Publications by authors named "Gullapalli R"

Aircraft cabins are routinely pressurized to the equivalent of 8000 ft altitude. Exposure of lab animals to aeromedical evacuation relevant hypobaria after traumatic brain injury worsens neurological outcomes, which is paradoxically exacerbated by hyperoxia. This study tested the hypothesis that exposure of rats to hypobaria following cortical impact reduces cerebral blood flow, increases neuroinflammation, and alters brain neurochemistry.

View Article and Find Full Text PDF

This review article builds upon the introductory piece in our 7-part series, delving deeper into the transformative potential of generative artificial intelligence (Gen AI) in pathology and medicine. The article explores the applications of Gen AI models in pathology and medicine, including the use of custom chatbots for diagnostic report generation, synthetic image synthesis for training new models, data set augmentation, hypothetical scenario generation for educational purposes, and the use of multimodal along with multiagent models. This article also provides an overview of the common categories within Gen AI models, discussing open-source and closed-source models, as well as specific examples of popular models such as GPT-4, Llama, Mistral, DALL-E, Stable Diffusion, and their associated frameworks (eg, transformers, generative adversarial networks, diffusion-based neural networks), along with their limitations and challenges, especially within the medical domain.

View Article and Find Full Text PDF
Article Synopsis
  • Generative artificial intelligence (GAI) technologies are poised to significantly transform clinical pathology (CP) workflows, with applications in education, decision support, and patient assessments.
  • The review examines various use cases of GAI, emphasizing large language models in CP subspecialties like clinical chemistry and microbiology, while also highlighting potential challenges like biases and integrating GAI into current practices.
  • While GAI holds promise for enhancing patient care and research, its implementation requires caution to address shortcomings and ensure it complements existing workflows effectively.
View Article and Find Full Text PDF

Context.—: Generative artificial intelligence (AI) technologies are rapidly transforming numerous fields, including pathology, and hold significant potential to revolutionize educational approaches.

Objective.

View Article and Find Full Text PDF

The pathophysiological effects of chronic heavy metal exposures on human health remains uncertain. In this study, we developed a novel chronic, low-dose exposure of Cadmium (CLEC) model using the hepatocellular cell lines, HepG2 and HUH7. We modulated cell culture conditions to mimic human normoglycemic (5.

View Article and Find Full Text PDF
Article Synopsis
  • Traumatic brain injury (TBI), even mild, can lead to long-lasting symptoms and a higher risk of dementia, possibly due to problems in the brain's glymphatic system, which normally clears waste.
  • This study evaluated the enlarged perivascular space (ePVS) and the ALPS index in 44 mTBI patients at two points: about 14 days and 6-12 months after injury, also comparing them to 37 control participants.
  • Key results showed significant correlations where higher ePVS was linked to more memory problems shortly after injury, and an increase in the ALPS index over time was associated with better sleep, suggesting these markers may help predict recovery outcomes for TBI patients.
View Article and Find Full Text PDF

Traumatic brain injury (TBI) even in the mild form may result in long-lasting post-concussion symptoms. TBI is also a known risk to late-life neurodegeneration. Recent studies suggest that dysfunction in the glymphatic system, responsible for clearing protein waste from the brain, may play a pivotal role in the development of dementia following TBI.

View Article and Find Full Text PDF
Article Synopsis
  • Global plastic use leads to significant environmental issues, with a large amount ending up in oceans and landfills, where it decomposes into microplastics (MPs) that pose health risks to both animals and humans.
  • The study investigates how polymer microspheres, specifically polystyrene and a mixture of different plastics, affect tissue metabolism and their ability to cross the gut barrier in mice.
  • Results showed that ingested microspheres were found in various organs, including the brain, liver, and kidneys, and caused metabolic changes in these tissues, highlighting the need to explore the health implications of mixed microplastics exposure.
View Article and Find Full Text PDF
Article Synopsis
  • Blast-related traumatic brain injury (bTBI) is a significant neurological issue for military personnel, leading to long-term health problems and impacts on quality of life, with varying manifestations that complicate understanding.
  • Research into blast injuries has shifted from rodent models to ferrets, as their brain structure more closely resembles that of humans, allowing for better insights into the effects of bTBI.
  • Findings from this study on ferrets exposed to blasts revealed issues like impulsivity in decision-making, increased glutamate levels linked to behavioral deficits, high levels of brain -acetylaspartate indicating potential metabolic disruptions, and pre-frontal cortex/auditory cortex signaling dysfunction that may relate to psychiatric disorders.
View Article and Find Full Text PDF

Background: MR spectroscopy (MRS) is a noninvasive tool for evaluating biochemical alterations, such as glutamate (Glu)/gamma-aminobutyric acid (GABA) imbalance and depletion of antioxidative glutathione (GSH) after traumatic brain injury (TBI). Thalamus, a critical and vulnerable region post-TBI, is challenging for MRS acquisitions, necessitating optimization to simultaneously measure GABA/Glu and GSH.

Purpose: To assess the feasibility and optimize acquisition and processing approaches for simultaneously measuring GABA, Glx (Glu + glutamine (Gln)), and GSH in the thalamus, employing Hadamard encoding and reconstruction of MEscher-GArwood (MEGA)-edited spectroscopy (HERMES).

View Article and Find Full Text PDF

Reactive oxygen species (ROS) play a key role in the regulation of cellular metabolism in physiological and pathological processes. Physiological ROS production plays a central role in the spatial and temporal modulation of normal cellular functions such as proliferation, signaling, apoptosis, and senescence. In contrast, chronic ROS overproduction is responsible for a wide spectrum of diseases, such as cancer, cardiovascular disease, and diabetes, among others.

View Article and Find Full Text PDF
Article Synopsis
  • The perivascular space (PVS) plays a crucial role in brain waste clearance, and enlarged PVS (ePVS) can be detected using T2-weighted MRI images, although quantifying it accurately is challenging with standard 2D images.
  • This study explores the use of a deep-learning super-resolution technique to enhance ePVS quantification from 2D T2-weighted images in patients with traumatic brain injury (TBI), validating it against higher-resolution 3D images.
  • The results show that the super-resolved images yield comparable ePVS volume measurements, indicating a potential method for better assessing the impact of sleep quality on ePVS in TBI patients.
View Article and Find Full Text PDF

Background And Objectives: Magnetic resonance-guided focused ultrasound (MRgFUS) central lateral thalamotomy (CLT) has not yet been validated for treating refractory neuropathic pain (NP). Our aim was to assess the safety and potential efficacy of MRgFUS CLT for refractory NP.

Methods: In this prospective, nonrandomized, single-arm, investigator-initiated phase I trial, patients with NP for more than 6 months related to phantom limb pain, spinal cord injury, or radiculopathy/radicular injury and who had undergone at least one previous failed intervention were eligible.

View Article and Find Full Text PDF
Article Synopsis
  • The study evaluates the feasibility of using CEST-based creatine mapping in the brain at a magnetic field strength of 3T, focusing on guanidino protons.
  • Wild type and genetically modified mice with low creatine concentrations were analyzed to understand contributions to the GuanCEST signal and to quantify creatine's proton exchange rates.
  • Results indicate a clear Guan proton peak and suggest that CEST mapping can effectively detect changes in intracellular pH and creatine concentration in the brain.
View Article and Find Full Text PDF

Smoke from wildland fires has been shown to produce neuroinflammation in preclinical models, characterized by neural infiltrations of neutrophils and monocytes, as well as altered neurovascular endothelial phenotypes. To address the longevity of such outcomes, the present study examined the temporal dynamics of neuroinflammation and metabolomics after inhalation exposures from biomass-derived smoke. 2-month-old female C57BL/6 J mice were exposed to wood smoke every other day for 2 weeks at an average exposure concentration of 0.

View Article and Find Full Text PDF

Artificial intelligence (AI) presents an opportunity in anatomic pathology to provide quantitative objective support to a traditionally subjective discipline, thereby enhancing clinical workflows and enriching diagnostic capabilities. AI requires access to digitized pathology materials, which, at present, are most commonly generated from the glass slide using whole-slide imaging. Models are developed collaboratively or sourced externally, and best practices suggest validation with internal datasets most closely resembling the data expected in practice.

View Article and Find Full Text PDF

Introduction: Parkinson's Disease (PD) is a progressive neurodegenerative disorder affecting both motor and cognitive function. Previous neuroimaging studies have reported altered functional connectivity (FC) in distributed functional networks. However, most neuroimaging studies focused on patients at an advanced stage and with antiparkinsonian medication.

View Article and Find Full Text PDF

Global plastic use has consistently increased over the past century with several different types of plastics now being produced. Much of these plastics end up in oceans or landfills leading to a substantial accumulation of plastics in the environment. Plastic debris slowly degrades into microplastics (MPs) that can ultimately be inhaled or ingested by both animals and humans.

View Article and Find Full Text PDF

Smoke from wildland fires has been shown to produce neuroinflammation in preclinical models, characterized by neural infiltrations of neutrophils and monocytes, as well as altered neurovascular endothelial phenotypes. To address the longevity of such outcomes, the present study examined the neuroinflammatory and metabolomic temporal dynamics after inhalation exposures from biomass-derived smoke. 2-month-old female C57BL/6J mice were exposed to wood smoke every other day for two weeks at an average exposure concentration of 0.

View Article and Find Full Text PDF

Cerebral venous oxygenation (Y ) is a valuable biomarker for a variety of brain diseases. T relaxation under spin tagging (TRUST) MRI is a widely used method for Y quantification. In this work, there were two main objectives.

View Article and Find Full Text PDF

Elevated plasma neurofilament light chain (NfL) is associated with dementia though underlying mechanisms remain unknown. We examined cross-sectional relationships of time-dependent plasma NfL with selected brain structural magnetic resonance imaging (sMRI) prognostic markers of dementia. The sample was drawn from the Healthy Aging in Neighborhoods of Diversity Across the Life Span (HANDLS) study, selecting participants with complete v (2004-2009) and v (2009-2013) plasma NfL exposure and ancillary sMRI data at v (2011-2015, n = 179, mean v to v time: 5.

View Article and Find Full Text PDF

Data-driven thalamic nuclei parcellation depends on high-quality manual annotations. However, the small size and low contrast changes among thalamic nuclei, yield annotations that are often incomplete, noisy, or ambiguously labelled. To train a robust thalamic nuclei parcellation model with noisy annotations, we propose a label propagation algorithm based on random walker to refine the annotations before model training.

View Article and Find Full Text PDF

Objectives: Rotator cuff (RC) tear is common among adults ≥60 years, with supraspinatus tear most common. Intramuscular fatty infiltration (FI) on imaging is predictive of long-term outcomes following RC tear. Physical therapists routinely diagnose RC tear only by clinical examination since most do not order imaging studies.

View Article and Find Full Text PDF

Introduction: Lower socioeconomic status (SES) is associated with poorer executive function, but the neural mechanisms of this association remain unclear. As healthy brain communication is essential to our cognitive abilities, white matter integrity may be key to understanding socioeconomic disparities.

Methods: Participants were 201 African American and White adults (ages 33-72) from the Healthy Aging in Neighborhoods of Diversity across the Life Span (HANDLS) SCAN study.

View Article and Find Full Text PDF

Plasma neurofilament light chain (NfL)'s link to dementia may be mediated through white matter integrity (WMI). In this study, we examined plasma NfL's relationships with diffusion tensor magnetic resonance imaging markers: global and cortical white matter fractional anisotropy (FA) and trace (TR). Plasma NfL measurements at 2 times (v: 2004-2009 and v: 2009-2013) and ancillary dMRI (v: 2011-2015) were considered (n = 163, mean time v to v = 5.

View Article and Find Full Text PDF