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Biology subjects

Kamariza, M.

Publications and source records attributed to Kamariza, M..

6 recordsLinked to original sources

Expanding the palette of trehalose-based fluorophores for live mycobacterial detection

Tuberculosis (TB) remains the worlds leading infectious cause of death. Trehalose-based fluorogenic probes have emerged as powerful tools for labeling and studying mycobacteria, including Mycobacterium tuberculosis (Mtb), the causative agent of tuberculosis. However, existing probes occupy a limited spectral range and require compromise between brightness, specificity, and functional readouts. Here, we report the design and characterization of two trehalose conjugates derived from Janelia Fluor(R) dyes, JF635-Tre and JF646-Tre, which extend the trehalose-based platform into the far-red region. Following NHS ester-mediated synthesis, the trehalose-conjugated analogs displayed strong far-red fluorescence, with excitation/emission maxima at 638/654 nm and 648/663 nm for JF635-Tre and JF646-Tre, respectively. Both probes exhibited concentration- and time-dependent labeling of Mycobacterium smegmatis (Msmeg) and Mtb with minimal background fluorescence from the corresponding unconjugated dyes. Furthermore, we observed reduced labeling in heat-killed cells compared to live Msmeg, particularly for JF646-Tre, consistent with sensitivity to metabolic activity. Both JF-Tre derivatives produced significant cellular labeling and JF635-Tre distinguished untreated from INH-treated samples in drug susceptible Mtb, demonstrating the potential of the JF-Tre probes to report on INH susceptibility and resistance. Together, these findings expand the toolkit of trehalose-based probes and highlight how fluorophore identity influences probe performance in mycobacterial fluorescence imaging and drug susceptibility testing.

biochemistry↗

Tre-DST: A new drug susceptibility test for Mycobacterium tuberculosis using solvatochromic trehalose probes

Tuberculosis (TB) is the most lethal cause of death from a single infectious agent. In 2024, an estimated 10 million people developed TB, nearly half a million of which were infected with drug-resistant tuberculosis (DR-TB). Early detection of infection and drug resistance is critical to controlling DR-TB as this enables rapid engagement into effective care. Currently, bacterial culture and nucleic acid testing remain the primary methods for diagnosing infection, with smear microscopy being phased out. However, these methods present significant limitations for diagnosing drug resistance such as lengthy time-to-result for phenotypic tests, as well as the need for prior knowledge of resistance mutations and prohibitive cost for molecular tests. To address this, we developed a rapid phenotypic TB drug susceptibility test, termed Tre-DST, based on novel trehalose probes, which upon metabolic conversion emit enhanced fluorescence signal, giving them their unique ability to specifically detect live mycobacteria. We used the nonpathogenic Mycobacterium smegmatis and the virulence-attenuated Mycobacterium tuberculosis (Mtb) H37Ra or auxotrophic Mtb to demonstrate a strong correlation between cost-effective plate reader results and flow cytometry data, suggesting the fluorescence plate reader is a suitable fluorescence detector for Tre-DST. We determined that adding a one-week incubation step for Mtb allowed samples originally seeded at 104 CFU/mL to become detectable, over two weeks earlier than colony forming unit analysis. Importantly, we found that Tre-DST reports on drug susceptibility in a drug-agnostic manner, demonstrating loss of fluorescence with frontline TB drugs rifampicin (RIF), isoniazid (INH), and ethambutol, as well as the newer drug bedaquiline. Finally, Tre-DST distinguished RIF-and INH-resistant auxotrophs from susceptible controls and accurately reported resistance activity. Ultimately, because Tre-DST is agnostic to mechanisms of drug resistance, this assay is likely compatible with all WHO-recommended DR-TB drugs as well as any future TB drugs as a diagnostic in reference laboratories.

microbiology↗

Polygenic prediction across populations is influenced by ancestry, genetic architecture, and methodology

Polygenic risk scores (PRS) developed from multi-ancestry genome-wide association studies (GWAS), PRSmulti, hold promise for improving PRS accuracy and generalizability across populations. To establish best practices for leveraging the increasing diversity of genomic studies, we investigated how various factors affect the performance of PRSmulti compared to PRS constructed from single-ancestry GWAS (PRSsingle). Through extensive simulations and empirical analyses, we showed that PRSmulti overall outperformed PRSsingle in understudied populations, except when the understudied population represented a small proportion of the multi-ancestry GWAS. Notably, for traits with large-effect ancestry-enriched variants, such as mean corpuscular volume, using substantially fewer samples from Biobank Japan achieved comparable accuracies to a much larger European cohort. Furthermore, integrating PRS based on local ancestry-informed GWAS and large-scale European-based PRS improved predictive performance in understudied African populations, especially for less polygenic traits with large ancestry-enriched variants. Our work highlights the importance of diversifying genomic studies to achieve equitable PRS performance across ancestral populations and provides guidance for developing PRS from multiple studies.

genomics↗

Towards Mycobacterium tuberculosis detection at the point-of-care: a brighter solvatochromic probe permits the detection of mycobacteria within minutes

There is an urgent need for point-of-care tuberculosis (TB) diagnostic methods that are fast, inexpensive, and operationally simple. Here, we report on a bright solvatochromic dye trehalose conjugate that specifically detects Mycobacterium tuberculosis (Mtb) in minutes. 3-hydroxychromone (3HC) dyes, known to yield high fluorescence quantum yields, exhibit shifts in fluorescence intensity in response to changes in environmental polarity. We synthesized two analogs of 3HC-trehalose conjugates (3HC-2-Tre and 3HC-3-Tre) and determined that 3HC-3-Tre has exceptionally favorable properties for Mtb detection. 3HC-3-Tre-labeled mycobacterial cells displayed a 10-fold increase in fluorescence intensity compared to our previously reports on the dye 4,4-N,N-dimethylaminonapthalimide (DMN-Tre). Excitingly, we detected fluorescent Mtb cells within 10 minutes of probe treatment. Thus, 3HC-3-Tre permits rapid visualization of mycobacteria that ultimately could empower improved Mtb detection at the point-of-care in low-resource settings.

microbiology↗

Capture and visualization of live Mycobacterium tuberculosis bacilli from tuberculosis bioaerosols

The tuberculosis (TB) pandemic demands urgent interventions such as those designed to interrupt Mycobacterium tuberculosis (Mtb) transmission, a challenge exacerbated by our poor understanding of the events enabling successful transfer of infectious bacilli between hosts. To address this problem, we developed the Respiratory Aerosol Sampling Chamber (RASC), a personal clean-room equipped with high-efficiency filtration and sampling technologies that allow biosafe capture and isolation of particulate matter - including Mtb bacilli - released by patients during natural breathing and (non-induced) cough. Here, we demonstrate the use of DMN-trehalose labelling to detect and quantify live Mtb bacilli among complex bioaerosol samples arrayed in a bespoke nanowell device following capture in the RASC. A pilot study identified Mtb in more than 85 % of known TB patients, improving significantly on previous work which has relied on animal infection and cough sampling to estimate transmission events. Moreover, intra-patient comparisons of bioaerosol and sputum samples indicated that Mtb aerosols likely derive from a compartment other than sputum. These results support the utility of the RASC platform for research aimed at interrupting Mtb transmission, including the non-invasive detection of Mtb-infected individuals who are predicted to contribute to bacillary spread despite the absence of clinical symptoms.

microbiology↗

Detection of live mycobacteria with a solvatochromic trehalose probe for point-of-care tuberculosis diagnosis

AbstractTuberculosis (TB) is the leading cause of death from an infectious bacterial disease. Poor diagnostic tools to detect active disease plague TB control programs and affect patient care. Accurate detection of live Mycobacterium tuberculosis (Mtb), the causative agent of TB, will improve TB diagnosis and patient treatment. We report that live mycobacteria can be specifically detected with a fluorogenic trehalose analog. We designed a 4-N,N-dimethylamino-1,8- naphthalimide-trehalose (DMN-Tre) conjugate that undergoes >700-fold fluorescence increase when transitioned from aqueous to hydrophobic environments. This enhancement occurs upon metabolic conversion of DMN-Tre to trehalose monomycolate and incorporation into the outer membrane. DMN-Tre labeling enabled the rapid, no-wash visualization of mycobacterial and corynebacterial species without nonspecific labeling of Gram-positive or -negative bacteria. DMN-Tre labeling was selective for live mycobacteria and was reduced by treatment with TB drugs. Lastly, DMN-Tre labeled Mtb in TB-positive sputum samples suggesting this operationally simple method may be deployable for TB diagnosis.

microbiology↗