Publications by authors named "John Shelley"

Article Synopsis
  • Researchers are focused on creating new ionizable lipids for lipid nanoparticles (LNPs), essential for drug delivery systems.
  • A new computational method has been developed to predict the apparent p value of these lipids when formulated in LNPs.
  • This method was tested on lipid formulations in COVID-19 vaccines (COMIRNATY, Spikevax) and a siRNA therapy (Onpattro), including a variant called Lipid A used in COMIRNATY.
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This note details the first formal report of a spinal deformation in whale sharks, Rhincodon typus. An individual whale shark with suspected kypholordoscoliosis was observed at Ewing Bank in the Gulf of Mexico during aggregation events in 2010 and 2013. Despite the significant deformity, the shark was observed feeding on fish eggs at the surface during both encounters.

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  • The study investigates idiopathic short stature (ISS) in children, hypothesizing that a polygenic score for height (PGS) may reveal an underlying heritable predisposition to shorter stature.
  • Out of 534 pediatric participants, 22.1% were diagnosed with ISS, showing slightly lower PGS values compared to those with familial short stature but significantly lower than those with underlying health issues, indicating a greater genetic predisposition to short stature in ISS cases.
  • The findings suggest PGS not only differentiates between ISS and short stature due to diseases but also enhances predictive models for adult height, highlighting its potential clinical usefulness in assessing children with unexplained short stature.
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Importance: Leveraging real-world clinical biobanks to investigate the associations between genetic and environmental risk factors for mental illness may help direct clinical screening efforts and evaluate the portability of polygenic scores across environmental contexts.

Objective: To examine the associations between sexual trauma, polygenic liability to mental health outcomes, and clinical diagnoses of schizophrenia, bipolar disorder, and major depressive disorder in a clinical biobank setting.

Design, Setting, And Participants: This genetic association study was conducted using clinical and genotyping data from 96 002 participants across hospital-linked biobanks located at Vanderbilt University Medical Center (VUMC), Nashville, Tennessee (including 58 262 individuals with high genetic similarity to the 1000 Genomes Project [1KG] Northern European from Utah reference population [1KG-EU-clustered] and 11 047 with high genetic similarity to the 1KG African-ancestry reference population of Yoruba in Ibadan, Nigeria [1KG-YRI-clustered]), and Mass General Brigham (MGB), Boston, Massachusetts (26 693 individuals with high genetic similarity to the combined European-ancestry superpopulation [1KG-EU-clustered]).

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Background: During the dissolution of amorphous solid dispersion (ASD) formulations, the drug load (DL) often impacts the release mechanism and the occurrence of loss of release (LoR). The ASD/water interfacial gel layer and its specific phase behavior in connection with DL strongly dictate the release mechanism and LoR of ASDs, as reported in the literature. Thermodynamically driven liquid-liquid phase separation (LLPS) and/or drug crystallization at the interface are the key phase transformations that drive LoR.

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Objective: Polygenic risk scores (PRS) for diverticular disease must be evaluated in diverse cohorts. We sought to explore shared genetic predisposition across the phenome and to assess risk stratification in individuals genetically similar to European, African and Admixed-American reference samples.

Methods: A 44-variant PRS was applied to the Research Program.

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Ionizable lipid-containing lipid nanoparticles (LNPs) have enabled the delivery of RNA for a range of therapeutic applications. In order to optimize safe, targeted, and effective LNP-based RNA delivery platforms, an understanding of the role of composition and pH in their structural properties and self-assembly is crucial, yet there have been few computational studies of such phenomena. Here we present a coarse-grained model of ionizable lipid and mRNA-containing LNPs.

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Molecular dynamics (MD) simulations of linear amylose fragments containing 10 to 40 glucose units were used to study the complexation of the prototypical compound, 3-pentadecylphenol (PDP)─a natural product with surfactant-like properties─in aqueous solution. The amylose-PDP binding leverages mainly hydrophobic interactions together with excluded volume effects. It was found that while the most stable complexes contained PDP inside the helical structure of the amylose in the expected guest-host (inclusion) complexation manner, at higher temperatures, the commonly observed PDP-amylose complexes often involved more nonspecific interactions than inclusion complexation.

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  • The study investigates the genetic factors influencing levels of prostate-specific antigen (PSA), which could enhance its effectiveness for prostate cancer screening among men.
  • Researchers conducted a transcriptome-wide association study (TWAS) using data from nearly 100,000 prostate cancer-free men, identifying 173 unique genes associated with PSA levels, with 151 resembling findings in another large dataset.
  • Further analysis revealed 20 genes that influenced PSA levels independently from identified genetic variants, with several showing a potential causal relationship and the need for additional research to understand these genetic influences better.
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  • A study examined how genetic predispositions to lower white blood cell (WBC) counts affect health outcomes in over 89,000 biobank participants, focusing on variations not linked to diseases.
  • Results showed that individuals with a genetic tendency for lower WBC counts had a reduced likelihood of finding abnormal pathology in bone marrow biopsies but were more prone to leukopenia during chemotherapy and immunosuppressant treatments.
  • The findings indicate that some people might experience unnecessary changes in their medical treatment due to their genetic profile, suggesting the need for personalized care approaches.
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We conducted a multi-ancestry genome-wide association study of prostate-specific antigen (PSA) levels in 296,754 men (211,342 European ancestry; 58,236 African ancestry; 23,546 Hispanic/Latino; 3,630 Asian ancestry; 96.5% of participants were from the Million Veteran Program). We identified 318 independent genome-wide significant (p≤5e-8) variants, 184 of which were novel.

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Article Synopsis
  • - The study examines whether a genetic predisposition for higher prostate-specific antigen (PSA) levels influences the likelihood of men undergoing prostate cancer screening and evaluations.
  • - In a cohort of 3,110 men aged 45-70, a polygenic score consisting of 111 genetic variants linked to PSA levels (but not prostate cancer) showed significant associations with elevated PSA levels and related medical evaluations in the younger age group (45-59 years).
  • - Findings suggest that higher genetic predisposition for PSA levels correlates with more clinical evaluations for prostate cancer, particularly among younger men, while this association weakens in older participants (ages 60-70).
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Objective: Columnaris disease is a leading cause of disease-related losses in the catfish industry of the southeastern United States. The term "columnaris-causing bacteria" (CCB) has been coined in reference to the four described species that cause columnaris disease: Flavobacterium columnare, F. covae, F.

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Aggregation in aqueous solution can have important implications on both the exposure of a drug and its pharmaceutical manufacturability. However, the drug aggregates formed can be very small and, thus, difficult to interrogate experimentally. On the other hand, at higher supersaturations where larger aggregates are supported, the chemical system is inherently metastable and therefore likewise challenging to study from an experimental standpoint.

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Polygenic variation unrelated to disease contributes to interindividual variation in baseline white blood cell (WBC) counts, but its clinical significance is undefined. We investigated the clinical consequences of a genetic predisposition toward lower WBC counts among 89,559 biobank participants from tertiary care centers using a polygenic score for WBC count (PGS) comprising single nucleotide polymorphisms not associated with disease. A predisposition to lower WBC counts was associated with a decreased risk of identifying pathology on a bone marrow biopsy performed for a low WBC count (odds-ratio=0.

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Prostate-specific antigen (PSA) screening for prostate cancer remains controversial because it increases overdiagnosis and overtreatment of clinically insignificant tumors. Accounting for genetic determinants of constitutive, non-cancer-related PSA variation has potential to improve screening utility. In this study, we discovered 128 genome-wide significant associations (P < 5 × 10) in a multi-ancestry meta-analysis of 95,768 men and developed a PSA polygenic score (PGS) that explains 9.

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Deciphering the genetic basis of prostate-specific antigen (PSA) levels may improve their utility to screen for prostate cancer (PCa). We thus conducted a transcriptome-wide association study (TWAS) of PSA levels using genome-wide summary statistics from 95,768 PCa-free men, the MetaXcan framework, and gene prediction models trained in Genotype-Tissue Expression (GTEx) project data. Tissue-specific analyses identified 41 statistically significant (p < 0.

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Epik version 7 is a software program that uses machine learning for predicting the p values and protonation state distribution of complex, druglike molecules. Using an ensemble of atomic graph convolutional neural networks (GCNNs) trained on over 42,000 p values across broad chemical space from both experimental and computed origins, the model predicts p values with 0.42 and 0.

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The substitution of natural, bio-based and/or biodegradable polymers for those of petrochemical origin in consumer formulations has become an active area of research and development as the sourcing and destiny of material components becomes a more critical factor in product design. These polymers often differ from their petroleum-based counterparts in topology, raw material composition and solution behaviour. Effective and efficient reformulation that maintains comparable cosmetic performance to existing products requires a deep understanding of the differences in frictional behaviour between polymers as a function of their molecular structure.

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Purpose: To describe patterns of care use for Alabama Medicaid adult beneficiaries with diabetes and the association between primary care utilization and ambulatory care sensitive (ACS) diabetes hospitalizations.

Methods: This retrospective cohort study analyzes Alabama Medicaid claims data from January 2010 to April 2018 for 52,549 covered adults ages 19-64 with diabetes. Individuals were characterized by demographics, comorbidities, and health care use including primary, specialty, mental health and hospital care.

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Amorphous solid dispersions (ASDs) are commonly used to orally deliver small-molecule drugs that are poorly water-soluble. ASDs consist of drug molecules in the amorphous form which are dispersed in a hydrophilic polymer matrix. Producing a high-performance ASD is critical for effective drug delivery and depends on many factors such as solubility of the drug in the matrix and the rate of drug release in aqueous medium (dissolution), which is linked to bioperformance.

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Dynamics and thermophysical properties of amorphous starch were explored using molecular dynamics (MD) simulations. Using the OPLS3e force field, simulations of short amylose chains in water were performed to determine force field accuracy. Using well-tempered metadynamics, a free energy map of the two glycosidic angles of an amylose molecule was constructed and compared with other modern force fields.

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Recent research has identified four distinct genetic groups among isolates of Flavobacterium columnare through multilocus phylogenetic analyses; however, there are no quick methods to determine the genotype of an isolate. The objective of this research was to develop a multiplex PCR to rapidly genotype F. columnare to genetic group.

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