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Development of the Microemulsion Electrokinetic Capillary Chromatography Method for the Analysis of Disperse Dyes Extracted from Polyester Fibers. Molecules 2022; 27:molecules27206974. [PMID: 36296566 PMCID: PMC9609498 DOI: 10.3390/molecules27206974] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 10/12/2022] [Accepted: 10/13/2022] [Indexed: 11/30/2022] Open
Abstract
The study aimed to develop a method for the separation of dispersed dyes extracted from polyester fibers. Nine commercially available disperse dyes, which were used to dye three polyester fabrics, were tested. Extraction of dyes from 1 cm long threads was carried out in chlorobenzene at 100 °C for 6 h. The separation was performed using microemulsion electrokinetic capillary chromatography (MEEKC) with photodiode array detection. Microemulsion based on a borate buffer with an organic phase of n-octane and butanol and a mixture of surfactants, sodium dodecyl sulphate and sodium cholate, were used. The addition of isopropanol and cyclodextrins to microemulsion resulted in a notable improvement in resolution and selectivity. The content of additives was optimized by using the Doehlert experimental design. Values of the coefficient of variance obtained in the validation process, illustrating the repeatability and intermediate precision of the migration times fit in the range of 0.11–1.24% and 0.58–3.21%, respectively. The developed method was also successfully applied to the differentiation of 28 real samples—polyester threads collected from clothing. The obtained results confirmed that proposed method may be used in the discriminant analysis of polyesters dying by disperse dyes and is promisingly employable in forensic practice.
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2
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Huang J, He H, Lv R, Zhang G, Zhou Z, Wang X. Non-destructive detection and classification of textile fibres based on hyperspectral imaging and 1D-CNN. Anal Chim Acta 2022; 1224:340238. [PMID: 35998989 DOI: 10.1016/j.aca.2022.340238] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 06/28/2022] [Accepted: 08/01/2022] [Indexed: 11/27/2022]
Abstract
Textile fibre is very common in daily life, and its classification and identification play an important role in textile recycling, archaeology, public security, and other industries. However, traditional identification methods are time-consuming, laborious, and often destructive to the samples. In order to quickly, accurately, and nondestructively classify and recognize textile fibres, this study established a textile fibre classification and recognition method based on hyperspectral imaging (HSI) and a one-dimensional convolutional neural network (1D-CNN) model. Hyperspectral images of 25 kinds of commercial textile fibres were collected and denoised by pixel fusion. Four traditional machine learning classification models, k-nearest neighbors (KNN), support vector machine (SVM), random forest (RF), and partial least squares-discriminant analysis (PLS-DA), were used to identify the data. The results show that RF has the highest classification accuracy, reaching 91.4%. Then a back propagation neural network (BPNN) model and a one-dimensional convolutional neural network (1D-CNN) model were constructed and compared with the traditional machine learning methods. The results show that the 1D-CNN models have 97.9% and 98.6% accuracy on the training and test sets, respectively. The precision (Pr), sensitivity (Se), specificity (Sp), and F1 score (F1 score) of the models reached 98.7%, 98.6%, 99.9%, and 98.6%, respectively, which were significantly better than the four traditional machine learning models. It seems that 1D-CNN combined with the HSI technique may be a potential method in the detection and classification of textile fibres.
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Affiliation(s)
- Jiadong Huang
- School of Criminal Investigation, People's Public Security University of China, Beijing, China
| | - Hongyuan He
- School of Criminal Investigation, People's Public Security University of China, Beijing, China.
| | - Rulin Lv
- School of Criminal Investigation, People's Public Security University of China, Beijing, China
| | - Guangteng Zhang
- School of Criminal Investigation, People's Public Security University of China, Beijing, China
| | - Zongxian Zhou
- School of Criminal Investigation, People's Public Security University of China, Beijing, China
| | - Xiaobin Wang
- School of Criminal Investigation, People's Public Security University of China, Beijing, China
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3
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Terán JE, Millbern Z, Shao D, Sui X, Liu Y, Demmler M, Vinueza NR. Characterization of synthetic dyes for environmental and forensic assessments: A chromatography and mass spectrometry approach. J Sep Sci 2020; 44:387-402. [PMID: 33047882 DOI: 10.1002/jssc.202000836] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 10/05/2020] [Accepted: 10/06/2020] [Indexed: 12/07/2022]
Abstract
Dyes have become common substances since they are employed in mostly all objects surrounding our daily activities such as clothing and upholstery. Based on the usage and disposal of these objects, the transfer of the dyes to other media such as soil and water increases their prevalence in our environment. However, this prevalence could help to solve crimes and pollution problems if detection techniques are proper. For that reason, the detection and characterization of dyes in complex matrices is important to determine the possible events leading to their deposition (natural degradation, attempts of removal, possible match with evidence, among others). Currently, there are several chromatographic and mass spectrometric approaches used for the identification of these organic molecules and their derivatives with high specificity and accuracy. This review presents current chromatographic and mass spectrometric methods that are used for the detection and characterization of disperse, acid, basic, and reactive dyes, and their derivatives.
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Affiliation(s)
- Julio E Terán
- Department of Textile Engineering, Chemistry, and Science, North Carolina State University, Raleigh, North Carolina, USA
| | - Zoe Millbern
- Department of Textile Engineering, Chemistry, and Science, North Carolina State University, Raleigh, North Carolina, USA
| | - Dongyan Shao
- Department of Textile Engineering, Chemistry, and Science, North Carolina State University, Raleigh, North Carolina, USA
| | - Xinyi Sui
- Department of Textile Engineering, Chemistry, and Science, North Carolina State University, Raleigh, North Carolina, USA
| | - Yixin Liu
- Department of Textile Engineering, Chemistry, and Science, North Carolina State University, Raleigh, North Carolina, USA
| | - Morgan Demmler
- Department of Textile Engineering, Chemistry, and Science, North Carolina State University, Raleigh, North Carolina, USA
| | - Nelson R Vinueza
- Department of Textile Engineering, Chemistry, and Science, North Carolina State University, Raleigh, North Carolina, USA
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4
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Reichard EJ, Bartick EG, Morgan SL, Goodpaster JV. Microspectrophotometric analysis of yellow polyester fiber dye loadings with chemometric techniques. Forensic Chem 2017. [DOI: 10.1016/j.forc.2016.11.001] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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5
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Muñoz de la Peña A, Mujumdar N, Heider EC, Goicoechea HC, Muñoz de la Peña D, Campiglia AD. Nondestructive Total Excitation–Emission Fluorescence Microscopy Combined with Multi-Way Chemometric Analysis for Visually Indistinguishable Single Fiber Discrimination. Anal Chem 2016; 88:2967-75. [DOI: 10.1021/acs.analchem.6b00264] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Arsenio Muñoz de la Peña
- Department
of Chemistry, University of Central Florida, 4111 Libra Drive, P.O. Box 25000, Orlando, Florida 32816-2366, United States
- Department
of Analytical Chemistry and IACYS, University of Extremadura, Badajoz, 06006, Spain
| | - Nirvani Mujumdar
- Department
of Chemistry, University of Central Florida, 4111 Libra Drive, P.O. Box 25000, Orlando, Florida 32816-2366, United States
| | - Emily C. Heider
- Department
of Chemistry, University of Central Florida, 4111 Libra Drive, P.O. Box 25000, Orlando, Florida 32816-2366, United States
| | - Hector C. Goicoechea
- Laboratorio
de Desarrollo Analítico y Quimiometría (LADAQ), Cátedra
de Química Analítica I, Facultad de Bioquímica
y Ciencias Biológicas, Universidad Nacional de Litoral, Santa Fe S3000ZAA, Argentina
| | - David Muñoz de la Peña
- Department
of Automation and Systems Engineering, University of Seville, Seville, 41092, Spain
| | - Andres D. Campiglia
- Department
of Chemistry, University of Central Florida, 4111 Libra Drive, P.O. Box 25000, Orlando, Florida 32816-2366, United States
- National
Center for Forensic Science, University of Central Florida, 12354
Research Parkway, Suite 225, Orlando, Florida 32826, United States
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6
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KATO T, SUZUKI Y, HANDA M. Extraction and Analysis of Disperse Dyes from Colored Polyester Single Fibers Using Liquid Chromatography/Linear Ion Trap Tandem Mass Spectrometry. ANAL SCI 2016; 32:1019-22. [DOI: 10.2116/analsci.32.1019] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Takao KATO
- Criminal Investigation Laboratory, Shimane Prefectural Police H.Q
- Department of Chemistry, Interdisciplinary Graduate School of Science and Engineering, Shimane University
| | | | - Makoto HANDA
- Department of Chemistry, Interdisciplinary Graduate School of Science and Engineering, Shimane University
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7
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KATO T, IKEUE T, SUZUKI Y, HANDA M. Analysis of Disperse Dyes Using Liquid Chromatography/Linear Ion Trap Mass Spectrometry (LC/LIT-MS n) and Database Construction. ANAL SCI 2016; 32:147-52. [DOI: 10.2116/analsci.32.147] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Affiliation(s)
- Takao KATO
- Criminal Investigation Laboratory, Shimane Prefectural Police H.Q
- Department of Chemistry, Interdisciplinary Graduate School of Science and Engineering, Shimane University
| | - Takahisa IKEUE
- Department of Chemistry, Interdisciplinary Graduate School of Science and Engineering, Shimane University
| | | | - Makoto HANDA
- Department of Chemistry, Interdisciplinary Graduate School of Science and Engineering, Shimane University
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8
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Fast throughput determination of 21 allergenic disperse dyes from river water using reusable three-dimensional interconnected magnetic chemically modified graphene oxide followed by liquid chromatography–tandem quadrupole mass spectrometry. J Chromatogr A 2016; 1431:36-46. [DOI: 10.1016/j.chroma.2015.12.089] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2015] [Revised: 12/05/2015] [Accepted: 12/20/2015] [Indexed: 11/22/2022]
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9
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Mujumdar N, Heider EC, Campiglia AD. Enhancing Textile Fiber Identification with Detergent Fluorescence. APPLIED SPECTROSCOPY 2015; 69:1390-1396. [PMID: 26647148 DOI: 10.1366/15-07992] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Discovering common origins of trace evidential textile fibers can be a challenging task when fiber structure or dye composition does not provide exclusive identifying information. Introduction of new chemical species after mass production and distribution of a textile may be exploited to trace its history and identify the origin of its fibers. In this article, fluorescence microscopy is used to examine the alteration in the fluorescence spectral fingerprint of single fibers resulting from exposure to commonly used detergents that contain fluorescent whitening agents. Dyed acrylic, cotton, and nylon fibers were laundered and the spectral contribution of the detergent on single fibers was quantified and shown to reach a maximum after five sequential washes; some detergents showed statistically meaningful differences to fiber spectra after only a single wash. Principal component cluster analysis was used to determine that the spectra of laundered fibers are distinct from the spectra of dyed, unwashed cotton or nylon, but not acrylic, fibers.
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Affiliation(s)
- Nirvani Mujumdar
- University of Central Florida, Department of Chemistry, P.O. Box 25000, Orlando, FL 32816-2366 USA
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10
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Determination of nine sensitizing disperse dyes in activated sludge by ultrasound-assisted liquid–liquid extraction–ultra-performance liquid chromatography–electrospray ionization–tandem mass spectrometry. Anal Bioanal Chem 2015; 408:487-94. [DOI: 10.1007/s00216-015-9115-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2015] [Revised: 09/25/2015] [Accepted: 10/13/2015] [Indexed: 10/22/2022]
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11
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Zocolo GJ, Pilon dos Santos G, Vendemiatti J, Vacchi FI, Umbuzeiro GDA, Zanoni MVB. Using SPE-LC-ESI-MS/MS Analysis to Assess Disperse Dyes in Environmental Water Samples. J Chromatogr Sci 2015; 53:1257-64. [DOI: 10.1093/chromsci/bmu221] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Indexed: 11/14/2022]
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12
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Huynh V, Joshi U, Leveille JM, Golden TD, Verbeck GF. Nanomanipulation-coupled to nanospray mass spectrometry applied to document and ink analysis. Forensic Sci Int 2014; 242:150-156. [PMID: 25063931 DOI: 10.1016/j.forsciint.2014.06.037] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2014] [Revised: 05/27/2014] [Accepted: 06/27/2014] [Indexed: 10/25/2022]
Abstract
A method for the extraction and analysis of ink samples was developed using microscopy with direct analyte probe nanoextraction coupled to nanospray ionization mass spectrometry (DAPNe-NSI-MS) for localized chemical analysis of document inks. Nanomanipulation can be effectively coupled to nanospray ionization mass spectrometry providing picomolar sensitivity, and the capability to analyze ultra-trace amounts of material and reduce the required sample volume to as low as 300 nL. This new and innovative technique does not leave destructive footprints on the surface of a document. To demonstrate the breadth of this technique, analysis of inks from various eras were tested, iron gall ink and modern inks, as well as the capability to detect the oxidative products of polyethylene glycol (PEG), a common binding agent. The experimental results showed that DAPNe-NSI-MS was able to chelate iron(II) and manganese(II) ions of iron gall ink and organic components of modern and carbon-based inks. Regardless of whether the ink composition is modern or ancient, organic or inorganic, this new instrumental approach is able to identify and characterize the ingredients by modifying the extraction solvent, illustrating the potential diversity of the DAPNe technique.
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Affiliation(s)
- Vivian Huynh
- Department of Chemistry, University of North Texas, 1155 Union Circle #305070, Denton, TX 76203, United States
| | - Ubisha Joshi
- Department of Chemistry, University of North Texas, 1155 Union Circle #305070, Denton, TX 76203, United States
| | - Jennifer M Leveille
- Department of Chemistry, University of North Texas, 1155 Union Circle #305070, Denton, TX 76203, United States
| | - Teresa D Golden
- Department of Chemistry, University of North Texas, 1155 Union Circle #305070, Denton, TX 76203, United States
| | - Guido F Verbeck
- Department of Chemistry, University of North Texas, 1155 Union Circle #305070, Denton, TX 76203, United States.
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Cochran KH, Barry JA, Muddiman DC, Hinks D. Direct analysis of textile fabrics and dyes using infrared matrix-assisted laser desorption electrospray ionization mass spectrometry. Anal Chem 2012; 85:831-6. [PMID: 23237031 DOI: 10.1021/ac302519n] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The forensic analysis of textile fibers uses a variety of techniques from microscopy to spectroscopy. One such technique that is often used to identify the dye(s) within the fiber is mass spectrometry (MS). In the traditional MS method, the dye must be extracted from the fabric and the dye components are separated by chromatography prior to mass spectrometric analysis. Direct analysis of the dye from the fabric allows the omission of the lengthy sample preparation involved in extraction, thereby significantly reducing the overall analysis time. Herein, a direct analysis of dyed textile fabric was performed using the infrared matrix-assisted laser desorption electrospray ionization (IR-MALDESI) source for MS. In MALDESI, an IR laser with wavelength tuned to 2.94 μm is used to desorb the dye from the fabric sample with the aid of water as the matrix. The desorbed dye molecules are then postionized by electrospray ionization (ESI). A variety of dye classes were analyzed from various fabrics with little to no sample preparation allowing for the identification of the dye mass and in some cases the fiber polymer. Those dyes that were not detected using MALDESI were also not observed by direct infusion ESI of the dye standard.
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Affiliation(s)
- Kristin H Cochran
- W.M. Keck FT-ICR Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, USA
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14
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Zhou C, Li M, Garcia R, Crawford A, Beck K, Hinks D, Griffis DP. Time-of-flight-secondary ion mass spectrometry method development for high-sensitivity analysis of acid dyes in nylon fibers. Anal Chem 2012; 84:10085-90. [PMID: 23113618 DOI: 10.1021/ac3025569] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A minimally destructive technique for the determination of dyes in finished fibers provides an important tool for crime scene and other forensic investigations. The analytical power and the minimal sample consumption of time-of-flight-secondary ion mass spectrometric (TOF-SIMS) analysis provides the ability to obtain definitive molecular and elemental information relevant to fiber identification, including identification of dyes, from a very small volume of sample. For both fiber surface analysis and, with the aid of cryomicrotomy, fiber cross-section analysis, TOF-SIMS was used to identify various dyes in finished textile fibers. The analysis of C.I. Acid Blue 25 in nylon is presented as a representative example. The molecular ion of C.I. Acid Blue 25 with lower than 3% on weight-of-fiber (owf) dye loading cannot be identified on dyed nylon surfaces by TOF-SIMS using a Bi(3)(+) primary ion beam. Sputtering with C(60)(+) provided the ability to remove surface contamination as well as at least partially remove Bi-induced damage, resulting in a greatly improved signal-to-noise ratio for the Acid Blue 25 molecular ion. The use of C(60)(+) for damage removal in a cyclic manner along with Bi for data acquisition provided the ability to unambiguously identify Acid Blue 25 via its molecular ion at a concentration of 0.1% owf from both fiber surfaces and cross sections.
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Affiliation(s)
- Chuanzhen Zhou
- Analytical Instrumentation Facility, College of Engineering, North Carolina State University, Campus Box 7531, Room 318 MRC, 2410 Campus Shore Drive, Raleigh, North Carolina 27695, United States.
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LU FL, LIU JN, SHI LL, CHEN GS. Determination of Nine Sensitizing Disperse Dyes in Dyeing Wastewater by Solid Phase Extraction-Liquid Chromatography-Mass Spectrometry. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2012. [DOI: 10.3724/sp.j.1096.2011.00039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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16
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Colella M, Parkinson A, Evans T, Robertson J, Roux C. The Effect of Ionizing Gamma Radiation on Natural and Synthetic Fibers and Its Implications for the Forensic Examination of Fiber Evidence*. J Forensic Sci 2011; 56:591-605. [DOI: 10.1111/j.1556-4029.2010.01654.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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17
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Fast throughput, highly sensitive determination of allergenic disperse dyes in textile products by use of sample composition. Talanta 2010; 82:261-9. [DOI: 10.1016/j.talanta.2010.04.031] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2010] [Revised: 04/12/2010] [Accepted: 04/16/2010] [Indexed: 11/19/2022]
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18
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Microextraction, capillary electrophoresis, and mass spectrometry for forensic analysis of azo and methine basic dyes from acrylic fibers. Anal Bioanal Chem 2009; 394:2087-94. [DOI: 10.1007/s00216-009-2897-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2009] [Revised: 06/05/2009] [Accepted: 06/09/2009] [Indexed: 10/20/2022]
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19
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Goodpaster JV, Liszewski EA. Forensic analysis of dyed textile fibers. Anal Bioanal Chem 2009; 394:2009-18. [DOI: 10.1007/s00216-009-2885-7] [Citation(s) in RCA: 60] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2009] [Revised: 05/28/2009] [Accepted: 05/29/2009] [Indexed: 11/29/2022]
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20
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Current literature in mass spectrometry. JOURNAL OF MASS SPECTROMETRY : JMS 2007; 42:407-418. [PMID: 17326037 DOI: 10.1002/jms.1072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
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