BackgroundRecent research has shown a correlation between immune microenvironment and lymphoma biology. This study aims to investigate the prognostic significance of the immunologically relevant lymphocyte-to-monocyte ratio (LMR), in diffuse large B-cell lymphoma (DLBCL) in the rituximab era.Methodology/Principal FindingsWe analyzed retrospective data from 438 newly diagnosed DLBCL patients treated with rituximab plus cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) therapy. We randomly selected 200 patients (training set) to generate a cutoff value for LMR by receiver operating characteristic (ROC) curve analysis. LMR was then analyzed in a testing set (n = 238) and in all patients (n = 438) for validation. The LMR cutoff value for survival analysis determined by ROC curve in the training set was 2.6. Patients with low LMR tended to have more adverse clinical characteristics. Low LMR at diagnosis was associated with worse survival in DLBCL, and could also identify high-risk patients in the low-risk IPI category. Multivariate analysis identified LMR as an independent prognostic factor of survival in the testing set and in all patients.Conclusions/SignificanceBaseline LMR, a surrogate biomarker of the immune microenvironment, is an effective prognostic factor in DLBCL patients treated with R-CHOP therapy. Future prospective studies are required to confirm our findings.
The facile and economical identification of pathogenic bacteria, especially their antibiotic-resistance, is crucial in the realm of human health and safety. The presence of Escherichia coli (E. coli) is considered as an indicator of water contamination and is closely related to human health. Herein, inspired by the biocatalysis of bacterial surfaces, we developed a simple and cost-effective colorimetric- and electrochemical-based bioassay that is capable of analyzing both the presence of E. coli and its relative level of antibiotic resistance. In this approach, p-benzoquinone is used as a redox mediator to monitor the bacterial concentration and specifically distinguish E. coli from four other common clinical bacteria, namely, Staphylococcus aureus (S. aureus), Enterococcus faecalis (E. faecalis), Salmonella pullorum (S. pullorum), and Streptococcus mutans (S. mutans). A visible color change, captured with a smartphone using a “light box”, without relying on any complex instruments, can reflect the concentration of bacteria. The accurate quantification of E. coli was investigated with an electrochemical system in the concentration ranges of 1.0 × 103 to 1.0 × 109 CFU/mL. We further demonstrated the capability of the presented biosensor in identifying drug-resistant bacteria with two artificially induced antibiotic-resistant bacteria. Therefore, the presented bioassay is not only capable of detecting E. coli with high sensitivity and specificity but also provides a rapid solution to evaluate E. coli antibiotic resistance.
CRISPR-Cas13 systems have recently been employed for targeted RNA degradation in various organisms. However, collateral degradation of bystander RNAs has imposed a major barrier for their in vivo applications. We designed a dual-fluorescent reporter system for detecting collateral effects and screening Cas13 variants in mammalian cells. Among over 200 engineered variants, several Cas13 variants (including Cas13d and Cas13X) exhibit efficient on-target activity but markedly reduced collateral activity. Furthermore, transcriptome-wide off-targets and cell growth arrest induced by Cas13 are absent for these variants. Importantly, high-fidelity Cas13 variants show comparable RNA knockdown activity with wild-type Cas13 but no detectable collateral damage in transgenic mice and adeno-associated virus-mediated somatic cell targeting. Thus, high-fidelity Cas13 variants with minimal collateral effect are now available for targeted degradation of RNAs in basic research and therapeutic applications.
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