Modeling membrane geometries implicitly in Rosetta.

Interactions between membrane proteins (MPs) and lipid bilayers are critical for many cellular functions. In the Rosetta molecular modeling suite, the implicit membrane energy function is based on a "slab" model, which represent the membrane as a flat bilayer. However, in nature membranes often have a curvature that is important for function and/or stability.

Protein remote homology detection and structural alignment using deep learning.

Exploiting sequence-structure-function relationships in biotechnology requires improved methods for aligning proteins that have low sequence similarity to previously annotated proteins. We develop two deep learning methods to address this gap, TM-Vec and DeepBLAST. TM-Vec allows searching for structure-structure similarities in large sequence databases.

Differential compartmentalization of myeloid cell phenotypes and responses towards the CNS in Alzheimer's disease.

Myeloid cells are suggested as an important player in Alzheimer´s disease (AD). However, its continuum of phenotypic and functional changes across different body compartments and their use as a biomarker in AD remains elusive. Here, we perform multiple state-of-the-art analyses to phenotypically and metabolically characterize immune cells between peripheral blood (n = 117), cerebrospinal fluid (CSF, n = 117), choroid plexus (CP, n = 13) and brain parenchyma (n = 13).

Perceptions of Accountability to God and Psychological Well-Being Among US Adults.

This study examines whether accountability to God is positively associated with four measures of psychological well-being-happiness, mattering to others, dignity, and meaning-among US adults. It also tests the possibility that prayer moderates these associations. Data from the 2017 Values and Beliefs of the American Public Survey (n = 1251) were analyzed using multivariate regression.