Detection and classification of fentanyl and its precursors by surface-enhanced Raman spectroscopy
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作者:
Mirsafavi, Rustin
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Univ Calif Santa Barbara, Dept Biomol Sci & Engn, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Biomol Sci & Engn, Santa Barbara, CA 93106 USA
Mirsafavi, Rustin
[1
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Moskovits, Martin
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Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Biomol Sci & Engn, Santa Barbara, CA 93106 USA
Moskovits, Martin
[2
]
Meinhart, Cart
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Univ Calif Santa Barbara, Dept Mech Engn, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Dept Biomol Sci & Engn, Santa Barbara, CA 93106 USA
Meinhart, Cart
[3
]
机构:
[1] Univ Calif Santa Barbara, Dept Biomol Sci & Engn, Santa Barbara, CA 93106 USA
[2] Univ Calif Santa Barbara, Dept Chem & Biochem, Santa Barbara, CA 93106 USA
[3] Univ Calif Santa Barbara, Dept Mech Engn, Santa Barbara, CA 93106 USA
Fentanyl and its analogs have been at the center of the opioid epidemic currently wreaking havoc in the United States. One major element in the opioid crisis is the growing number of clandestine fentanyl labs being reported by enforcement agencies. The development of new analytical methods for detecting and identifying fentanyl and its congeners is among the useful tools in our goal to limit the use of this dangerous family of narcotics. Herein we describe an analytical technique using surface-enhanced Raman spectroscopy (SERS) and a microfluidic device, for detecting fentanyl and two of its chemical precursors, despropionylfentanyl (4ANPP) and N-phenethyl-4-piperidinone (NPP). The vibrational spectra of this family of analytes are very similar, making them difficult to distinguish by traditional means. In addition to taking advantage of the sensitivity provided by SERS, we developed a chemometric approach utilizing a hierarchical partial least squares-discriminant analysis algorithm that allowed us to distinguish spectra that possess many similar features.
机构:
CUNY Grad Sch & Univ Ctr, PhD Program Chem, 365 Fifth Ave, New York, NY 10016 USA
CUNY City Coll, Dept Chem, 160 Convent Ave, New York, NY 10031 USACUNY Grad Sch & Univ Ctr, PhD Program Chem, 365 Fifth Ave, New York, NY 10016 USA
Haddad, Abed
Comanescu, Mircea A.
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CUNY John Jay Coll Criminal Justice, PhD Program Criminal Justice, Forens Sci Specializat, 524 West 59th St, New York, NY 10019 USACUNY Grad Sch & Univ Ctr, PhD Program Chem, 365 Fifth Ave, New York, NY 10016 USA
Comanescu, Mircea A.
Green, Omar
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机构:
Ionica Sci Inc, McGovern Ctr Venture Dev Life Sci, 413 Weill Hall,526 North Campus Dr, Ithaca, NY 14853 USACUNY Grad Sch & Univ Ctr, PhD Program Chem, 365 Fifth Ave, New York, NY 10016 USA
Green, Omar
Kubic, Thomas A.
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CUNY John Jay Coll Criminal Justice, PhD Program Criminal Justice, Forens Sci Specializat, 524 West 59th St, New York, NY 10019 USACUNY Grad Sch & Univ Ctr, PhD Program Chem, 365 Fifth Ave, New York, NY 10016 USA
Kubic, Thomas A.
Lombardi, John R.
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CUNY City Coll, Dept Chem, 160 Convent Ave, New York, NY 10031 USACUNY Grad Sch & Univ Ctr, PhD Program Chem, 365 Fifth Ave, New York, NY 10016 USA
机构:
CUNY, Grad Sch, New York, NY USA
CUNY, Univ Ctr, New York, NY USA
CUNY City Coll, Dept Chem, New York, NY 10031 USA
Museum Modern Art, 11 W 53rd St, New York, NY 10019 USACUNY, Grad Sch, New York, NY USA
Haddad, Abed
Green, Omar
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Ion Sci Inc, McGovern Ctr Venture Dev Life Sci, Ithaca, NY USACUNY, Grad Sch, New York, NY USA
Green, Omar
Lombardi, John R.
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CUNY City Coll, Dept Chem, New York, NY 10031 USACUNY, Grad Sch, New York, NY USA
机构:
Tsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Ye, Jianfeng
Wang, Sheng
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机构:
Chinese Acad Inspect & Quarantine, Inst Equipment & Technol, Beijing 100123, Peoples R China
China Inspect Lab Technol Co Ltd CILT, Beijing 100123, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Wang, Sheng
Zhang, Yujia
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机构:
Tsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Zhang, Yujia
Li, Boyi
论文数: 0引用数: 0
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机构:
Chinese Acad Inspect & Quarantine, Inst Equipment & Technol, Beijing 100123, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Li, Boyi
Lu, Minjian
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机构:
Tsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Lu, Minjian
Qi, Xiaohua
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机构:
Chinese Acad Inspect & Quarantine, Inst Equipment & Technol, Beijing 100123, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Qi, Xiaohua
Wei, Haoyun
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Tsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Wei, Haoyun
Li, Yan
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Tsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
Li, Yan
Zou, Mingqiang
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机构:
Chinese Acad Inspect & Quarantine, Inst Equipment & Technol, Beijing 100123, Peoples R China
China Inspect Lab Technol Co Ltd CILT, Beijing 100123, Peoples R ChinaTsinghua Univ, Dept Precis Instrument, State Key Lab Precis Measurement Technol & Instru, Beijing 100084, Peoples R China
机构:
Ru der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, Croatia
Inst Solid State Phys & Opt, Wigner Res Ctr Phys, Dept Appl & Nonlinear Opt, Budapest, HungaryRu der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, Croatia
Mikac, L.
Rigo, I.
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机构:
Inst Solid State Phys & Opt, Wigner Res Ctr Phys, Dept Appl & Nonlinear Opt, Budapest, HungaryRu der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, Croatia
Rigo, I.
Himics, L.
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机构:
Inst Solid State Phys & Opt, Wigner Res Ctr Phys, Dept Appl & Nonlinear Opt, Budapest, HungaryRu der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, Croatia
Himics, L.
Tolic, A.
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Ru der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, CroatiaRu der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, Croatia
Tolic, A.
Ivanda, M.
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Ru der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, CroatiaRu der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, Croatia
Ivanda, M.
Veres, M.
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Inst Solid State Phys & Opt, Wigner Res Ctr Phys, Dept Appl & Nonlinear Opt, Budapest, HungaryRu der Boskov Inst, Mol Phys & New Mat Synth Lab, Bijenicka 54, Zagreb, Croatia
机构:
Jianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R ChinaJianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R China
Chen, Shao-Yun
Zhang, Xing-Ying
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Jianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R ChinaJianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R China
Zhang, Xing-Ying
Liu, Ben
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Jianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R ChinaJianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R China
Liu, Ben
Wang, Zhong-Cai
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机构:
Shenzhen Purcotton Technol Co Ltd, Shenzhen 518110, Peoples R ChinaJianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R China
Wang, Zhong-Cai
Hu, Cheng-Long
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机构:
Jianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R ChinaJianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R China
Hu, Cheng-Long
Chen, Jian
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机构:
Sun Yat Sen Univ, Instrumental Anal & Res Ctr, Guangzhou 510275, Peoples R ChinaJianghan Univ, Sch Optoelect Mat & Technol, Key Lab Optoelect Chem Mat & Devices, Minist Educ, Wuhan 430056, Peoples R China