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Hierarchical cluster analysis and nonlinear mixed-effects modelling for candidate biomarker detection in preclinical models of cancer. Eur J Pharm Sci 2024; 197:106774. [PMID: 38641123 DOI: 10.1016/j.ejps.2024.106774] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2023] [Revised: 04/16/2024] [Accepted: 04/17/2024] [Indexed: 04/21/2024]
Abstract
BACKGROUND Preclinical models of cancer can be of translational benefit when assessing how different biomarkers are regulated in response to particular treatments. Detection of molecular biomarkers in preclinical models of cancer is difficult due inter-animal variability in responses, combined with limited accessibility of longitudinal data. METHODS Nonlinear mixed-effects modelling (NLME) was used to analyse tumour growth data based on expected tumour growth rates observed 7 days after initial doses (DD7) of Radiotherapy (RT) and Combination of RT with DNA Damage Response Inhibitors (DDRi). Cox regression was performed to confirm an association between DD7 and survival. Hierarchical Cluster Analysis (HCA) was then used to identify candidate biomarkers impacting responses to RT and RT/DDRi and these were validated using NLME. RESULTS Cox regression confirmed significant associations between DD7 and survival. HCA of RT treated samples, combined with NLME confirmed significant associations between DD7 and Cluster specific CD8+ Ki67 MFI, as well as DD7 and cluster specific Natural Killer cell density in RT treated mice. CONCLUSION Application of NLME, as well as HCA of candidate biomarkers may provide additional avenues to assess the effect of RT in MC38 syngeneic tumour models. Additional studies would need to be conducted to confirm association between DD7 and biomarkers in RT/DDRi treated mice.
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Mixed effects modeling of radiotherapy in combination with immune checkpoint blockade or inhibitors of the DNA damage response pathway. CPT Pharmacometrics Syst Pharmacol 2023; 12:1640-1652. [PMID: 37722071 PMCID: PMC10681475 DOI: 10.1002/psp4.13026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 07/08/2023] [Accepted: 07/17/2023] [Indexed: 09/20/2023] Open
Abstract
Dosage optimization to maximize efficacy and minimize toxicity is a potential issue when administering radiotherapy (RT) in combination with immune checkpoint blockade (ICB) or inhibitors of the DNA Damage Response Pathway (DDRi) in the clinic. Preclinical models and mathematical modeling can help identify ideal dosage schedules to observe beneficial effects of a tri-therapy. The aim of this study is to describe a mathematical model to capture the impact of RT in combination with inhibitors of the DNA Damage Response Pathway or blockade of the immune checkpoint protein - programmed death ligand 1 (PD-L1). This model describes how RT mediated activation of antigen presenting cells can induce an increase in cytolytic T cells capable of targeting tumor cells, and how combination drugs can potentiate the immune response by inhibiting the rate of T cell exhaustion. The model was fitted using preclinical data, where MC38 tumors were treated in vivo with RT alone or in combination with anti-PD-L1 as well as with either olaparib or the ataxia telangiectasia mutated (ATM) inhibitor-AZD0156. The model successfully described the observed data and goodness-of-fit, using visual predictive checks also confirmed a successful internal model validation for each treatment modality. The results demonstrated that the anti-PD-L1 effect in combination with RT was maximal in vivo and any additional benefit of DDRi at the given dosage and schedule used was undetectable. Model fit results indicated AZD0156 to be a more potent DDRi than olaparib. Simulations of alternative doses indicated that reducing efficacy of anti-PD-L1 by 68% would potentially provide evidence for a benefit of ATM inhibition in combination with ICB and increase the relative efficacy of tri-therapy.
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Radiation in Combination with Immune Checkpoint Blockade and DNA Damage Response Inhibitors in Mice: Dosage Optimization in MC38 Syngeneic Tumors via Modelling and Simulation. J Pharmacol Exp Ther 2023; 387:44-54. [PMID: 37348964 DOI: 10.1124/jpet.122.001572] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2022] [Revised: 05/23/2023] [Accepted: 06/09/2023] [Indexed: 06/24/2023] Open
Abstract
Clinical trials assessing the impact of radiotherapy (RT) in combination with DNA damage response pathway inhibitors (DDRis) and/or immune checkpoint blockade are currently ongoing. However, current methods for optimizing dosage and schedule are limited. A mathematical model was developed to capture the impacts of RT in combination with DDRi and/or anti-PD-L1 [immune checkpoint inhibitor (ICI)] on tumor immune interactions in the MC38 syngeneic tumor model. The model was fitted to datasets that assessed the impact of RT in combination with the DNA protein kinase inhibitor (DNAPKi) AZD7648. The model was further fitted to datasets from studies that were used to assess both RT/ICI combinations as well as RT/ICI combinations followed by concurrent administration of the poly ADP ribose polymerase inhibitor (PARPi) olaparib. Nonlinear mixed-effects modeling was performed followed by internal validation with visual predictive checks (VPC). Simulations of alternative dosage regimens and scheduling were performed to identify optimal candidate dosage regimens of RT/DNAPKi and RT/PARPi/ICI. Model fits and VPCs confirmed a successful internal validation for both datasets and demonstrated very small differences in the median, lower, and upper percentile values of tumor diameters between RT/ICI and RT/PARPi/ICI, which indicated that the triple combination of RT/PARPi/ICI at the given dosage and schedule does not provide additional benefit compared with ICI in combination with RT. Simulation of alternative dosage regimens indicated that lowering the dosage of ICI to between 2 and 4 mg/kg could induce similar benefits to the full dosage regimen, which could be of translational benefit. SIGNIFICANCE STATEMENT: This work provides a mixed-effects model framework to quantify the effects of combination radiotherapy/DNA damage response pathway inhibitors/immune checkpoint inhibitors in preclinical tumor models and identify optimal dosage regimens, which could be of translational benefit.
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ODP443 Targeting NAD+ availability modulates 11β- Hydroxysteroid dehydrogenase 1 activity in mouse and human cell lines and primary cells. J Endocr Soc 2022; 6. [PMCID: PMC9627921 DOI: 10.1210/jendso/bvac150.1485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
Four nicotinamide adenine dinucleotide coenzymes – NAD+, NADH, NADP+, and NADPH – are the central catalysts of metabolism. The enzyme 11β-hydroxysteroid dehydrogenase type 1 (11β-HSD1) is NADPH-dependent reductase that catalyses the reduction of the inactive glucocorticoid cortisone) to active cortisol (11-dehydrocorticosterone to corticosterone in rodents). 11β-HSD1 is in the endoplasmic reticulum (ER) lumen, and the level of NADPH in the ER regulates enzyme activity. Little is known about the biochemical mechanisms controlling cytosolic/ER NAD(P)(H) crosstalk. Here we examined how perturbed cellular NAD+ availability modulates 11β-HSD1 enzyme activity in the ER across a range of mouse and human cell types. 11β-HSD1 activity was measured in a series of transformed and primary mouse and human liver (HepG2), muscle, and Human Dermal Fibroblast cells (HDFn) depleted for NAD+ using FK866 to inhibit nicotinamide phosphoribosyl transferase (NAMPT), the rate-limiting enzyme in NAD+ biosynthesis. To replete NAD+ we supplemented cells with 0.5mM of NAD+ precursors nicotinamide riboside (NR) and nicotinamide mononucleotide (NMN). FK866 (100nM, 48h) was effective at depleting NAD+ by approximately 90% in C2C12 myotubes and 50% in HepG2 liver cells. In each cell line, 11β-HSD1 reductase activity was decreased by FK866 compared to untreated controls (80% in C2C12 P<0. 0001, 55% in HepG2, P=0. 03 and 65% in HDFn P=0. 002). Restoring NAD+ level with NR (0.5mM, 6h) in C2C12 and (0.5mM, 24h) in HepG2 and HDFn rescued 11β-HSD1 enzyme activity compared with no precursor treatment (60% in C2C12 P=0. 0007, 52% in HepG2 P=0. 03 and 68% in HDFn P=0. 0006). Human dermal fibroblasts treated with TNFa (10nM, 24h) boosted 11β-HSD1 expression 4-fold, however this was not able to overcome the FK866 induced drop-in reductase activity. These data show that depletion of NAD+ and impaired 11β-HSD1 reductase activity in the ER is a generalised phenomenon across cell types. This suggests a crosstalk between cytosolic and ER NAD(P)(H) pools that can respond rapidly to changes in NAD+ precursor availability. This could provide new insight into the regulation of cellular glucocorticoid metabolism and ER NAD(P)(H) homeostasis. Presentation: No date and time listed
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Near- to long-term measures to stabilize global wheat supplies and food security. NATURE FOOD 2022; 3:483-486. [PMID: 37117944 DOI: 10.1038/s43016-022-00559-y] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/30/2023]
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FSMP-12. A ROLE FOR PROLINE BIOSYNTHESIS IN HYPOXIC GLIOBLASTOMA. Neurooncol Adv 2021. [PMCID: PMC7992204 DOI: 10.1093/noajnl/vdab024.076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Hypoxia is a common feature of glioblastoma, and a known driver of therapy resistance in brain tumours. Understanding the metabolic adaptations to hypoxia is key to develop new effective treatments for patients. A recent screening study highlighted Pyrroline-5-carboxylate reductase-like (PYCRL) as one of the top three genes that allowed tumour survival in hypoxia. PYCRL is one of the three enzymes involved in proline biosynthesis along with the mitochondrial pyrroline-5-carboxylate reductase 1 and 2 (PYCR1/2). The latter use glutamine as the carbon source to fuel the pyrroline-5-carboxylate (P5C)-to-proline reaction, whereas the cytosolic PYCRL is known to use ornithine to produce proline. Our investigations have shown that PYCRL differs from PYCR1 and 2 in the impact on cellular redox, which is a critical factor in hypoxic survival. Our data suggest that PYCRL activity is required for normal regulation of glioblastoma cell growth and the ability to deal with cellular stress, and that this enzyme may therefore represent a novel target in the treatment of these devastating tumours. Importantly, our study also begins to provide much-needed clarity over the network surrounding proline metabolism and redox maintenance.
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Stem rust in Western Siberia - race composition and effective resistance genes. Vavilovskii Zhurnal Genet Selektsii 2021; 24:131-138. [PMID: 33659792 PMCID: PMC7716567 DOI: 10.18699/vj20.608] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Stem rust in recent years has acquired an epiphytotic character, causing significant economic damage
for wheat production in some parts of Western Siberia. On the basis of a race composition study of the stem rust
populations collected in 2016–2017 in Omsk region and Altai Krai, 13 pathotypes in Omsk population and 10 in
Altai population were identified. The race differentiation of stem rust using a tester set of 20 North American
Sr genes differentiator lines was carried out. The genes of stem rust pathotypes of the Omsk population are avirulent
only to the resistance gene Sr31, Altai isolates are avirulent not only to Sr31, but also to Sr24, and Sr30. A low
frequency of virulence (10–25 %) of the Omsk population pathotypes was found for Sr11, Sr24, Sr30, and for Altai
population – Sr7b, Sr9b, Sr11, SrTmp, which are ineffective in Omsk region. Field evaluations of resistance to stem
rust were made in 2016–2018 in Omsk region in the varieties and spring wheat lines from three different sources.
The first set included 58 lines and spring bread wheat varieties with identified Sr genes – the so-called trap nursery
(ISRTN – International Stem Rust Trap Nursery). The second set included spring wheat lines from the Arsenal collection,
that were previously selected according to a complex of economically valuable traits, with genes for resistance
to stem rust, including genes introgressed into the common wheat genome from wild cereal species. The third
set included spring bread wheat varieties created in the Omsk State Agrarian University within the framework of
a shuttle breeding program, with a synthetic wheat with the Ae. tauschii genome in their pedigrees. It was established
that the resistance genes Sr31, Sr40, Sr2 complex are effective against stem rust in the conditions of Western
Siberia. The following sources with effective Sr genes were selected: (Benno)/6*LMPG-6 DK42, Seri 82, Cham 10,
Bacanora (Sr31), RL 6087 Dyck (Sr40), Amigo (Sr24, 1RS-Am), Siouxland (Sr24, Sr31), Roughrider (Sr6, Sr36), Sisson
(Sr6, Sr31, Sr36), and Fleming (Sr6, Sr24, Sr36, 1RS-Am), Pavon 76 (Sr2 complex) from the ISRTN nursery; No. 1 BC1F2
(96 × 113) × 145 × 113 (Sr2, Sr36, Sr44), No. 14а F3 (96 × 113) × 145 (Sr36, Sr44), No. 19 BC2F3 (96 × 113) × 113 (Sr2, Sr36,
Sr44), and No. 20 F3 (96 × 113) × 145 (Sr2, Sr36, Sr40, Sr44) from the Arsenal collection; and the Omsk State Agrarian
University varieties Element 22 (Sr31, Sr35), Lutescens 27-12, Lutescens 87-12 (Sr23, Sr36), Lutescens 70-13, and
Lutescens
87-13 (Sr23, Sr31, Sr36). These sources are recommended for inclusion in the breeding process for developing
stem rust resistant varieties in the region.
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Wheat rust epidemics damage Ethiopian wheat production: A decade of field disease surveillance reveals national-scale trends in past outbreaks. PLoS One 2021; 16:e0245697. [PMID: 33534869 PMCID: PMC7857641 DOI: 10.1371/journal.pone.0245697] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 01/05/2021] [Indexed: 11/19/2022] Open
Abstract
Wheat rusts are the key biological constraint to wheat production in Ethiopia-one of Africa's largest wheat producing countries. The fungal diseases cause economic losses and threaten livelihoods of smallholder farmers. While it is known that wheat rust epidemics have occurred in Ethiopia, to date no systematic long-term analysis of past outbreaks has been available. We present results from one of the most comprehensive surveillance campaigns of wheat rusts in Africa. More than 13,000 fields have been surveyed during the last 13 years. Using a combination of spatial data-analysis and visualization, statistical tools, and empirical modelling, we identify trends in the distribution of wheat stem rust (Sr), stripe rust (Yr) and leaf rust (Lr). Results show very high infection levels (mean incidence for Yr: 44%; Sr: 34%; Lr: 18%). These recurrent rust outbreaks lead to substantial economic losses, which we estimate to be of the order of 10s of millions of US-D annually. On the widely adopted wheat variety, Digalu, there is a marked increase in disease prevalence following the incursion of new rust races into Ethiopia, which indicates a pronounced boom-and-bust cycle of major gene resistance. Using spatial analyses, we identify hotspots of disease risk for all three rusts, show a linear correlation between altitude and disease prevalence, and find a pronounced north-south trend in stem rust prevalence. Temporal analyses show a sigmoidal increase in disease levels during the wheat season and strong inter-annual variations. While a simple logistic curve performs satisfactorily in predicting stem rust in some years, it cannot account for the complex outbreak patterns in other years and fails to predict the occurrence of stripe and leaf rust. The empirical insights into wheat rust epidemiology in Ethiopia presented here provide a basis for improving future surveillance and to inform the development of mechanistic models to predict disease spread.
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Pulmonary ischaemia without pulmonary arterial thrombus in COVID-19 patients receiving extracorporeal membrane oxygenation: a cohort study. Clin Radiol 2020; 75:795.e1-795.e5. [PMID: 32778329 PMCID: PMC7368894 DOI: 10.1016/j.crad.2020.07.006] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2020] [Accepted: 07/13/2020] [Indexed: 01/19/2023]
Abstract
AIM To evaluate the incidence of pulmonary ischaemia in COVID-19 patients on extracorporeal membrane oxygenation (ECMO), and its correlation with pulmonary artery thrombosis. MATERIALS AND METHODS Computed tomography (CT) thorax of all patients receiving ECMO with proven COVID-19 pneumonitis between March and May 2020 were analysed for the presence and extension of pulmonary thromboembolic disease. RESULTS Fifty-one patients were reviewed. The mean (range) age of 45 (26–66) years; 38/51 (74.5%) were men. All patients had severe COVID-19 pneumonitis, and 18/51 (35.3%) had macroscopic thrombosis (15 with associated ischaemia); however, 13/51 (25.5%) patients had ischaemia without associated thrombus. CONCLUSION The majority of patients with COVID-19 who received ECMO had areas of ischaemia within consolidated lungs, almost half of these without subtending pulmonary artery thrombosis. Although the prognostic significance of these findings is unclear, they are highly suggestive of lung ischaemia due to isolated microvascular immune thrombosis. High incidence of pulmonary artery thrombosis in COVID-19 ECMO patients. Lung ischaemia seen in patients with and without visible pulmonary artery thrombus. Ischaemia with no visible thrombus suggest microvascular thrombosis.
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Maize lethal necrosis (MLN): Efforts toward containing the spread and impact of a devastating transboundary disease in sub-Saharan Africa. Virus Res 2020; 282:197943. [PMID: 32205142 PMCID: PMC7221342 DOI: 10.1016/j.virusres.2020.197943] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 03/12/2020] [Accepted: 03/19/2020] [Indexed: 11/27/2022]
Abstract
Maize lethal necrosis (MLN), a complex viral disease, emerged as a serious threat to maize production and the livelihoods of smallholders in eastern Africa since 2011, primarily due to the introduction of maize chlorotic mottle virus (MCMV). The International Maize and Wheat Improvement Center (CIMMYT), in close partnership with national and international partners, implemented a multi-disciplinary and multi-institutional strategy to curb the spread of MLN in sub-Saharan Africa, and mitigate the impact of the disease. The strategy revolved around a) intensive germplasm screening and fast-tracked development and deployment of MLN-tolerant/resistant maize hybrids in Africa-adapted genetic backgrounds; b) optimizing the diagnostic protocols for MLN-causing viruses, especially MCMV, and capacity building of relevant public and private sector institutions on MLN diagnostics and management; c) MLN monitoring and surveillance across sub-Saharan Africa in collaboration with national plant protection organizations (NPPOs); d) partnership with the private seed sector for production and exchange of MLN pathogen-free commercial maize seed; and e) awareness creation among relevant stakeholders about MLN management, including engagement with policy makers. The review concludes by highlighting the need to keep continuous vigil against MLN-causing viruses, and preventing any further spread of the disease to the major maize-growing countries that have not yet reported MLN in sub-Saharan Africa.
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Genetic Divergence and Diversity in Himalayan Puccinia striiformis Populations from Bhutan, Nepal, and Pakistan. PHYTOPATHOLOGY 2019; 109:1793-1800. [PMID: 31179857 DOI: 10.1094/phyto-01-19-0031-r] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The western Himalayan region in Pakistan has been shown to be the center of diversity of Puccinia striiformis; however, little is known about its genetic relations with the eastern part of the Himalayas. We studied the genetic structure of P. striiformis from Nepal (35 isolates) and Bhutan (31 isolates) in comparison with 81 Pakistani samples collected during 2015 and 2016, through microsatellite genotyping. Genetic analyses revealed a recombinant and highly diverse population structure in Pakistan, Bhutan, and Nepal. A high level of genotypic diversity (>0.90) was observed for the three countries of Pakistan (0.96), Bhutan (0.96), and Nepal (0.91) with the detection of 108 distinct multilocus genotypes (MLGs) in the overall population; 59 for Pakistan, 27 for Bhutan, and 26 for Nepal. Mean number of alleles per locus and gene diversity were higher in Nepal (3.19 and 0.458, respectively) than Bhutan (3.12 and 0.458, respectively). A nonsignificant difference between the observed and the expected heterozygosity in all populations further confirmed the recombinant structure. A clear population subdivision between the Himalayan region of Nepal, Bhutan, and Pakistan was evident, as revealed by FST values (ranging between 0.111 to 0.198), discriminant analysis of principal components, and resampling of MLGs. Limited gene flow could be present between Nepal and Bhutan, while the population from Pakistan was clearly distinct, and no divergence was present between two populations from Pakistan (Bajaur and Malakand). The overall high diversity and recombination signature suggested the potential role of recombination in the eastern Himalayan region (Nepal and Bhutan), which needs to be considered during host resistance deployment and in the context of aerial dispersal of the pathogen. Further surveillance should be made in the Himalayan region for disease management in the region and in the context of worldwide invasions.
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SUN-103 A Direct Comparison Of Metabolic Responses To Nad Repletion In C57bl/6j And C57bl/6n Diet-induced Obesity Mouse Models. J Endocr Soc 2019. [PMCID: PMC6553026 DOI: 10.1210/js.2019-sun-103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Background and Aim:Supplementation with precursors of nicotinamide adenine dinucleotide (NAD) such as nicotinamide riboside (NR) was shown to be beneficial in preventing high fat diet- or age-induced metabolic dysfunction in mice. However, initial human studies investigating NR supplementation have shown little metabolic benefit in the mildly obese or elderly. A reason for lack of NR effects could be the use of mouse strains with underlying dysfunction such as being deficient in the mitochondrial NADPH generating nicotinamide nucleotide transhydrogenase (Nnt), as seen in C57BL/6J mice commonly used for NR studies. Here, we evaluated NR effectson whole-body energy metabolism and mitochondrial function in C57BL/6J and C57BL/6N, a strain with functional Nnt. Methods: Mice were fed a high fat diet (HFD, 60% fat) or standard chow ± supplementation of 3g/l NR in the drinking water for 8 weeks. Metabolic phenotype was determined by assessing body and organ weight, glucose tolerance, indirect calorimetry and measuring high resolution mitochondrial O2 flux in liver, skeletal muscle and heart. Results: Both strains developed mild obesity and impaired glucose tolerance. NR supplementation had a positive effect on fasting blood glucose and on energy expenditure of C57BL/6N mice on HFD, with lower overall energy expenditure than C57BL/6J mice. In both chow and HFD-fed C57BL/6J, not C57BL/6N mice, NR influenced substrate usage as determined by respiratory exchange ratio. Mitochondrial non-coupled O2 flux (1.4-fold, p<0.01, n=5) and citrate synthase activity (1.3-fold, p<0.05, n=7) were increased by NR supplementation specifically in heart muscle fibers of C57BL/6N, but not C57BL/6J mice on HFD. No significant effect on mitochondrial function was detected in the other tissues. Heart oxidative stress markers 4-hydroxynonenal and expression of NADPH oxidase 4 were significantly suppressed by NR only in C57BL/6N mice. The suppression of oxidative stress markers in C57BL/6N was associated with 2-fold upregulation of Nnt protein (p<0.01, n=5). Conclusion: NR can support mitochondrial function in diet-induced obesity, but its effect is influenced by mouse strain, possibly related to oxidative stress and Nnt function, in which augmenting NAD availability in the context of oxidative stress could be beneficial for the heart.The authors declare that there is no conflict of interest. AG, DMC, LO, RSF, YME, DN, DJH, DPL, CLD, CL, KK, GGL.This project was funded by the European Union H2020 grant EXNADMINA 705869 (AG and GGL), Wellcome Trust Senior Research Fellowship (GGL), University of Birmingham Research Development Award (AG) and Society for Endocrinology Early Career Grant (AG).
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Wheat Rust Surveillance: Field Disease Scoring and Sample Collection for Phenotyping and Molecular Genotyping. Methods Mol Biol 2017; 1659:3-11. [PMID: 28856636 DOI: 10.1007/978-1-4939-7249-4_1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Long-distance migration capacity, emergence of invasive lineages, and variability in adaptation to a wide range of climatic conditions make wheat rusts the most important threat to wheat production worldwide. Efficient and coordinated efforts are required for surveillance of the pathogen population at different geographical levels to enable tracking of rust pathogen populations at local, regional, continental, and ultimately worldwide scale. Here we describe a standard procedure for rust surveillance to enable comparison across various research groups for a final compilation. The procedure described would enable tracking of disease severity, field level expression of host resistance, and collection of samples for further virulence phenotyping and molecular genotyping.
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Kenyan Isolates of Puccinia graminis f. sp. tritici from 2008 to 2014: Virulence to SrTmp in the Ug99 Race Group and Implications for Breeding Programs. PHYTOPATHOLOGY 2016; 100:986-96. [PMID: 27019064 DOI: 10.1094/phyto-12-09-0349] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Frequent emergence of new variants in the Puccinia graminis f. sp. tritici Ug99 race group in Kenya has made pathogen survey a priority. We analyzed 140 isolates from 78 P. graminis f. sp. tritici samples collected in Kenya between 2008 and 2014 and identified six races, including three not detected prior to 2013. Genotypic analysis of 20 isolates from 2013 and 2014 collections showed that the new races TTHST, TTKTK, and TTKTT belong to the Ug99 race group. International advanced breeding lines were evaluated against an isolate of TTKTT (Sr31, Sr24, and SrTmp virulence) at the seedling stage. From 169 advanced lines from Kenya, 23% of lines with resistance to races TTKSK and TTKST were susceptible to TTKTT and, from two North American regional nurseries, 44 and 91% of resistant lines were susceptible. Three lines with combined resistance genes were developed to facilitate pathogen monitoring and race identification. These results indicate the increasing virulence and variability in the Kenyan P. graminis f. sp. tritici population and reveal vulnerabilities of elite germplasm to new races.
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Kenyan Isolates of Puccinia graminis f. sp. tritici from 2008 to 2014: Virulence to SrTmp in the Ug99 Race Group and Implications for Breeding Programs. PHYTOPATHOLOGY 2016; 106:729-36. [PMID: 27019064 DOI: 10.1094/phyto-12-15-0337-r] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Frequent emergence of new variants in the Puccinia graminis f. sp. tritici Ug99 race group in Kenya has made pathogen survey a priority. We analyzed 140 isolates from 78 P. graminis f. sp. tritici samples collected in Kenya between 2008 and 2014 and identified six races, including three not detected prior to 2013. Genotypic analysis of 20 isolates from 2013 and 2014 collections showed that the new races TTHST, TTKTK, and TTKTT belong to the Ug99 race group. International advanced breeding lines were evaluated against an isolate of TTKTT (Sr31, Sr24, and SrTmp virulence) at the seedling stage. From 169 advanced lines from Kenya, 23% of lines with resistance to races TTKSK and TTKST were susceptible to TTKTT and, from two North American regional nurseries, 44 and 91% of resistant lines were susceptible. Three lines with combined resistance genes were developed to facilitate pathogen monitoring and race identification. These results indicate the increasing virulence and variability in the Kenyan P. graminis f. sp. tritici population and reveal vulnerabilities of elite germplasm to new races.
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Kenyan Isolates of Puccinia graminis f. sp. tritici from 2008 to 2014: Virulence to SrTmp in the Ug99 Race Group and Implications for Breeding Programs. PHYTOPATHOLOGY 2016. [PMID: 27019064 DOI: 10.1094/pdis-08-15-0938-pdn] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Frequent emergence of new variants in the Puccinia graminis f. sp. tritici Ug99 race group in Kenya has made pathogen survey a priority. We analyzed 140 isolates from 78 P. graminis f. sp. tritici samples collected in Kenya between 2008 and 2014 and identified six races, including three not detected prior to 2013. Genotypic analysis of 20 isolates from 2013 and 2014 collections showed that the new races TTHST, TTKTK, and TTKTT belong to the Ug99 race group. International advanced breeding lines were evaluated against an isolate of TTKTT (Sr31, Sr24, and SrTmp virulence) at the seedling stage. From 169 advanced lines from Kenya, 23% of lines with resistance to races TTKSK and TTKST were susceptible to TTKTT and, from two North American regional nurseries, 44 and 91% of resistant lines were susceptible. Three lines with combined resistance genes were developed to facilitate pathogen monitoring and race identification. These results indicate the increasing virulence and variability in the Kenyan P. graminis f. sp. tritici population and reveal vulnerabilities of elite germplasm to new races.
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Effects of exercise intensity on clot microstructure and mechanical properties in healthy individuals. Thromb Res 2016; 143:130-6. [DOI: 10.1016/j.thromres.2016.05.018] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2016] [Revised: 05/11/2016] [Accepted: 05/18/2016] [Indexed: 11/30/2022]
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Kenyan Isolates of Puccinia graminis f. sp. tritici from 2008 to 2014: Virulence to SrTmp in the Ug99 Race Group and Implications for Breeding Programs. PHYTOPATHOLOGY 2016; 106:729-736. [PMID: 27019064 DOI: 10.1094/pdis-06-15-0668-pdn] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
Abstract
Frequent emergence of new variants in the Puccinia graminis f. sp. tritici Ug99 race group in Kenya has made pathogen survey a priority. We analyzed 140 isolates from 78 P. graminis f. sp. tritici samples collected in Kenya between 2008 and 2014 and identified six races, including three not detected prior to 2013. Genotypic analysis of 20 isolates from 2013 and 2014 collections showed that the new races TTHST, TTKTK, and TTKTT belong to the Ug99 race group. International advanced breeding lines were evaluated against an isolate of TTKTT (Sr31, Sr24, and SrTmp virulence) at the seedling stage. From 169 advanced lines from Kenya, 23% of lines with resistance to races TTKSK and TTKST were susceptible to TTKTT and, from two North American regional nurseries, 44 and 91% of resistant lines were susceptible. Three lines with combined resistance genes were developed to facilitate pathogen monitoring and race identification. These results indicate the increasing virulence and variability in the Kenyan P. graminis f. sp. tritici population and reveal vulnerabilities of elite germplasm to new races.
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Phenotypic and Genotypic Characterization of Race TKTTF of Puccinia graminis f. sp. tritici that Caused a Wheat Stem Rust Epidemic in Southern Ethiopia in 2013-14. PHYTOPATHOLOGY 2015; 105:917-28. [PMID: 25775107 DOI: 10.1094/phyto-11-14-0302-fi] [Citation(s) in RCA: 99] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
A severe stem rust epidemic occurred in southern Ethiopia during November 2013 to January 2014, with yield losses close to 100% on the most widely grown wheat cultivar, 'Digalu'. Sixty-four stem rust samples collected from the regions were analyzed. A meteorological model for airborne spore dispersal was used to identify which regions were most likely to have been infected from postulated sites of initial infection. Based on the analyses of 106 single-pustule isolates derived from these samples, four races of Puccinia graminis f. sp. tritici were identified: TKTTF, TTKSK, RRTTF, and JRCQC. Race TKTTF was found to be the primary cause of the epidemic in the southeastern zones of Bale and Arsi. Isolates of race TKTTF were first identified in samples collected in early October 2013 from West Arsi. It was the sole or predominant race in 31 samples collected from Bale and Arsi zones after the stem rust epidemic was established. Race TTKSK was recovered from 15 samples from Bale and Arsi zones at low frequencies. Genotyping indicated that isolates of race TKTTF belongs to a genetic lineage that is different from the Ug99 race group and is composed of two distinct genetic types. Results from evaluation of selected germplasm indicated that some cultivars and breeding lines resistant to the Ug99 race group are susceptible to race TKTTF. Appearance of race TKTTF and the ensuing epidemic underlines the continuing threats and challenges posed by stem rust not only in East Africa but also to wider-scale wheat production.
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Head and Neck Squamous Cell Carcinoma of Unknown Primary: Is There a Better Treatment? Int J Radiat Oncol Biol Phys 2014. [DOI: 10.1016/j.ijrobp.2014.05.1720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
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Knowing your neighbors. A brief overview of Fort Jackson, and its behavioral health services. SOUTH CAROLINA NURSE (COLUMBIA, S.C. : 1994) 2013; 20:7. [PMID: 24218720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
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Distribution, frequency and occurrence of cereal nematodes on the Central Anatolian Plateau in Turkey and their relationship with soil physicochemical properties. NEMATOLOGY 2012. [DOI: 10.1163/156854112x631926] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The distribution of important plant-parasitic and free-living nematodes in the cereal production areas of the Central Anatolian Plateau (CAP) of Turkey was investigated with systematic surveys. Two important plant-parasitic nematode groups were found widely distributed; cereal-cyst nematodes (78.3%) and root-lesion nematodes (42.6%). Cereal cyst nematodes (CCN) were identified as Heterodera filipjevi in 18 provinces. Heterodera latipons was found in only one province. Pratylenchus thornei and P. neglectus were the most widely distributed species of root-lesion nematodes. Other frequently recorded plant-parasitic nematodes belonged to the genera Geocenamus (52.4%), Pratylenchoides (35.6%), Helicotylenchus (29.7%) and Paratylenchus (19.2%). Konya on the southern CAP had a significantly high incidence of P. neglectus as well as free-living nematodes. The incidence of CCN was greatest in areas of sandy soils on the CAP, with densities of up to 95 cysts (100 g soil)−1. Population densities of Geocenamus, Pratylenchus and Pratylenchoides were high in some locations. Soil physicochemical properties were investigated for their relationship to nematode distribution. There was a slight positive correlation of P. thornei and clay content; conversely, there was a significant negative correlation of P. neglectus with clay and a positive correlation with sand. Electrical conductivity (EC) was positively correlated with P. neglectus. Nematodes in the genera Helicotylenchus, Paratylenchus, Trophurus and Tylenchorhynchus were only recorded at low population densities in the sampled area. By contrast, nematodes in the genera Aphelenchus, Aphelenchoides, Ditylenchus, Dorylaimus, Tylenchus and bacterivorous genera had relatively high populations. Total free-living nematodes were positively correlated with EC and zinc (Zn) concentration. The Zn content of soil was generally at a level deficient for plant growth.
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International Agricultural Research Tackling the Effects of Global and Climate Changes on Plant Diseases in the Developing World. PLANT DISEASE 2011; 95:1204-1216. [PMID: 30731699 DOI: 10.1094/pdis-04-11-0316] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
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Detection of Variants of Wheat Stem Rust Race Ug99 (Puccinia graminis f. sp. tritici) in Zimbabwe and Mozambique. PLANT DISEASE 2011; 95:1188. [PMID: 30732036 DOI: 10.1094/pdis-04-11-0300] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The migration of Ug99 variants of Puccinia graminis f. sp. tritici is of concern to global wheat production (1). Seven races have been characterized in the Ug99 lineage (3), three of which occur in South Africa (4). During surveys of wheat fields for Ug99 in Zimbabwe and Mozambique in August and September 2010, high stem rust severities were found at Chiredzi, Chisumbanje, and Birchenough in Zimbabwe and at Rotanda in Mozambique. Stem rust was widespread in the lowlands (<800 m above sea level) of Zimbabwe and trace amounts were present in the mid-altitude areas. In Mozambique, stem rust was only observed at Rotanda (sample Moz1001). Collections from Chiredzi (samples Zim1004 and Zim1005), Chisumbanje (Zim1006), and Birchenough (Zim1009 and Zim1010) yielded viable urediniospores for infection studies. According to race analysis conducted on seedlings of the North American stem rust differential set (2) in a greenhouse at 18 to 25°C, Zim1005 and Zim1006 were typed as PTKST and Zim1004 and Zim1009 as TTKSF. Both TTKSF and PTKST were detected in the Zim1010 sample. Race analysis experiments were conducted three times. Urediniospores of isolate Moz1001 were not viable in infection studies, but yielded fungal DNA for simple sequence repeat (SSR) analysis. Using eight selected SSR primer combinations (4), all six isolates clustered within the Ug99 lineage. Isolates Zim1005, Zim1006, Zim1009, Zim1010, and Moz1001 and the stem rust control races TTKSF, TTKSK, and PTKST grouped into two main clusters, with Zim1009 and Zim1010 clustering together and sharing 88% similarity with the rest of the isolates. Zim1005 and Zim1006 were identical to TTKSF and TTKSK, respectively. Zim1004 shared 96% genetic similarity with the TTKSP control, with these two sharing 74% genetic similarity with the remaining isolates. The SSR data correlated with the infection data, except for Zim1004, which was typed as TTKSF but clustered close to TTKSP. Wheat cvs. SC Nduna, SC Shine, SC Stallion, SC Smart, Kana, Insiza, and Dande are predominant in Zimbabwe. Cv. SC Stallion and other unidentified cultivars were susceptible to P. graminis f. sp. tritici in the field in Zimbabwe. In Mozambique, the tall, local cv. Sitsonko was susceptible to P. graminis f. sp. tritici but no infections were observed on SC Nduna or SC Shine. The similarity in P. graminis f. sp. tritici races in Zimbabwe, South Africa, and Mozambique suggests that inoculum is exchanged within the region and explains the detection of race PTKST in South Africa in 2009. Trajectory models showed winds originating at Birchenough in October 2009, where stem rust was observed, passing directly over KwaZulu-Natal, South Africa within 48 to 72 h. Race PTKST was confirmed from collections in KwaZulu-Natal in November 2009 (4). The confirmation of Sr31 virulence in race PTKST in Zimbabwe is important because it provides new geographical records for an Ug99-related race and puts Southern African cultivars with 1B.1R resistance at risk. References: (1) D. Hodson. Euphytica 179:93, 2011. (2) Y. Jin et al. Plant Dis. 92:923, 2008. (3) R. F. Park et al. Euphytica 179:109, 2011. (4) B. Visser et al. Euphytica 179:119, 2011.
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Root and Crown Rot Fungi Associated with Spring, Facultative, and Winter Wheat in Turkey. PLANT DISEASE 2008; 92:1299-1306. [PMID: 30769454 DOI: 10.1094/pdis-92-9-1299] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The objective of this study was to determine the distribution frequency of the fungi associated with wheat (Triticum aestivum) crowns and roots in cereal producing areas of Turkey through a targeted survey of 518 commercial fields over a 2-year period. More than 26% of the fields had one or more of the fungal species commonly reported as part of the dryland root rot complex, Fusarium culmorum (14%) > Bipolaris sorokiniana (10%) > F. pseudograminearum (2%). The fungi considered to be part of the high rainfall root rot complex were found at very low frequencies: 2% for Gaeumannomyces graminis and 3% for Pythium spp. Species of Rhizoctonia were found in 22% of the fields. Several Fusarium species considered to be less or nonpathogenic to cereals were also found in high frequencies at 11% (F. oxysporum, F. chlamydosporum), 10% (F. sporotrichioides), and 8% (F. avenaceum and F. solani). The mostly random distribution of cereal root-rotting species across the survey area suggests the fungi are not distributed in any distinct agroecological relationship. As a result, the relative economic importance of a given species on wheat will be determined by a number of factors, such as their fungal pathogenicity, host susceptibility/tolerance, and the seasonal conditions. Results from this study suggest that there are a wide range of fungal species associated with root and crown tissues of wheat.
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Adaptive remodelling of the distal thoracic limb bones of a canine athlete. Comp Biochem Physiol A Mol Integr Physiol 2008. [DOI: 10.1016/j.cbpa.2008.04.131] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Climate change: Can wheat beat the heat? AGRICULTURE, ECOSYSTEMS & ENVIRONMENT 2008; 126:46-58. [PMID: 0 DOI: 10.1016/j.agee.2008.01.019] [Citation(s) in RCA: 134] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
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Delivering the Goods: Scaling out Results of Natural Resource Management Research. ACTA ACUST UNITED AC 2002. [DOI: 10.5751/es-00294-050219] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
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The strain difference in the effect of mercuric chloride on antigen-triggered serotonin release from rat mast cells is not mediated via interferon-gamma. Immunol Suppl 1996; 89:463-7. [PMID: 8958063 PMCID: PMC1456562 DOI: 10.1046/j.1365-2567.1996.d01-757.x] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Previous work has shown that in vitro exposure of Brown-Norway (BN) rat peritoneal mast cells to mercuric chloride (HgCl2) causes enhancement of subsequent mediator release induced by cross-linking of surface immunoglobulin E (IgE). This enhancing effect is seen significantly less often with peritoneal cells from Lewis rats. In addition HgCl2 has been shown to suppress interferon (IFN)-gamma production by BN but not Lewis splenocytes. Given that IFN-gamma is known to inhibit mediator release by mast cells, we hypothesized that the strain difference in the effect of HgCl2 on mediator release was mediated via a differential effect on IFN-gamma release from T cells in the mixed peritoneal cell population: IFN-gamma release would be suppressed in the case of the BN rat, releasing the mast cells from inhibition and resulting in the enhancing effect of HgCl2. The aim of the study was to test two predictions of this hypothesis. Exposure of BN rat mast cells to IFN-gamma inhibited subsequent antigen-induced mediator release but did not significantly reduce HgCl2-mediated enhancement of this release. Exposure of Lewis rat mast cells to blocking concentrations of anti-IFN-gamma did not reveal any HgCl2-mediated enhancement of mediator release. These observations provide strong evidence against the hypothesis that the differential effects of HgCl2 on BN and Lewis rat mast cells are mediated via IFN-gamma. In addition the results revealed that BN rat mast cells are significantly more sensitive than Lewis rat mast cells to the inhibitory effects of IFN-gamma on antigen-induced mediator release.
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NHS funds for fundholders and non-fundholders Cost calculations are incorrect. West J Med 1994. [DOI: 10.1136/bmj.309.6959.956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Distribution of NHS funds between fundholding and non-fundholding practices. BMJ (CLINICAL RESEARCH ED.) 1994; 309:30-4. [PMID: 7832840 PMCID: PMC2542615 DOI: 10.1136/bmj.309.6946.30] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
OBJECTIVES To estimate the amount spent on specific hospital care by health agencies in 1993-4 and compare it with the resources allocated to patients registered with fundholding practices for the same type of care. To investigate whether fundholding practices and health agencies pay different amounts for inpatient care. DESIGN Examination of hospital episode statistics, 1991 census data, and family health services authority and health agency records. SETTING Health agencies and fundholding practices in the former North West Thames Regional Health Authority. MAIN OUTCOME MEASURES Amount per capita allocated to inpatient and outpatient care for patients registered with fundholding and non-fundholding practices. Average specialty cost per finished consultant episode for health agencies and fundholding practices. RESULTS The ratio of per capita funding for patients in non-fundholding practices to those in fundholding practices ranged from 59% to 87% for inpatient and day case care and from 36% to 106% for outpatient care. Average specialty costs per episode were similar for fundholding practices and health agencies. CONCLUSIONS Fundholding practices seem to have been funded more generously than non-fundholding practices in North West Thames.
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Diazoketones from the interaction of diazoalkanes with carboxylic acid–dicyclohexylcarbodi-imide mixtures. ACTA ACUST UNITED AC 1970. [DOI: 10.1039/j39700000971] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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α-Diazosulphones and related compounds from the base-induced cleavage of α-diazo-β-ketosulphones. ACTA ACUST UNITED AC 1968. [DOI: 10.1039/j39680002201] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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