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1.
PLoS One ; 18(9): e0291362, 2023.
Article En | MEDLINE | ID: mdl-37708117

Alzheimer's disease is the most common type of dementia that currently affects over 6.5 million people in the U.S. Currently there is no cure and the existing drug therapies attempt to delay the mental decline and improve cognitive abilities. Two of the most commonly prescribed such drugs are Donepezil and Memantine. We formally tested and confirmed the presence of a beneficial drug-drug interaction of Donepezil and Memantine using a causal inference analysis. We applied doubly robust estimators to one of the largest and high-quality medical databases to estimate the effect of two commonly prescribed Alzheimer's disease (AD) medications, Donepezil and Memantine, on the average number of hospital or emergency department visits per year among patients diagnosed with AD. Our results show that, compared to the absence of medication scenario, the Memantine monotherapy, and the Donepezil monotherapy, the combined use of Donepezil and Memantine treatment significantly reduces the average number of hospital or emergency department visits per year by 0.078 (13.8%), 0.144 (25.5%), and 0.132 days (23.4%), respectively. The assessed decline in the average number of hospital or emergency department visits per year is consequently associated with a substantial reduction in medical costs. As of 2022, according to the Alzheimer's Disease Association, there were over 6.5 million individuals aged 65 and older living with AD in the US alone. If patients who are currently on no drug treatment or using either Donepezil or Memantine alone were switched to the combined used of Donepezil and Memantine therapy, the average number of hospital or emergency department visits could decrease by over 613 thousand visits per year. This, in turn, would lead to a remarkable reduction in medical expenses associated with hospitalization of AD patients in the US, totaling over 940 million dollars per year.


Alzheimer Disease , Humans , Alzheimer Disease/drug therapy , Donepezil/therapeutic use , Memantine/therapeutic use , Hospitals , Emergency Service, Hospital
2.
J Ultrasound Med ; 42(11): 2643-2652, 2023 Nov.
Article En | MEDLINE | ID: mdl-37401538

OBJECTIVES: Previous studies have indicated that point-of-care ultrasonography (POCUS) of the gastric antrum can predict the adequacy of fasting before surgery and anesthesia. The aim of this study was to evaluate the utility of gastric POCUS in patients undergoing upper gastrointestinal (GI) endoscopy procedures. METHODS: We performed a single-center cohort study in patients undergoing upper GI endoscopy. Consenting patient's gastric antrum was scanned before anesthetic care for endoscopy to determine the cross-sectional area (CSA) and qualitatively determine safe and unsafe contents. Further, an estimate of residual gastric volume was determined using the formula and the nomogram methods. Subsequently, gastric secretions aspirated during endoscopy were quantified and further correlated with nomogram and formula-based assessments. No patient required a change in the primary anesthetic plan except for using rapid sequence induction in those with unsafe contents on POCUS scans. RESULTS: Qualitative ultrasound measurements consistently determined safe and unsafe gastric residual contents in 83 patients enrolled in the study. Unsafe contents were determined by qualitative scans in 4 out of 83 cases (5%) despite adequate fasting status. Quantitatively, only a moderate correlation was demonstrated between measured gastric volumes and nomogram (r = .40, 95% CI: 0.20, 0.57; P = .0002) or formula-based (r = .38, 95% CI: 0.17, 0.55; P = .0004) determinations of residual gastric volumes. CONCLUSION: In daily clinical practice, qualitative POCUS determination of residual gastric content is a feasible and useful technique to identify patients at risk of aspiration before upper GI endoscopy procedures.

3.
J Psychiatr Res ; 160: 19-27, 2023 04.
Article En | MEDLINE | ID: mdl-36773344

Suicidal and self-injurious incidents in correctional settings deplete the institutional and healthcare resources, create disorder and stress for staff and other inmates. Traditional statistical analyses provide some guidance, but they can only be applied to structured data that are often difficult to collect and their recommendations are often expensive to act upon. This study aims to extract information from medical and mental health progress notes using AI algorithms to make actionable predictions of suicidal and self-injurious events to improve the efficiency of triage for health care services and prevent suicidal and injurious events from happening at California's Orange County Jails. The results showed that the notes data contain more information with respect to suicidal or injurious behaviors than the structured data available in the EHR database at the Orange County Jails. Using the notes data alone (under-sampled to 50%) in a Transformer Encoder model produced an AUC-ROC of 0.862, a Sensitivity of 0.816, and a Specificity of 0.738. Incorporating the information extracted from the notes data into traditional Machine Learning models as a feature alongside structured data (under-sampled to 50%) yielded better performance in terms of Sensitivity (AUC-ROC: 0.77, Sensitivity: 0.89, Specificity: 0.65). In addition, under-sampling is an effective approach to mitigating the impact of the extremely imbalanced classes.


Prisons , Suicidal Ideation , Humans , Algorithms , Machine Learning , Databases, Factual
4.
J Cardiothorac Vasc Anesth ; 36(4): 1132-1147, 2022 04.
Article En | MEDLINE | ID: mdl-33563532

Point-of-Care Ultrasound (POCUS) is a valuable bedside diagnostic tool for a variety of expeditious clinical assessments or as guidance for a multitude of acute care procedures. Varying aspects of nearly all organ systems can be evaluated using POCUS and, with the increasing availability of affordable ultrasound systems over the past decade, many now refer to POCUS as the 21st-century stethoscope. With the current available and growing evidence for the clinical value of POCUS, its utility across the perioperative arena adds enormous benefit to clinical decision-making. Cardiothoracic anesthesiologists routinely have used portable ultrasound systems for nearly as long as the technology has been available, making POCUS applications a natural extension of existing cardiothoracic anesthesia practice. This narrative review presents a broad discussion of the utility of POCUS for the cardiothoracic anesthesiologist in varying perioperative contexts, including the preoperative clinic, the operating room (OR), intensive care unit (ICU), and others. Furthermore, POCUS-related education, competence, and certification are addressed.


Anesthesiologists , Point-of-Care Systems , Humans , Intensive Care Units , Point-of-Care Testing , Ultrasonography/methods
6.
Head Neck ; 42(7): 1392-1396, 2020 Jul.
Article En | MEDLINE | ID: mdl-32342565

The severe acute respiratory syndrome (SARS)-CoV-2 pandemic continues to produce a large number of patients with chronic respiratory failure and ventilator dependence. As such, surgeons will be called upon to perform tracheotomy for a subset of these chronically intubated patients. As seen during the SARS and the SARS-CoV-2 outbreaks, aerosol-generating procedures (AGP) have been associated with higher rates of infection of medical personnel and potential acceleration of viral dissemination throughout the medical center. Therefore, a thoughtful approach to tracheotomy (and other AGPs) is imperative and maintaining traditional management norms may be unsuitable or even potentially harmful. We sought to review the existing evidence informing best practices and then develop straightforward guidelines for tracheotomy during the SARS-CoV-2 pandemic. This communication is the product of those efforts and is based on national and international experience with the current SARS-CoV-2 pandemic and the SARS epidemic of 2002/2003.


Clinical Decision-Making , Coronavirus Infections/epidemiology , Hospital Mortality/trends , Pandemics/statistics & numerical data , Pneumonia, Viral/epidemiology , Severe Acute Respiratory Syndrome/therapy , Tracheotomy/methods , COVID-19 , Coronavirus Infections/prevention & control , Critical Care/methods , Elective Surgical Procedures/methods , Elective Surgical Procedures/statistics & numerical data , Emergencies , Female , Follow-Up Studies , Humans , Intensive Care Units/statistics & numerical data , Internationality , Intubation, Intratracheal , Male , Occupational Health , Pandemics/prevention & control , Patient Safety , Pneumonia, Viral/prevention & control , Respiration, Artificial/methods , Risk Assessment , Severe acute respiratory syndrome-related coronavirus/pathogenicity , Survival Rate , Time Factors , Treatment Outcome , United States/epidemiology , Ventilator Weaning/methods
7.
J Med Chem ; 61(12): 5245-5256, 2018 06 28.
Article En | MEDLINE | ID: mdl-29847724

The lipid kinase phosphoinositide 3-kinase γ (PI3Kγ) has attracted attention as a potential target to treat a variety of autoimmune disorders, including multiple sclerosis, due to its role in immune modulation and microglial activation. By minimizing the number of hydrogen bond donors while targeting a previously uncovered selectivity pocket adjacent to the ATP binding site of PI3Kγ, we discovered a series of azaisoindolinones as selective, brain penetrant inhibitors of PI3Kγ. This ultimately led to the discovery of 16, an orally bioavailable compound that showed efficacy in murine experimental autoimmune encephalomyelitis (EAE), a preclinical model of multiple sclerosis.


Encephalomyelitis, Autoimmune, Experimental/drug therapy , Enzyme Inhibitors/chemistry , Enzyme Inhibitors/pharmacology , Phosphoinositide-3 Kinase Inhibitors , Adenosine Triphosphate/metabolism , Administration, Oral , Animals , Binding Sites , Biological Availability , Crystallography, X-Ray , Drug Design , Drug Evaluation, Preclinical/methods , Enzyme Inhibitors/administration & dosage , Humans , Hydrogen Bonding , Isoenzymes/antagonists & inhibitors , Mice, Inbred C57BL , Multiple Sclerosis/drug therapy , Phosphatidylinositol 3-Kinases/chemistry , Phosphatidylinositol 3-Kinases/metabolism , Phthalimides/chemistry , Structure-Activity Relationship
8.
J Med Chem ; 58(18): 7195-216, 2015 Sep 24.
Article En | MEDLINE | ID: mdl-26230873

While several therapeutic options exist, the need for more effective, safe, and convenient treatment for a variety of autoimmune diseases persists. Targeting the Janus tyrosine kinases (JAKs), which play essential roles in cell signaling responses and can contribute to aberrant immune function associated with disease, has emerged as a novel and attractive approach for the development of new autoimmune disease therapies. We screened our compound library against JAK3, a key signaling kinase in immune cells, and identified multiple scaffolds showing good inhibitory activity for this kinase. A particular scaffold of interest, the 1H-pyrrolo[2,3-b]pyridine series (7-azaindoles), was selected for further optimization in part on the basis of binding affinity (Ki) as well as on the basis of cellular potency. Optimization of this chemical series led to the identification of VX-509 (decernotinib), a novel, potent, and selective JAK3 inhibitor, which demonstrates good efficacy in vivo in the rat host versus graft model (HvG). On the basis of these findings, it appears that VX-509 offers potential for the treatment of a variety of autoimmune diseases.


Autoimmune Diseases/drug therapy , Heterocyclic Compounds, 2-Ring/chemistry , Janus Kinase 3/antagonists & inhibitors , Valine/analogs & derivatives , Animals , Cell Line , Databases, Chemical , Dogs , Female , Graft vs Host Disease/drug therapy , Graft vs Host Disease/immunology , Haplorhini , Heterocyclic Compounds, 2-Ring/pharmacokinetics , Heterocyclic Compounds, 2-Ring/pharmacology , Humans , Janus Kinase 2/chemistry , Janus Kinase 3/chemistry , Male , Mice , Mice, Inbred BALB C , Mice, Inbred CBA , Microsomes, Liver/metabolism , Models, Molecular , Rats , Rats, Inbred Lew , Rats, Sprague-Dawley , Stereoisomerism , Structure-Activity Relationship , Valine/chemistry , Valine/pharmacokinetics , Valine/pharmacology
10.
Curr Anesthesiol Rep ; 4(3): 209-215, 2014 Sep 01.
Article En | MEDLINE | ID: mdl-25294973

Hypotensive resuscitation is a component of damage control resuscitation, the evolving approach to resuscitation in severely injured trauma patients. Resuscitation strategies used in treating severely injured trauma patients have changed dramatically over the last 20 years. The purpose of this review is to examine the current literature pertaining to hypotensive resuscitation, explore its use in damage control resuscitation, and examine blood pressure management in the setting of severe trauma.

11.
Curr Opin Anaesthesiol ; 27(2): 246-52, 2014 Apr.
Article En | MEDLINE | ID: mdl-24419158

PURPOSE OF REVIEW: Recent studies have changed our understanding of the timing and interactions of the inflammatory processes and coagulation cascade following severe trauma. This review highlights this information and correlates its impact on the current clinical approach for fluid resuscitation and treatment of coagulopathy for trauma patients. RECENT FINDINGS: Severe trauma is associated with a failure of multiple biologic emergency response systems that includes imbalanced inflammatory response, acute coagulopathy of trauma, and endovascular glycocalyx degradation with microcirculatory compromise. These abnormalities are all interlinked and related. Recent observations show that after severe trauma: proinflammatory and anti-inflammatory responses are concomitant, not sequential and resolution of the inflammatory response is an active process, not a passive one. Understanding these interrelated processes is considered extremely important for the development of future therapies for severe trauma in humans. SUMMARY: Traumatic injuries continue to be a significant cause of mortality worldwide. Recent advances in understanding the mechanisms of end-organ failure, and modulation of the inflammatory response has important clinical implications regarding fluid resuscitation and treatment of coagulopathy.


Blood Coagulation Disorders/etiology , Inflammation/etiology , Resuscitation , Wounds and Injuries/complications , Blood Coagulation Disorders/therapy , Humans , Wounds and Injuries/therapy
12.
J Med Chem ; 54(20): 7184-92, 2011 Oct 27.
Article En | MEDLINE | ID: mdl-21970471

A high-throughput screen of our compound archive revealed a novel class of dual FMS-like tyrosine kinase 3 (FLT3)/c-KIT inhibitors. With the help of molecular modeling, this class was rapidly optimized for both potency against FLT3 and FLT3/c-KIT and excellent potency in cell-based assays, leading to dose-dependent cell death in acute myelogenous leukemia (AML) patient blast samples. Ultimately, the AML patient blast data defined the preferred target profile as we designed and evaluated a set of FLT3 selective and FLT3/c-KIT dual molecules. Further optimization for pharmacokinetic properties resulted in the selection of the dual FLT3/c-KIT inhibitor, N(3)-(4-(trans-4-morpholinocyclohexyl)phenyl)-1-(pyridin-2-yl)-1H-1,2,4-triazole-3,5-diamine, VX-322 (compound 37), to move forward to preclinical evaluation.


Antineoplastic Agents/chemical synthesis , Leukemia, Myeloid, Acute/pathology , Morpholines/chemical synthesis , Proto-Oncogene Proteins c-kit/antagonists & inhibitors , Triazoles/chemical synthesis , fms-Like Tyrosine Kinase 3/antagonists & inhibitors , Administration, Oral , Animals , Antineoplastic Agents/pharmacokinetics , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Drug Design , Drug Screening Assays, Antitumor , Humans , Hydrogen Bonding , Injections, Intravenous , Leukemia, Myeloid, Acute/drug therapy , Macaca fascicularis , Mice , Mice, Inbred BALB C , Models, Molecular , Morpholines/pharmacokinetics , Morpholines/pharmacology , Protein Binding , Rats , Rats, Sprague-Dawley , Structure-Activity Relationship , Triazoles/pharmacokinetics , Triazoles/pharmacology
13.
Bioorg Med Chem Lett ; 20(1): 153-6, 2010 Jan 01.
Article En | MEDLINE | ID: mdl-19945871

Pictet-Spengler condensation of aldehydes or alpha-keto-esters with 4-(2-anilinophenyl)-7-azaindole (11) or deazapurine (12) gave high yields of the 3,4-fused cyclic compounds. SAR studies, by varying the substituted benzaldehyde components, lead to the discovery of a series of potent JAK2 kinase inhibitors.


Indoles/chemistry , Janus Kinase 2/antagonists & inhibitors , Protein Kinase Inhibitors/chemistry , Purines/chemistry , Benzaldehydes/chemistry , Binding Sites , Cell Line , Crystallography, X-Ray , Drug Discovery , Humans , Janus Kinase 2/metabolism , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/pharmacology , Structure-Activity Relationship
14.
J Med Chem ; 52(24): 7938-41, 2009 Dec 24.
Article En | MEDLINE | ID: mdl-20014869
15.
Bioorg Med Chem Lett ; 19(23): 6529-33, 2009 Dec 01.
Article En | MEDLINE | ID: mdl-19857967

Constitutive activation of the EPO/JAK2 signaling cascade has recently been implicated in a variety of myeloproliferative disorders including polycythemia vera, essential thrombocythemia and myelofibrosis. In an effort to uncover therapeutic potential of blocking the EPO/JAK2 signaling cascade, we sought to discover selective inhibitors that block the kinase activity of JAK2. Herein, we describe the discovery and structure based optimization of a novel series of 2-amino-pyrazolo[1,5-a]pyrimidines that exhibit potent inhibition of JAK2.


Janus Kinase 2/antagonists & inhibitors , Protein Kinase Inhibitors/pharmacology , Pyrazoles/pharmacology , Pyrimidines/pharmacology , Crystallography, X-Ray , Drug Discovery , Models, Molecular , Molecular Structure , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Pyrazoles/chemical synthesis , Pyrazoles/chemistry , Pyrimidines/chemical synthesis , Pyrimidines/chemistry , Signal Transduction/drug effects , Stereoisomerism , Structure-Activity Relationship
16.
Bioorg Med Chem Lett ; 19(11): 3019-22, 2009 Jun 01.
Article En | MEDLINE | ID: mdl-19414255

A series of substituted 3-aryl-6-amino-triazolo[4,3-b]pyridazines were identified as highly selective inhibitors of Pim-1 kinase. Initial exploration identified compound 24 as a potent, selective inhibitor, limited in its utility by poor solubility and permeability. Understanding the unusual ATP-binding site of the Pim kinases and X-ray crystallographic data on compound 24 led to design improvements in this class of inhibitor. This resulted in compound 29, a selective, soluble and permeable inhibitor of Pim-1.


Protein Kinase Inhibitors/chemistry , Proto-Oncogene Proteins c-pim-1/antagonists & inhibitors , Pyridazines/chemistry , Triazoles/chemistry , Animals , Cell Line , Crystallography, X-Ray , Dogs , Drug Design , Permeability , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-pim-1/metabolism , Pyridazines/chemical synthesis , Pyridazines/pharmacology , Solubility , Structure-Activity Relationship , Triazoles/chemical synthesis , Triazoles/pharmacology
17.
J Med Chem ; 51(6): 1972-5, 2008 Mar 27.
Article En | MEDLINE | ID: mdl-18290603

To supplement the hits from a high throughput screen, docking was performed against Pim-1 kinase. Glide docking was augmented with a filter to require traditional or aromatic CH..O hydrogen bonds to the kinase hinge. Four diverse actives, of 96 molecules assayed, had K(i) values between 0.091 and 4.5 microM. This gives a 14-fold enrichment over the earlier HTS run, and the two crystal structures solved confirmed the binding modes predicted by docking.


Computer Simulation , Drug Design , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-pim-1/antagonists & inhibitors , Humans , Ligands , Models, Molecular , Molecular Structure , Protein Kinase Inhibitors/chemistry , Stereoisomerism , Structure-Activity Relationship
18.
J Urol ; 178(1): 225-7; discussion 227, 2007 Jul.
Article En | MEDLINE | ID: mdl-17512015

PURPOSE: We performed this study to test the hypothesis that nitrous oxide produces clinically significant bowel distention during laparoscopic abdominal surgery. MATERIALS AND METHODS: Laparoscopic kidney donors were randomized into 2 groups. Group 1 received N2O and oxygen inhalation through anesthesia, and group 2 received a mixture of air and oxygen. All patients received the same preanesthetic and anesthetic medications. The surgeon was blinded to the use of N2O. The surgeon was given the option to discontinue N2O use (if it was used) if he/she thought that the bowel distention was increasing surgical risk. Postoperative data were collected on bowel symptoms, pain and recovery. RESULTS: A total of 28 patients were enrolled in the study, 12 of whom received N2O (group 1) and 16 who did not receive N2O (group 2). Mild to moderate bowel distention was reported by the surgeons in 6 patients (50%) in group 1 and 1 patient only in group 2 (6%, p=0.007). Severe bowel distention was encountered in 4 patients, 3 of whom received N2O (25% of group 1). Nausea and vomiting on postoperative day 1 was reported by 50% of patients in group 1 and 25% of group 2. There was no difference in the pain scores between the 2 groups. No intraoperative or postoperative complications were encountered. CONCLUSIONS: The use of N2O anesthetic causes bowel distention in 50% of abdominal laparoscopic donor nephrectomy operations. The distention was severe enough to interfere with the progress of surgery in 25% of cases and the use of N2O had to be discontinued.


Anesthetics, Inhalation , Kidney Transplantation , Nephrectomy/methods , Nitrous Oxide , Tissue and Organ Harvesting , Contraindications , Humans , Intraoperative Complications , Laparoscopy , Prospective Studies , Single-Blind Method , Tissue Donors
19.
J Med Chem ; 48(4): 1278-81, 2005 Feb 24.
Article En | MEDLINE | ID: mdl-15715498

Aryl CH hydrogen bonds play an important role in the binding of several analogues of a pyrazol-3-ylquinazolin-4-ylamine inhibitor of glycogen synthase kinase 3 (GSK3). Understanding the importance of these CH...O and CH...N hydrogen bonds allowed the design of a novel quinazolin-4-ylthiazol-2-ylamine inhibitor of GSK3 with a structurally confirmed CH...O hydrogen bond to the protein.


Glycogen Synthase Kinase 3/antagonists & inhibitors , Glycogen Synthase Kinase 3/chemistry , Quinazolines/chemical synthesis , Thiazoles/chemical synthesis , Drug Design , Hydrogen Bonding , Isomerism , Ligands , Models, Molecular , Molecular Conformation , Quinazolines/chemistry , Structure-Activity Relationship , Thiazoles/chemistry
20.
J Med Chem ; 47(11): 2768-75, 2004 May 20.
Article En | MEDLINE | ID: mdl-15139755

In this work we describe BREED, a method for the generation of novel inhibitors from structures of known ligands bound to a common target. The method is essentially an automation of the common medicinal chemistry practice of joining fragments of two known ligands to generate a new inhibitor. The ligand-bound target structures are overlaid, all overlapping bonds in all pairs of ligands are found, and the fragments on each side of each matching bond are swapped to generate the new molecules. Since the method is automated, it can be applied recursively to generate all possible combinations of known ligands. In an application of this method to HIV protease inhibitors and protein kinase inhibitors, hundreds of new molecular structures were generated. These included known inhibitor scaffolds not included in the initial set, entirely novel scaffolds, and novel substituents on known scaffolds. The method is fast, and since all of the ligand functional groups are known to bind the target in the precise position and orientation present in the novel ligand, the success rate of this method should be superior to more traditional de novo design techniques. In an era of increasingly high-throughput structural biology, such methods for high-throughput utilization of structural information will become increasingly valuable.


Cyclins/chemistry , Enzyme Inhibitors/chemistry , HIV Protease/chemistry , Mitogen-Activated Protein Kinases/chemistry , Crystallization , Cyclin-Dependent Kinase Inhibitor p21 , Cyclins/antagonists & inhibitors , HIV Protease Inhibitors/chemistry , Ligands , Mitogen-Activated Protein Kinases/antagonists & inhibitors , Models, Molecular , Molecular Structure , Structure-Activity Relationship , p38 Mitogen-Activated Protein Kinases
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