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Authors = I. Hibbert

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20 pages, 3537 KiB  
Article
Predicting Proteolysis in Complex Proteomes Using Deep Learning
by Matiss Ozols, Alexander Eckersley, Christopher I. Platt, Callum Stewart-McGuinness, Sarah A. Hibbert, Jerico Revote, Fuyi Li, Christopher E. M. Griffiths, Rachel E. B. Watson, Jiangning Song, Mike Bell and Michael J. Sherratt
Int. J. Mol. Sci. 2021, 22(6), 3071; https://doi.org/10.3390/ijms22063071 - 17 Mar 2021
Cited by 16 | Viewed by 6501
Abstract
Both protease- and reactive oxygen species (ROS)-mediated proteolysis are thought to be key effectors of tissue remodeling. We have previously shown that comparison of amino acid composition can predict the differential susceptibilities of proteins to photo-oxidation. However, predicting protein susceptibility to endogenous proteases [...] Read more.
Both protease- and reactive oxygen species (ROS)-mediated proteolysis are thought to be key effectors of tissue remodeling. We have previously shown that comparison of amino acid composition can predict the differential susceptibilities of proteins to photo-oxidation. However, predicting protein susceptibility to endogenous proteases remains challenging. Here, we aim to develop bioinformatics tools to (i) predict cleavage site locations (and hence putative protein susceptibilities) and (ii) compare the predicted vulnerabilities of skin proteins to protease- and ROS-mediated proteolysis. The first goal of this study was to experimentally evaluate the ability of existing protease cleavage site prediction models (PROSPER and DeepCleave) to identify experimentally determined MMP9 cleavage sites in two purified proteins and in a complex human dermal fibroblast-derived extracellular matrix (ECM) proteome. We subsequently developed deep bidirectional recurrent neural network (BRNN) models to predict cleavage sites for 14 tissue proteases. The predictions of the new models were tested against experimental datasets and combined with amino acid composition analysis (to predict ultraviolet radiation (UVR)/ROS susceptibility) in a new web app: the Manchester proteome susceptibility calculator (MPSC). The BRNN models performed better in predicting cleavage sites in native dermal ECM proteins than existing models (DeepCleave and PROSPER), and application of MPSC to the skin proteome suggests that: compared with the elastic fiber network, fibrillar collagens may be susceptible primarily to protease-mediated proteolysis. We also identify additional putative targets of oxidative damage (dermatopontin, fibulins and defensins) and protease action (laminins and nidogen). MPSC has the potential to identify potential targets of proteolysis in disparate tissues and disease states. Full article
(This article belongs to the Special Issue Proteolysis of Extracellular Matrix in Human Disease)
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4 pages, 654 KiB  
Case Report
PD-1 Inhibition in Malignant Melanoma and Lack of Clinical Response in Chronic Lymphocytic Leukemia in the Same Patients: A Case Series
by I. Landego, D. Hewitt, I. Hibbert, D. Dhaliwal, W. Pieterse, D. Grenier, R. Wong, J. Johnston and V. Banerji
Curr. Oncol. 2020, 27(3), 169-172; https://doi.org/10.3747/co.27.5371 - 1 Jun 2020
Cited by 6 | Viewed by 977
Abstract
Chronic lymphocytic leukemia (cll) is the most common adult leukemia in the Western world. Unfortunately, affected patients are often immunosuppressed and at increased risk of infection and secondary malignancy. Previous meta-analysis has found that patients with cll have a risk of [...] Read more.
Chronic lymphocytic leukemia (cll) is the most common adult leukemia in the Western world. Unfortunately, affected patients are often immunosuppressed and at increased risk of infection and secondary malignancy. Previous meta-analysis has found that patients with cll have a risk of melanoma that is increased by a factor of 4 compared with the general population. Recent advances in the understanding of the PD receptor pathway have led to immunotherapies that target cancer cells. The use of PD-1 inhibitors is now considered first-line treatment for BRAF wild-type metastatic melanoma. Interestingly, early preclinical data suggest that inhibition of that pathway could also be used in the treatment of cll; however, recent clinical data did not support the effectiveness of that approach. In this case series, we highlight 2 cases in which patients with cll and concurrent malignant melanoma underwent treatment with PD-1 inhibitors and were found to experience reductions in their white blood cell counts without improvement in their hemoglobin. Those cases further illustrate that treatment of cll with PD-1 inhibitors is ineffective. Full article
8 pages, 695 KiB  
Article
Descriptive Analysis of Dosing and Outcomes for Patients with Ibrutinib-Treated Relapsed or Refractory Chronic Lymphocytic Leukemia in a Canadian Centre
by K. Uminski, K. Brown, O. Bucher, I. Hibbert, D.H. Dhaliwal, J.B. Johnston, M. Geirnaert, D.E. Dawe and V. Banerji
Curr. Oncol. 2019, 26(5), 610-617; https://doi.org/10.3747/co.26.4957 - 1 Oct 2019
Cited by 11 | Viewed by 1166
Abstract
Background: Ibrutinib is an approved treatment for relapsed or refractory chronic lymphocytic leukemia (CLL) and small lymphocytic lymphoma (SLL). The effect of ibrutinib dose reduction compared with discontinuation in a population-based setting is unclear. Methods: To examine the patterns [...] Read more.
Background: Ibrutinib is an approved treatment for relapsed or refractory chronic lymphocytic leukemia (CLL) and small lymphocytic lymphoma (SLL). The effect of ibrutinib dose reduction compared with discontinuation in a population-based setting is unclear. Methods: To examine the patterns of ibrutinib use in a Canadian population-based setting, we analyzed a retrospective cohort of patients with relapsed or refractory CLL or SLL treated with ibrutinib. Results: The 64 patients diagnosed with cll or sll had a median age of 76.5 years. Most had unmutated ighv (immunoglobulin variable heavy chain). A hematologic response occurred in 39 patients regardless of the ibrutinib dose. The most common toxicities were infection, bruising or bleeding, and musculoskeletal problems, with a median time to first toxicity of 14 days. More than half the cohort experienced a dose reduction, with musculoskeletal problems, cytopenias, and infection being the leading causes; surgery was the most frequent indication for holding treatment. Only 26 of the 64 patients (40.6%) stayed on the recommended maximal dose of ibrutinib. No differences in reported toxicities or hematologic response rates were evident between the patients receiving maximal and submaximal therapy. At the end of the study period, 53 patients from the initial cohort remained on ibrutinib. Conclusions: More than half the study patients received ibrutinib therapy at a submaximal dose without evidence of increased frequency of toxicities or disease progression. The rate of ibrutinib discontinuation was lower in our cohort than has been reported in other settings. Submaximal ibrutinib dosing will have to be further systematically evaluated. Full article
26 pages, 1800 KiB  
Article
Modular Synthesis and Biological Investigation of 5-Hydroxymethyl Dibenzyl Butyrolactones and Related Lignans
by Samuel J. Davidson, Lisa I. Pilkington, Nina C. Dempsey-Hibbert, Mohamed El-Mohtadi, Shiying Tang, Thomas Wainwright, Kathryn A. Whitehead and David Barker
Molecules 2018, 23(12), 3057; https://doi.org/10.3390/molecules23123057 - 22 Nov 2018
Cited by 12 | Viewed by 5138
Abstract
Dibenzyl butyrolactone lignans are well known for their excellent biological properties, particularly for their notable anti-proliferative activities. Herein we report a novel, efficient, convergent synthesis of dibenzyl butyrolactone lignans utilizing the acyl-Claisen rearrangement to stereoselectively prepare a key intermediate. The reported synthetic route [...] Read more.
Dibenzyl butyrolactone lignans are well known for their excellent biological properties, particularly for their notable anti-proliferative activities. Herein we report a novel, efficient, convergent synthesis of dibenzyl butyrolactone lignans utilizing the acyl-Claisen rearrangement to stereoselectively prepare a key intermediate. The reported synthetic route enables the modification of these lignans to give rise to 5-hydroxymethyl derivatives of these lignans. The biological activities of these analogues were assessed, with derivatives showing an excellent cytotoxic profile which resulted in programmed cell death of Jurkat T-leukemia cells with less than 2% of the incubated cells entering a necrotic cell death pathway. Full article
(This article belongs to the Special Issue Lignans)
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8 pages, 1000 KiB  
Article
An Investigation of the Antioxidant Capacity in Extracts from Moringa oleifera Plants Grown in Jamaica
by Racquel J. Wright, Ken S. Lee, Hyacinth I. Hyacinth, Jacqueline M. Hibbert, Marvin E. Reid, Andrew O. Wheatley and Helen N. Asemota
Plants 2017, 6(4), 48; https://doi.org/10.3390/plants6040048 - 23 Oct 2017
Cited by 44 | Viewed by 10083
Abstract
Moringa oleifera trees grow well in Jamaica and their parts are popularly used locally for various purposes and ailments. Antioxidant activities in Moringa oleifera samples from different parts of the world have different ranges. This study was initiated to determine the antioxidant activity [...] Read more.
Moringa oleifera trees grow well in Jamaica and their parts are popularly used locally for various purposes and ailments. Antioxidant activities in Moringa oleifera samples from different parts of the world have different ranges. This study was initiated to determine the antioxidant activity of Moringa oleifera grown in Jamaica. Dried and milled Moringa oleifera leaves were extracted with ethanol/water (4:1) followed by a series of liquid–liquid extractions. The antioxidant capacities of all fractions were tested using a 2,2-diphenyl-1-picrylhydrazyl (DPPH) assay. IC50 values (the amount of antioxidant needed to reduce 50% of DPPH) were then determined and values for the extracts ranged from 177 to 4458 μg/mL. Extracts prepared using polar solvents had significantly higher antioxidant capacities than others and may have clinical applications in any disease characterized by a chronic state of oxidative stress, such as sickle cell anemia. Further work will involve the assessment of these extracts in a sickle cell model of oxidative stress. Full article
(This article belongs to the Special Issue Medicinal Plants and Natural Product Research)
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