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1.
IEEE Open J Eng Med Biol ; 3: 86-95, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35813488

RESUMO

Chimeric antigen receptor (CAR)-T cell therapy is efficacious against many haematological malignancies, but challenges remain when using this cellular immunotherapy for treating solid tumours. Classical 2D in vitro models fail to recapitulate the complexity of the tumour microenvironment, whilst in vivo models, such as patient-derived xenografts, are costly and labour intensive. Microfluidic technologies can provide miniaturized solutions to assess CAR-T therapies in 3D complex preclinical models of solid tumours. Here, we present a novel microfluidic immunoassay for the evaluation of CAR-T cell cytotoxicity and targeting specificity on 3D spheroids containing cancer cells and stromal cells. Monitoring the interaction between CAR-T cells and spheroid co-cultures, we show that CAR-T cells home towards target-expressing cancer cells and elicit a cytotoxic effect. Testing CAR-T cells in combination therapies, we show that CAR-T cell cytotoxicity is enhanced with anti-PD-L1 therapy and carboplatin chemotherapy. We propose this proof-of-concept microfluidic immunoassay as a material-saving, pre-clinical screening tool for quantification of cell therapy efficacy.

2.
Sci Rep ; 11(1): 4565, 2021 02 25.
Artigo em Inglês | MEDLINE | ID: mdl-33633172

RESUMO

Alterations in the human microbiome have been observed in a variety of conditions such as asthma, gingivitis, dermatitis and cancer, and much remains to be learned about the links between the microbiome and human health. The fusion of artificial intelligence with rich microbiome datasets can offer an improved understanding of the microbiome's role in human health. To gain actionable insights it is essential to consider both the predictive power and the transparency of the models by providing explanations for the predictions. We combine the collection of leg skin microbiome samples from two healthy cohorts of women with the application of an explainable artificial intelligence (EAI) approach that provides accurate predictions of phenotypes with explanations. The explanations are expressed in terms of variations in the relative abundance of key microbes that drive the predictions. We predict skin hydration, subject's age, pre/post-menopausal status and smoking status from the leg skin microbiome. The changes in microbial composition linked to skin hydration can accelerate the development of personalized treatments for healthy skin, while those associated with age may offer insights into the skin aging process. The leg microbiome signatures associated with smoking and menopausal status are consistent with previous findings from oral/respiratory tract microbiomes and vaginal/gut microbiomes respectively. This suggests that easily accessible microbiome samples could be used to investigate health-related phenotypes, offering potential for non-invasive diagnosis and condition monitoring. Our EAI approach sets the stage for new work focused on understanding the complex relationships between microbial communities and phenotypes. Our approach can be applied to predict any condition from microbiome samples and has the potential to accelerate the development of microbiome-based personalized therapeutics and non-invasive diagnostics.


Assuntos
Inteligência Artificial , Biodiversidade , Microbiota , Fenótipo , Pele/microbiologia , Adulto , Idoso , Envelhecimento , Biologia Computacional/métodos , Análise de Dados , Aprendizado Profundo , Feminino , Humanos , Masculino , Menopausa , Metagenoma , Metagenômica/métodos , Pessoa de Meia-Idade , Fumantes , Adulto Jovem
3.
Expert Rev Respir Med ; 14(1): 15-30, 2020 01.
Artigo em Inglês | MEDLINE | ID: mdl-31626570

RESUMO

Introduction: Cystic fibrosis (CF) is a complex, multi-system, genetic disease affecting over 70,000 people worldwide. The underlying defect is a mutation in the CFTR gene. Dysfunctional CFTR protein results in abnormal anion movement across epithelial membranes in affected organs. There has been a paradigm shift in CF treatment over the last decade with the advent of CFTR modulation, treatments which target this underlying genetic defect and have the potential to change the course of CF clinical disease.Areas covered: Available CFTR modulators in current clinical practice are reviewed in this article, with a direct comparison and summary of relevant pivotal clinical trials. The approval of ivacaftor and subsequent development of lumacaftor and tezacaftor dual combinations represents an exciting development in CF management in recent years.Expert opinion: Tezacaftor/ivacaftor (tez/iva) appears to have a more favorable adverse event and drug-drug interaction profile than lumacaftor/ivacaftor. Tez/iva has been approved, alongside Phe508del, for a large number of 'residual function' CFTR mutations, with some based on response to in vitro culture. Dual therapy with tez/iva has paved the way for triple CFTR modulation currently in clinical trials with an ultimate view to provide modulation therapy to the majority of CF genotypes in the future.


Assuntos
Aminofenóis/uso terapêutico , Benzodioxóis/uso terapêutico , Fibrose Cística/tratamento farmacológico , Indóis/uso terapêutico , Quinolonas/uso terapêutico , Aminofenóis/efeitos adversos , Aminopiridinas/efeitos adversos , Aminopiridinas/uso terapêutico , Benzodioxóis/efeitos adversos , Ensaios Clínicos como Assunto , Regulador de Condutância Transmembrana em Fibrose Cística/genética , Quimioterapia Combinada , Humanos , Indóis/efeitos adversos , Mutação , Quinolonas/efeitos adversos
4.
Lung Cancer ; 133: 123-129, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-31200818

RESUMO

OBJECTIVES: Negative effusion cytology is more common in certain forms of Malignant Pleural Effusion (MPE) and results in pathway delay. Local Anaesthetic Thoracoscopy (LAT) is extremely sensitive and safe but cannot be offered to all. A stratified pathway, including 'Direct to LAT' in selected cases could enhance patient experience but requires reliable baseline predictors of unhelpful cytology, including both negative (no malignant cells) and incomplete results (malignant cells identified but predictive markers failed), since pleural biopsies will be required in the latter for optimal management. This retrospective analysis of a prospective multi-centre study, sought to identify baseline features for pathway rationalization. MATERIALS AND METHODS: 363/638 (57%) of patients recruited to the DIAPHRAGM study (ISRCTN10079972) were included. Prospective data, including final diagnoses, asbestos exposure and fluid cytology results were supplemented by retrospective Computed Tomography (CT) and predictive marker reports. Independent predictors of negative and incomplete cytology were determined by multivariable logistic regression. Contingency tables were used to assess diagnostic value of cytology in associated phenotypes. RESULTS: 238/363 (66%) patients were diagnosed with MPE (18 tumour types). Fluid cytology was negative in 151/238 (63%) and independently associated with asbestos-exposure (Odds Ratio (OR) 5.34) and a malignant CT (OR 2.25). When both features were recorded the sensitivity and negative predictive value of fluid cytology were 19% (95% CI 11-30%) and 9% (95% CI 4-20%)), respectively. Cytology was incomplete in 34/238 (14%), i.e. 47% of positive cytology cases) but was not associated with any baseline feature. ORs for incomplete cytology in Ovarian, Breast, Renal and Lung Cancer were 83, 22, 21 and 9, respectively. CONCLUSION: Negative cytology is extremely likely in patients with asbestos exposure and a malignant CT report. A 'Direct-to-LAT' approach may be appropriate in this setting. No baseline predictors of incomplete cytology were identified.


Assuntos
Neoplasias Pulmonares/diagnóstico , Pleura/patologia , Derrame Pleural Maligno/diagnóstico , Neoplasias Pleurais/diagnóstico , Idoso , Idoso de 80 Anos ou mais , Amianto/efeitos adversos , Biomarcadores Tumorais , Exposição Ambiental/efeitos adversos , Feminino , Humanos , Neoplasias Pulmonares/patologia , Masculino , Derrame Pleural Maligno/patologia , Neoplasias Pleurais/patologia , Valor Preditivo dos Testes , Prognóstico , Estudos Retrospectivos
5.
Ann Clin Biochem ; 43(Pt 5): 369-71, 2006 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-17022878

RESUMO

INTRODUCTION: Reflective testing refers to the practice of adding on tests by laboratory staff. Little is known about what patients think of this practice. METHODS: We surveyed patients attending a general practice surgery and patients attending hospital outpatient clinics. We sought their views about the practice of adding on tests and about the information they received from requesting clinicians about their investigations. RESULTS: In both groups of patients, large majorities favoured an approach in which relevant additional tests are performed without consulting the requesting clinician or patient first. Most patients also felt that the requesting clinicians had provided a satisfactory explanation about what tests were to be performed and why. CONCLUSION: Most patients are content to let NHS professionals add on relevant tests if this is felt to be in their interest.


Assuntos
Testes de Química Clínica/métodos , Pacientes/psicologia , Inquéritos e Questionários , Testes de Química Clínica/psicologia , Testes de Química Clínica/normas , Competência Clínica/normas , Técnicas de Laboratório Clínico/ética , Técnicas de Laboratório Clínico/psicologia , Técnicas de Laboratório Clínico/normas , Humanos
6.
J Forensic Sci ; 51(5): 1138-43, 2006 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-17018095

RESUMO

There is currently no accurate method to identify vaginal epithelial cells uniquely. This study aimed to use a cell extraction procedure compatible with routine forensic sampling methods, and to investigate the expression of cytokeratin (CK), estrogen receptor-alpha (ERalpha), and phosphodiesterase 5 (PDE5) in order to distinguish between skin, buccal, vaginal, and external penile epithelial cells. Seminal fluid samples were also examined. Epithelial cell samples were fixed in formalin, embedded in agarose, and processed using histological methods. Antigen-antibody reactions were detected using the DAKO Envision+ detection system. CK was present in all cells from all five sources confirming the origin of cells as epithelial. Both ERalpha and PDE5 positively labeled vaginal, buccal, and skin epithelial cells. Although an antigen unique to vaginal epithelial cells was not identified, we have described a cell extraction procedure for use in the immunohistochemical detection of a wide range of antigens, an approach compatible with forensic diagnostics.


Assuntos
3',5'-GMP Cíclico Fosfodiesterases/metabolismo , Células Epiteliais/metabolismo , Receptor alfa de Estrogênio/metabolismo , Queratinas/metabolismo , Vagina/citologia , Anticorpos/análise , Nucleotídeo Cíclico Fosfodiesterase do Tipo 5 , Feminino , Patologia Legal , Humanos , Queratinas/imunologia , Masculino , Mucosa Bucal/citologia , Pênis/citologia , Sêmen/citologia , Pele/citologia
8.
Biomed Chromatogr ; 17(2-3): 143-8, 2003.
Artigo em Inglês | MEDLINE | ID: mdl-12717803

RESUMO

Tamoxifen is administered for the treatment of breast cancer; however resistance to therapy is commonplace. Postulated mechanisms of resistance to tamoxifen include altered pharmacology of the drug, changes in the structure and function of the oestrogen receptor and expression of genes that function to support the growth of cells resistant to tamoxifen. However, binding of drugs to proteins found in the plasma is known to affect the efficacy of drugs and alter their distribution. It is already known that tamoxifen is bound 99% to albumin. We investigated the interaction between the plasma protein, alpha-1-acid glycoprotein (AGP), and tamoxifen, since if binding did occur then the free plasma concentration of the drug would be reduced, resulting in the minimum effective concentration of tamoxifen not being attained. Using a recently described intrinsic fluorescence technique for the study of drug-protein interactions, the extent of binding between tamoxifen citrate and AGP was determined. Furthermore, analysis of binding of the known active metabolites of tamoxifen (4-hydroxytamoxifen, N-desmethyltamoxifen, N-desdimethyltamoxifen, cis-alpha-hydroxytamoxifen and trans-alpha-hydroxytamoxifen) to AGP was conducted. Tamoxifen citrate and metabolites were shown to bind AGP, however the level of interaction was low and negligible at the concentration of the drug found in the plasma.


Assuntos
Orosomucoide/metabolismo , Tamoxifeno/metabolismo , Humanos , Ligação Proteica
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