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1.
Nat Commun ; 15(1): 5514, 2024 Jun 29.
Article in English | MEDLINE | ID: mdl-38951492

ABSTRACT

HIV-1 Vpr promotes efficient spread of HIV-1 from macrophages to T cells by transcriptionally downmodulating restriction factors that target HIV-1 Envelope protein (Env). Here we find that Vpr induces broad transcriptomic changes by targeting PU.1, a transcription factor necessary for expression of host innate immune response genes, including those that target Env. Consistent with this, we find silencing PU.1 in infected macrophages lacking Vpr rescues Env. Vpr downmodulates PU.1 through a proteasomal degradation pathway that depends on physical interactions with PU.1 and DCAF1, a component of the Cul4A E3 ubiquitin ligase. The capacity for Vpr to target PU.1 is highly conserved across primate lentiviruses. In addition to impacting infected cells, we find that Vpr suppresses expression of innate immune response genes in uninfected bystander cells, and that virion-associated Vpr can degrade PU.1. Together, we demonstrate Vpr counteracts PU.1 in macrophages to blunt antiviral immune responses and promote viral spread.


Subject(s)
HIV-1 , Immunity, Innate , Macrophages , Proto-Oncogene Proteins , Trans-Activators , vpr Gene Products, Human Immunodeficiency Virus , Humans , Macrophages/immunology , Macrophages/metabolism , Macrophages/virology , vpr Gene Products, Human Immunodeficiency Virus/metabolism , vpr Gene Products, Human Immunodeficiency Virus/genetics , HIV-1/physiology , HIV-1/immunology , Trans-Activators/metabolism , Trans-Activators/genetics , Proto-Oncogene Proteins/metabolism , Proto-Oncogene Proteins/genetics , Ubiquitin-Protein Ligases/metabolism , Ubiquitin-Protein Ligases/genetics , HIV Infections/immunology , HIV Infections/virology , HIV Infections/genetics , HEK293 Cells , Virion/metabolism , Protein Serine-Threonine Kinases
2.
Photochem Photobiol ; 2024 Jul 05.
Article in English | MEDLINE | ID: mdl-38970228

ABSTRACT

Excessive exposure to ultraviolet radiation (UVR) causes harmful effects on human skin. Pre-exposure application of sunscreen can be protective, but not after damage already has occurred. There is a need for agents that can be applied post-UVR exposure to repair the damage. We investigated a novel compound, NEO400, that appears to meet this medicinal need. NEO400 was created by conjugating linoleic acid to perillyl alcohol. UVR was repeatedly administered to the skin of mice over several weeks, where it caused the typical signs of UV damage, including scaling of the skin, DNA damage, and elevated levels of inflammatory cytokines. However, when NEO400 was applied immediately post-UVR, it triggered the appearance of markers for dermal stem cell proliferation, and no signs of skin damage emerged. Furthermore, when NEO400 was applied to skin that already had incurred significant damage, it accelerated skin healing. When applied individually, linoleic acid and perillyl alcohol were ineffective, indicating that they had to be conjugated in order to exert therapeutic efficacy. None of these skin-protective effects could be achieved with Aloe vera gel, a popular and widely used post-exposure remedy. Our study suggests that NEO400 holds potential as a regenerative treatment for excessively UVR-exposed skin.

3.
J Health Commun ; 29(7): 440-449, 2024 Jul 02.
Article in English | MEDLINE | ID: mdl-38832597

ABSTRACT

Asian, Pacific Islander, African, and Caribbean communities in the U.S. are heavily impacted by chronic hepatitis B (HBV) and hepatocellular carcinoma (HCC). Educating these groups about the link between the two diseases is imperative to improve screening rates and health outcomes. This study aims to identify and incorporate preferred mediated communication methods into community-specific educational campaigns which emphasize the connection between the conditions, to promote uptake of prevention and management behaviors for HBV and HCC. Fifteen focus groups and two key informant interviews were conducted with Micronesian, Chinese, Hmong, Nigerian, Ghanaian, Vietnamese, Korean, Somali, Ethiopian, Filipino, Haitian, and Francophone West African communities. Data were analyzed using thematic coding and analysis. Findings demonstrate that all communities preferred materials be offered in both English and native languages and requested that materials highlight the connection between HBV and HCC. Delivery channel preferences and messaging themes varied by group. This study provides insight into community-specific preferences for learning about HBV and HCC. The findings can be used to design culturally and linguistically tailored, multi-platform, health education campaigns to facilitate improved HBV screening and vaccination rates and increase knowledge about HCC risk among highly impacted communities in the U.S.


Subject(s)
Focus Groups , Liver Neoplasms , Humans , Liver Neoplasms/prevention & control , Liver Neoplasms/ethnology , Female , Male , Health Communication/methods , Adult , Health Status Disparities , Middle Aged , Carcinoma, Hepatocellular/ethnology , Carcinoma, Hepatocellular/prevention & control , United States , Hepatitis B/prevention & control , Hepatitis B/ethnology , Hepatitis B, Chronic/ethnology , Hepatitis B, Chronic/prevention & control , Cultural Competency , Qualitative Research , Ethnicity/statistics & numerical data , Ethnicity/psychology , Healthcare Disparities/ethnology
4.
J Med Virol ; 96(4): e29549, 2024 04.
Article in English | MEDLINE | ID: mdl-38563352

ABSTRACT

Previous research has explored theories regarding the vertical transmission of human papillomavirus (HPV) infection and its association with adverse pregnancy and perinatal outcomes. However, the impact of maternal HPV infection on congenital anomalies (CAs) in offspring remains relatively understudied. We conducted a population-based cohort study linking the Taiwan Birth Registry, Taiwan Death Registry, and National Health Insurance Research Database, in which newborns born in Taiwan between 2009 and 2015 were included. We established a maternal HPV infection cohort comprising 37 807 newborns and matched them with a comparison group of 151 228 newborns at a 1:4 ratio based on index year, age, and sex. The study examined a composite outcome and subgroups of different types of congenital malformations. Differences in cumulative incidence of CAs were assessed using Kaplan-Meier curves and log-rank tests. Adjusted hazard ratios (aHRs) were estimated using Cox proportional hazard regressions. No significant association was found between HPV infection and the broad spectrum of CAs (aHR: 1.04, 95% confidence interval [CI]: 0.98-1.10; log-rank test p = 0.14). However, we observed a 19% increased risk of musculoskeletal CAs in the maternal HPV infection group (aHR: 1.19; 95% CI: 1.05-1.34) compared to those without maternal HPV exposure. Other factors, including the type of HPV (aHR: 0.65; 95% CI: 0.16-2.63), the timing of exposure (during or before pregnancy), and maternal age (aHR for <30 years: 1.02, 95% CI: 0.94-1.1; aHR for 30-39 years: 1.05, 95% CI: 0.99-1.11; aHR for ≥40 years: 0.88, 95% CI: 0.67-1.17), did not significantly affect the risk for any CA. In conclusion, gestation detection of HPV infection was associated with musculoskeletal CAs but not other major CAs. Prospective studies are warranted to elucidate the necessity of prenatal screening in populations at risk.


Subject(s)
Papillomavirus Infections , Pregnancy , Female , Humans , Infant, Newborn , Adult , Papillomavirus Infections/complications , Papillomavirus Infections/epidemiology , Cohort Studies , Prospective Studies , Research , Taiwan/epidemiology , Risk Factors
5.
Res Sq ; 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38659839

ABSTRACT

Epithelial cells create barriers that protect many different components in the body from their external environment. The gut in particular carries bacteria and other infectious agents. A healthy gut epithelial barrier prevents unwanted substances from accessing the underlying lamina propria while maintaining the ability to digest and absorb nutrients. Increased gut barrier permeability, better known as leaky gut, has been linked to several chronic inflammatory diseases. Yet understanding the cause of leaky gut and developing effective interventions are still elusive due to the lack of tools to maintain tissue's physiological environment while elucidating cellular functions under various stimuli ex vivo. This paper presents a microphysiological system capable of recording real-time barrier permeability of mouse gut tissues in a realistic physiological environment over extended durations. Key components of the microphysiological system include a microfluidic chamber designed to hold the live tissue explant and create a sufficient microphysiological environment to maintain tissue viability; proper media composition that preserves a microbiome and creates necessary oxygen gradients across the barrier; integrated sensor electrodes and supporting electronics for acquiring and calculating transepithelial electrical resistance (TEER); and a scalable system architecture to allow multiple chambers running in parallel for increased throughput. The experimental results demonstrate that the system can maintain tissue viability for up to 72 hours. The results also show that the custom-built and integrated TEER sensors are sufficiently sensitive to distinguish differing levels of barrier permeability when treated with collagenase and low pH media compared to control. Permeability variations in tissue explants from different positions in the intestinal tract were also investigated using TEER revealing their disparities in permeability. Finally, the results also quantitatively determine the effect of the muscle layer on total epithelial resistance.

6.
Int J Mol Sci ; 25(5)2024 Mar 06.
Article in English | MEDLINE | ID: mdl-38474302

ABSTRACT

Our previous research studies have demonstrated the role of microRNA133b (miR133b) in healing the contused spinal cord when administered either intranasally or intravenously 24 h following an injury. While our data showed beneficial effects of exogenous miR133b delivered within hours of a spinal cord injury (SCI), the kinetics of endogenous miR133b levels in the contused spinal cord and rostral/caudal segments of the injury were not fully investigated. In this study, we examined the miR133b dysregulation in a mouse model of moderate unilateral contusion injury at the fifth cervical (C5) level. Between 30 min and 7 days post-injury, mice were euthanized and tissues were collected from different areas of the spinal cord, ipsilateral and contralateral prefrontal motor cortices, and off-targets such as lung and spleen. The endogenous level of miR133b was determined by RT-qPCR. We found that after SCI, (a) most changes in miR133b level were restricted to the injured area with very limited alterations in the rostral and caudal parts relative to the injury site, (b) acute changes in the endogenous levels were predominantly specific to the lesion site with delayed miR133b changes in the motor cortex, and (c) ipsilateral and contralateral hemispheres responded differently to unilateral SCI. Our results suggest that the therapeutic window for exogenous miR133b therapy begins earlier than 24 h post-injury and potentially lasts longer than 7 days.


Subject(s)
Cervical Cord , Contusions , MicroRNAs , Spinal Cord Injuries , Animals , Mice , Contusions/metabolism , Disease Models, Animal , MicroRNAs/metabolism , MicroRNAs/therapeutic use , Spinal Cord Injuries/metabolism , Spinal Cord Injuries/therapy , Cervical Cord/injuries
7.
Sci Rep ; 14(1): 7571, 2024 03 30.
Article in English | MEDLINE | ID: mdl-38555310

ABSTRACT

Obesity is a growing concern in human and equine populations, predisposing to metabolic pathologies and reproductive disturbances. Cellular lipid accumulation and mitochondrial dysfunction play an important role in the pathologic consequences of obesity, which may be mitigated by dietary interventions targeting these processes. We hypothesized that obesity in the mare promotes follicular lipid accumulation and altered mitochondrial function of oocytes and granulosa cells, potentially contributing to impaired fertility in this population. We also predicted that these effects could be mitigated by dietary supplementation with a combination of targeted nutrients to improve follicular cell metabolism. Twenty mares were grouped as: Normal Weight [NW, n = 6, body condition score (BCS) 5.7 ± 0.3], Obese (OB, n = 7, BCS 7.7 ± 0.2), and Obese Diet Supplemented (OBD, n = 7, BCS 7.7 ± 0.2), and fed specific feed regimens for ≥ 6 weeks before sampling. Granulosa cells, follicular fluid, and cumulus-oocyte complexes were collected from follicles ≥ 35 mm during estrus and after induction of maturation. Obesity promoted several mitochondrial metabolic disturbances in granulosa cells, reduced L-carnitine availability in the follicle, promoted lipid accumulation in cumulus cells and oocytes, and increased basal oocyte metabolism. Diet supplementation of a complex nutrient mixture mitigated most of the metabolic changes in the follicles of obese mares, resulting in parameters similar to NW mares. In conclusion, obesity disturbs the equine ovarian follicle by promoting lipid accumulation and altering mitochondrial function. These effects may be partially mitigated with targeted nutritional intervention, thereby potentially improving fertility outcomes in the obese female.


Subject(s)
Oocytes , Ovarian Follicle , Humans , Horses , Animals , Female , Ovarian Follicle/metabolism , Oocytes/metabolism , Follicular Fluid , Obesity/metabolism , Lipids , Dietary Supplements
8.
Cancers (Basel) ; 16(5)2024 Feb 26.
Article in English | MEDLINE | ID: mdl-38473298

ABSTRACT

The Epstein-Barr virus (EBV) is accepted as a primary risk factor for certain nasopharyngeal carcinoma (NPC) subtypes, where the virus persists in a latent stage which is thought to contribute to tumorigenesis. Current treatments are sub-optimal, and recurrence occurs in many cases. An alternative therapeutic concept is aimed at triggering the lytic cycle of EBV selectively in tumor cells as a means to add clinical benefit. While compounds able to stimulate the lytic cascade have been identified, their clinical application so far has been limited. We are developing a novel anticancer molecule, NEO212, that was generated by covalent conjugation of the alkylating agent temozolomide (TMZ) to the naturally occurring monoterpene perillyl alcohol (POH). In the current study, we investigated its potential to trigger the lytic cycle of EBV in NPC cells in vitro and in vivo. We used the established C666.1 cell line and primary patient cells derived from the brain metastasis of a patient with NPC, both of which harbored latent EBV. Upon treatment with NEO212, there was an increase in EBV proteins Zta and Ea-D, key markers of the lytic cycle, along with increased levels of CCAAT/enhancer-binding protein homologous protein (CHOP), a marker of endoplasmic reticulum (ER) stress, followed by the activation of caspases. These effects could also be confirmed in tumor tissue from mice implanted with C666.1 cells. Towards a mechanistic understanding of these events, we used siRNA-mediated knockdown of CHOP and inclusion of anti-oxidant compounds. Both approaches blocked lytic cycle induction by NEO212. Therefore, we established a sequence of events, where NEO212 caused reactive oxygen species (ROS) production, which triggered ER stress and elevated the levels of CHOP, which was required to stimulate the lytic cascade of EBV. Inclusion of the antiviral agent ganciclovir synergistically enhanced the cytotoxic impact of NEO212, pointing to a potential combination treatment for EBV-positive cancers which should be explored further. Overall, our study establishes NEO212 as a novel agent able to stimulate EBV's lytic cycle in NPC tumors, with implications for other virus-associated cancers.

9.
Am J Emerg Med ; 79: 116-121, 2024 May.
Article in English | MEDLINE | ID: mdl-38422752

ABSTRACT

IMPORTANCE: Medication nonadherence leads to worse health outcomes, increased healthcare service utilization, and increased overall healthcare costs. OBJECTIVE: To determine whether a discharge pharmacy located in the Emergency Department (ED) reduces ED revisits and hospitalizations. DESIGN: This is a cohort study where we extracted data from our electronic medical records with adult encounters between 12/2019-10/2021. For the purpose of this study, we defined a revisit to the ED as within 7 days and an admission within 30 days from prior initial ED visit. SETTING: The University of Chicago Medicine is an academic medical center located in Chicago's South Side. PARTICIPANTS: Between dates of 12/2019-11/2021, we had 78,660 adult distinct encounters. We created 5 different groups: no medications prescribed, ED discharge pharmacy only, e-prescriptions to outside pharmacies, combination of ED pharmacy and e-prescription sent elsewhere, and printed prescriptions with or without any e-prescriptions. EXPOSURE: Our ED pharmacy is located within the adult ED, serving only patients seen and discharged from the adult ED. MAIN OUTCOME(S) AND MEASURE(S): Our primary endpoint is to evaluate if prescribing and dispensing prescriptions from only our ED pharmacy is associated with decreased ED revisits within 7 days and reduced hospitalizations within 30 days of initial ED visit. RESULTS: When comparing patients who received prescriptions only from the ED discharge pharmacy, patients who received no prescriptions were 31.6% (P < 0.001) more likely to revisit our ED, and patients who received e-prescriptions sent to other pharmacies were 10.4% (P = 0.017) more likely to revisit. Patients who received e-prescriptions from other pharmacies were 29.2% (P < 0.001) more likely to be hospitalized and mixture of e-prescriptions were 59.5% (P < 0.001) more likely to be hospitalized compared to the ED pharmacy only group. CONCLUSIONS AND RELEVANCE: We believe having a pharmacy providing medications to patients being discharged from the ED reduces barriers like cost, transportation, and pharmacy access patients face trying to fill prescriptions at their local pharmacy. All of these reductions in barriers provides an easier and more convenient method for patients to obtain their medications at discharge from the ED, reducing the risk of a repeat ED visit and subsequent hospital admission.


Subject(s)
Pharmacies , Pharmacy , Adult , Humans , Patient Discharge , Cohort Studies , Hospitalization , Emergency Service, Hospital
10.
Eur J Case Rep Intern Med ; 11(2): 004283, 2024.
Article in English | MEDLINE | ID: mdl-38352807

ABSTRACT

Ertapenem, a carbapenem-type beta-lactam antibiotic, demonstrates broad-spectrum efficacy against a wide range of Gram-positive and Gram-negative bacteria, including aerobes and anaerobes. Importantly, it demonstrates resistance to virtually all beta-lactamases, including the extended spectrum beta-lactamases (ESBLs). Haematologic complications such as thrombocytosis, haemolysis, anaemia, and neutropenia are infrequent side effects associated with this drug. In this report, we present a rare case of ertapenem-induced thrombocytosis in a 62-year-old female patient who was admitted for a complicated urinary tract infection caused by Escherichia coli. LEARNING POINTS: Ertapenem was identified as the most likely cause of thrombocytosis.Discontinuing ertapenem normalised the platelet count.It is crucial for physicians to identify and address causes of thrombocytosis, particularly when related to medications, to avoid inadvertent complications and to ensure effective patient care.

11.
Nature ; 626(7997): 45-57, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38297170

ABSTRACT

The linear production and consumption of plastics today is unsustainable. It creates large amounts of unnecessary and mismanaged waste, pollution and carbon dioxide emissions, undermining global climate targets and the Sustainable Development Goals. This Perspective provides an integrated technological, economic and legal view on how to deliver a circular carbon and plastics economy that minimizes carbon dioxide emissions. Different pathways that maximize recirculation of carbon (dioxide) between plastics waste and feedstocks are outlined, including mechanical, chemical and biological recycling, and those involving the use of biomass and carbon dioxide. Four future scenarios are described, only one of which achieves sufficient greenhouse gas savings in line with global climate targets. Such a bold system change requires 50% reduction in future plastic demand, complete phase-out of fossil-derived plastics, 95% recycling rates of retrievable plastics and use of renewable energy. It is hard to overstate the challenge of achieving this goal. We therefore present a roadmap outlining the scale and timing of the economic and legal interventions that could possibly support this. Assessing the service lifespan and recoverability of plastic products, along with considerations of sufficiency and smart design, can moreover provide design principles to guide future manufacturing, use and disposal of plastics.


Subject(s)
Environmental Pollution , Goals , Plastics , Recycling , Sustainable Development , Biomass , Carbon Dioxide/analysis , Carbon Dioxide/chemistry , Carbon Dioxide/metabolism , Environmental Pollution/economics , Environmental Pollution/legislation & jurisprudence , Environmental Pollution/prevention & control , Environmental Pollution/statistics & numerical data , Fossil Fuels , Global Warming/prevention & control , Greenhouse Gases/analysis , Plastics/chemical synthesis , Plastics/economics , Plastics/metabolism , Plastics/supply & distribution , Recycling/economics , Recycling/legislation & jurisprudence , Recycling/methods , Recycling/trends , Renewable Energy , Sustainable Development/economics , Sustainable Development/legislation & jurisprudence , Sustainable Development/trends , Technology/economics , Technology/legislation & jurisprudence , Technology/methods , Technology/trends
12.
bioRxiv ; 2024 Feb 27.
Article in English | MEDLINE | ID: mdl-36993393

ABSTRACT

HIV-1 Vpr promotes efficient spread of HIV-1 from macrophages to T cells by transcriptionally downmodulating restriction factors that target HIV-1 Envelope protein (Env). Here we find that Vpr induces broad transcriptomic changes by targeting PU.1, a transcription factor necessary for expression of host innate immune response genes, including those that target Env. Consistent with this, we find silencing PU.1 in infected macrophages lacking Vpr rescues Env. Vpr downmodulates PU.1 through a proteasomal degradation pathway that depends on physical interactions with PU.1 and DCAF1, a component of the Cul4A E3 ubiquitin ligase. The capacity for Vpr to target PU.1 is highly conserved across primate lentiviruses. In addition to impacting infected cells, we find that Vpr suppresses expression of innate immune response genes in uninfected bystander cells, and that virion-associated Vpr can degrade PU.1. Together, we demonstrate Vpr counteracts PU.1 in macrophages to blunt antiviral immune responses and promote viral spread.

13.
J Neurosurg ; 140(6): 1549-1557, 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38157532

ABSTRACT

OBJECTIVE: Malignancies of the CNS are difficult to treat because the blood-brain barrier (BBB) prevents most therapeutics from reaching the intracranial lesions at sufficiently high concentrations. This also applies to chimeric antigen receptor (CAR) T cells, for which systemic delivery is inferior to direct intratumoral or intraventricular injection of the cells. The authors previously reported on a novel approach to safely and reversibly open the BBB of mice by applying intra-arterial (IA) injections of NEO100, a pharmaceutical-grade version of the natural monoterpene perillyl alcohol. The authors hypothesized that this method would enable enhanced brain entry and therapeutic activity of intravenously delivered CAR T cells, which the authors tested in a mouse model of CNS lymphoma. METHODS: Human Raji lymphoma cells were implanted into the brains of immune-deficient mice. After tumor uptake was confirmed with bioluminescent imaging, 0.3% NEO100 was injected intra-arterially, which was followed by intravenous (IV) delivery of CD19-targeted CAR T cells. After this single intervention, tumor growth was monitored with imaging, long-term survival of mice was recorded, and select mice were euthanized to analyze the distribution of CAR T cells in brain tissue. RESULTS: Intravenously injected CAR T cells could be readily detected in brain tumor areas after IA injection of NEO100 but not after IA injection of the vehicle (without NEO100). Although all untreated control animals died within 3 weeks, all mice that received IA NEO100 followed by IV CAR T cells survived and thrived for 200 days, when the experiment was terminated. Of the mice that received IV CAR T cells without prior IA NEO100, 3 died within 3 weeks and 2 survived long-term. CONCLUSIONS: BBB opening by IA NEO100 facilitates brain entry of intravenously delivered CD19 CAR T cells. The long-term survival of all mice with CNS lymphoma, along with the disappearance of the tumor as determined with imaging, suggests that this one-time therapeutic intervention was curative. BBB opening by IA NEO100 may offer a novel option to increase brain access by CAR T cells.


Subject(s)
Immunotherapy, Adoptive , Injections, Intra-Arterial , Receptors, Chimeric Antigen , Animals , Mice , Immunotherapy, Adoptive/methods , Disease Models, Animal , Blood-Brain Barrier , Humans , Brain Neoplasms/therapy , Brain Neoplasms/pathology , Brain Neoplasms/immunology , Cell Line, Tumor/transplantation , Lymphoma/therapy , Lymphoma/immunology , Central Nervous System Neoplasms/therapy , Central Nervous System Neoplasms/immunology , T-Lymphocytes/immunology , T-Lymphocytes/transplantation , Mice, SCID
14.
J Craniovertebr Junction Spine ; 14(3): 221-229, 2023.
Article in English | MEDLINE | ID: mdl-37860027

ABSTRACT

Objective: Venous thromboembolic event (VTE) after spine surgery is a rare but potentially devastating complication. With the advent of machine learning, an opportunity exists for more accurate prediction of such events to aid in prevention and treatment. Methods: Seven models were screened using 108 database variables and 62 preoperative variables. These models included deep neural network (DNN), DNN with synthetic minority oversampling technique (SMOTE), logistic regression, ridge regression, lasso regression, simple linear regression, and gradient boosting classifier. Relevant metrics were compared between each model. The top four models were selected based on area under the receiver operator curve; these models included DNN with SMOTE, linear regression, lasso regression, and ridge regression. Separate random sampling of each model was performed 1000 additional independent times using a randomly generated training/testing distribution. Variable weights and magnitudes were analyzed after sampling. Results: Using all patient-related variables, DNN using SMOTE was the top-performing model in predicting postoperative VTE after spinal surgery (area under the curve [AUC] =0.904), followed by lasso regression (AUC = 0.894), ridge regression (AUC = 0.873), and linear regression (AUC = 0.864). When analyzing a subset of only preoperative variables, the top-performing models were lasso regression (AUC = 0.865) and DNN with SMOTE (AUC = 0.864), both of which outperform any currently published models. Main model contributions relied heavily on variables associated with history of thromboembolic events, length of surgical/anesthetic time, and use of postoperative chemoprophylaxis. Conclusions: The current study provides promise toward machine learning methods geared toward predicting postoperative complications after spine surgery. Further study is needed in order to best quantify and model real-world risk for such events.

15.
Front Oncol ; 13: 1156843, 2023.
Article in English | MEDLINE | ID: mdl-37799462

ABSTRACT

Introduction: 1.5 Tesla (1.5T) remain a significant field strength for brain imaging worldwide. Recent computer simulations and clinical studies at 3T MRI have suggested that dynamic susceptibility contrast (DSC) MRI using a 30° flip angle ("low-FA") with model-based leakage correction and no gadolinium-based contrast agent (GBCA) preload provides equivalent relative cerebral blood volume (rCBV) measurements to the reference-standard acquisition using a single-dose GBCA preload with a 60° flip angle ("intermediate-FA") and model-based leakage correction. However, it remains unclear whether this holds true at 1.5T. The purpose of this study was to test this at 1.5T in human high-grade glioma (HGG) patients. Methods: This was a single-institution cross-sectional study of patients who had undergone 1.5T MRI for HGG. DSC-MRI consisted of gradient-echo echo-planar imaging (GRE-EPI) with a low-FA without preload (30°/P-); this then subsequently served as a preload for the standard intermediate-FA acquisition (60°/P+). Both normalized (nrCBV) and standardized relative cerebral blood volumes (srCBV) were calculated using model-based leakage correction (C+) with IBNeuro™ software. Whole-enhancing lesion mean and median nrCBV and srCBV from the low- and intermediate-FA methods were compared using the Pearson's, Spearman's and intraclass correlation coefficients (ICC). Results: Twenty-three HGG patients composing a total of 31 scans were analyzed. The Pearson and Spearman correlations and ICCs between the 30°/P-/C+ and 60°/P+/C+ acquisitions demonstrated high correlations for both mean and median nrCBV and srCBV. Conclusion: Our study provides preliminary evidence that for HGG patients at 1.5T MRI, a low FA, no preload DSC-MRI acquisition can be an appealing alternative to the reference standard higher FA acquisition that utilizes a preload.

16.
Autophagy ; 19(12): 3169-3188, 2023 12.
Article in English | MEDLINE | ID: mdl-37545052

ABSTRACT

Glioblastoma (GBM) is the most aggressive primary brain tumor, exhibiting a high rate of recurrence and poor prognosis. Surgery and chemoradiation with temozolomide (TMZ) represent the standard of care, but, in most cases, the tumor develops resistance to further treatment and the patients succumb to disease. Therefore, there is a great need for the development of well-tolerated, effective drugs that specifically target chemoresistant gliomas. NEO214 was generated by covalently conjugating rolipram, a PDE4 (phosphodiesterase 4) inhibitor, to perillyl alcohol, a naturally occurring monoterpene related to limonene. Our previous studies in preclinical models showed that NEO214 harbors anticancer activity, is able to cross the blood-brain barrier (BBB), and is remarkably well tolerated. In the present study, we investigated its mechanism of action and discovered inhibition of macroautophagy/autophagy as a key component of its anticancer effect in glioblastoma cells. We show that NEO214 prevents autophagy-lysosome fusion, thereby blocking autophagic flux and triggering glioma cell death. This process involves activation of MTOR (mechanistic target of rapamycin kinase) activity, which leads to cytoplasmic accumulation of TFEB (transcription factor EB), a critical regulator of genes involved in the autophagy-lysosomal pathway, and consequently reduced expression of autophagy-lysosome genes. When combined with chloroquine and TMZ, the anticancer impact of NEO214 is further potentiated and unfolds against TMZ-resistant cells as well. Taken together, our findings characterize NEO214 as a novel autophagy inhibitor that could become useful for overcoming chemoresistance in glioblastoma.Abbreviations: ATG: autophagy related; BAFA1: bafilomycin A1; BBB: blood brain barrier; CQ: chloroquine; GBM: glioblastoma; LAMP1: lysosomal associated membrane protein 1; MAP1LC3/LC3: microtubule associated protein 1 light chain 3; MGMT: O-6-methylguanine-DNA methyltransferase; MTOR: mechanistic target of rapamycin kinase; MTORC: MTOR complex; POH: perillyl alcohol; SQSTM1/p62: sequestosome 1; TFEB: transcription factor EB; TMZ: temozolomide.


Subject(s)
Glioblastoma , Glioma , Humans , Glioblastoma/drug therapy , Glioblastoma/metabolism , Temozolomide/pharmacology , Temozolomide/therapeutic use , Autophagy/genetics , Rolipram/metabolism , Rolipram/pharmacology , Rolipram/therapeutic use , Cell Death , Monoterpenes/pharmacology , Monoterpenes/metabolism , Monoterpenes/therapeutic use , Glioma/metabolism , TOR Serine-Threonine Kinases/metabolism , Sirolimus/pharmacology , Chloroquine/pharmacology , Chloroquine/therapeutic use , Lysosomes/metabolism
17.
Neural Regen Res ; 18(11): 2489-2496, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37282481

ABSTRACT

DNA methylation is a critical epigenetic regulator in the occurrence and development of diseases and is closely related to various functional responses in relation to spinal cord injury. To investigate the role of DNA methylation in spinal cord injury, we constructed a library with reduced-representation bisulfite sequencing data obtained at various time points (day 0-42) after spinal cord injury in mice. Global DNA methylation levels, specifically non-CpG (CHG and CHH) methylation levels, decreased modestly following spinal cord injury. Stages post-spinal cord injury were classified as early (day 0-3), intermediate (day 7-14), and late (day 28-42) based on similarity and hierarchical clustering of global DNA methylation patterns. The non-CpG methylation level, which included CHG and CHH methylation levels, was markedly reduced despite accounting for a minor proportion of total methylation abundance. At multiple genomic sites, including the 5' untranslated regions, promoter, exon, intron, and 3' untranslated regions, the non-CpG methylation level was markedly decreased following spinal cord injury, whereas the CpG methylation level remained unchanged at these locations. Approximately one-half of the differentially methylated regions were located in intergenic areas; the other differentially methylated regions in both CpG and non-CpG regions were clustered in intron regions, where the DNA methylation level was highest. The function of genes associated with differentially methylated regions in promoter regions was also investigated. From Gene Ontology analysis results, DNA methylation was implicated in a number of essential functional responses to spinal cord injury, including neuronal synaptic connection creation and axon regeneration. Notably, neither CpG methylation nor non-CpG methylation was implicated in the functional response of glial or inflammatory cells. In summary, our work elucidated the dynamic pattern of DNA methylation in the spinal cord following injury and identified reduced non-CpG methylation as an epigenetic target after spinal cord injury in mice.

19.
Drugs ; 83(7): 621-632, 2023 May.
Article in English | MEDLINE | ID: mdl-37162705

ABSTRACT

OBJECTIVE: To explore the association between human papillomavirus (HPV) vaccination and risk of coronavirus disease 2019 (COVID-19). Specifically, our study aimed to test the hypothesis that HPV vaccination may also induce trained immunity, which would potentially reduce the risk of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and improve clinical outcomes. BACKGROUND: Several vaccines have been reported to trigger non-specific immune reactions that could offer protection from heterologous infections. A recent case report showed that verruca vulgaris regressed after COVID-19, suggesting a possible negative association between COVID-19 and HPV infection. METHODS: We enrolled 57,584 women with HPV vaccination and compared them with propensity score-matched controls who never received HPV vaccination in relation to the risk of COVID-19 incidence. Cox proportional hazard regression analysis was conducted to estimate hazard ratios (HRs) and 95% confidence intervals (CIs). Subgroup analyses stratified by age, race, comorbid asthma, and obesity were performed. RESULTS: The risk of COVID-19 incidence was significantly lower in those who had recently received the HPV vaccine (within 1 year after HPV vaccination, aHR: 0.818, 95% CI 0.764-0.876; within 1-2 years after HPV vaccination, aHR: 0.890, 95% CI 0.824-0.961). Several limitations were recognized in this study, including residual confounding, problems of misclassification due to the use of electronic health record data, and that we were unable to keep track of the patients' HPV infection status and the HPV antibody levels in those who had received the vaccine. CONCLUSIONS: Recent HPV vaccination was associated with a lower risk of incident COVID-19 and hospitalization. Based on the promising protective effect of HPV vaccine shown in this study, these findings should be replicated in an independent dataset. Further studies are needed to provide a better understanding of the underlying mechanisms and the differences in risks among 2-, 4-, or 9-valent HPV vaccine recipients.


Subject(s)
COVID-19 , Papillomavirus Infections , Papillomavirus Vaccines , Humans , Female , Papillomavirus Infections/epidemiology , Papillomavirus Infections/prevention & control , Papillomavirus Infections/complications , Human Papillomavirus Viruses , Cohort Studies , COVID-19/epidemiology , COVID-19/prevention & control , COVID-19/complications , SARS-CoV-2 , Vaccination
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