Analysis of cellularity in H&E-stained rat bone marrow tissue via deep learning.

Our objective was to develop an automated deep-learning-based method to evaluate cellularity in rat bone marrow hematoxylin and eosin whole slide images for preclinical safety assessment. We trained a shallow CNN for segmenting marrow, 2 Mask R-CNN models for segmenting megakaryocytes (MKCs), and small hematopoietic cells (SHCs), and a SegNet model for segmenting red blood cells. We incorporated the models into a pipeline that identifies and counts MKCs and SHCs in rat bone marrow.

Potent targeted activator of cell kill molecules eliminate cells expressing HIV-1.

Antiretroviral therapy inhibits HIV-1 replication but is not curative due to establishment of a persistent reservoir after virus integration into the host genome. Reservoir reduction is therefore an important HIV-1 cure strategy. Some HIV-1 nonnucleoside reverse transcriptase inhibitors induce HIV-1 selective cytotoxicity in vitro but require concentrations far exceeding approved dosages.

Relationships between neighborhood disadvantage and cardiovascular findings at autopsy in subjects with sudden death.

Background: Neighborhood disadvantage is associated with a higher risk of sudden cardiac death. However, autopsy findings have never been investigated in this context. Here, we sought to explore associations between neighborhood disadvantage and cardiovascular findings at autopsy in cases of sudden death in the State of Maryland.

Translational value of preclinical models for renal denervation: a histological comparison of human versus porcine renal nerve anatomy.

Background: Preclinical models have provided key insights into the response of local tissues to radiofrequency (RF) renal denervation (RDN) that is unobtainable from human studies. However, the anatomic translatability of these models to the procedure in humans is incompletely understood.  Aims: We aimed to compare the renal arterial anatomy in normotensive pigs treated with RF-RDN to that of human cadavers to evaluate the suitability of normotensive pigs for determining the safety of RF-RDN.

The identification of a novel lead class for phosphodiesterase 2 inhibition by fragment-based drug design.

We have identified a novel PDE2 inhibitor series using fragment-based screening. Pyrazolopyrimidine fragment 1, while possessing weak potency (K = 22.4 μM), exhibited good binding efficiencies (LBE = 0.

Efficacy of allograft fascia lata in tympanic membrane repair.

We conducted a retrospective study to determine the efficacy of allograft fascia lata in both primary and revision tympanic membrane surgery (myringoplasty). Our patient population included 64 patients-31 men and 33 women, aged 19 to 98 years (mean: 49.5)-who had undergone tympanic membrane surgery with allograft fascia lata.