Exploring a possibility of using Raman spectroscopy for detection of Lyme disease

被引:10
作者
Farber, Charles [1 ]
Morey, Rohini [1 ]
Krimmer, Mark [1 ]
Kurouski, Dmitry [1 ]
Rogovskyy, Artem S. [2 ]
机构
[1] Texas A&M Univ, Dept Biochem & Biophys, College Stn, TX 77843 USA
[2] Texas A&M Univ, Coll Vet Med & Biomed Sci, Dept Vet Pathobiol, College Stn, TX 77843 USA
关键词
Borrelia burgdorferi; Lyme borreliosis; Raman spectroscopy; blood; specimens; diagnostic test; BORRELIA-BURGDORFERI INFECTION; VLSE ANTIGENIC VARIATION; LINEAR PLASMID-25; CULTURE; BLOOD; PCR; DIAGNOSIS; MANIFESTATIONS; POLYMORPHISM; GUIDELINE;
D O I
10.1002/jbio.202000477
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Lyme disease (LD), one of the most prevalent tick-borne diseases in the United States (US), is caused by Borreliella burgdorferi sensu stricto (Bb). To date, in the US, LD diagnostics is primarily based on validated two-tiered serological testing, which overall exhibits low sensitivity among other drawbacks. In the present study, a potential of Raman spectroscopy (RS) to detect Bb infection in mice has been explored. For that, C3H mice were infected with wild-type Bb strains, 297, B31, or B31-derived mutant, increment vlsE. Blood samples taken prior to and post Bb infection were subjected to RS. The data demonstrated that RS did not directly detect Bb spirochetes in blood, but rather sensed biochemical changes associated with Bb infection. Despite Bb infection-associated blood changes detectable by RS were very limited, the partial least square discriminant analysis showed that the average true positive rates were 86% for 297 and 89% for B31 and increment vlsE.
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页数:9
相关论文
共 62 条
[1]   Diagnosis of Lyme borreliosis [J].
Aguero-Rosenfeld, ME ;
Wang, GQ ;
Schwartz, I ;
Wormser, GP .
CLINICAL MICROBIOLOGY REVIEWS, 2005, 18 (03) :484-+
[2]   Diagnosis and Treatment of Lyme Arthritis [J].
Arvikar, Sheila L. ;
Steere, Allen C. .
INFECTIOUS DISEASE CLINICS OF NORTH AMERICA, 2015, 29 (02) :269-+
[3]   Raman Spectroscopy of Blood and Blood Components [J].
Atkins, Chad G. ;
Buckley, Kevin ;
Blades, Michael W. ;
Turner, Robin F. B. .
APPLIED SPECTROSCOPY, 2017, 71 (05) :767-793
[4]   Serodiagnosis of Lyme disease by kinetic enzyme-linked immunosorbent assay using recombinant VlsE1 or peptide antigens of Borrelia burgdorferi compared with 2-tiered testing using whole-cell lysates [J].
Bacon, RM ;
Biggerstaff, BJ ;
Schriefer, ME ;
Gilmore, RD ;
Philipp, MT ;
Steere, AC ;
Wormser, GP ;
Marques, AR ;
Johnson, BJB .
JOURNAL OF INFECTIOUS DISEASES, 2003, 187 (08) :1187-1199
[5]   The role of VlsE antigenic variation in the Lyme disease spirochete: persistence through a mechanism that differs from other pathogens [J].
Bankhead, Troy ;
Chaconas, George .
MOLECULAR MICROBIOLOGY, 2007, 65 (06) :1547-1558
[6]   LYME BORRELIOSIS IN SELECTED STRAINS AND AGES OF LABORATORY MICE [J].
BARTHOLD, SW ;
BECK, DS ;
HANSEN, GM ;
TERWILLIGER, GA ;
MOODY, KD .
JOURNAL OF INFECTIOUS DISEASES, 1990, 162 (01) :133-138
[7]  
BARTHOLD SW, 1991, AM J PATHOL, V139, P263
[8]   Lyme Borreliosis - the Utility of Improved Real-Time PCR Assay in the Detection of Borrelia burgdorferi Infections [J].
Bil-Lula, Iwona ;
Matuszek, Patryk ;
Pfeiffer, Thomas ;
Wozniak, Mieczyslaw .
ADVANCES IN CLINICAL AND EXPERIMENTAL MEDICINE, 2015, 24 (04) :663-670
[9]   Lyme disease: A rigorous review of diagnostic criteria and treatment [J].
Borchers, Andrea T. ;
Keen, Carl L. ;
Huntley, Arthur C. ;
Gershwin, M. Eric .
JOURNAL OF AUTOIMMUNITY, 2015, 57 :82-115
[10]  
C. Centers for Disease Prevention, 1995, M M W R MORB MORTAL, V44, P590