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1.
Mol Cell ; 73(3): 601-610.e5, 2019 02 07.
Article in English | MEDLINE | ID: mdl-30595438

ABSTRACT

CRISPR-Cas immune systems utilize RNA-guided nucleases to protect bacteria from bacteriophage infection. Bacteriophages have in turn evolved inhibitory "anti-CRISPR" (Acr) proteins, including six inhibitors (AcrIIA1-AcrIIA6) that can block DNA cutting and genome editing by type II-A CRISPR-Cas9 enzymes. We show here that AcrIIA2 and its more potent homolog, AcrIIA2b, prevent Cas9 binding to DNA by occluding protein residues required for DNA binding. Cryo-EM-determined structures of AcrIIA2 or AcrIIA2b bound to S. pyogenes Cas9 reveal a mode of competitive inhibition of DNA binding that is distinct from other known Acrs. Differences in the temperature dependence of Cas9 inhibition by AcrIIA2 and AcrIIA2b arise from differences in both inhibitor structure and the local inhibitor-binding environment on Cas9. These findings expand the natural toolbox for regulating CRISPR-Cas9 genome editing temporally, spatially, and conditionally.


Subject(s)
CRISPR-Associated Protein 9/metabolism , CRISPR-Cas Systems , DNA/metabolism , Gene Editing/methods , Pseudomonas Phages/metabolism , Pseudomonas aeruginosa/enzymology , RNA, Guide, Kinetoplastida/metabolism , Temperature , Viral Proteins/metabolism , Binding, Competitive , CRISPR-Associated Protein 9/antagonists & inhibitors , CRISPR-Associated Protein 9/genetics , CRISPR-Associated Protein 9/ultrastructure , Cryoelectron Microscopy , DNA/genetics , DNA/ultrastructure , Escherichia coli/enzymology , Escherichia coli/genetics , Gene Expression Regulation, Bacterial , Models, Molecular , Nucleic Acid Conformation , Protein Binding , Protein Conformation , Pseudomonas Phages/genetics , Pseudomonas aeruginosa/genetics , Pseudomonas aeruginosa/virology , RNA, Guide, Kinetoplastida/genetics , RNA, Guide, Kinetoplastida/ultrastructure , Structure-Activity Relationship , Viral Proteins/genetics , Viral Proteins/ultrastructure
2.
Nat Mater ; 2024 May 23.
Article in English | MEDLINE | ID: mdl-38783106

ABSTRACT

Thin-film materials with large electromechanical responses are fundamental enablers of next-generation micro-/nano-electromechanical applications. Conventional electromechanical materials (for example, ferroelectrics and relaxors), however, exhibit severely degraded responses when scaled down to submicrometre-thick films due to substrate constraints (clamping). This limitation is overcome, and substantial electromechanical responses in antiferroelectric thin films are achieved through an unconventional coupling of the field-induced antiferroelectric-to-ferroelectric phase transition and the substrate constraints. A detilting of the oxygen octahedra and lattice-volume expansion in all dimensions are observed commensurate with the phase transition using operando electron microscopy, such that the in-plane clamping further enhances the out-of-plane expansion, as rationalized using first-principles calculations. In turn, a non-traditional thickness scaling is realized wherein an electromechanical strain (1.7%) is produced from a model antiferroelectric PbZrO3 film that is just 100 nm thick. The high performance and understanding of the mechanism provide a promising pathway to develop high-performance micro-/nano-electromechanical systems.

3.
Phys Rev Lett ; 132(8): 086301, 2024 Feb 23.
Article in English | MEDLINE | ID: mdl-38457736

ABSTRACT

Electron thermal diffuse scattering is shown to be sensitive to subtle changes in atomic vibrations and shows promise in assessing lattice dynamics at nanometer resolution. Here, we demonstrate that machine-learned interatomic potentials (MLIPs) and path-integral molecular dynamics can accurately capture the potential energy landscape and lattice dynamics needed to describe electron thermal diffuse scattering. Using SrTiO_{3} as a test bed at cryogenic and room temperatures, we compare electron thermal diffuse scattering simulations using different approximations to incorporate thermal motion. Only when the simulations are based on quantum mechanically accurate MLIPs in combination with path-integral molecular dynamics that include nuclear quantum effects is there excellent agreement with experiments.

4.
Dis Esophagus ; 37(3)2024 Feb 29.
Article in English | MEDLINE | ID: mdl-38018252

ABSTRACT

Esophagectomy for esophageal cancer is associated with high morbidity. It remains unclear whether prehabilitation, a strategy aimed at optimizing patients' physical and mental functioning prior to surgery, improves postoperative outcomes. A systematic review and meta-analysis was conducted to evaluate the effect of prehabilitation on post-operative outcomes after esophagectomy. Data sources included Cochrane Central Register of Controlled Trials, MEDLINE, EMBASE, CINAHL, and PEDro, with information from 1 January 2000 to 5 August 2023. The analysis included randomized controlled trials and observational studies that compared prehabilitation interventions to standard care prior to esophagectomy. A random effects model was used to generate a pooled estimate for pairwise meta-analysis, meta-analysis of proportions, and meta-analysis of means. A total of 1803 patients were included with 584 in randomized controlled trials (RCTs) and 1219 in observational studies. In the randomized evidence, there were no significant differences between prehabilitation and control in the odds of postoperative pneumonia (15.0 vs. 18.9%, odds ratio (OR) 1.06 [95% confidence interval (CI): 0.66;1.72]) or pulmonary complications (14 vs. 25.6%, OR 0.68 [95% CI: 0.32;1.45]). In the observational data, there was a reduction in both postoperative pneumonia (22.5 vs. 32.9%, OR 0.48 [95% CI: 0.28;0.83]) and pulmonary complications (26.1 vs. 52.3%, OR 0.35 [95% CI: 0.17;0.75]) with prehabilitation. Hospital and intensive care unit length of stay (days), operative mortality, and severe complications (Clavien-Dindo ≥ 3) did not differ between groups in both the randomized data and observational data. Prehabilitation demonstrated reductions in postoperative pneumonia and pulmonary complications in observational studies, but not RCTs. The overall certainty of these findings is limited by the low quality of the available evidence.


Subject(s)
Esophageal Neoplasms , Pneumonia , Humans , Esophageal Neoplasms/surgery , Esophagectomy/adverse effects , Intensive Care Units , Pneumonia/epidemiology , Pneumonia/etiology , Pneumonia/prevention & control , Preoperative Exercise , Randomized Controlled Trials as Topic , Observational Studies as Topic
5.
Ren Fail ; 46(1): 2313177, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38345055

ABSTRACT

BACKGROUND: Outcomes among acute kidney injury (AKI) patients are poor in United Kingdom (UK) hospitals, and electronic alerts and care bundles may improve them. We implemented such a system at West Suffolk Hospital (WSH) called the 'AKI order set'. We aimed to assess its impact on all-cause mortality, length of stay (LOS) and renal function among AKI patients, and its utilization. METHODS: Retrospective, single-center cohort study of patients ≥ 18 years old with AKI at WSH, a 430-bed general hospital serving a rural UK population of approximately 280,000. 7243 unique AKI events representing 5728 patients with full data were identified automatically from our electronic health record (EHR) between 02 September 2018 and 1 July 2021 (median age 78 years, 51% male). All-cause mortality, LOS and improvement in AKI stage, demographic and comorbidity data, medications and AKI order set use were automatically collected from the EHR. RESULTS: The AKI order set was used in 9.8% of AKI events and was associated with 28% lower odds of all-cause mortality (multivariable odds ratio [OR] 0.72, 95% confidence interval [CI] 0.57-0.91). Median LOS was longer when the AKI order set was utilized than when not (11.8 versus 8.8 days, p < .001), but was independently associated with improvement in the AKI stage (28.9% versus 8.7%, p < .001; univariable OR 4.25, 95% CI 3.53-5.10, multivariable OR 4.27, 95% CI 3.54-5.14). CONCLUSIONS: AKI order set use led to improvements in all-cause mortality and renal function, but longer LOS, among AKI patients at WSH.


Subject(s)
Acute Kidney Injury , Patient Care Bundles , Humans , Male , Aged , Adolescent , Female , Cohort Studies , Retrospective Studies , Inpatients , Acute Kidney Injury/epidemiology , Hospital Mortality
6.
Phys Rev Lett ; 130(26): 266801, 2023 Jun 30.
Article in English | MEDLINE | ID: mdl-37450818

ABSTRACT

[BaTiO_{3}]_{m}/[BaZrO_{3}]_{n} (m, n=4-12) superlattices are used to demonstrate the fabrication and deterministic control of an artificial relaxor. X-ray diffraction and atomic-resolution imaging studies confirm the production of high-quality heterostructures. With decreasing BaTiO_{3} layer thickness, dielectric measurements reveal systematically lower dielectric-maximum temperatures, while hysteresis loops and third-harmonic nonlinearity studies suggest a transition from ferroelectriclike to relaxorlike behavior driven by tuning the random-field strength. This system provides a novel platform for studying the size effect and interaction length scale of the nanoscale-polar structures in relaxors.


Subject(s)
Barium Compounds , Temperature
7.
Nephrol Dial Transplant ; 38(Supplement_2): ii19-ii28, 2023 Nov 08.
Article in English | MEDLINE | ID: mdl-37816674

ABSTRACT

In recent decades, insights into the molecular pathways involved in disease have revolutionized the treatment of autoimmune diseases. A plethora of targeted therapies have been identified and are at varying stages of clinical development in renal autoimmunity. Some of these agents, such as rituximab or avacopan, have been approved for the treatment of immune-mediated kidney disease, but kidney disease lags behind more common autoimmune disorders in new drug development. Evidence is accumulating as to the importance of adaptive immunity, including abnormalities in T-cell activation and signaling, and aberrant B-cell function. Furthermore, innate immunity, particularly the complement and myeloid systems, as well as pathologic responses in tissue repair and fibrosis, play a key role in disease. Collectively, these mechanistic studies in innate and adaptive immunity have provided new insights into mechanisms of glomerular injury in immune-mediated kidney diseases. In addition, inflammatory pathways common to several autoimmune conditions exist, suggesting that the repurposing of some existing drugs for the treatment of immune-mediated kidney diseases is a logical strategy. This new understanding challenges the clinical investigator to translate new knowledge into novel therapies leading to better disease outcomes. This review highlights promising immunomodulatory therapies tested for immune-mediated kidney diseases as a primary indication, details current clinical trials and discusses pathways that could be targeted in the future.


Subject(s)
Immunomodulating Agents , Kidney Diseases , Humans , Immunity, Innate , Kidney , Kidney Diseases/drug therapy , Adaptive Immunity
8.
Proc Natl Acad Sci U S A ; 117(11): 6023-6034, 2020 03 17.
Article in English | MEDLINE | ID: mdl-32132200

ABSTRACT

Despite a growing number of ion channel genes implicated in hereditary ataxia, it remains unclear how ion channel mutations lead to loss-of-function or death of cerebellar neurons. Mutations in the gene KCNMA1, encoding the α-subunit of the BK channel have emerged as responsible for a variety of neurological phenotypes. We describe a mutation (BKG354S) in KCNMA1, in a child with congenital and progressive cerebellar ataxia with cognitive impairment. The mutation in the BK channel selectivity filter dramatically reduced single-channel conductance and ion selectivity. The BKG354S channel trafficked normally to plasma, nuclear, and mitochondrial membranes, but caused reduced neurite outgrowth, cell viability, and mitochondrial content. Small interfering RNA (siRNA) knockdown of endogenous BK channels had similar effects. The BK activator, NS1619, rescued BKG354S cells but not siRNA-treated cells, by selectively blocking the mutant channels. When expressed in cerebellum via adenoassociated virus (AAV) viral transfection in mice, the mutant BKG354S channel, but not the BKWT channel, caused progressive impairment of several gait parameters consistent with cerebellar dysfunction from 40- to 80-d-old mice. Finally, treatment of the patient with chlorzoxazone, a BK/SK channel activator, partially improved motor function, but ataxia continued to progress. These studies indicate that a loss-of-function BK channel mutation causes ataxia and acts by reducing mitochondrial and subsequently cellular viability.


Subject(s)
Cerebellum/pathology , Chlorzoxazone/administration & dosage , Large-Conductance Calcium-Activated Potassium Channel alpha Subunits/genetics , Mitochondria/pathology , Spinocerebellar Degenerations/genetics , Adolescent , Animals , Animals, Newborn , Cell Line , Cerebellum/cytology , DNA Mutational Analysis , Dependovirus/genetics , Disease Models, Animal , Female , Gene Knockdown Techniques , Genetic Vectors/genetics , Humans , Large-Conductance Calcium-Activated Potassium Channel alpha Subunits/antagonists & inhibitors , Large-Conductance Calcium-Activated Potassium Channel alpha Subunits/metabolism , Loss of Function Mutation , Mice , Oocytes , Rats , Recombinant Proteins/genetics , Recombinant Proteins/metabolism , Spinocerebellar Degenerations/diagnosis , Spinocerebellar Degenerations/drug therapy , Spinocerebellar Degenerations/pathology , Transfection , Exome Sequencing , Xenopus
9.
Microsc Microanal ; : 1-9, 2022 Sep 05.
Article in English | MEDLINE | ID: mdl-36062363

ABSTRACT

Here, we report a case study implementation of reinforcement learning (RL) to automate operations in the scanning transmission electron microscopy workflow. To do so, we design a virtual, prototypical RL environment to test and develop a network to autonomously align the electron beam position without prior knowledge. Using this simulator, we evaluate the impact of environment design and algorithm hyperparameters on alignment accuracy and learning convergence, showing robust convergence across a wide hyperparameter space. Additionally, we deploy a successful model on the microscope to validate the approach and demonstrate the value of designing appropriate virtual environments. Consistent with simulated results, the on-microscope RL model achieves convergence to the goal alignment after minimal training. Overall, the results highlight that by taking advantage of RL, microscope operations can be automated without the need for extensive algorithm design, taking another step toward augmenting electron microscopy with machine learning methods.

10.
Neurocrit Care ; 35(1): 153-161, 2021 08.
Article in English | MEDLINE | ID: mdl-33263144

ABSTRACT

BACKGROUND: Lateral periodic discharges (LPDs) have been recognized as a common electroencephalographic (EEG) pattern in critically ill patients. However, management decisions in these patients are still a challenge for clinicians. This study investigates hemodynamic changes associated with LPDs and evaluates if this pattern is likely to represent an ictal, interictal, or ictal-interictal continuum phenomenon via non-invasive near infra-red spectroscopy (NIRS) with concurrent with continuous EEG. METHODS: Seventeen patients admitted to the intensive care unit with LPDs on continuous electroencephalogram (EEG) were included. Participants engaged in NIRS recording-with scalp probes on right and left frontal regions simultaneously. Associations between LPDs laterality, primary frequency, NIRS a of cerebral oxygen saturation (SO2), total hemoglobin concentration (tHb), oxygenated hemoglobin concentration (O2Hb), de-oxygenated hemoglobin concentration (HHb), and variables in participant medical history were studied. RESULTS: Hemispheres with LPDs showed higher overall SO2 when compared to non-LPDs hemispheres (57% vs 52%, p = 0.03). Additionally, mildly increased tHb, O2Hb, and mildly decreased HHb concentrations were detected in the hemisphere showing LPDs, but changes were not statistically significant. A higher primary frequency of LPDs was associated with lower cerebral SO2 (Pearson correlation r = - 0.55, p = 0.022) and O2Hb (Pearson correlation r = - 0.52, p = 0.033). In patients with seizure during their EEG recording (64.7%), lower tHb (28.2 µmol/L vs 37.8 µmol/L, p = 0.049) and O2Hb (15.5 µmol/L vs 24.2 µmol/L, p = 0.033) were recorded in the LPDs hemisphere. CONCLUSIONS: This study demonstrates an increased cerebral SO2 in the hemisphere with LPDs, and decreased SO2 and O2Hb when the frequency of LPDs increases. The findings indicate that LPDs increase oxygen demand on the ipsilateral hemisphere. We infer that a threshold of LPDs frequency might exit, when the cerebral oxygen demand begins to supersede the ability of delivery, and saturation decreases.


Subject(s)
Patient Discharge , Spectroscopy, Near-Infrared , Electroencephalography , Hemodynamics , Humans , Seizures
11.
PLoS Biol ; 15(7): e2001246, 2017 Jul.
Article in English | MEDLINE | ID: mdl-28683067

ABSTRACT

Clinical and preclinical studies indicate that early postnatal exposure to anesthetics can lead to lasting deficits in learning and other cognitive processes. The mechanism underlying this phenomenon has not been clarified and there is no treatment currently available. Recent evidence suggests that anesthetics might cause persistent deficits in cognitive function by disrupting key events in brain development. The hippocampus, a brain region that is critical for learning and memory, contains a large number of neurons that develop in the early postnatal period, which are thus vulnerable to perturbation by anesthetic exposure. Using an in vivo mouse model we demonstrate abnormal development of dendrite arbors and dendritic spines in newly generated dentate gyrus granule cell neurons of the hippocampus after a clinically relevant isoflurane anesthesia exposure conducted at an early postnatal age. Furthermore, we find that isoflurane causes a sustained increase in activity in the mechanistic target of rapamycin pathway, and that inhibition of this pathway with rapamycin not only reverses the observed changes in neuronal development, but also substantially improves performance on behavioral tasks of spatial learning and memory that are impaired by isoflurane exposure. We conclude that isoflurane disrupts the development of hippocampal neurons generated in the early postnatal period by activating a well-defined neurodevelopmental disease pathway and that this phenotype can be reversed by pharmacologic inhibition.


Subject(s)
Anesthetics, Inhalation/toxicity , Cognitive Dysfunction/chemically induced , Hippocampus/drug effects , Isoflurane/toxicity , TOR Serine-Threonine Kinases/metabolism , Animals , Dendritic Spines/drug effects , Dendritic Spines/pathology , Environmental Exposure , Hippocampus/growth & development , Hippocampus/pathology , Mice , Neurons/drug effects , Neurons/pathology
12.
Pediatr Emerg Care ; 36(5): e247-e253, 2020 May.
Article in English | MEDLINE | ID: mdl-28697159

ABSTRACT

BACKGROUND: Pediatric returns to the emergency department (RTED) vary between 3% and 13% of the total ED volume of visits. However, the incidence and contribution of scheduled RTED on pediatric emergency department (PED) utilization is less clear. Antimicrobial stewardship programs on inpatient wards have been shown to improve judicious use of outpatient parenteral antimicrobial therapy (OPAT) in upon discharge. The implementation of such programs in PEDs has yet to be reported. The objectives of this study are to quantify the burden of scheduled RTED for OPAT on PED utilization and to examine how frequently OPAT use are supported by published practice standards for 3 common pediatric infections-cellulitis, pneumonia, and urinary tract infections. METHODS: We conducted a single-center retrospective cohort study of all visits made to the British Columbia Children's Hospital PED from May 1, 2012, to April 30, 2013. We identified scheduled RTEDs and characterized those associated with OPAT use with regard to their measures of PED utilization and clinical features. RESULTS: Of 3904 RTED visits, 1310 (33.6%) were scheduled, of which 1029 were OPAT related. Among the latter, 749 RTEDs (69%) were for cellulitis, pneumonia, or urinary tract infections. The median length of stay for OPAT-related RTEDs was 2.0 hours. For 75 (24%) of 317 index visits and 213 (28%) of 749 subsequent RTEDs, oral antibiotic therapy would have been an appropriate option and OPAT could have been avoided. CONCLUSIONS: Our findings suggest that OPAT poses a sizable burden on PED utilization, with a proportion of them potentially preventable.


Subject(s)
Ambulatory Care , Anti-Infective Agents/therapeutic use , Antimicrobial Stewardship , Emergency Service, Hospital/statistics & numerical data , Administration, Intravenous , Anti-Infective Agents/administration & dosage , British Columbia , Child , Child, Preschool , Female , Hospitals, Pediatric , Humans , Infant , Male , Retrospective Studies
16.
Int J Mol Sci ; 19(8)2018 Jul 26.
Article in English | MEDLINE | ID: mdl-30049952

ABSTRACT

Human epidemiologic studies and laboratory investigations in animal models suggest that exposure to general anesthetic agents (GAs) have harmful effects on brain development. The mechanism underlying this putative iatrogenic condition is not clear and there are currently no accepted strategies for prophylaxis or treatment. Recent evidence suggests that anesthetics might cause persistent deficits in synaptogenesis by disrupting key events in neurodevelopment. Using an in vitro model consisting of dissociated primary cultured mouse neurons, we demonstrate abnormal pre- and post-synaptic marker expression after a clinically-relevant isoflurane anesthesia exposure is conducted during neuron development. We find that pharmacologic inhibition of the mechanistic target of rapamycin (mTOR) pathway can reverse the observed changes. Isoflurane exposure increases expression of phospho-S6, a marker of mTOR pathway activity, in a concentration-dependent fashion and this effect occurs throughout neuronal development. The mTOR 1 complex (mTORC1) and the mTOR 2 complex (mTORC2) branches of the pathway are both activated by isoflurane exposure and this is reversible with branch-specific inhibitors. Upregulation of mTOR is also seen with sevoflurane and propofol exposure, suggesting that this mechanism of developmental anesthetic neurotoxicity may occur with all the commonly used GAs in pediatric practice. We conclude that GAs disrupt the development of neurons during development by activating a well-defined neurodevelopmental disease pathway and that this phenotype can be reversed by pharmacologic inhibition.


Subject(s)
Anesthetics, Inhalation/adverse effects , Isoflurane/adverse effects , Neurogenesis/drug effects , Neurons/drug effects , Signal Transduction/drug effects , Synapses/drug effects , TOR Serine-Threonine Kinases/metabolism , Animals , Apoptosis/drug effects , Cells, Cultured , Humans , Mice , Neurons/cytology , Neurons/metabolism , Rats, Sprague-Dawley , Synapses/metabolism , Synapses/ultrastructure
18.
Ann Intern Med ; 169(1): 65, 2018 07 03.
Article in English | MEDLINE | ID: mdl-29971413
19.
Sci Rep ; 14(1): 7590, 2024 03 31.
Article in English | MEDLINE | ID: mdl-38555385

ABSTRACT

Large volume soft tissue defects greatly impact patient quality of life and function while suitable repair options remain a challenge in reconstructive surgery. Engineered flaps could represent a clinically translatable option that may circumvent issues related to donor site morbidity and tissue availability. Herein, we describe the regeneration of vascularized porcine flaps, specifically of the omentum and tensor fascia lata (TFL) flaps, using a tissue engineering perfusion-decellularization and recellularization approach. Flaps were decellularized using a low concentration sodium dodecyl sulfate (SDS) detergent perfusion to generate an acellular scaffold with retained extracellular matrix (ECM) components while removing underlying cellular and nuclear contents. A perfusion-recellularization strategy allowed for seeding of acellular flaps with a co-culture of human umbilical vein endothelial cell (HUVEC) and mesenchymal stromal cells (MSC) onto the decellularized omentum and TFL flaps. Our recellularization technique demonstrated evidence of intravascular cell attachment, as well as markers of endothelial and mesenchymal phenotype. Altogether, our findings support the potential of using bioengineered porcine flaps as a novel, clinically-translatable strategy for future application in reconstructive surgery.


Subject(s)
Bioengineering , Quality of Life , Humans , Swine , Animals , Bioengineering/methods , Biomedical Engineering , Perfusion , Surgical Flaps , Extracellular Matrix , Tissue Scaffolds , Tissue Engineering/methods
20.
Clin Pharmacokinet ; 63(1): 93-108, 2024 01.
Article in English | MEDLINE | ID: mdl-37985591

ABSTRACT

PB201 is an orally active, partial glucokinase activator targeting both pancreatic and hepatic glucokinase. As the second glucokinase activator studied beyond phase I, PB201 has demonstrated promising glycemic effects as well as favorable pharmacokinetic (PK) and safety profiles in patients with type 2 diabetes mellitus (T2DM). This study aims to develop a population PK/pharmacodynamic (PD) model for PB201 using the pooled data from nine phase I/II clinical trials conducted in non-Chinese healthy volunteers and a T2DM population and to predict the PK/PD profile of PB201 in a Chinese T2DM population. We developed the PK/PD model using the non-linear mixed-effects modeling approach. All runs were performed using the first-order conditional estimation method with interaction. The pharmacokinetics of PB201 were well fitted by a one-compartment model with saturable absorption and linear elimination. The PD effects of PB201 on reducing the fasting plasma glucose and glycosylated hemoglobin levels in the T2DM population were described by indirect response models as stimulating the elimination of fasting plasma glucose, where the production of glycosylated hemoglobin was assumed to be stimulated by fasting plasma glucose. Covariate analyses revealed enhanced absorption of PB201 by food and decreased systemic clearance with ketoconazole co-administration, while no significant covariate was identified for the pharmacodynamics. The population PK model established for non-Chinese populations was shown to be applicable to the Chinese T2DM population as verified by the PK data from the Chinese phase I study. The final population PK/PD model predicted persistent and dose-dependent reductions in fasting plasma glucose and glycosylated hemoglobin levels in the Chinese T2DM population receiving 50/50 mg, 100/50 mg, and 100/100 mg PB201 twice daily for 24 weeks independent of co-administration of metformin. Overall, the proposed population PK/PD model quantitatively characterized the PK/PD properties of PB201 and the impact of covariates on its target populations, which allows the leveraging of extensive data in non-Chinese populations with the limited data in the Chinese T2DM population to successfully supported the waiver of the clinical phase II trial and facilitate the optimal dose regimen design of a pivotal phase III study of PB201 in China.


Subject(s)
Diabetes Mellitus, Type 2 , Humans , Diabetes Mellitus, Type 2/drug therapy , Glucokinase , Glycated Hemoglobin , Blood Glucose , Healthy Volunteers , Models, Biological , Dose-Response Relationship, Drug
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