Revealing the Occurrence of Antimicrobial Resistance in Microbiome and Metabolic Profile of Orthodontic Patients with White Spot Lesions (WSL)
Abstract:
This study
investigates antimicrobial-resistant (AMR) strains in the salivary microbiome
of patients with White Spot Lesions (WSL) using a metagenomic approach. The aim
is to better understand microbial-host interactions in dental caries and
bacterial diseases in patients with fixed orthodontic appliances. Saliva
samples from three WSL patients were collected and analyzed for bacterial
diversity, AMR, and metabolic profiling. Metagenomic sequencing identified
Acetobacter and Lactobacillus species as predominant in the saliva of WSL
patients, with variations in microbial diversity between samples. WSLMic3 had
lower Acetobacter and higher Lactobacillus compared to WSLMic1 and WSLMic2.
Additionally, ammonia-oxidizing (89.8%) and sulfate-reducing bacteria (85.4%)
were the most prevalent. AMR was assessed using the Kirby-Bauer disc diffusion
method, revealing the challenge of antibiotic resistance in managing oral
conditions. DNA extraction was performed with the ZR Microbe DNA MiniPrep™ kit,
followed by metagenomic analysis using the GAIA 2.0 workflow and GLE module for
genus-level identification. Alpha and Beta diversity indices (Chao1, Shannon,
Simpson) were calculated, and pathway-level metabolic profiling was predicted
using Gene Ontology (GO) terms. This study highlights the importance of
profiling pathogenic strains linked to WSL and the role of AMR in oral
microbiota. Identifying these strains could aid in developing targeted
therapies to manage WSL more effectively and address AMR challenges in orthodontic
patients.
References:
[1].
Sundararaj, D., Venkatachalapathy, S.,
Tandon, A., Pereira, A., 2015, Critical evaluation of incidence and prevalence
of white spot lesions during fixed orthodontic appliance treatment: A
meta-analysis. J Int Soc Prev Community Dent., 5, 433-9, 10.4103/2231-0762.167719.
[2].
Khoroushi, M., Kachuie, M., 2017,
Prevention and Treatment of White Spot Lesions in Orthodontic Patients. Contemp
Clin Dent., 8, 11-9, 10.4103/ccd.ccd_216_17.
[3].
Gopalakrishnappa, C., Gowda, K.,
Prabhakara, K.H., Kuehn, S., 2022, An ensemble approach to the
structure-function problem in microbial communities. iScience, 18, 103761.
10.1016/j.isci.2022.103761.
[4].
Huang, Y., Zhao, X., Cui, L., Huang, S.,
2021, Metagenomic and Metatranscriptomic Insight into Oral Biofilms in
Periodontitis and Related Systemic Diseases. Front Microbiol., 13, 728585,
10.3389/fmicb.2021.728585.
[5].
Pérez-Cobas, A.E., Gomez-Valero, L.,
Buchrieser, C., 2020, Metagenomic approaches in microbial ecology: an update on
whole-genome and marker gene sequencing analyses. Microb Genom., 6, 8,
10.1099/mgen.0.000409.
[6].
Radaic, A., Kapila, Y.L., 2021, The
oralome and its dysbiosis: New insights into oral microbiome-host interactions.
Comput Struct Biotechnol J., 27, 1335-60, 10.1016/j.csbj.2021.02.010.
[7].
Belstrøm, D.,
Constancias, F., Liu, Y., et al., 2017, Metagenomic and metatranscriptomic
analysis of saliva reveals disease-associated microbiota in patients with
periodontitis and dental caries. NPJ Biofilms Microbiomes. 3, 23,
10.1038/s41522-017-0031-4.
[8].
Sun, B., Liu, B., Gao, X., Xing, K., Xie,
L., Guo, T., 2021, Metagenomic Analysis of Saliva Reveals Disease-Associated
Microbiotas in Patients with Periodontitis and Crohn’s Disease-Associated
Periodontitis. Front Cell Infect Microbiol., 11, 719411, 10.3389/fcimb.2021.719411.
[9].
Kashyap, B., Kullaa, A., 2024, Salivary
Metabolites Produced by Oral Microbes in Oral Diseases and Oral Squamous Cell
Carcinoma: A Review, Metabolites, 14, 277. 10.3390/metabo14050277.
[10]. Qiu,
S., Cai, Y., Yao, H., Lin, C., Xie, Y., Tang, S., Zhang, A., 2023, Small
molecule metabolites: Discovery of biomarkers and therapeutic targets. Signal
Transduct Target Ther., 8, 132, 10.1038/s41392-023-01399-3.
[11]. Baker,
J.L., Morton, J.T., Dinis, M., Alvarez, R., Tran, N.C., Knight, R., Edlund, A.,
2021, Deep metagenomics examines the oral microbiome during dental caries,
revealing novel taxa and co-occurrences with host molecules. Genome Res.,
31, 64-74. 10.1101/gr.265645.120.
[12]. Harisha,
S., 2005, An Introduction to Practical Biotechnology. Firewall Media,
New Delhi, India.
[13]. Holt,
J.G., 1994, Bergey’s Manual of Determinative Bacteriology. Lippincott
Williams & Wilkins (ed), Maryland, USA.
[14]. Tang,
Y.W., Stratton, C.W., 2018, Advanced Techniques in Diagnostic Microbiology:
Volume 1: Techniques. Springer, New York, USA.
[15]. Procop,
G.W., Church, D.L., Hall, G.S., Janda, W.M., 2020, Koneman’s Color Atlas and
Textbook of Diagnostic Microbiology. Jones & Bartlett Learning,
Burlington, MA, USA.
[16]. Wayne,
P.A., 2024, Performance Standards for Antimicrobial Disk Susceptibility Tests,
9th ed., Clinical Laboratory Standards Institute. (2009). Accessed: https://clsi.org/standards/products/microbiology/documents/m02/.
[17]. Gentleman,
J.F, Mullin, R.C., 1989, The distribution of the frequency of occurrence of
nucleotide subsequences, based on their overlap capability. Biometrics.,
45, 35-52, 10.2307/2532033.
[18]. Turner,
F.S., 2014, Assessment of insert sizes and adapter content in fastq data from
NexteraXT libraries. Front Genet., 30, 5. 10.3389/fgene.2014.00005.
[19]. Shi,
C., Cai, L., Xun, Z. et al., 2021, Metagenomic analysis of the salivary
microbiota in patients with caries, periodontitis and comorbid diseases. J
Dent Sci., 16, 1264-73, 10.1186/s12903-024-04181-1.
[20]. Lozupone,
C.A., Knight, R., 2008, Species divergence and the measurement of microbial
diversity. FEMS Microbiol Rev., 32, 557-78,
10.1111/j.1574-6976.2008.00111.x.
[21]. Sharma,
N., Bhatia, S., Sodhi, A.S., Batra, N., 2018, Oral microbiome and health. AIMS
Microbiol., 4, 42-66, 10.3934/microbiol.2018.1.42.
[22]. Sedghi,
L., DiMassa, V., Harrington, A., Lynch, S.V., Kapila, Y.L., 2000, The oral
microbiome: Role of key organisms and complex networks in oral health and
disease. Periodontol., 87, 107-31, 10.1111/prd.12393.
[23]. Raghavan,
S., Abu Alhaija, E.S., Duggal, M.S., Narasimhan, S., Al-Maweri, S.A., 2023,
White spot lesions, plaque accumulation and salivary caries-associated bacteria
in clear aligners compared to fixed orthodontic treatment. A systematic review
and meta- analysis. BMC Oral Health., 23, 599, 10.1186/s12903-023-
03257-8.
[24]. Song,
Z., Fang, S., Guo, T., Wen, Y., Liu, Q., Jin, Z., 2023, Microbiome and
metabolome associated with white spot lesions in patients treated with clear
aligners, Front Cell Infect Microbiol, 13, 1119616,
10.3389/fcimb.2023.1119616.
[25]. Altayb,
H.N., Chaieb, K., Baothman, O., Alzahrani, F.A., Zamzami, M.A., Almugadam,
B.S., 2022, Study of oral microbiota diversity among groups of families
originally from different countries. Saudi J Biol Sci., 29, 103317.
10.1016/j.sjbs.2022.103317.
[26]. Catunda,
R.Q., Altabtbaei, K., Flores-Mir, C., Febbraio, M., 2023, Pre-treatment oral
microbiome analysis and salivary Stephan curve kinetics in white spot lesion
development in orthodontic patients wearing fixed appliances. A pilot study. BMC
Oral Health., 23, 239, 10.1186/s12903-023-02917-z.
[27]. Chowdhry,
A., Kapoor, P., Bhargava, D., Bagga, D.K., 2023, Exploring the oral microbiome:
an updated multidisciplinary oral healthcare perspective. Discoveries
(Craiova)., 11, 165, 10.15190/d.2023.4.
[28]. Zhou,
Z., Tran, P.Q., Breister, A.M. et al., 2022, METABOLIC: High-throughput
profiling of microbial genomes for functional traits, metabolism,
biogeochemistry, and community-scale functional networks. Microbiome,
10:33. 10.1186/s40168-021-01213-8.
[29]. Renu, K., 2024. A molecular viewpoint of the
intricate relationships among HNSCC, HPV infections, and the oral microbiota
dysbiosis. Journal of Stomatology, Oral and Maxillofacial Surgery,
p.102134.
[29]. Sivakamavalli, J., Nirosha, R., Vaseeharan, B., 2015, Purification and
Characterization of a Cysteine-Rich 14-kDa Antibacterial Peptide from the
Granular Hemocytes of Mangrove Crab Episesarma tetragonum and Its Antibiofilm
Activity. Appl Biochem Biotechnol.; 176(4):1084–101.
[30]. Valli, J.S., Vaseeharan, B., 2012, Biosynthesis of silver nanoparticles
by Cissus quadrangularis extracts. Mater Lett.; 82:171–3.
[31]. Kaarthikeyan, G., Jayakumar, N.D. and
Sivakumar, D., 2019. Comparative Evaluation of Bone Formation between PRF and
Blood Clot Alone as the Sole Sinus-Filling Material in Maxillary Sinus
Augmentation with the Implant as a Tent Pole: A Randomized Split-Mouth
Study. Journal of long-term effects of medical implants, 29(2).
[32] Kavarthapu, A. and Malaiappan, S., 2019.
Comparative evaluation of demineralized bone matrix and type II collagen
membrane versus eggshell powder as a graft material and membrane in rat
model. Indian Journal of Dental Research, 30(6),
pp.877-880.
[33] Manchery, N., John, J., Nagappan, N., Subbiah, G.K. and Premnath, P., 2019. Remineralization potential of dentifrice containing nanohydroxyapatite on artificial carious lesions of enamel: A comparative: in vitro: study. Dental research journal, 16(5), pp. 310-317.