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1.
Mol Immunol ; 169: 99-109, 2024 May.
Article in English | MEDLINE | ID: mdl-38552286

ABSTRACT

AIM: We investigated the molecular underpinnings of variation in immune responses to the live attenuated typhoid vaccine (Ty21a) by analyzing the baseline immunological profile. We utilized gene expression datasets obtained from the Gene Expression Omnibus (GEO) database (accession number: GSE100665) before and after immunization. We then employed two distinct computational approaches to identify potential baseline biomarkers associated with responsiveness to the Ty21a vaccine. MAIN METHODS: The first pipeline (knowledge-based) involved the retrieval of differentially expressed genes (DEGs), functional enrichment analysis, protein-protein interaction network construction, and topological network analysis of post-immunization datasets before gauging their pre-vaccination expression levels. The second pipeline utilized an unsupervised machine learning algorithm for data-driven feature selection on pre-immunization datasets. Supervised machine-learning classifiers were employed to computationally validate the identified biomarkers. KEY FINDINGS: Baseline activation of NKIRAS2 (a negative regulator of NF-kB signalling) and SRC (an adaptor for immune receptor activation) was negatively associated with Ty21a vaccine responsiveness, whereas LOC100134365 exhibited a positive association. The Stochastic Gradient Descent (SGD) algorithm accurately distinguished vaccine responders and non-responders, with 88.8%, 70.3%, and 85.1% accuracy for the three identified genes, respectively. SIGNIFICANCE: This dual-pronged novel analytical approach provides a comprehensive comparison between knowledge-based and data-driven methods for the prediction of baseline biomarkers associated with Ty21a vaccine responsiveness. The identified genes shed light on the intricate molecular mechanisms that influence vaccine efficacy from the host perspective while pushing the needle further towards the need for development of precise enteric vaccines and on the importance of pre-immunization screening.


Subject(s)
Salmonella typhi , Typhoid-Paratyphoid Vaccines , Salmonella typhi/genetics , Vaccines, Attenuated , Antigens, Bacterial , Biomarkers
2.
J Clin Diagn Res ; 8(12): ZD03-5, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25654042

ABSTRACT

The ultimate goal of periodontal therapy is to achieve complete wound healing and regeneration of the periodontal unit. The therapeutic use of L-PRF matrix constitutes a relatively new biotechnology that has been a breakthrough in the acceleration of hard and soft tissue healing. Platelet-rich fibrin (PRF) belongs to a new generation of platelet concentrates, with simplified processing and without biochemical blood handling. The slow polymerization during PRF preparation seems to generate a fibrin network very similar to the natural one. Such a network leads to a more efficient cell migration and proliferation and thus cicatrization. This article proposes an overview of use of platelet-rich fibrin in management of periodontal hard and soft tissue defects and goes on to describe the clinical benefits of PRF and its advantage over PRP.

3.
Int J Mycobacteriol ; 3(3): 205-10, 2014 Sep.
Article in English | MEDLINE | ID: mdl-26786489

ABSTRACT

To evaluate the performance of TrueNAT (RT Micro PCR device) assay in comparison with GeneXpert on sputum samples from pulmonary cases of tuberculosis. 274 samples were processed to detect MTB by ZN smear examination, MGIT culture and molecular methods that included RT-PCR (ABI 7500 & TrueNAT) and GeneXpert for case detection of TB. The overall performance of the test with MGIT(Mycobacterium Growth Indicator Tube) culture as gold standard, sensitivity of smear, RT PCR/TrueNAT and Genexpert was 61.5% (CI:53.3-69.3%), 94.7% (CI:89.8-97.6%) & 96.0% (CI: 91.5-98.5%), respectively. Amongst the S+ (108) samples, RT-PCR/TrueNAT and GeneXpert showed a sensitivity of 99% (CI:94.9%-99.8%) and 100% (98.6%-100.0%), respectively. High concordance was observed between GeneXpert and TrueNAT for case detection of TB. The GeneXpert MTB/RIF test was independent on the user's skills. It has a short turn-around time and simultaneously detects RIF resistance with M. tuberculosis in less than 3h. The TrueNAT MTB has good sensitivity and specificity in case detection with hands on time of less than 3h as well as fits the requirements in resourcelimited health care settings. Larger, multi-site studies are required to obtain better estimates of the performance of TrueNAT MTB.

4.
Chin J Dent Res ; 16(1): 79-82, 2013.
Article in English | MEDLINE | ID: mdl-23878831

ABSTRACT

In the present case of a 35-year old patient, platelet-rich fibrin, which is an autologous platelet concentrate, was used to fill the osseous defect following surgery. The case was assessed both clinically and radiographically for a period of 9 months.


Subject(s)
Blood Platelets/physiology , Fibrin/therapeutic use , Periapical Diseases/surgery , Adult , Apicoectomy/methods , Dental Fistula/surgery , Follow-Up Studies , Humans , Male , Retrograde Obturation/methods
5.
Cell Tissue Bank ; 14(3): 453-63, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23143637

ABSTRACT

Among the great challenges facing clinical research is the development of bioactive surgical additives regulating inflammation and increasing healing. Although the use of fibrin adhesives and platelet-rich plasma (PRP) is well documented, they have their own limitations. Hence, reconstructive dental surgeons are looking for an "edge" that jump starts the healing process to maximize predictability as well as the volume of regenerated bone. Overcoming the restrictions related to the reimplantation of blood-derived products, a new family of platelet concentrate, which is neither a fibrin glue nor a classical platelet concentrate, was developed in France. This second generation platelet concentrate called platelet-rich fibrin (PRF), has been widely used to accelerate soft and hard tissue healing. Its advantages over the better known PRP include ease of preparation/application, minimal expense, and lack of biochemical modification (no bovine thrombin or anticoagulant is required). This article serves as an introduction to the PRF "concept" and its potential clinical applications with emphasis on periodontal regeneration.


Subject(s)
Fibrin/pharmacology , Periodontium/physiology , Platelet-Rich Plasma/metabolism , Regeneration/drug effects , Animals , Humans , Periodontium/drug effects , Polymerization/drug effects , Wound Healing/drug effects
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