Antimicrobial susceptibility testing using infrared attenuated total reflection (IR-ATR) spectroscopy to monitor metabolic activity

被引:3
作者
Jafari, Mohammad Javad [1 ]
Golabi, Mohsen [2 ,3 ]
Ederth, Thomas [1 ]
机构
[1] Linkoping Univ, Dept Phys Chem & Biol IFM, Div Biophys & Bioengn, SE-58183 Linkoping, Sweden
[2] Univ Isfahan, Fac Biol Sci & Technol, Dept Biotechnol, Esfahan 8174673441, Iran
[3] Linkoping Univ, Dept Phys Chem & Biol IFM, Div Biosensors & Bioelect, SE-58183 Linkoping, Sweden
关键词
Antibiotic; Antimicrobial susceptibility test; Infrared spectroscopy; ATR; Antimicrobial resistance; Principal component analysis; ANTIBIOTIC-RESISTANCE; RAMAN-SPECTROSCOPY; LACTIC-ACID; RAPID CLASSIFICATION; FTIR SPECTROSCOPY; STRESS RESPONSES; BACTERIAL-CELLS; IDENTIFICATION; GLUCOSE; SURFACE;
D O I
10.1016/j.saa.2023.123384
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Fast and accurate detection of antimicrobial resistance in pathogens remains a challenge, and with the increase in antimicrobial resistance due to mis- and overuse of antibiotics, it has become an urgent public health problem. We demonstrate how infrared attenuated total reflection (IR-ATR) can be used as a simple method for assessment of bacterial susceptibility to antibiotics. This is achieved by monitoring the metabolic activities of bacterial cells via nutrient consumption and using this as an indicator of bacterial viability. Principal component analysis of the obtained spectra provides a tool for fast and simple discrimination of antimicrobial resistance in the acquired data. We demonstrate this concept using four bacterial strains and four different antibiotics, showing that the change in glucose concentration in the growth medium after 2 h, as monitored by IR-ATR, can be used as a spectroscopic diagnostic technique, to reduce detection time and to improve quality in the assessment of antimicrobial resistance in pathogens.
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页数:9
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共 90 条
  • [1] Rapid bacterial detection and antibiotic susceptibility testing in whole blood using one-step, high throughput blood digital PCR
    Abram, Timothy J.
    Cherukury, Hemanth
    Ou, Chen-Yin
    Tam Vu
    Toledano, Michael
    Li, Yiyan
    Grunwald, Jonathan T.
    Toosky, Melody N.
    Tifrea, Delia F.
    Slepenkin, Anatoly
    Chong, Jonathan
    Kong, Lingshun
    Del Pozo, Domenica Vanessa
    Kieu Thai La
    Labanieh, Louai
    Zimak, Jan
    Shen, Byron
    Huang, Susan S.
    Gratton, Enrico
    Peterson, Ellena M.
    Zhao, Weian
    [J]. LAB ON A CHIP, 2020, 20 (03) : 477 - 489
  • [2] Fast identification and susceptibility determination of E. coli isolated directly from patients' urine using infrared-spectroscopy and machine learning
    Abu-Aqil, George
    Suleiman, Manal
    Sharaha, Uraib
    Riesenberg, Klaris
    Lapidot, Itshak
    Huleihel, Mahmoud
    Salman, Ahmad
    [J]. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 285
  • [3] EUCAST rapid antimicrobial susceptibility testing (RAST) in blood cultures: validation in 55 European laboratories
    Akerlund, Anna
    Jonasson, Emma
    Matuschek, Erika
    Serrander, Lena
    Sundqvist, Martin
    Kahlmeter, Gunnar
    [J]. JOURNAL OF ANTIMICROBIAL CHEMOTHERAPY, 2020, 75 (11) : 3230 - 3238
  • [4] Highly Accurate Identification of Bacteria's Antibiotic Resistance Based on Raman Spectroscopy and U-Net Deep Learning Algorithms
    Al-Shaebi, Zakarya
    Ciloglu, Fatma Uysal
    Nasser, Mohammed
    Aydin, Omer
    [J]. ACS OMEGA, 2022, 7 (33): : 29443 - 29451
  • [5] Resistance to antibiotics: Are we in the post-antibiotic era?
    Alanis, AJ
    [J]. ARCHIVES OF MEDICAL RESEARCH, 2005, 36 (06) : 697 - 705
  • [6] Using Fourier transform IR spectroscopy to analyze biological materials
    Baker, Matthew J.
    Trevisan, Julio
    Bassan, Paul
    Bhargava, Rohit
    Butler, Holly J.
    Dorling, Konrad M.
    Fielden, Peter R.
    Fogarty, Simon W.
    Fullwood, Nigel J.
    Heys, Kelly A.
    Hughes, Caryn
    Lasch, Peter
    Martin-Hirsch, Pierre L.
    Obinaju, Blessing
    Sockalingum, Ganesh D.
    Sule-Suso, Josep
    Strong, Rebecca J.
    Walsh, Michael J.
    Wood, Bayden R.
    Gardner, Peter
    Martin, Francis L.
    [J]. NATURE PROTOCOLS, 2014, 9 (08) : 1771 - 1791
  • [7] Methods for in vitro evaluating antimicrobial activity: A review
    Balouiri, Mounyr
    Sadiki, Moulay
    Koraichi Ibnsouda, Saad
    [J]. JOURNAL OF PHARMACEUTICAL ANALYSIS, 2016, 6 (02) : 71 - 79
  • [8] Antibiotic susceptibility testing in less than 30 min using direct single-cell imaging
    Baltekin, Ozden
    Boucharin, Alexis
    Tano, Eva
    Andersson, Dan I.
    Elf, Johan
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (34) : 9170 - 9175
  • [9] Rapid Classification of COVID-19 Severity by ATR-FTIR Spectroscopy of Plasma Samples
    Banerjee, Arghya
    Gokhale, Abhiram
    Bankar, Renuka
    Palanivel, Viswanthram
    Salkar, Akanksha
    Robinson, Harley
    Shastri, Jayanthi S.
    Agrawal, Sachee
    Hartel, Gunter
    Hill, Michelle M.
    Srivastava, Sanjeeva
    [J]. ANALYTICAL CHEMISTRY, 2021, 93 (30) : 10391 - 10396
  • [10] MONITORING OF GLUCOSE IN BIOLOGICAL-FLUIDS BY FOURIER-TRANSFORM INFRARED SPECTROMETRY WITH A CYLINDRICAL INTERNAL REFLECTANCE CELL
    BAUER, B
    FLOYD, TA
    [J]. ANALYTICA CHIMICA ACTA, 1987, 197 : 295 - 301