemistry, University of Houston, 4800 Calhoun Road, Houston, TX 77204, USA.
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11
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Li R, Jiang Q, Cheng H, Zhang G, Zhen M, Chen D, Ge J, Mao L, Wang C, Shu C. G-quadruplex DNAzymes-induced highly selective and sensitive colorimetric sensing of free heme in rat brain. Analyst 2015; 139:1993-9. [PMID: 24600682 DOI: 10.1039/c3an02025h] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Direct selective determination of free heme in the cerebral system is of great significance due to the crucial roles of free heme in physiological and pathological processes. In this work, a G-quadruplex DNAzymes-induced highly sensitive and selective colorimetric sensing of free heme in rat brain is established. Initially, the conformation of an 18-base G-rich DNA sequence, PS2.M (5'-GTGGGTAGGGCGGGTTGG-3'), in the presence of K(+), changes from a random coil to a "parallel" G-quadruplex structure, which can bind free heme in the cerebral system with high affinity through π-π stacking. The resulted heme/G-quadruplex complex exhibits high peroxidase-like activity, which can be used to catalyze the oxidation of colorless ABTS(2-) to green ABTS˙(-) by H2O2. The concentration of heme can be evaluated by the naked eye and determined by UV-vis spectroscopy. The signal output showed a linear relationship for heme within the concentration range from 1 to 120 nM with a detection limit of 0.637 nM. The assay demonstrated here was highly selective and free from the interference of physiologically important species such as dopamine (DA), 3,4-dihydroxyphenylacetic acid (DOPAC), ascorbate acid (AA), cysteine, uric acid (UA), glucose and lactate in the cerebral system. The basal dialysate level of free heme in the microdialysate from the striatum of adult male Sprague-Dawley rats was determined to be 32.8 ± 19.5 nM (n = 3). The analytic protocol possesses many advantages, including theoretical simplicity, low-cost technical and instrumental demands, and responsible detection of heme in rat brain microdialysate.
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Affiliation(s)
- Ruimin Li
- Beijing National Laboratory for Molecular Sciences, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, P. R. China.
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12
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Ehrhardt CJ, Murphy DL, Robertson JM, Bannan JD. Fatty Acid Profiles for Differentiating Growth Medium Formulations Used to Culture Bacillus cereus T-strain Spores. J Forensic Sci 2015; 60:1022-9. [PMID: 25854710 DOI: 10.1111/1556-4029.12771] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2014] [Revised: 06/20/2014] [Accepted: 07/21/2014] [Indexed: 12/31/2022]
Abstract
Microbial biomarkers that indicate aspects of an organism's growth conditions are important targets of forensic research. In this study, we examined fatty acid composition as a signature for the types of complex nutrients in the culturing medium. Bacillus cereus T-strain spores were grown in medium formulations supplemented with one of the following: peptone (meat protein), tryptone (casein protein), soy protein, and brain-heart infusion. Cellular biomass was profiled with fatty acid methyl ester (FAME) analysis. Results showed peptone cultures produced spores enriched in straight-chained lipids. Tryptone cultures produced spores enriched in branched-odd lipids when compared with peptone, soy, and brain-heart formulations. The observed FAME variation was used to construct a set of discriminant functions that could help identify the nutrients in a culturing recipe for an unknown spore sample. Blinded classification tests were most successful for spores grown on media containing peptone and tryptone, showing 88% and 100% correct identification, respectively.
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Affiliation(s)
- Christopher J Ehrhardt
- Department of Forensic Science, Virginia Commonwealth University, Grace E. Harris Hall South, 1015 Floyd Avenue, Richmond, VA
| | - Devonie L Murphy
- Counterterrorism and Forensic Science Research Unit, Visiting Scientist Program, Federal Bureau of Investigation, Laboratory Division, 2501 Investigation Parkway, Quantico, VA 22135.,Counterterrorism and Forensic Science Research Unit, Federal Bureau of Investigation, Laboratory Division, 2501 Investigation Parkway, Quantico, VA 22135
| | - James M Robertson
- Counterterrorism and Forensic Science Research Unit, Federal Bureau of Investigation, Laboratory Division, 2501 Investigation Parkway, Quantico, VA 22135
| | - Jason D Bannan
- Biological Program Science Advisor, Federal Bureau of Investigation, Laboratory Division, 2501 Investigation Parkway, Quantico, VA 22135
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13
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Aich A, Pan W, Vekilov PG. Thermodynamic mechanism of free heme action on sickle cell hemoglobin polymerization. AIChE J 2015. [DOI: 10.1002/aic.14800] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Anupam Aich
- Department of Chemical and Biomolecular Engineering; University of Houston; Houston TX 77204
| | - Weichun Pan
- Department of Chemical and Biomolecular Engineering; University of Houston; Houston TX 77204
| | - Peter G. Vekilov
- Department of Chemical and Biomolecular Engineering; University of Houston; Houston TX 77204
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14
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Wunschel D, Tulman E, Engelmann H, Clowers BH, Geary S, Robinson A, Liao X. Forensic proteomics of poxvirus production. Analyst 2013; 138:6385-97. [PMID: 23979794 DOI: 10.1039/c3an00711a] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The field of microbial forensics has recently sought to develop methods to discern biological signatures to indicate production methods for biological agents. Viral agents have received less attention to date. Their obligate propagation in living cells makes purification from cellular material a challenge. This leads to potential carryover of protein-rich signatures of their production system. Here we have explored a proteomic analysis of vaccinia virus as a model poxvirus system in which to compare samples of virus propagated in different cell lines and subjected to different purification schemes. The proteomic data sets indicated viral, host cell and culture medium proteins. Several layers of data analysis were applied to build confidence in the peptide identification and capture information on the taxonomic utility of each. The analysis showed clear shifts in protein profiles with virus purification, with successive gradient purification steps showing different levels of viral protein enrichment. Peptides from cellular proteins, including those present in purified virus preparations, provided signatures which enabled discrimination of cell line substrates, including distinguishing between cells derived from different primate species. The ability to discern multiple aspects of viral production demonstrates the potential value of proteomic analysis as tool for microbial forensics.
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Affiliation(s)
- David Wunschel
- Chemical and Biological Signature Sciences Group, Pacific Northwest National Laboratory, Richland, Washington, USA.
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15
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Briand VA, Thilakarathne V, Kasi RM, Kumar CV. Novel surface plasmon resonance sensor for the detection of heme at biological levels via highly selective recognition by apo-hemoglobin. Talanta 2012; 99:113-8. [DOI: 10.1016/j.talanta.2012.05.026] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2012] [Revised: 05/10/2012] [Accepted: 05/16/2012] [Indexed: 01/18/2023]
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16
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The effect of growth medium on B. anthracis Sterne spore carbohydrate content. J Microbiol Methods 2011; 85:183-9. [PMID: 21396405 DOI: 10.1016/j.mimet.2011.02.015] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2011] [Revised: 02/23/2011] [Accepted: 02/28/2011] [Indexed: 11/21/2022]
Abstract
The expressed characteristics of biothreat agents may be impacted by variations in the culture environment, including growth medium formulation. The carbohydrate composition of B. anthracis spores has been well studied, particularly for the exosporium, which is the outermost spore structure. The carbohydrate composition of the exosporium has been demonstrated to be distinct from the vegetative form containing unique monosaccharides. We have investigated the carbohydrate composition of B. anthracis Sterne spores produced using four different medium types formulated with different sources of medium components. The amount of rhamnose, 3-O-methyl rhamnose and galactosamine was found to vary significantly between spores cultured using different medium formulations. The relative abundance of these monosaccharides compared to other monosaccharides such as mannosamine was also found to vary with medium type. Specific medium components were also found to impact the carbohydrate profile. Xylose has not been previously described in B. anthracis spores but was detected at low levels in two media. This may represent residual material from the brewery yeast extract used to formulate these two media. These results illustrate the utility of this method to capture the impact of growth medium on carbohydrate variation in spores. Detecting carbohydrate profiles in B. anthracis evidentiary material may provide useful forensic information on the growth medium used for sporulation.
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17
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Wahl KL, Colburn HA, Wunschel DS, Petersen CE, Jarman KH, Valentine NB. Residual agar determination in bacterial spores by electrospray ionization mass spectrometry. Anal Chem 2010; 82:1200-6. [PMID: 20073479 DOI: 10.1021/ac901491c] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Presented here is an analytical method to detect residual agar from a bacterial spore sample as an indication of culturing on an agar plate. This method is based on the resolubilization of agar polysaccharide from a bacterial spore sample, enzymatic digestion, followed by electrospray ionization tandem mass spectrometry (ESI-MS(n)) analysis for detection of a specific agar fragment ion. A range of Bacillus species and strains were selected to demonstrate the effectiveness of this approach. The characteristic agar fragment ion was detected in the spores grown on agar that were washed from 1 to 5 times, irradiated or nonirradiated, and not in the spores grown in broth. A sample containing approximately 10(8) spores is currently needed for confident detection of residual agar from culture on agar plates in the presence of bacterial spores with a limit of detection of approximately 1 ppm agar spiked into a broth-grown spore sample. The results of a proficiency test with 42 blinded samples are presented demonstrating the utility of this method with no false positives and only three false negatives for samples that were below the detection level of the method as documented.
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Affiliation(s)
- Karen L Wahl
- Pacific Northwest National Laboratory, P.O. Box 999, MS P7-50, Richland, Washington 99352, USA.
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18
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Spatially resolved characterization of water and ion incorporation in Bacillus spores. Appl Environ Microbiol 2010; 76:3275-82. [PMID: 20348293 DOI: 10.1128/aem.02485-09] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We present the first direct visualization and quantification of water and ion uptake into the core of individual dormant Bacillus thuringiensis subsp. israelensis (B. thuringiensis subsp. israelensis) endospores. Isotopic and elemental gradients in the B. thuringiensis subsp. israelensis spores show the permeation and incorporation of deuterium in deuterated water (D(2)O) and solvated ions throughout individual spores, including the spore core. Under hydrated conditions, incorporation into a spore occurs on a time scale of minutes, with subsequent uptake of the permeating species continuing over a period of days. The distribution of available adsorption sites is shown to vary with the permeating species. Adsorption sites for Li(+), Cs(+), and Cl(-) are more abundant within the spore outer structures (exosporium, coat, and cortex) relative to the core, while F(-) adsorption sites are more abundant in the core. The results presented here demonstrate that elemental abundance and distribution in dormant spores are influenced by the ambient environment. As such, this study highlights the importance of understanding how microbial elemental and isotopic signatures can be altered postproduction, including during sample preparation for analysis, and therefore, this study is immediately relevant to the use of elemental and isotopic markers in environmental microbiology and microbial forensics.
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19
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Use of fatty acid methyl ester profiles for discrimination of Bacillus cereus T-strain spores grown on different media. Appl Environ Microbiol 2010; 76:1902-12. [PMID: 20097814 DOI: 10.1128/aem.02443-09] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
The goal of this study was to determine if cellular fatty acid methyl ester (FAME) profiling could be used to distinguish among spore samples from a single species (Bacillus cereus T strain) that were prepared on 10 different medium formulations. To analyze profile differences and identify FAME biomarkers diagnostic for the chemical constituents in each sporulation medium, a variety of statistical techniques were used, including nonmetric multidimensional scaling (nMDS), analysis of similarities (ANOSIM), and discriminant function analysis (DFA). The results showed that one FAME biomarker, oleic acid (18:1 omega9c), was exclusively associated with spores grown on Columbia agar supplemented with sheep blood and was indicative of blood supplements that were present in the sporulation medium. For spores grown in other formulations, multivariate comparisons across several FAME biomarkers were required to discern profile differences. Clustering patterns in nMDS plots and R values from ANOSIM revealed that dissimilarities among FAME profiles were most pronounced when spores grown with disparate sources of complex additives or protein supplements were compared (R > 0.8), although other factors also contributed to FAME differences. DFA indicated that differentiation could be maximized with a targeted subset of FAME variables, and the relative contributions of branched FAME biomarkers to group dissimilarities changed when different media were compared. When taken together, these analyses indicate that B. cereus spore samples grown in different media can be resolved with FAME profiling and that this may be a useful technique for providing intelligence about the production methods of Bacillus organisms in a forensic investigation.
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20
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Nishikaze T, Amano J. Reverse thin layer method for enhanced ion yield of oligosaccharides in matrix-assisted laser desorption/ionization. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2009; 23:3787-3794. [PMID: 19902420 DOI: 10.1002/rcm.4320] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
A sample preparation method that is suitable for sensitive detection of underivatized oligosaccharides by matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) has been investigated. As compared with the conventional dried-droplet or ethanol (EtOH) recrystallization method, superior mass spectra in terms of ion yield and signal-to-noise (s/n) ratio were obtained when methanol (MeOH) was used as a solvent for the mixture of matrix and oligosaccharides. Based on these results, a new sample preparation method, named the 'reverse thin layer method', was developed. This method comprises two steps: first, complete drying of the oligosaccharide solution on the MALDI target plate; and second, deposition of the matrix dissolved in a small amount of MeOH. Using this method, a relatively homogeneous matrix crystal was generated and higher yields of both positive and negative ions were obtained from oligosaccharides compared with conventional methods. Notably, the method can be applied to various matrices including both solid and liquid matrices.
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Affiliation(s)
- Takashi Nishikaze
- Laboratory of Glycobiology, The Noguchi Institute, 1-8-1 Kaga, Itabashi, Tokyo 173-0003, Japan
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21
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Li X, Wu X, Kim JM, Kim SS, Jin M, Li D. MALDI-TOF-MS analysis of small molecules using modified mesoporous material SBA-15 as assisted matrix. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2009; 20:2167-2173. [PMID: 19762253 DOI: 10.1016/j.jasms.2009.08.003] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2009] [Revised: 08/05/2009] [Accepted: 08/05/2009] [Indexed: 05/28/2023]
Abstract
Mesoporous silica, SBA-15 was successfully functionalized with quinoline moiety, and was applied as a matrix in the MALDI-TOF-MS analysis of small molecules. The modified SBA-15 material [SBA-15-8-(3-(triethoxysilyl)propoxy) quinoline, SBA-15-8QSi] was obtained by using calcined SBA-15 and 8-hydroxy quinoline. The structure of the functionalized mesoporous material was systemically characterized by TEM, the N(2) adsorption-desorption isotherm technique and FT-IR spectra. Compared with DHB and SBA-15, SBA-15-8QSi demonstrated several advantages in the analysis of small molecules with MALDI-TOF-MS, such as less background interference ions, high homogeneity, and better reproducibility. Based on these results, the various analytical parameters were optimized. The ideal operating conditions were (1) methanol used as the dissolving solvent; (2) sample first dropping method; (3) a ratio between the analyte and the matrix of 3.5:10. Under these optimization conditions, a low detection limit (8 pmol for L-Arginine-HCl) and high reproducibility (< or = 29%) were obtained. This technique was successfully applied to the analysis of various types of small molecules, such as saccharides, amino acids, metabolites, and natural honey.
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Affiliation(s)
- Xiuhua Li
- Key Laboratory of Nature Resource of Changbai Mountain and Functional Molecular (Yanbian University), Ministry of Education, Jilin, China
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22
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WEBER P, GRAHAM G, TESLICH N, CHAN WMOBERLY, GHOSAL S, LEIGHTON T, WHEELER K. NanoSIMS imaging of Bacillus spores sectioned by focused ion beam. J Microsc 2009; 238:189-99. [DOI: 10.1111/j.1365-2818.2009.03336.x] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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23
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Demirev PA, Fenselau C. Mass spectrometry in biodefense. JOURNAL OF MASS SPECTROMETRY : JMS 2008; 43:1441-57. [PMID: 18720458 DOI: 10.1002/jms.1474] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Potential agents for biological attacks include both microorganisms and toxins. In mass spectrometry (MS), rapid identification of potential bioagents is achieved by detecting the masses of unique biomarkers, correlated to each agent. Currently, proteins are the most reliable biomarkers for detection and characterization of both microorganisms and toxins, and MS-based proteomics is particularly well suited for biodefense applications. Confident identification of an organism can be achieved by top-down proteomics following identification of individual protein biomarkers from their tandem mass spectra. In bottom-up proteomics, rapid digestion of intact protein biomarkers is again followed by MS/MS to provide unambiguous bioagent identification and characterization. Bioinformatics obviates the need for culturing and rigorous control of experimental variables to create and use MS fingerprint libraries for various classes of bioweapons. For specific applications, MS methods, instruments and algorithms have also been developed for identification based on biomarkers other than proteins and peptides.
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Affiliation(s)
- Plamen A Demirev
- Applied Physics Laboratory, Johns Hopkins University, Laurel, MD 20723, USA.
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24
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Ghosal S, Fallon SJ, Leighton TJ, Wheeler KE, Kristo MJ, Hutcheon ID, Weber PK. Imaging and 3D elemental characterization of intact bacterial spores by high-resolution secondary ion mass spectrometry. Anal Chem 2008; 80:5986-92. [PMID: 18578543 DOI: 10.1021/ac8006279] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We present a quantitative, imaging technique based on nanometer-scale secondary ion mass spectrometry for mapping the 3D elemental distribution present in an individual micrometer-sized Bacillus spore. We use depth profile analysis to access the 3D compositional information of an intact spore without the additional sample preparation steps (fixation, embedding, and sectioning) typically used to access substructural information in biological samples. The method is designed to ensure sample integrity for forensic characterization of Bacillus spores. The minimal sample preparation/alteration required in this methodology helps to preserve sample integrity. Furthermore, the technique affords elemental distribution information at the individual spore level with nanometer-scale spatial resolution and high (microg/g) analytical sensitivity. We use the technique to map the 3D elemental distribution present within Bacillus thuringiensis israelensis spores.
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Affiliation(s)
- Sutapa Ghosal
- Lawrence Livermore National Laboratory, Livermore, California 94551, USA.
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25
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Jarman KH, Kreuzer-Martin HW, Wunschel DS, Valentine NB, Cliff JB, Petersen CE, Colburn HA, Wahl KL. Bayesian-integrated microbial forensics. Appl Environ Microbiol 2008; 74:3573-82. [PMID: 18390682 PMCID: PMC2423015 DOI: 10.1128/aem.02526-07] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2007] [Accepted: 03/23/2008] [Indexed: 11/20/2022] Open
Abstract
In the aftermath of the 2001 anthrax letters, researchers have been exploring ways to predict the production environment of unknown-source microorganisms. Culture medium, presence of agar, culturing temperature, and drying method are just some of the broad spectrum of characteristics an investigator might like to infer. The effects of many of these factors on microorganisms are not well understood, but the complex way in which microbes interact with their environments suggests that numerous analytical techniques measuring different properties will eventually be needed for complete characterization. In this work, we present a Bayesian statistical framework for integrating disparate analytical measurements. We illustrate its application to the problem of characterizing the culture medium of Bacillus spores using three different mass spectral techniques. The results of our study suggest that integrating data in this way significantly improves the accuracy and robustness of the analyses.
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Affiliation(s)
- Kristin H Jarman
- Pacific Northwest National Laboratory, PO Box 999/MS K9-72, Richland, WA 99352, USA.
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26
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Wunschel DS, Colburn HA, Fox A, Fox KF, Harley WM, Wahl JH, Wahl KL. Detection of agar, by analysis of sugar markers, associated with Bacillus anthracis spores, after culture. J Microbiol Methods 2008; 74:57-63. [PMID: 18538426 DOI: 10.1016/j.mimet.2008.04.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2008] [Accepted: 04/07/2008] [Indexed: 11/28/2022]
Abstract
Detection of small quantities of agar associated with spores of Bacillus anthracis could provide key information regarding its source or growth characteristics. Agar, widely used in growth of bacteria on solid surfaces, consists primarily of repeating polysaccharide units of 3,6-anhydro-l-galactose (AGal) and galactose (Gal) with sulfated and O-methylated galactoses present as minor constituents. Two variants of the alditol acetate procedure were evaluated for detection of potential agar markers associated with spores. The first method employed a reductive hydrolysis step, to stabilize labile anhydrogalactose, by converting to anhydrogalactitol. The second eliminated the reductive hydrolysis step simplifying the procedure. Anhydrogalactitol, derived from agar, was detected using both derivatization methods followed by gas chromatography-mass spectrometry (GC-MS) analysis. However, challenges with artifactual background (reductive hydrolysis) or marker destruction (hydrolysis) respectively lead to the use of an alternative agar marker. A minor agar component, 6-O-methyl galactose (6-O-M gal), was readily detected in agar-grown but not broth-grown bacteria. Detection was optimized by the use of gas chromatography-tandem mass spectrometry (GC-MS-MS). With appropriate choice of sugar marker and analytical procedure, detection of sugar markers for agar has considerable potential in microbial forensics.
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Affiliation(s)
- David S Wunschel
- Chemical and Biological Sciences, Pacific Northwest National Laboratory, Richland, WA 99352, United States.
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27
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Demirev PA, Fenselau C. Mass spectrometry for rapid characterization of microorganisms. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2008; 1:71-93. [PMID: 20636075 DOI: 10.1146/annurev.anchem.1.031207.112838] [Citation(s) in RCA: 96] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Advances in instrumentation, proteomics, and bioinformatics have contributed to the successful applications of mass spectrometry (MS) for detection, identification, and classification of microorganisms. These MS applications are based on the detection of organism-specific biomarker molecules, which allow differentiation between organisms to be made. Intact proteins, their proteolytic peptides, and nonribosomal peptides have been successfully utilized as biomarkers. Sequence-specific fragments for biomarkers are generated by tandem MS of intact proteins or proteolytic peptides, obtained after, for instance, microwave-assisted acid hydrolysis. In combination with proteome database searching, individual biomarker proteins are unambiguously identified from their tandem mass spectra, and from there the source microorganism is also identified. Such top-down or bottom-up proteomics approaches permit rapid, sensitive, and confident characterization of individual microorganisms in mixtures and are reviewed here. Examples of MS-based functional assays for detection of targeted microorganisms, e.g., Bacillus anthracis, in environmental or clinically relevant backgrounds are also reviewed.
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28
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Wu HP, Su CL, Chang HC, Tseng WL. Sample-First Preparation: A Method for Surface-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry Analysis of Cyclic Oligosaccharides. Anal Chem 2007; 79:6215-21. [PMID: 17630769 DOI: 10.1021/ac070847e] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A new sample preparation method for the analysis of cyclic oligosaccharides in surface-assisted laser desorption/ionization mass spectrometry (SALDI-MS) is presented. We call this new technique "sample first method", in which a sample is deposited first and then bare gold nanoparticles (AuNPs), which serve as the SALDI matrixes, are added to the top of the sample layer. The use of the sample first method offers significant advantages for improving shot-to-shot reproducibility, enhancing the ionization efficiency of the analyte, and reducing sample preparation time as compared to the dried-droplet method, wherein samples and bare AuNPs are mixed and dried together. The relative standard deviation (RSD) values of the signal intensity as calculated from 65 sample spots was 25% when the sample first methods were applied to the analysis of beta-cyclodextrin. The results were more homogeneous as compared to the outcome using dried-droplet preparation of AuNPs (RSD=66%) and 2,5-dihydroxybenzoic acid (RSD=209%). We also found out that the optimal concentration of AuNP for ionization efficiency is 7.4 nM (4.52x10(12) particles/mL) while the lowest detectable concentration of cyclic oligosaccharides through this approach is 0.25 microM. Except for the cyclic oligosaccharide, the proposed method was also applied to the analyses of other biological samples, including neutral carbohydrate and steroid, aminothiols, and peptides as well as proteins.
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Affiliation(s)
- Hsin-Pin Wu
- Department of Chemistry, National Sun Yat-sen University, Kaohsiung, Taiwan
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29
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Kreuzer-Martin HW, Jarman KH. Stable isotope ratios and forensic analysis of microorganisms. Appl Environ Microbiol 2007; 73:3896-908. [PMID: 17468274 PMCID: PMC1932740 DOI: 10.1128/aem.02906-06] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2006] [Accepted: 04/21/2007] [Indexed: 11/20/2022] Open
Abstract
In the aftermath of the anthrax letters of 2001, researchers have been exploring various analytical signatures for the purpose of characterizing the production environment of microorganisms. One such signature is stable isotope ratios, which in heterotrophs, are a function of nutrient and water sources. Here we discuss the use of stable isotope ratios in microbial forensics, using as a database the carbon, nitrogen, oxygen, and hydrogen stable isotope ratios of 247 separate cultures of Bacillus subtilis 6051 spores produced on a total of 32 different culture media. In the context of using stable isotope ratios as a signature for sample matching, we present an analysis of variations between individual samples, between cultures produced in tandem, and between cultures produced in the same medium but at different times. Additionally, we correlate the stable isotope ratios of carbon, nitrogen, oxygen, and hydrogen for growth medium nutrients or water with those of spores and show examples of how these relationships can be used to exclude nutrient or water samples as possible growth substrates for specific cultures.
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Affiliation(s)
- Helen W Kreuzer-Martin
- Pacific Northwest National Laboratory, 999 Battelle Blvd., P8-13, Richland, WA 99352, USA.
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30
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Poljak A, Grant R, Austin CJD, Jamie JF, Willows RD, Takikawa O, Littlejohn TK, Truscott RJW, Walker MJ, Sachdev P, Smythe GA. Inhibition of indoleamine 2,3 dioxygenase activity by H2O2. Arch Biochem Biophys 2006; 450:9-19. [PMID: 16624246 DOI: 10.1016/j.abb.2006.03.003] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2006] [Revised: 02/12/2006] [Accepted: 03/02/2006] [Indexed: 11/23/2022]
Abstract
Indoleamine 2,3-dioxygenase is the first and rate limiting enzyme of the kynurenine pathway of tryptophan metabolism, has potent effects on cell proliferation and mediates antimicrobial, antitumorogenic, and immunosuppressive effects. As a potent cytotoxic effector, the mechanisms of indoleamine 2,3-dioxygenase inhibition deserve greater attention. The work presented here represents the first systematic study exploring the mechanisms by which low levels of hydrogen peroxide (10-100 microM) inhibit indoleamine 2,3-dioxygenase in vitro. Following brief peroxide exposure both enzyme inhibition and structural changes were observed. Loss of catalysis was accompanied by oxidation of several cysteine residues to sulfinic and sulfonic acids, observed by electrospray and MALDI mass spectrometry. Enzyme activity could in part be preserved in the presence of sulfhydryl containing compounds, particularly DTT and methionine. However, these structural alterations did not prevent substrate (l-tryptophan) binding. Some enzyme activity could be recovered in the presence of thioredoxin, indicating that the inhibitory effect of H(2)O(2) is at least partially reversible in vitro. We present evidence that cysteine oxidation represents one mechanism of indoleamine 2,3-dioxygenase inhibition.
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MESH Headings
- Dose-Response Relationship, Drug
- Enzyme Activation/drug effects
- Enzyme Inhibitors/chemistry
- Enzyme Inhibitors/immunology
- Enzyme Inhibitors/metabolism
- Hydrogen Peroxide/chemistry
- Hydrogen Peroxide/immunology
- Hydrogen Peroxide/metabolism
- Immune Tolerance/physiology
- Indoleamine-Pyrrole 2,3,-Dioxygenase/antagonists & inhibitors
- Indoleamine-Pyrrole 2,3,-Dioxygenase/chemistry
- Indoleamine-Pyrrole 2,3,-Dioxygenase/immunology
- Indoleamine-Pyrrole 2,3,-Dioxygenase/metabolism
- Neoplasms/enzymology
- Neoplasms/immunology
- Oxidation-Reduction/drug effects
- Protein Binding/drug effects
- Protein Structure, Tertiary/drug effects
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
- Substrate Specificity/drug effects
- Sulfhydryl Compounds/chemistry
- Tryptophan/chemistry
- Tryptophan/immunology
- Tryptophan/metabolism
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Affiliation(s)
- Anne Poljak
- Bioanalytical Mass Spectrometry Facility, University of New South Wales, Sydney, Australia.
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31
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Wilkes JG, Buzatu DA, Dare DJ, Dragan YP, Chiarelli MP, Holland RD, Beaudoin M, Heinze TM, Nayak R, Shvartsburg AA. Improved cell typing by charge-state deconvolution of matrix-assisted laser desorption/ionization mass spectra. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2006; 20:1595-603. [PMID: 16628570 DOI: 10.1002/rcm.2475] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Robust, specific, and rapid identification of toxic strains of bacteria and viruses, to guide the mitigation of their adverse health effects and optimum implementation of other response actions, remains a major analytical challenge. This need has driven the development of methods for classification of microorganisms using mass spectrometry, particularly matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS), that allows high-throughput analyses with minimum sample preparation. We describe a novel approach to cell typing based on pattern recognition of MALDI mass spectra, which involves charge-state deconvolution in conjunction with a new correlation analysis procedure. The method is applicable to both prokaryotic and eukaryotic cells. Charge-state deconvolution improves the quantitative reproducibility of spectra because multiply charged ions resulting from the same biomarker attaching a different number of protons are recognized and their abundances are combined. This allows a clearer distinction of bacterial strains or of cancerous and normal liver cells. Improved class distinction provided by charge-state deconvolution was demonstrated by cluster spacing on canonical variate score charts and by correlation analyses. Deconvolution may enhance detection of early disease state or therapy progress markers in various tissues analyzed by MALDI-MS.
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Affiliation(s)
- Jon G Wilkes
- National Center for Toxicological Research, FDA, 3900 NCTR Road, Jefferson, AR 72079, USA.
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Cliff JB, Jarman KH, Valentine NB, Golledge SL, Gaspar DJ, Wunschel DS, Wahl KL. Differentiation of spores of Bacillus subtilis grown in different media by elemental characterization using time-of-flight secondary ion mass spectrometry. Appl Environ Microbiol 2005; 71:6524-30. [PMID: 16269677 PMCID: PMC1287663 DOI: 10.1128/aem.71.11.6524-6530.2005] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
We demonstrate the use of time-of-flight secondary ion mass spectrometry (TOF-SIMS) in a forensics application to distinguish Bacillus subtilis spores grown in various media based on the elemental signatures of the spores. Triplicate cultures grown in each of four different media were analyzed to obtain TOF-SIMS signatures comprised of 16 elemental intensities. Analysis of variance was unable to distinguish growth medium types based on 40Ca-normalized signatures of any single normalized element. Principal component analysis proved successful in separating the spores into groups consistent with the media in which they were prepared. Confusion matrices constructed using nearest-neighbor classification of the PCA scores confirmed the predictive utility of TOF-SIMS elemental signatures in identifying sporulation medium. Theoretical calculations based on the number and density of spores in an analysis area indicate an analytical sample size of about 1 ng, making this technique an attractive method for bioforensics applications.
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Affiliation(s)
- John B Cliff
- Advanced Radioanalytical Chemistry, National Security Directorate, Pacific Northwest National Laboratory, MS P7-07, P.O. Box 999, Battelle Blvd., Richland, WA 99352, USA.
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Plomp M, Leighton TJ, Wheeler KE, Pitesky ME, Malkin AJ. Bacillus atrophaeus outer spore coat assembly and ultrastructure. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2005; 21:10710-6. [PMID: 16262341 DOI: 10.1021/la0517437] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Our previous atomic force microscopy (AFM) studies successfully visualized native Bacillus atrophaeus spore coat ultrastructure and surface morphology. We have shown that the outer spore coat surface is formed by a crystalline array of approximately 11 nm thick rodlets, having a periodicity of approximately 8 nm. We present here further AFM ultrastructural investigations of air-dried and fully hydrated spore surface architecture. In the rodlet layer planar and point defects as well as domain boundaries similar to those described for inorganic and macromolecular crystals were identified. For several Bacillus species rodlet structure assembly and architectural variation appear to be a consequence of species-specific nucleation and crystallization mechanisms that regulate the formation of the outer spore coat. We propose a unifying mechanism for nucleation and self-assembly of this crystalline layer on the outer spore coat surface.
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Affiliation(s)
- Marco Plomp
- BioSecurity and NanoSciences Laboratory, Department of Chemistry and Materials Science, Lawrence Livermore National Laboratory, California 94551, USA
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