Aim: Many randomized controlled trials have been performed on the efficacy and mechanism of action of omega-3 polyunsaturated fatty acids (n-3 PUFAs) on psoriasis. However, contradictory results have been obtained. This study wants to assess the effects of n-3 PUFAs on the severity of psoriasis. Methods:The Cochrane Central Register of Controlled Trials, PubMed/MEDLINE and EMBASE were searched for all randomized controlled trials and prospective observational studies comparing the efficacy of n-3 PUFAs versus control in adult patients with psoriasis. The primary outcome was psoriasis severity as measured by the Psoriasis Area Severity Index (PASI) score. Results:The initial search yielded 732 articles, 720 of which were excluded. The data of the 12 remaining studies were extracted. Some studies found that n-3 PUFAs were associated with improvements in the PASI score, erythema, scaling, itching, area involved and infiltration. However, some studies did not find reduction in scaling, erythema, area involved or thickness in the treatment group. Conclusion:It is still inconclusive whether use of n-3 PUFAs in patients with psoriasis is associated with improvements in severity of psoriasis and other outcomes.

Technological advances have changed the practice of clinical microbiology. We implemented Bruker matrix-assisted laser desorption ionization–time of flight mass spectrometry (MALDI-TOF MS) and BD Kiestra total laboratory automation (TLA) 4 and 3 years ago, respectively. To assess the impact of these new technologies, we compared turnaround times (TATs) for positive and negative urine cultures before and after implementation. In comparison I, TATs for 61,157 urine cultures were extracted for two periods corresponding to pre-TLA and post-TLA, both using MALDI-TOF MS for organism identification. In comparison II, time to organism identification (ID) and antimicrobial susceptibility (AST) reports were calculated for 5,402 positive culture reports representing four different periods: (i) manual plating and conventional biochemical identification (CONV), (ii) manual plating and MALDI-TOF MS identification (MALDI), (iii) MALDI-TOF MS identification and early phase implementation of TLA (TLA1), and (iv) MALDI-TOF MS identification and late phase implementation of TLA (TLA2). By the comparison I results, median pre- and post-TLA TATs to organism IDs (18.5 to 16.9 h), AST results (41.8 to 40.8 h), and preliminary results for negative cultures (17.7 to 13.6 h), including interquartile ranges for all comparisons, were significantly decreased post-TLA (P < 0.001). By the comparison II results, MALDI significantly improved TAT to organism ID compared to CONV (21.3 to 18 h). TLA further improved overall TAT to ID (18 to 16.5 h) and AST (42.3 to 40.7 h) results compared to MALDI (P < 0.001). In summary, TLA significantly improved TAT to organism ID, AST report, and preliminary negative results. MALDI-TOF MS significantly improved TAT for organism ID. Use of MALDI-TOF MS and TLA individually and together results in significant decreases in microbiology report TATs.

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Hypereosinophilia (HE) has been arbitrarily defined as persistent eosinophilia &gt;1.5 x109/L, and is broadly divided into primary (clonal or neoplastic; HEN), secondary/reactive (HER), or of undetermined significance (HEUS) when no cause is identified. The use of myeloid next generation sequencing panels has led to the detection of several mutations in patients previously diagnosed with HEUS, reassigning some patients to the category of HEN, specifically the World Health Organization category of chronic eosinophilic leukemia, not otherwise specified (CEL, NOS). Here we describe a novel somatic JAK1 pseudokinase domain mutation (R629_S632delinsSA) in a patient with HE that had been initially characterized as a variant of uncertain significance. We performed functional studies that demonstrate that this mutation results in growth factor independence of Ba/F3 cells in vitro and activation of the Janus Kinase-Signal Transducer and Activator of Transcription Proteins (JAK-STAT) pathway. These effects were abrogated by the JAK1/JAK2 inhibitor ruxolitinib. The R629_S632delinsSA is the first known somatic mutation in JAK1 linked to a clonal eosinophilic neoplasm, and highlights the importance of the JAK-STAT pathway in eosinophil survival.

Biology has become a prime area for the deployment of deep learning and artificial intelligence (AI), enabled largely by the massive data sets that the field can generate. Key to most AI tasks is the availability of a sufficiently large, labeled data set with which to train AI models. In the context of microscopy, it is easy to generate image data sets containing millions of cells and structures. However, it is challenging to obtain large-scale high-quality annotations for AI models. Here, we present HALS (Human-Augmenting Labeling System), a human-in-the-loop data labeling AI, which begins uninitialized and learns annotations from a human, in real-time. Using a multi-part AI composed of three deep learning models, HALS learns from just a few examples and immediately decreases the workload of the annotator, while increasing the quality of their annotations. Using a highly repetitive use-case—annotating cell types—and running experiments with seven pathologists—experts at the microscopic analysis of biological specimens—we demonstrate a manual work reduction of 90.60%, and an average data-quality boost of 4.34%, measured across four use-cases and two tissue stain types.