β- Laktamazların MALDI-TOF MS ile Saptanması

Özet

Bu derleme, β–laktamazların Matriks Destekli Uçuş Zamanlı Kütle Spektrometris (MALDI-TOF MS) ile saptanmasına ilişkin güncel yaklaşımları ve klinik önemini özetlemektedir. β-laktam antibiyotik direncinin başlıca mekanizması olan β-laktamaz üretimi, tedavi seçeneklerini kısıtlamakta ve mortaliteyi artırmaktadır. MALDI-TOF, hidroliz temelli pik kaybı analizi, dirençle ilişkili biyobelirteçlerin tanımlanması, çeşitli özel protokoller veya doğrudan plaka üzerinde mikrodamlacık üreme (DOT-MGA) esaslı yöntemler aracılığıyla hızlı direnç belirteci saptanmasına olanak verir. Literatürde, Ambler sınıfı C β-laktamaz (AmpC), Genişlemiş Spektrumlu β-Laktamaz (GSBL) ve karbapenemazların saptanmasında duyarlılık/özgüllük değerlerinin çoğunlukla %85–100 aralığında olduğu, bazı protokollerde 30 dakikaya varan dönüş süreleri elde edildiği bildirilmiştir. Bu performans, ampirik geniş spektrumlu tedaviden hedefe yönelik tedaviye daha erken geçişi ve izolasyon önlemlerinin zamanında başlatılmasını destekleyebilir. Bununla birlikte, yöntemler arasında protokol, substrat ve inkübasyon farklılıkları nedeniyle heterojenlik sürmekte; düşük kaynaklı laboratuvarlarda maliyet ve cihaz boyutu uygulamayı sınırlayabilmektedir. Gelecekte, yapay zekâ destekli analizler, genişletilmiş referans spektrum veritabanları ve genomik entegrasyonun klinik yararı büyütmesi beklenmektedir. Standartlaştırma, çok merkezli validasyon ve klinik etkili müdahale çalışmaları öncelikli gereksinimlerdir.

This review synthesizes current approaches and clinical significance of detecting β -lactamases with matrix assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF). β-lactamase production, the leading mechanism of β-lactam resistance, narrows therapeutic options and worsens outcomes. MALDI-TOF enables rapid resistance readouts via hydrolysis-based peak loss analysis, detection of resistance-associated biomarkers, specific protocols, and the direct-on-target microdroplet growth assay (DOT-MGA). Across studies, sensitivity/specificity for Ambler class C β-lactamase (AmpC), Extended-spectrum β-lactamases (ESBLs), and carbapenemases mostly falls within 85–100%, with turnaround times as short as 30 minutes. Such performance may support earlier transition from broad-spectrum empiric therapy to targeted therapy and timelier implementation of isolation measures. However, heterogeneity across protocols, substrates, and incubation conditions limits comparability; costs and instrument footprint constrain adoption in resource-limited laboratories. Analytical pitfalls persist: matrix effects, sample preparation requirements, and the influence of antibiotic choice (ceftriaxone, cefepime, carbapenems) and inhibitors (EDTA) on false results. Future directions include AI-assisted spectra interpretation, expanded reference libraries capturing rare and regional pathogens, and integration with high-resolution mass analyzers and genomics. Standardization, external validation, and outcome-oriented implementation studies are critical to translate MALDI-TOF-based resistance testing into consistent clinical benefit.

Referanslar

Abraham EP, Chain E. An enzyme from bacteria able to destroy penicillin. 1940. Rev Infect Dis. 1988;10 (4):677-678.

Bush K, Bradford PA. β-lactams and β-lactamase inhibitors: An overview. Cold Spring Harb Perspect Med. 2016;6(8):a025247. doi: 10.1101/cshperspect.a025247.

Klein EY, Van Boeckel TP, Martinez EM et al. Global increase and geographic convergence in antibiotic consumption between 2000 and 2015. Proc Natl Acad Sci U S A. 2018;115(15):E3463-E3470. doi: 10.1073/pnas.1717295115.

Bush K. Proliferation and significance of clinically relevant β-lactamases. Ann N Y Acad Sci. 2013;1277:84-90. doi: 10.1111/nyas.12023.

Ambler RP. The structure of β-lactamases. Philos Trans R Soc Lond B Biol Sci. 1980;289(1036):321-331. doi: 10.1098/rstb.1980.0049.

Rawlings ND, Barrett AJ, Bateman A. MEROPS: The peptidase database. Nucleic Acids Res. 2010;38:D227-D233. doi: 10.1093/nar/gkp971.

Bush K. Past and present perspectives on β-lactamases. Antimicrob Agents Chemother. 2018;62(10):e01076-18. doi: 10.1128/AAC.01076-18.

Palzkill T. Structural and mechanistic basis for extended-spectrum drug-resistance mutations. Front Mol Biosci. 2018;5:16. doi: 10.3389/fmolb.2018.00016.

Naas T, Oueslati S, Bonnin RA, et al. Beta-lactamase database (BLDB)—structure and function. J Enzyme Inhib Med Chem. 2017;32(1):917-919. doi: 10.1080/14756366.2017.1344235.

Wilson H, Török ME. Extended-spectrum β-lactamase-producing and carbapenemase-producing Enterobacteriaceae. Microb Genom. 2018;4(7):e000197. doi: 10.1099/mgen.0.000197.

Gould IM. Antibiotic resistance: The perfect storm. Int J Antimicrob Agents. 2009;34:S2-S5. doi: 10.1016/S0924-8579(09)70549-7.

The Review on Antimicrobial Resistance (Chair: O’Neill J). Antimicrobial resistance: Tackling a crisis for the health and wealth of nations. London: HM Government & Wellcome Trust; 2014.

Florio W, Baldeschi L, Rizzato C, Tavanti A, Ghelardi E, Lupetti A. Detection of antibiotic-resistance by MALDI-TOF mass spectrometry: An expanding area. Front Cell Infect Microbiol. 2020;10:572909. doi:10.3389/fcimb.2020.572909. doi: 10.3389/fcimb.2020.572909.

Idelevich EA, Becker K. Matrix-assisted laser desorption ionization–time of flight mass spectrometry for antimicrobial susceptibility testing. J Clin Microbiol. 2021;59(12):e0181419. doi:10.1128/JCM.01814-19.

Burckhardt I, Zimmermann S. Using MALDI-TOF MS to detect carbapenem resistance within 1 to 2.5 hours. J Clin Microbiol. 2011;49(9):3321-3324. doi:10.1128/JCM.00287-11.

Hrabák J, Walková R, Studentová V, Chudáčková E, Bergerová T. Carbapenemase activity detection by MALDI-TOF MS. J Clin Microbiol. 2011;49(9):3222-3227. doi:10.1128/JCM.00984-11.

Johansson Å, Nagy E, Sóki J. Instant screening and verification of carbapenemase activity in Bacteroides fragilis in positive blood culture, using MALDI-TOF MS. J Med Microbiol. 2014;63(8):1105-1110. doi:10.1099/jmm.0.075465-0.

Johansson A, Nagy E, Sóki J; ESGAI. Detection of carbapenemase activities of Bacteroides fragilis strains with MALDI-TOF MS. Anaerobe. 2014;26:49-52. doi:10.1016/j.anaerobe.2014.01.006. doi: 10.1016/j.anaerobe.2014.01.006.

Jung JS, Popp C, Sparbier K, Lange C, Kostrzewa M, Schubert S. Rapid detection of β-lactam resistance in Enterobacteriaceae from blood cultures by MALDI-TOF MS. J Clin Microbiol. 2014;52(3):924-930. doi:10.1128/JCM.02691-13.

Lau AF, Wang H, Weingarten RA, et al. A rapid MALDI-TOF MS–based method for single-plasmid tracking in an outbreak of carbapenem-resistant Enterobacteriaceae. J Clin Microbiol. 2014;52(8):2804-2812. doi:10.1128/JCM.00694-14.

Chang KC, Chung CY, Yeh CH, et al. Direct detection of carbapenemase-associated proteins of Acinetobacter baumannii using nanodiamonds coupled with MALDI-TOF MS. J Microbiol Methods. 2018;147:36-42. doi:10.1016/j.mimet.2018.02.014.

Gaibani P, Galea A, Fagioni M, et al. Evaluation of MALDI-TOF MS for identification of KPC-producing Klebsiella pneumoniae. J Clin Microbiol. 2016;54(10):2609-2613. doi:10.1128/JCM.01242-16.

Nagy E, Becker S, Sóki J, Urbán E, Kostrzewa M. Differentiation of division I (cfiA-negative) and division II (cfiA-positive) Bacteroides fragilis strains by MALDI-TOF MS. J Med Microbiol. 2011;60(11):1584-1590. doi:10.1099/jmm.0.031336-0.

Sauget M, Bertrand X, Hocquet D. Rapid antibiotic susceptibility testing on blood cultures using MALDI-TOF MS. PLoS One. 2018;13(10):e0205603. doi:10.1371/journal.pone.0205603.

Demirev PA, Hagan NS, Antoine MD, Lin JS, Feldman AB. Establishing drug resistance in microorganisms by mass spectrometry. J Am Soc Mass Spectrom. 2013;24(8):1194-1201. doi:10.1007/s13361-013-0609-x.

Jung JS, Eberl T, Sparbier K, et al. Rapid detection of antibiotic resistance based on mass spectrometry and stable isotopes. Eur J Clin Microbiol Infect Dis. 2014;33(6):949-955. doi:10.1007/s10096-013-2031-5.

Sparbier K, Lange C, Jung J, et al. MALDI biotyper-based rapid resistance detection by stable-isotope labeling. J Clin Microbiol. 2013;51(11):3741-3748. doi:10.1128/JCM.01536-13.

Marinach C, Alanio A, Palous M, et al. MALDI-TOF MS-based drug susceptibility testing of pathogens: The example of Candida albicans and fluconazole. Proteomics. 2009;9(20):4627-4631. doi:10.1002/pmic.200900152.

Idelevich EA, Sparbier K, Kostrzewa M, Becker K. Rapid detection of antibiotic resistance by MALDI-TOF MS using a direct-on-target microdroplet growth assay. Clin Microbiol Infect. 2018;24(7):738-743. doi:10.1016/j.cmi.2017.10.016.

Idelevich EA, Storck LM, Sparbier K, et al. Rapid direct susceptibility testing from positive blood cultures by the MALDI-TOF MS-based DOT-MGA. J Clin Microbiol. 2018;56(10):e00913-18. doi:10.1128/JCM.00913-18.

Correa-Martínez CL, Idelevich EA, Sparbier K, Kostrzewa M, Becker K. Rapid detection of ESBL and AmpC β-lactamases by a DOT-MGA screening panel. Front Microbiol. 2019;10:13. doi:10.3389/fmicb.2019.00013.

Li M, Liu M, Song Q, et al. Rapid AST by MALDI-TOF MS using a qualitative method in Acinetobacter baumannii complex. J Microbiol Methods. 2018;153:60-65. doi:10.1016/j.mimet.2018.09.002.

Oviaño M, Gómara M, Barba MJ, Revillo MJ, Barbeyto L, Bou G. Towards the early detection of β-lactamase-producing Enterobacteriaceae by MALDI-TOF MS analysis. J Antimicrob Chemother. 2017;72(8):2259-2262. doi:10.1093/jac/dkx127.

Monteferrante C, Sultan S, ten Kate MT, et al. Evaluation of different pretreatment protocols to detect accurately clinical carbapenemase-producing Enterobacteriaceae by MALDI-TOF. J Antimicrob Chemother. 2016;71(10):2856-2867. doi:10.1093/jac/dkw208.

Li C, Ding S, Huang Y, et al. Detection of AmpC β-lactamase-producing Gram-negative bacteria by MALDI-TOF MS. J Hosp Infect. 2018;99(2):200-207. doi:10.1016/j.jhin.2017.11.010.

Lee A, Lam JK, Lam RKW, et al. Comprehensive evaluation of the MBT STAR-BL module for simultaneous bacterial identification and β-lactamase-mediated resistance detection in Gram-negative rods from cultured isolates and positive blood cultures. Front Microbiol. 2018;9:334. doi:10.3389/fmicb.2018.00334.

Kempf M, Bakour S, Flaudrops C, et al. Rapid detection of carbapenem resistance in Acinetobacter baumannii using MALDI-TOF MS. PLoS One. 2012;7(2):e31676. doi: 10.1371/journal.pone.0031676.

Hoyos-Mallecot Y, Cabrera-Alvargonzalez J, Miranda-Casas C, et al. MALDI-TOF MS, a useful instrument for differentiating metallo-β-lactamases in Enterobacteriaceae and Pseudomonas spp. Lett Appl Microbiol. 2014 Apr;58(4):325-9. doi: 10.1111/lam.12203.

Figueroa Espinosa R, Rumi V, Marchisio M, et al. Fast and easy detection of CMY-2 in Escherichia coli by direct MALDI-TOF mass spectrometry. J Microbiol Methods. 2 J Microbiol Methods. 2018;148:22-28. doi: 10.1016/j.mimet.2018.04.001.

Reller LB, Weinstein M, Jorgensen JH, Ferraro MJ. Antimicrobial susceptibility testing: A review of general principles and contemporary practices. Clin Infect Dis. 2009;49(11):1749-1755. doi: 10.1086/647952.

Florio W, Morici P, Ghelardi E, Barnini S, Lupetti A. Recent advances in the microbiological diagnosis of bloodstream infections. Crit Rev Microbiol. 2018;44(3):351-370. doi: 10.1080/1040841X.2017.1407745.

van Belkum A, Bachmann TT, Lüdke G, et al. Developmental roadmap for antimicrobial susceptibility testing systems. Nat Rev Microbiol. 2019;17(1):51-62. doi: 10.1038/s41579-018-0098-9.

Ellington M, Ekelund O, Aarestrup FM, et al. The role of whole genome sequencing in antimicrobial susceptibility testing of bacteria: Report from the EUCAST Subcommittee. Clin Microbiol Infect. 2017;23(1):2-22. doi: 10.1016/j.cmi.2016.11.012.

Weis C, Cuénod A, Rieck B, et al. Direct antimicrobial resistance prediction from clinical MALDI–TOF mass spectra using machine learning. Nat Med. 2022;28(1):164-174. doi: 10.1038/s41591-021-01619-9.

Schubert S, Kostrzewa M. MALDI–TOF MS in the microbiology laboratory: Current trends. Curr Issues Mol Biol. 2017:23:17-20. doi: 10.21775/cimb.023.017.

Rodríguez-Sánchez B, Alcalá L, Marín M, Ruiz A, Alonso E, Bouza E. Evaluation of MALDI–TOF MS for routine identification of anaerobic bacteria. Anaerobe. 2016;42:101-107. doi: 10.1016/j.anaerobe.2016.09.009.

CLSI. Clinical and Laboratory Standards Institute. Performance standards for antimicrobial susceptibility testing. CLSI supplement M100. 33rd ed. Wayne (PA), ABD: CLSI; 2023. Erişim tarihi: 23.04.2025.

Card RM, Warburton PJ, MacLaren N, Mullany P, Allan E, Anjum MF. Application of microarray and functional-based screening methods for the detection of antimicrobial resistance genes in the microbiomes of healthy humans. PLoS One. 2014;9(1):e86428. doi: 10.1371/journal.pone.0086428.

Vrioni G, Tsiamis C, Oikonomidis G, Theodoridou K, Kapsimali V, Tsakris A. MALDI–TOF mass spectrometry technology for detecting biomarkers of antimicrobial resistance: Current achievements and future perspectives. Ann Transl Med. 2018;6(12):240. doi: 10.21037/atm.2018.06.28.

Welker M, van Belkum A. One system for all: Is mass spectrometry a future alternative for conventional antibiotic susceptibility testing? Front Microbiol. 2019;10:2711. doi: 10.3389/fmicb.2019.02711.

Wang K, Li S, Petersen M, Wang S, Lu X. Detection and characterization of antibiotic-resistant bacteria using surface-enhanced Raman spectroscopy. Nanomaterials (Basel). 2018;8(10):762. doi: 10.3390/nano8100762.

Dubourg G, Raoult D. Emerging methodologies for pathogen identification in positive blood culture testing. Expert Rev Mol Diagn. 2016;16(1):97-111. doi: 10.1586/14737159.2016.1112274.

Elbehiry A, Abalkhail A. Spectral precision: Recent advances in matrix-assisted laser desorption/ionization time-of-flight mass spectrometry for pathogen detection and resistance profiling. Microorganisms. 2025;13(7):1473. doi:10.3390/microorganisms13071473.

Referanslar

Abraham EP, Chain E. An enzyme from bacteria able to destroy penicillin. 1940. Rev Infect Dis. 1988;10 (4):677-678.

Bush K, Bradford PA. β-lactams and β-lactamase inhibitors: An overview. Cold Spring Harb Perspect Med. 2016;6(8):a025247. doi: 10.1101/cshperspect.a025247.

Klein EY, Van Boeckel TP, Martinez EM et al. Global increase and geographic convergence in antibiotic consumption between 2000 and 2015. Proc Natl Acad Sci U S A. 2018;115(15):E3463-E3470. doi: 10.1073/pnas.1717295115.

Bush K. Proliferation and significance of clinically relevant β-lactamases. Ann N Y Acad Sci. 2013;1277:84-90. doi: 10.1111/nyas.12023.

Ambler RP. The structure of β-lactamases. Philos Trans R Soc Lond B Biol Sci. 1980;289(1036):321-331. doi: 10.1098/rstb.1980.0049.

Rawlings ND, Barrett AJ, Bateman A. MEROPS: The peptidase database. Nucleic Acids Res. 2010;38:D227-D233. doi: 10.1093/nar/gkp971.

Bush K. Past and present perspectives on β-lactamases. Antimicrob Agents Chemother. 2018;62(10):e01076-18. doi: 10.1128/AAC.01076-18.

Palzkill T. Structural and mechanistic basis for extended-spectrum drug-resistance mutations. Front Mol Biosci. 2018;5:16. doi: 10.3389/fmolb.2018.00016.

Naas T, Oueslati S, Bonnin RA, et al. Beta-lactamase database (BLDB)—structure and function. J Enzyme Inhib Med Chem. 2017;32(1):917-919. doi: 10.1080/14756366.2017.1344235.

Wilson H, Török ME. Extended-spectrum β-lactamase-producing and carbapenemase-producing Enterobacteriaceae. Microb Genom. 2018;4(7):e000197. doi: 10.1099/mgen.0.000197.

Gould IM. Antibiotic resistance: The perfect storm. Int J Antimicrob Agents. 2009;34:S2-S5. doi: 10.1016/S0924-8579(09)70549-7.

The Review on Antimicrobial Resistance (Chair: O’Neill J). Antimicrobial resistance: Tackling a crisis for the health and wealth of nations. London: HM Government & Wellcome Trust; 2014.

Florio W, Baldeschi L, Rizzato C, Tavanti A, Ghelardi E, Lupetti A. Detection of antibiotic-resistance by MALDI-TOF mass spectrometry: An expanding area. Front Cell Infect Microbiol. 2020;10:572909. doi:10.3389/fcimb.2020.572909. doi: 10.3389/fcimb.2020.572909.

Idelevich EA, Becker K. Matrix-assisted laser desorption ionization–time of flight mass spectrometry for antimicrobial susceptibility testing. J Clin Microbiol. 2021;59(12):e0181419. doi:10.1128/JCM.01814-19.

Burckhardt I, Zimmermann S. Using MALDI-TOF MS to detect carbapenem resistance within 1 to 2.5 hours. J Clin Microbiol. 2011;49(9):3321-3324. doi:10.1128/JCM.00287-11.

Hrabák J, Walková R, Studentová V, Chudáčková E, Bergerová T. Carbapenemase activity detection by MALDI-TOF MS. J Clin Microbiol. 2011;49(9):3222-3227. doi:10.1128/JCM.00984-11.

Johansson Å, Nagy E, Sóki J. Instant screening and verification of carbapenemase activity in Bacteroides fragilis in positive blood culture, using MALDI-TOF MS. J Med Microbiol. 2014;63(8):1105-1110. doi:10.1099/jmm.0.075465-0.

Johansson A, Nagy E, Sóki J; ESGAI. Detection of carbapenemase activities of Bacteroides fragilis strains with MALDI-TOF MS. Anaerobe. 2014;26:49-52. doi:10.1016/j.anaerobe.2014.01.006. doi: 10.1016/j.anaerobe.2014.01.006.

Jung JS, Popp C, Sparbier K, Lange C, Kostrzewa M, Schubert S. Rapid detection of β-lactam resistance in Enterobacteriaceae from blood cultures by MALDI-TOF MS. J Clin Microbiol. 2014;52(3):924-930. doi:10.1128/JCM.02691-13.

Lau AF, Wang H, Weingarten RA, et al. A rapid MALDI-TOF MS–based method for single-plasmid tracking in an outbreak of carbapenem-resistant Enterobacteriaceae. J Clin Microbiol. 2014;52(8):2804-2812. doi:10.1128/JCM.00694-14.

Chang KC, Chung CY, Yeh CH, et al. Direct detection of carbapenemase-associated proteins of Acinetobacter baumannii using nanodiamonds coupled with MALDI-TOF MS. J Microbiol Methods. 2018;147:36-42. doi:10.1016/j.mimet.2018.02.014.

Gaibani P, Galea A, Fagioni M, et al. Evaluation of MALDI-TOF MS for identification of KPC-producing Klebsiella pneumoniae. J Clin Microbiol. 2016;54(10):2609-2613. doi:10.1128/JCM.01242-16.

Nagy E, Becker S, Sóki J, Urbán E, Kostrzewa M. Differentiation of division I (cfiA-negative) and division II (cfiA-positive) Bacteroides fragilis strains by MALDI-TOF MS. J Med Microbiol. 2011;60(11):1584-1590. doi:10.1099/jmm.0.031336-0.

Sauget M, Bertrand X, Hocquet D. Rapid antibiotic susceptibility testing on blood cultures using MALDI-TOF MS. PLoS One. 2018;13(10):e0205603. doi:10.1371/journal.pone.0205603.

Demirev PA, Hagan NS, Antoine MD, Lin JS, Feldman AB. Establishing drug resistance in microorganisms by mass spectrometry. J Am Soc Mass Spectrom. 2013;24(8):1194-1201. doi:10.1007/s13361-013-0609-x.

Jung JS, Eberl T, Sparbier K, et al. Rapid detection of antibiotic resistance based on mass spectrometry and stable isotopes. Eur J Clin Microbiol Infect Dis. 2014;33(6):949-955. doi:10.1007/s10096-013-2031-5.

Sparbier K, Lange C, Jung J, et al. MALDI biotyper-based rapid resistance detection by stable-isotope labeling. J Clin Microbiol. 2013;51(11):3741-3748. doi:10.1128/JCM.01536-13.

Marinach C, Alanio A, Palous M, et al. MALDI-TOF MS-based drug susceptibility testing of pathogens: The example of Candida albicans and fluconazole. Proteomics. 2009;9(20):4627-4631. doi:10.1002/pmic.200900152.

Idelevich EA, Sparbier K, Kostrzewa M, Becker K. Rapid detection of antibiotic resistance by MALDI-TOF MS using a direct-on-target microdroplet growth assay. Clin Microbiol Infect. 2018;24(7):738-743. doi:10.1016/j.cmi.2017.10.016.

Idelevich EA, Storck LM, Sparbier K, et al. Rapid direct susceptibility testing from positive blood cultures by the MALDI-TOF MS-based DOT-MGA. J Clin Microbiol. 2018;56(10):e00913-18. doi:10.1128/JCM.00913-18.

Correa-Martínez CL, Idelevich EA, Sparbier K, Kostrzewa M, Becker K. Rapid detection of ESBL and AmpC β-lactamases by a DOT-MGA screening panel. Front Microbiol. 2019;10:13. doi:10.3389/fmicb.2019.00013.

Li M, Liu M, Song Q, et al. Rapid AST by MALDI-TOF MS using a qualitative method in Acinetobacter baumannii complex. J Microbiol Methods. 2018;153:60-65. doi:10.1016/j.mimet.2018.09.002.

Oviaño M, Gómara M, Barba MJ, Revillo MJ, Barbeyto L, Bou G. Towards the early detection of β-lactamase-producing Enterobacteriaceae by MALDI-TOF MS analysis. J Antimicrob Chemother. 2017;72(8):2259-2262. doi:10.1093/jac/dkx127.

Monteferrante C, Sultan S, ten Kate MT, et al. Evaluation of different pretreatment protocols to detect accurately clinical carbapenemase-producing Enterobacteriaceae by MALDI-TOF. J Antimicrob Chemother. 2016;71(10):2856-2867. doi:10.1093/jac/dkw208.

Li C, Ding S, Huang Y, et al. Detection of AmpC β-lactamase-producing Gram-negative bacteria by MALDI-TOF MS. J Hosp Infect. 2018;99(2):200-207. doi:10.1016/j.jhin.2017.11.010.

Lee A, Lam JK, Lam RKW, et al. Comprehensive evaluation of the MBT STAR-BL module for simultaneous bacterial identification and β-lactamase-mediated resistance detection in Gram-negative rods from cultured isolates and positive blood cultures. Front Microbiol. 2018;9:334. doi:10.3389/fmicb.2018.00334.

Kempf M, Bakour S, Flaudrops C, et al. Rapid detection of carbapenem resistance in Acinetobacter baumannii using MALDI-TOF MS. PLoS One. 2012;7(2):e31676. doi: 10.1371/journal.pone.0031676.

Hoyos-Mallecot Y, Cabrera-Alvargonzalez J, Miranda-Casas C, et al. MALDI-TOF MS, a useful instrument for differentiating metallo-β-lactamases in Enterobacteriaceae and Pseudomonas spp. Lett Appl Microbiol. 2014 Apr;58(4):325-9. doi: 10.1111/lam.12203.

Figueroa Espinosa R, Rumi V, Marchisio M, et al. Fast and easy detection of CMY-2 in Escherichia coli by direct MALDI-TOF mass spectrometry. J Microbiol Methods. 2 J Microbiol Methods. 2018;148:22-28. doi: 10.1016/j.mimet.2018.04.001.

Reller LB, Weinstein M, Jorgensen JH, Ferraro MJ. Antimicrobial susceptibility testing: A review of general principles and contemporary practices. Clin Infect Dis. 2009;49(11):1749-1755. doi: 10.1086/647952.

Florio W, Morici P, Ghelardi E, Barnini S, Lupetti A. Recent advances in the microbiological diagnosis of bloodstream infections. Crit Rev Microbiol. 2018;44(3):351-370. doi: 10.1080/1040841X.2017.1407745.

van Belkum A, Bachmann TT, Lüdke G, et al. Developmental roadmap for antimicrobial susceptibility testing systems. Nat Rev Microbiol. 2019;17(1):51-62. doi: 10.1038/s41579-018-0098-9.

Ellington M, Ekelund O, Aarestrup FM, et al. The role of whole genome sequencing in antimicrobial susceptibility testing of bacteria: Report from the EUCAST Subcommittee. Clin Microbiol Infect. 2017;23(1):2-22. doi: 10.1016/j.cmi.2016.11.012.

Weis C, Cuénod A, Rieck B, et al. Direct antimicrobial resistance prediction from clinical MALDI–TOF mass spectra using machine learning. Nat Med. 2022;28(1):164-174. doi: 10.1038/s41591-021-01619-9.

Schubert S, Kostrzewa M. MALDI–TOF MS in the microbiology laboratory: Current trends. Curr Issues Mol Biol. 2017:23:17-20. doi: 10.21775/cimb.023.017.

Rodríguez-Sánchez B, Alcalá L, Marín M, Ruiz A, Alonso E, Bouza E. Evaluation of MALDI–TOF MS for routine identification of anaerobic bacteria. Anaerobe. 2016;42:101-107. doi: 10.1016/j.anaerobe.2016.09.009.

CLSI. Clinical and Laboratory Standards Institute. Performance standards for antimicrobial susceptibility testing. CLSI supplement M100. 33rd ed. Wayne (PA), ABD: CLSI; 2023. Erişim tarihi: 23.04.2025.

Card RM, Warburton PJ, MacLaren N, Mullany P, Allan E, Anjum MF. Application of microarray and functional-based screening methods for the detection of antimicrobial resistance genes in the microbiomes of healthy humans. PLoS One. 2014;9(1):e86428. doi: 10.1371/journal.pone.0086428.

Vrioni G, Tsiamis C, Oikonomidis G, Theodoridou K, Kapsimali V, Tsakris A. MALDI–TOF mass spectrometry technology for detecting biomarkers of antimicrobial resistance: Current achievements and future perspectives. Ann Transl Med. 2018;6(12):240. doi: 10.21037/atm.2018.06.28.

Welker M, van Belkum A. One system for all: Is mass spectrometry a future alternative for conventional antibiotic susceptibility testing? Front Microbiol. 2019;10:2711. doi: 10.3389/fmicb.2019.02711.

Wang K, Li S, Petersen M, Wang S, Lu X. Detection and characterization of antibiotic-resistant bacteria using surface-enhanced Raman spectroscopy. Nanomaterials (Basel). 2018;8(10):762. doi: 10.3390/nano8100762.

Dubourg G, Raoult D. Emerging methodologies for pathogen identification in positive blood culture testing. Expert Rev Mol Diagn. 2016;16(1):97-111. doi: 10.1586/14737159.2016.1112274.

Elbehiry A, Abalkhail A. Spectral precision: Recent advances in matrix-assisted laser desorption/ionization time-of-flight mass spectrometry for pathogen detection and resistance profiling. Microorganisms. 2025;13(7):1473. doi:10.3390/microorganisms13071473.

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