ABSTRACT
The mechanosensitive PIEZO channel family has been linked to over 26 disorders and diseases. Although progress has been made in understanding these channels at the structural and functional levels, the underlying mechanisms of PIEZO-associated diseases remain elusive. In this study, we engineered four PIEZO-based disease models using CRISPR/Cas9 gene editing. We performed an unbiased chemical mutagen-based genetic suppressor screen to identify putative suppressors of a conserved gain-of-function variant pezo-1[R2405P] that in human PIEZO2 causes distal arthrogryposis type 5 (DA5; p. R2718P). Electrophysiological analyses indicate that pezo-1(R2405P) is a gain-of-function allele. Using genomic mapping and whole-genome sequencing approaches, we identified a candidate suppressor allele in the C. elegans gene gex-3. This gene is an ortholog of human NCKAP1 (NCK-associated protein 1), a subunit of the Wiskott-Aldrich syndrome protein (WASP)-verprolin homologous protein (WAVE/SCAR) complex, which regulates F-actin polymerization. Depletion of gex-3 by RNAi, or with the suppressor allele gex-3(av259[L353F]), significantly increased brood size and ovulation rate, as well as alleviating the crushed oocyte phenotype of the pezo-1(R2405P) mutant. Expression of GEX-3 in the soma is required to rescue the brood size defects in pezo-1(R2405P) animals. Actin organization and orientation were disrupted and distorted in the pezo-1 mutants. Mutation of gex-3(L353F) partially alleviated these defects. The identification of gex-3 as a suppressor of the pathogenic variant pezo-1(R2405P) suggests that the PIEZO coordinates with the cytoskeleton regulator to maintain the F-actin network and provides insight into the molecular mechanisms of DA5 and other PIEZO-associated diseases.
Subject(s)
Actins , Arthrogryposis , Ophthalmoplegia , Retinal Diseases , Animals , Female , Humans , Actins/genetics , Arthrogryposis/genetics , Caenorhabditis elegans/genetics , Ion Channels , Mutation/genetics , PolymerizationABSTRACT
The activation of innate immunity following transplantation has been identified as a crucial factor in allograft inflammation and rejection. However, the role of cyclic guanosine monophosphate-adenosine monophosphate synthase (cGAS)/stimulator of interferon genes (STING) signaling-mediated innate immunity in the pathogenesis of allograft rejection remains unclear. Utilizing a well-established murine model of corneal transplantation, we demonstrated increased expression of cGAS and STING in rejected-corneal allografts compared with syngeneic (Syn) and normal (Nor) corneas, along with significant activation of the cGAS/STING pathway, as evidenced by the enhanced phosphorylation of TANK-binding kinase 1and interferon regulatory factor 3. Pharmacological and genetic inhibition of cGAS/STING signaling markedly delayed corneal transplantation rejection, resulting in prolonged survival time and reduced inflammatory infiltration. Furthermore, we observed an increase in the formation of neutrophil extracellular traps (NETs) in rejected allografts, and the inhibition of NET formation through targeting peptidylarginine deiminase 4 and DNase I treatment significantly alleviated immune rejection and reduced cGAS/STING signaling activity. Conversely, subconjunctival injection of NETs accelerated corneal transplantation rejection and enhanced the activation of the cGAS/STING pathway. Collectively, these findings demonstrate that NETs contribute to the exacerbation of allograft rejection via cGAS/STING signaling, highlighting the targeting of the NETs/cGAS/STING signaling pathway as a potential strategy for prolonging allograft survival.
ABSTRACT
Dry eye syndrome is a common complication in diabetic patients with a prevalence of up to 54.3%. However, the pathogenic mechanisms underlying hyperglycemia-induced tear reduction and dry eye remain less understood. The present study indicated that both norepinephrine (NE) and tyrosine hydroxylase levels were elevated in the lacrimal gland of diabetic mice, accompanied by increased Fos proto-oncogene (c-FOS)+ cells in the superior cervical ganglion. However, the elimination of NE accumulation by surgical and chemical sympathectomy significantly ameliorated the reduction in tear production, suppressed abnormal inflammation of the lacrimal gland, and improved the severity of dry eye symptoms in diabetic mice. Among various adrenergic receptors (ARs), the α1 subtype played a predominant role in the regulation of tear production, as treatments of α1AR antagonists improved tear secretion in diabetic mice compared with ßAR antagonist propranolol. Moreover, the α1AR antagonist alfuzosin treatment also alleviated functional impairments of the meibomian gland and goblet cells in diabetic mice. Mechanically, the α1AR antagonist rescued the mitochondrial bioenergetic deficit, increased the mitochondrial DNA copy numbers, and elevated the glutathione levels of the diabetic lacrimal gland. Overall, these results deciphered a previously unrecognized involvement of the NE-α1AR-mitochondrial bioenergetics axis in the regulation of tear production in the lacrimal gland, which may provide a potential strategy to counteract diabetic dry eye by interfering with the α1AR activity.
Subject(s)
Diabetes Mellitus, Experimental , Dry Eye Syndromes , Hyperglycemia , Lacerations , Lacrimal Apparatus , Mice , Animals , Lacrimal Apparatus/pathology , Diabetes Mellitus, Experimental/complications , Diabetes Mellitus, Experimental/pathology , Norepinephrine , Tears , Dry Eye Syndromes/drug therapy , Dry Eye Syndromes/etiology , Dry Eye Syndromes/pathology , Hyperglycemia/complications , Hyperglycemia/pathology , Lacerations/pathology , Receptors, AdrenergicABSTRACT
For implementation of adaptive design, the adjustment of bias in treatment effect estimation becomes an increasingly important topic in recent years. While adaptive design literature traditionally focuses on the control of type I error rate and the adjustment of overall unconditional bias, the research on adjusting conditional bias has been limited. This paper proposes a conditional bias adjustment estimator of treatment effect under the context of 2-in-1 adaptive design and aims to provide a comprehensive investigation on their statistical properties including bias, mean squared error and coverage probability of confidence intervals. It demonstrated that conditional bias adjusted estimators greatly reduce the conditional bias and have similarly negligible unconditional bias compared with mean and median (unconditional) unbiased estimators. In addition, the test statistics is constructed based on the conditional bias adjustment estimators and compared with the naive unadjusted test.
ABSTRACT
Seipin, an evolutionary conserved protein, plays pivotal roles during lipid droplet (LD) biogenesis and is associated with various human diseases with unclear mechanisms. Here, we analyzed Caenorhabditis elegans mutants deleted of the sole SEIPIN gene, seip-1 Homozygous seip-1 mutants displayed penetrant embryonic lethality, which is caused by the disruption of the lipid-rich permeability barrier, the innermost layer of the C. elegans embryonic eggshell. In C. elegans oocytes and embryos, SEIP-1 is associated with LDs and is crucial for controlling LD size and lipid homeostasis. The seip-1 deletion mutants reduced the ratio of polyunsaturated fatty acids (PUFAs) in their embryonic fatty acid pool. Interestingly, dietary supplementation of selected n-6 PUFAs rescued the embryonic lethality and defective permeability barrier. Accordingly, we propose that SEIP-1 may maternally regulate LD biogenesis and lipid homeostasis to orchestrate the formation of the permeability barrier for eggshell synthesis during embryogenesis. A lipodystrophy allele of seip-1 resulted in embryonic lethality as well and could be rescued by PUFA supplementation. These experiments support a great potential for using C. elegans to model SEIPIN-associated human diseases.
Subject(s)
Caenorhabditis elegans Proteins/genetics , Caenorhabditis elegans/embryology , Caenorhabditis elegans/genetics , Egg Shell/embryology , Genes, Helminth , Membrane Proteins/genetics , Animals , Caenorhabditis elegans/drug effects , Caenorhabditis elegans/ultrastructure , Caenorhabditis elegans Proteins/metabolism , Dietary Supplements , Disease Models, Animal , Egg Shell/drug effects , Egg Shell/ultrastructure , Embryo, Nonmammalian/drug effects , Embryo, Nonmammalian/metabolism , Embryo, Nonmammalian/ultrastructure , Fatty Acids, Unsaturated/pharmacology , Fertilization , Gene Deletion , Gene Expression Regulation, Developmental/drug effects , Humans , Lipid Droplets/metabolism , Lipid Droplets/ultrastructure , Lipidomics , Membrane Proteins/metabolism , Mutation/genetics , Oocytes/drug effects , Oocytes/metabolism , Oocytes/ultrastructure , Ovulation/drug effects , Permeability , Saccharomyces cerevisiae/geneticsABSTRACT
Although cytokinesis has been intensely studied, the way it is executed during development is not well understood, despite a long-standing appreciation that various aspects of cytokinesis vary across cell and tissue types. To address this, we investigated cytokinesis during the invariant Caenorhabditis elegans embryonic divisions and found several parameters that are altered at different stages in a reproducible manner. During early divisions, furrow ingression asymmetry and midbody inheritance is consistent, suggesting specific regulation of these events. During morphogenesis, we found several unexpected alterations to cytokinesis, including apical midbody migration in polarizing epithelial cells of the gut, pharynx and sensory neurons. Aurora B kinase, which is essential for several aspects of cytokinesis, remains apically localized in each of these tissues after internalization of midbody ring components. Aurora B inactivation disrupts cytokinesis and causes defects in apical structures, even if inactivated post-mitotically. Therefore, we demonstrate that cytokinesis is implemented in a specialized way during epithelial polarization and that Aurora B has a role in the formation of the apical surface.
Subject(s)
Aurora Kinase B/physiology , Caenorhabditis elegans Proteins/physiology , Caenorhabditis elegans/embryology , Caenorhabditis elegans/enzymology , Cytokinesis , Morphogenesis , Animals , Caenorhabditis elegans/cytology , Cell Polarity , Cytokinesis/physiology , Dendrites/physiology , Embryo, Nonmammalian/cytology , Epithelial Cells/physiology , Intestines/embryology , Neurons/cytology , Pharynx/embryology , Surface PropertiesABSTRACT
Intracerebral hemorrhage associated with thrombolytic therapy with tissue plasminogen activator (tPA) in acute ischemic stroke continues to present a major clinical problem. Here, we report that infusion of tPA resulted in a significant increase in markers of neutrophil extracellular traps (NETs) in the ischemic cortex and plasma of mice subjected to photothrombotic middle cerebral artery occlusion. Peptidylarginine deiminase 4 (PAD4), a critical enzyme for NET formation, is also significantly upregulated in the ischemic brains of tPA-treated mice. Blood-brain barrier (BBB) disruption after ischemic challenge in an in vitro model of BBB was exacerbated after exposure to NETs. Importantly, disruption of NETs by DNase I or inhibition of NET production by PAD4 deficiency restored tPA-induced loss of BBB integrity and consequently decreased tPA-associated brain hemorrhage after ischemic stroke. Furthermore, either DNase I or PAD4 deficiency reversed tPA-mediated upregulation of the DNA sensor cyclic GMP-AMP (cGAMP) synthase (cGAS). Administration of cGAMP after stroke abolished DNase I-mediated downregulation of the STING pathway and type 1 interferon production and blocked the antihemorrhagic effect of DNase I in tPA-treated mice. We also show that tPA-associated brain hemorrhage after ischemic stroke was significantly reduced in cGas-/- mice. Collectively, these findings demonstrate that NETs significantly contribute to tPA-induced BBB breakdown in the ischemic brain and suggest that targeting NETs or cGAS may ameliorate thrombolytic therapy for ischemic stroke by reducing tPA-associated hemorrhage.
Subject(s)
Extracellular Traps/metabolism , Intracranial Hemorrhages/complications , Intracranial Hemorrhages/pathology , Nucleotidyltransferases/metabolism , Stroke/complications , Animals , Blood-Brain Barrier/metabolism , Blood-Brain Barrier/pathology , Deoxyribonuclease I/metabolism , Humans , Interferon Type I/metabolism , Low Density Lipoprotein Receptor-Related Protein-1/metabolism , Male , Membrane Proteins/metabolism , Mice, Inbred C57BL , Neutrophil Infiltration , Protein-Arginine Deiminase Type 4/deficiency , Protein-Arginine Deiminase Type 4/metabolism , Signal Transduction , Tissue Plasminogen Activator , Up-RegulationABSTRACT
PRRSV-1 has caused more clinical infections in pigs in Chinese swine herds in recent years, however, the pathogenicity of PRRSV-1 in China is unclear. In order to study the pathogenicity of PRRSV-1, in this study, a PRRSV-1 strain, 181187-2, was isolated in primary alveolar macrophage (PAM) cells from a farm where abortions had been reported in China. The complete genome of 181187-2 was 14932 bp excluding Poly A, with 54-amino acid continuous deletion in the Nsp2 gene and 1 amino deletion in ORF3 gene compared with LV. Additionally, the piglets inoculated with strain 181187-2 by intranasal and intranasal plus intramuscular injection, animal experiments showed clinical symptoms including transient fever and depression, with no death. The obvious histopathological lesions including interstitial pneumonia and lymph node hemorrhage, and there were no significant differences in clinical symptoms and histopathological lesions with different challenge ways. Our results indicated that PRRSV -1 181187-2 was a moderately pathogenic strain in piglets.
Subject(s)
Porcine Reproductive and Respiratory Syndrome , Porcine respiratory and reproductive syndrome virus , Animals , Swine , Porcine respiratory and reproductive syndrome virus/genetics , Virulence , Amino Acid Sequence , Genome, Viral , Phylogeny , ChinaABSTRACT
The paracondylar process (PCP) and the persistent first intersegmental vertebral artery (PFIA) are both rare variations at the craniovertebral junction. We report the above two variations coexisting in one cadaveric head during the training of far lateral approach in our skull base lab. The specimen simultaneously had a left occipitalized atlas associated with a PFIA and a right PCP. The previous reports, the embryogenesis, and the clinical implications of the two variations were also reviewed. Preoperative recognition of the rare variations is essential to a safe far lateral approach.
Subject(s)
Cervical Atlas , Vertebral Artery , Humans , Vertebral Artery/diagnostic imaging , Vertebral Artery/surgery , Cervical Atlas/surgery , Cervical Vertebrae/surgery , Skull Base , HeadABSTRACT
Graft rejection is still the major obstacle causing corneal transplantation failure. However, the underlying pathogenesis remains largely unclear. The iris-ciliary body (I-C) is enriched with blood vessels and various immune cell populations, presumably predisposed to be involved in corneal transplantation rejection. After penetrating keratoplasty, compared to the normal (Nor) and syngeneic (Syn) groups, I-C tissues in the allogeneic (Allo) group displayed stronger alloimmune responses, with more infiltrations of CD45+ inflammatory cells and CD3+ lymphocytes, increased transcriptional levels of pro-inflammatory cytokines, and elevated NF-κB activity. This histopathology was similar to the pathological alterations of corneal allografts. Angiography analysis revealed the abnormal vasculature in the iris during allograft rejection, characterized by vasodilatation, increased vessel density, and vascular permeability. While, immunofluorescence staining showed the intact tight junction of the posterior iris epithelium. In vitro, human microvascular endothelial cells (HMECs) stimulated by tumor necrosis factor-α (TNF-α) showed an increased Evans blue (EB)-albumin leakage, with lower expression of zonula occludens-1 (ZO-1) and Occludin. The increased EB-albumin leakage, up-regulated NF-κB activity, and reduced expression of ZO-1 and Occludin could be partially reversed after cyclosporine A (CsA) administration. In contrast, the barrier function in primary mouse iris pigment epithelial cells (IPEs) after TNF-α treatment remained largely unchanged. These findings revealed the vigorous alloimmunity in I-C tissues, characterized with impaired vascularization but intact posterior epithelial barrier in the iris, which allowed proteins and immune cells to be exudated from the front surface of I-C tissues, and facilitated immune reaction in the anterior chamber, thereby contributing to aggravated corneal transplantation rejection.
Subject(s)
Corneal Diseases , Corneal Transplantation , Albumins , Animals , Ciliary Body , Endothelial Cells , Graft Rejection/metabolism , Humans , Iris , Mice , NF-kappa B , Occludin , Tumor Necrosis Factor-alphaABSTRACT
Blood-brain barrier (BBB) defects and cerebrovascular dysfunction contribute to amyloid-ß (Aß) brain accumulation and drive Alzheimer disease (AD) pathology. By regulating vascular functions and inflammation in the microvasculature, a disintegrin and metalloprotease with thrombospondin type I motif, member 13 (ADAMTS13) plays a significant protective effect in atherosclerosis and stroke. However, whether ADAMTS13 influences AD pathogenesis remains unclear. Using in vivo multiphoton microscopy, histological, behavioral, and biological methods, we determined BBB integrity, cerebrovascular dysfunction, amyloid accumulation, and cognitive impairment in APPPS1 mice lacking ADAMTS13. We also tested the impact of viral-mediated expression of ADAMTS13 on cerebrovascular function and AD-like pathology in APPPS1 mice. We show that ADAMTS13 deficiency led to an early and progressive BBB breakdown as well as reductions in vessel density, capillary perfusion, and cerebral blood flow in APPPS1 mice. We found that deficiency of ADAMTS13 increased brain plaque load and Aß levels and accelerated cerebral amyloid angiopathy (CAA) by impeding BBB-mediated clearance of brain Aß, resulting in worse cognitive decline in APPPS1 mice. Virus-mediated expression of ADAMTS13 attenuated BBB disruption and increased microvessels, capillary perfusion, and cerebral blood flow in APPPS1 mice already showing BBB damage and plaque deposition. These beneficial vascular effects were reflected by increase in clearance of cerebral Aß, reductions in Aß brain accumulation, and improvements in cognitive performance. Our results show that ADAMTS13 deficiency contributes to AD cerebrovascular dysfunction and the resulting pathogenesis and cognitive deficits and suggest that ADAMTS13 may offer novel therapeutic opportunities for AD.
Subject(s)
ADAMTS13 Protein/metabolism , ADAMTS13 Protein/physiology , Cerebrovascular Circulation/physiology , Alzheimer Disease/metabolism , Alzheimer Disease/physiopathology , Amyloid beta-Peptides/metabolism , Amyloid beta-Protein Precursor/metabolism , Animals , Blood-Brain Barrier/metabolism , Blood-Brain Barrier/physiology , Brain/metabolism , Cognitive Dysfunction , Disease Models, Animal , Female , Humans , Male , Mice , Mice, Inbred C57BL , Mice, TransgenicABSTRACT
The Flavivirus E protein induces protective immunity, and its Abs cause serious problems for serodiagnosis because of the difficulty in differentiating cross-reactive Abs. Moreover, cross-reactive Abs may increase disease severity after secondary Flavivirus infections via Ab-dependent enhancement. Cross-reactive epitopes are therefore critical for understanding serodiagnosis and improving the general knowledge of Flavivirus infections. A minimal epitope, 227GSSAGTWQN235, was identified by a neutralizing mAb 1G2 against duck Tembusu virus (DTMUV), which recognized only monomer E protein under nonreducing conditions. It was unexpectedly found that mutations in the epitope residues G231 or W233 completely abolished reactivity to 1G2 and sera from mice infected with Japanese encephalitis virus, West Nile virus, and Zika virus. An immunofluorescence assay confirmed that mAb 1G2 could cross-react with the E proteins from Japanese encephalitis virus, West Nile virus, and Zika virus. Protein and virus modeling revealed that the epitope was surface accessible in the mature virus and located in the hi loop of domain II. The neutralization of DTMUV by 1G2 played a clear therapeutic role in mouse models. The passive transfer of 1G2 resulted in 100% survival, reduced weight loss, and the complete clearance of DTMUV from the blood of BALB/c mice. Our findings document, for the first time to our knowledge, that mAb 1G2 targets the cross-reactive epitope on the hi loop of domain II in the E protein and might be of potential therapeutic value in treating DTMUV infection and improve the understanding of the issues related to serodiagnosis.
Subject(s)
Antibodies, Neutralizing/immunology , Cross Reactions/immunology , Epitopes/immunology , Flavivirus/immunology , Viral Envelope Proteins/immunology , Animals , Antibodies, Monoclonal/immunology , Antibodies, Viral/immunology , Cell Line , Ducks/virology , Flavivirus Infections/immunology , Mice , Mice, Inbred BALB C , West Nile virus/immunology , Zika Virus/immunology , Zika Virus Infection/immunologyABSTRACT
The 2-in-1 adaptive design allows seamless expansion of an ongoing Phase II trial into a Phase III trial to expedite a drug development program. Since its publication, it has generated a lot of interest. So far, most of the related research focused on type I error control. Similar to most adaptive designs, 2-in-1 design could also pose a great challenge on estimation of treatment effect due to the data-driven adaptation. In addition, the use of intermediate endpoint for interim adaptive decision-making is a less well-studied field. In this paper, we investigate the bias and variances in estimation for 2-in-1 design and some of its extensions, and propose some bias-adjusted estimators for 2-in-1 design. The properties of the proposed estimators are further studied theoretically and/or numerically, so as to provide guidance on how to interpret the estimated treatment effect of 2-in-1 design.
Subject(s)
Drug Development , Research Design , Bias , Humans , Sample SizeABSTRACT
This paper provides in-depth discussion about different types of error generated in platform trials with a common control arm, and how they compare to the ones arisen from standard independent trials. We provide our views on some of the popular "myths" associated with such design, under the frequentist framework. It is found that platform trial generally performs quite well in terms of type I error rate, false discovery rate, and power. In most cases, these operating characteristics of a platform trial are comparable to or even better than running individual trials.
Subject(s)
Research Design , Data Interpretation, Statistical , HumansABSTRACT
Angiogenic response is essential for ischemic brain repair. The von Willebrand factor (VWF)-cleaving protease disintegrin and metalloprotease with thrombospondin type I motif, member 13 (ADAMTS13) is required for endothelial tube formation in vitro, but there is currently no in vivo evidence supporting a function of ADAMTS13 in angiogenesis. Here we show that mice deficient in ADAMTS13 exhibited reduced neovascularization, brain capillary perfusion, pericyte and smooth muscle cell coverage on microvessels, expression of the tight junction and basement membrane proteins, and accelerated blood-brain barrier (BBB) breakdown and extravascular deposits of serum proteins in the peri-infarct cortex at 14 days after stroke. Deficiency of VWF or anti-VWF antibody treatment significantly increased microvessels, perfused capillary length, and reversed pericyte loss and BBB changes in Adamts13-/- mice. Furthermore, we observed that ADAMTS13 deficiency decreased angiopoietin-2 and galectin-3 levels in the isolated brain microvessels, whereas VWF deficiency had the opposite effect. Correlating with this, overexpression of angiopoietin-2 by adenoviruses treatment or administration of recombinant galectin-3 normalized microvascular reductions, pericyte loss, and BBB breakdown in Adamts13-/- mice. The vascular changes induced by angiopoietin-2 overexpression and recombinant galectin-3 treatment in Adamts13-/- mice were abolished by the vascular endothelial growth factor receptor-2 antagonist SU1498. Importantly, treating wild-type mice with recombinant ADAMTS13 at 7 days after stroke markedly increased neovascularization and vascular repair and improved functional recovery at 14 days. Our results suggest that ADAMTS13 controls key steps of ischemic vascular remodeling and that recombinant ADAMTS13 is a putative therapeutic avenue for promoting stroke recovery.
Subject(s)
ADAMTS13 Protein/metabolism , Blood-Brain Barrier/metabolism , Stroke/metabolism , Vascular Remodeling , von Willebrand Factor/metabolism , ADAMTS13 Protein/genetics , Angiopoietin-2/genetics , Angiopoietin-2/metabolism , Animals , Blood-Brain Barrier/pathology , Galectin 3/genetics , Galectin 3/metabolism , Mice , Mice, Knockout , Stroke/genetics , Stroke/pathology , von Willebrand Factor/geneticsABSTRACT
Multiple comparison procedures combined with modeling techniques (MCP-Mod) (Bretz et al., 2005) is an efficient and robust statistical methodology for the model-based design and analysis of dose-finding studies with an unknown dose-response model. With this approach, multiple comparison methods are used to identify statistically significant contrasts corresponding to a set of candidate dose-response models, and the best model is then used to estimate the target dose. Power and sample size calculations for this methodology require knowledge of the covariance matrix for the estimators of the (placebo-adjusted) mean responses among the dose groups. In this article, we consider survival endpoints and derive an analytic form of the covariance matrix for the estimators of the log hazard ratios as a function of the total number of events in the study. We then use this closed-form expression of the covariance matrix to derive the power and sample size formulas. We discuss practical considerations in the application of these formulas. In addition, we provide an illustration with a motivating example on chronic obstructive pulmonary disease. Finally, we demonstrate through simulation studies that the proposed formulas are accurate enough for practical use.
Subject(s)
Dose-Response Relationship, Drug , Models, Statistical , Uncertainty , Computer Simulation , Humans , Lung Diseases, Obstructive/drug therapy , Lung Diseases, Obstructive/mortality , Proportional Hazards Models , Sample Size , Survival AnalysisABSTRACT
A wet-chemical synthesis process was designed to obtain reproducible single-phase multiferroic BiFeO3 nanoparticles. The phase purity, single crystallinity, and size of the nanoparticles are confirmed through the analysis of X-ray diffraction patterns, Raman spectroscopy, and high resolution transmission electron microscopy experiments. Crystal nucleation happens within the amorphous-rich area in multiple seeds, leading to the formation of single crystalline nanoparticles with no preferential faceting. Crystallization mechanisms of BiFeO3 nanoparticles were investigated following the Kissinger-Akahira-Sunose approach, indicating that two crystallization steps are responsible of the complete BiFeO3 nanoparticle formation. The first crystallization step involves a maximum of 70% of the final crystal volume, arising from nanocrystal nucleation and growth. The second step occurs above this threshold crystal volume fraction, and it is related to the nanocrystallite coalescence process. Analysis of the thermodynamic process of the crystallization of BiFeO3 nanoparticles following Ostwald rules suggests a relatively low energy barrier for crystal nucleation, highlighting that phase pure, single crystalline BiFeO3 nanoparticles are obtained using the present optimized wet-chemical synthesis process, with temperatures as low as 450 °C.
ABSTRACT
The 2-in-1 design allows the possibility of seamlessly expanding a phase II study to confirmatory phase III study and controls type I error without multiplicity adjustment. In this paper, we applied the CHW method to the 2-in-1 design strategy, and compared it with the unweighted conventional test statistics. It shows that when the interim decision threshold is high enough, the CHW method is slightly more powerful. Otherwise, results based on the CHW method can be difficult to interpret when the estimated treatment effects differ notably between interim and final analysis, which may be avoided by using the conventional test statistic.
Subject(s)
Clinical Trials as Topic , Research Design , Humans , Models, Statistical , Sample SizeABSTRACT
In Phase II clinical development of a new drug, the two most important deliverables are proof of concept (PoC) and dose ranging. Traditionally, a PoC study is designed as the first Phase II clinical trial. In this PoC, there are two treatment groups-a high dose of the study medication, against the placebo control. After the concept is proven, the next Phase II study is a dose-ranging design with many test doses. This paper proposes a two-stage design with the first stage attempting to generate an early signal of efficacy. If successful, the second stage will adopt a "Go Fast" plan to expand the current study and add lower study doses of the test drug to explore the efficacy dose range. Otherwise, a "Go Slow" strategy is triggered, and the study will stop at a reduced sample size with high dose and placebo only.
Subject(s)
Clinical Trials, Phase II as Topic , Models, Statistical , Pharmaceutical Preparations/administration & dosage , Proof of Concept Study , Humans , Research Design , Sample SizeABSTRACT
A treatment regime at a single decision point is a rule that assigns a treatment, among the available options, to a patient based on the patient's baseline characteristics. The value of a treatment regime is the average outcome of a population of patients if they were all treated in accordance to the treatment regime, where large values are desirable. The optimal treatment regime is a regime which results in the greatest value. Typically, the optimal treatment regime is estimated by positing a regression relationship for the outcome of interest as a function of treatment and baseline characteristics. However, this can lead to suboptimal treatment regimes when the regression model is misspecified. We instead consider value search estimators for the optimal treatment regime where we directly estimate the value for any treatment regime and then maximize this estimator over a class of regimes. For many studies the primary outcome of interest is survival time which is often censored. We derive a locally efficient, doubly robust, augmented inverse probability weighted complete case estimator for the value function with censored survival data and study the large sample properties of this estimator. The optimization is realized from a weighted classification perspective that allows us to use available off the shelf software. In some studies one treatment may have greater toxicity or side effects, thus we also consider estimating a quality adjusted optimal treatment regime that allows a patient to trade some additional risk of death in order to avoid the more invasive treatment.