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1.
SLAS Technol ; 27(5): 312-318, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35830957

RESUMO

In most small laboratories, many processes are not yet automated because existing laboratory automation solutions are usually expensive and inflexible to use. Examples of this are autosamplers that are only compatible with one specific laboratory instrument or larger liquid handling stations that are expensive and usually self-contained. A flexible and inexpensive way to automate laboratory processes would be to automate existing laboratory equipment with the help of suitable robotic arms. In this study, we investigate the feasibility of such a strategy based on a low-cost 4-axis robot and freely available software. We used the scripting language AutoIt that automates any Windows-based instrument control software. Using these tools, we automated three fundamentally different laboratory processes: a pipetting process, a use as an autosampler for an atomic absorption spectroscopy instrument, and a more complex process involving the inoculation of bacterial cultures. We also integrated a conventional webcam for 2D barcode recognition. Compared to a trained professional who performed all experiments manually, all setups showed no significant differences in accuracy and precision. In summary, the tested system consisting of a 4-axis robot and freely available software is suitable for flexible automation and has potential for even more complex laboratory processes. Limitations such as a lack of collaboration and speed will be addressed in follow-up studies. The system thus represents a well-suited flexible laboratory automation system for both research and teaching purposes.


Assuntos
Automação Laboratorial , Robótica , Automação Laboratorial/métodos , Laboratórios , Software
2.
Ann Lab Med ; 42(1): 89-95, 2022 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-34374353

RESUMO

BACKGROUND: Total laboratory automation (TLA) is an innovation in laboratory technology; however, the high up-front costs restrict its widespread adoption. To examine whether the capital investment for TLA is worthwhile, we analyzed its clinical- and cost-effectiveness for the expected payback period. METHODS: Clinical chemistry tests and immunoassays performed in the clinical laboratory of a tertiary care hospital were divided into a post-TLA group, including 1,182,419 tests performed during December 2019, and a pre-TLA group, including 1,151,501 tests performed during December 2018. Laboratory information system data were used to measure clinical effectiveness, and depreciation data were used to calculate TLA costs. RESULTS: Laboratory performance improved after TLA adoption in all four key performance indicators: mean turn-around time (TAT), representing the timeliness of result reporting, decreased by 6.1%; the 99th percentile of TAT, representing the outlier rate, decreased by 13.3%; the TAT CV, representing predictability, decreased by 70.0%; and weighted tube touch moment (wTTM), representing staff safety, improved by 77.6%. Based on these effectiveness results, economic evaluation was performed using two approaches. First, the incremental cost-effectiveness ratio and wTTM were used as the most cost-effective performance indicators. Second, the expected payback period was calculated. Considering only staff cost reduction, it was anticipated that 4.75 yrs would be needed to payback the initial investment. CONCLUSIONS: TLA can significantly enhance laboratory performance, has a relatively quick payback period, and can reduce total hospital expenses in the long term. Therefore, the capital investment for TLA adoption is considered to be worthwhile.


Assuntos
Automação Laboratorial , Serviços de Laboratório Clínico , Análise Custo-Benefício , Humanos , Laboratórios , Centros de Atenção Terciária
3.
PLoS One ; 16(9): e0256907, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34555057

RESUMO

Tertiary lymphoid structures (TLS) are ectopic aggregates of lymphoid cells in inflamed, infected, or tumoral tissues that are easily recognized on an H&E histology slide as discrete entities, distinct from lymphocytes. TLS are associated with improved cancer prognosis but there is no standardised method available to quantify their presence. Previous studies have used immunohistochemistry to determine the presence of specific cells as a marker of the TLS. This has now been proven to be an underestimate of the true number of TLS. Thus, we propose a methodology for the automated identification and quantification of TLS, based on H&E slides. We subsequently determined the mathematical criteria defining a TLS. TLS regions were identified through a deep convolutional neural network and segmentation of lymphocytes was performed through an ellipsoidal model. This methodology had a 92.87% specificity at 95% sensitivity, 88.79% specificity at 98% sensitivity and 84.32% specificity at 99% sensitivity level based on 144 TLS annotated H&E slides implying that the automated approach was able to reproduce the histopathologists' assessment with great accuracy. We showed that the minimum number of lymphocytes within TLS is 45 and the minimum TLS area is 6,245µm2. Furthermore, we have shown that the density of the lymphocytes is more than 3 times those outside of the TLS. The mean density and standard deviation of lymphocytes within a TLS area are 0.0128/µm2 and 0.0026/µm2 respectively compared to 0.004/µm2 and 0.001/µm2 in non-TLS regions. The proposed methodology shows great potential for automated identification and quantification of the TLS density on digital H&E slides.


Assuntos
Processamento de Imagem Assistida por Computador/estatística & dados numéricos , Imuno-Histoquímica/métodos , Neoplasias Pulmonares/patologia , Linfócitos do Interstício Tumoral/patologia , Estruturas Linfoides Terciárias/patologia , Automação Laboratorial , Contagem de Células , Corantes , Amarelo de Eosina-(YS) , Hematoxilina , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Linfócitos do Interstício Tumoral/imunologia , Sensibilidade e Especificidade , Estruturas Linfoides Terciárias/diagnóstico por imagem , Microambiente Tumoral/genética , Microambiente Tumoral/imunologia
4.
Fertil Steril ; 116(1): 4-12, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-34148588

RESUMO

The aim of this article is to gather 9 thought leaders and their team members to present their ideas about the future of in vitro fertilization and the andrology laboratory. Although we have seen much progress and innovation in the laboratory over the years, there is still much to come, and this article looks at what these leaders think will be important in the future development of technology and processes in the laboratory.


Assuntos
Andrologia/tendências , Serviços de Laboratório Clínico/tendências , Fertilização in vitro/tendências , Infertilidade/terapia , Medicina Reprodutiva/tendências , Andrologia/legislação & jurisprudência , Automação Laboratorial , Serviços de Laboratório Clínico/legislação & jurisprudência , Difusão de Inovações , Feminino , Fertilização in vitro/legislação & jurisprudência , Previsões , História do Século XXI , Humanos , Infertilidade/diagnóstico , Infertilidade/fisiopatologia , Masculino , Formulação de Políticas , Gravidez , Medicina Reprodutiva/legislação & jurisprudência
5.
Hum Pathol ; 114: 99-109, 2021 08.
Artigo em Inglês | MEDLINE | ID: mdl-34019865

RESUMO

Targetable kinase fusions are extremely rare (<1%) in colorectal cancers (CRCs), making their diagnosis challenging and often underinvestigated. They have been shown particularly frequently among MSI-High, BRAF/KRAS/NRAS wild-type CRCs with MLH1 loss (MLH1loss MSI-High wild-type). We searched for NTRK1, NTRK2, NTRK3, ALK, ROS1, BRAF, RET, and NRG1 kinase fusions in CRCs using methods easy-to-implement in pathology laboratories: immunohistochemistry (IHC), fluorescent in situ hybridization (FISH), and fully automated real-time PCR targeted analyses. RNA-sequencing analyses were used for confirmation. Among 84 selected MLH1 deficient (IHC) CRCs cases, MLH1loss MSI-High wild-type CRCs consisted first in 19 cases after Idylla™ analyses and finally in 18 cases (21%) after RNA-sequencing (detection of one additional KRASG12D mutation). FISH (and when relevant, IHC) analyses concluded in 5 NTRK1, 3 NTRK3, 1 ALK, 2 BRAF, and 2 RET FISH positive tumors. ALK and NTRK1 rearranged tumors were IHC positive, but pan-TRK IHC was negative in the 3 NTRK3 FISH positive tumors. RNA-sequencing analyses confirmed 12 of 13 fusions with only one false positive RET FISH result. Finally, 12/18 (67%) of MLH1loss MSI-High wild-type CRCs contained targetable kinase fusions. Our study demonstrates the feasibility, but also the cost-effectiveness, of a multistep but rapid diagnostic strategy based on nonsequencing methods to identify rare and targetable kinase fusions in patients with advanced CRCs, as well as the high prevalence of these kinase fusions in MLH1loss MSI-High wild-type CRCs. Nevertheless, confirmatory RNA-sequencing analyses are necessary in case of low FISH positive nuclei percentage to rule out FISH false-positive results.


Assuntos
Adenocarcinoma/genética , Biomarcadores Tumorais/genética , Neoplasias Colorretais/genética , Fusão Gênica , Genes ras , Instabilidade de Microssatélites , Técnicas de Diagnóstico Molecular , Proteína 1 Homóloga a MutL/genética , Mutação , Proteínas Proto-Oncogênicas B-raf/genética , Adenocarcinoma/patologia , Idoso , Idoso de 80 Anos ou mais , Automação Laboratorial , Neoplasias Colorretais/patologia , Análise Custo-Benefício , Análise Mutacional de DNA , Reações Falso-Positivas , Estudos de Viabilidade , Feminino , França , Predisposição Genética para Doença , Humanos , Imuno-Histoquímica , Hibridização in Situ Fluorescente , Masculino , Pessoa de Meia-Idade , Técnicas de Diagnóstico Molecular/economia , Valor Preditivo dos Testes , Reação em Cadeia da Polimerase em Tempo Real , Reprodutibilidade dos Testes , Análise de Sequência de RNA
6.
J Am Soc Mass Spectrom ; 32(8): 1861-1885, 2021 Aug 04.
Artigo em Inglês | MEDLINE | ID: mdl-33886297

RESUMO

Mass spectrometry (MS) plays a key role throughout all stages of drug development and is now as ubiquitous as other analytical techniques such as surface plasmon resonance, nuclear magnetic resonance, and supercritical fluid chromatography, among others. Herein, we aim to discuss the history of MS, both electrospray and matrix-assisted laser desorption ionization, specifically for the analysis of antibodies, evolving through to denaturing and native-MS analysis of newer biologic moieties such as antibody-drug conjugates, multispecific antibodies, and interfering nucleic acid-based therapies. We discuss challenging therapeutic target characterization such as membrane protein receptors. Importantly, we compare and contrast the MS and hyphenated analytical chromatographic methods used to characterize these therapeutic modalities and targets within biopharmaceutical research and highlight the importance of appropriate MS deconvolution software and its essential contribution to project progression. Finally, we describe emerging applications and MS technologies that are still predominantly within either a development or academic stage of use but are poised to have significant impact on future drug development within the biopharmaceutic industry once matured. The views reflected herein are personal and are not meant to be an exhaustive list of all relevant MS performed within biopharmaceutical research but are what we feel have been historically, are currently, and will be in the future the most impactful for the drug development process.


Assuntos
Descoberta de Drogas/métodos , Proteínas/análise , Espectrometria de Massas por Ionização por Electrospray/métodos , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Anticorpos Monoclonais/análise , Automação Laboratorial , Biofarmácia/métodos , Cromatografia Líquida , Indústria Farmacêutica/história , História do Século XX , História do Século XXI , Humanos , Imunoconjugados/análise , Imunoconjugados/química , Desnaturação Proteica , Processamento de Proteína Pós-Traducional , Espectrometria de Massas por Ionização por Electrospray/história , Espectrometria de Massas por Ionização por Electrospray/instrumentação , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/história , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/instrumentação
8.
PLoS One ; 16(2): e0246302, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33591986

RESUMO

BACKGROUND: Two automatable in-house protocols for high-troughput RNA extraction from nasopharyngeal swabs for SARS-CoV-2 detection have been evaluated. METHODS: One hundred forty one SARS-CoV-2 positive samples were collected during a period of 10-days. In-house protocols were based on extraction with magnetic beads and designed to be used with either the Opentrons OT-2 (OT-2in-house) liquid handling robot or the MagMAXTM Express-96 system (MMin-house). Both protocols were tested in parallel with a commercial kit that uses the MagMAXTM system (MMkit). Nucleic acid extraction efficiencies were calculated from a SARS-CoV-2 DNA positive control. RESULTS: No significant differences were found between both in-house protocols and the commercial kit in their performance to detect positive samples. The MMkit was the most efficient although the MMin-house presented, in average, lower Cts than the other two. In-house protocols allowed to save between 350€ and 400€ for every 96 extracted samples compared to the commercial kit. CONCLUSION: The protocols described harness the use of easily available reagents and an open-source liquid handling system and are suitable for SARS-CoV-2 detection in high throughput facilities.


Assuntos
Automação Laboratorial/métodos , Teste de Ácido Nucleico para COVID-19/métodos , RNA Viral/normas , Automação Laboratorial/economia , Automação Laboratorial/normas , Teste de Ácido Nucleico para COVID-19/economia , Teste de Ácido Nucleico para COVID-19/normas , Custos e Análise de Custo , Humanos , RNA Viral/química , RNA Viral/genética , Kit de Reagentes para Diagnóstico/economia , Kit de Reagentes para Diagnóstico/normas , Sensibilidade e Especificidade
9.
Methods Mol Biol ; 2237: 11-38, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33237405

RESUMO

Multiplex immunoassays are important tools in basic research and diagnostics. The ability to accurately quantify the presence of several antigens within an individual sample all at once has been useful in developing a proteomics view of biology. This in turn has enabled the development of disease-associated immunodiagnostic panels for better prognosis and well-being. Moreover, it is well understood that such multiplexing approaches lend themselves to automation, thereby reducing labor while providing the ability to dramatically conserve both reagent and sample all of which will reduce the cost per test. Here we describe various methods to create and use multiplex immunoassays in the wells of microtiter plates or similar formats.


Assuntos
Testes Imunológicos/métodos , Análise Serial de Proteínas/métodos , Animais , Automação Laboratorial/métodos , Automação Laboratorial/normas , Humanos , Técnicas Imunoenzimáticas/métodos , Técnicas Imunoenzimáticas/normas , Testes Imunológicos/economia , Testes Imunológicos/normas , Análise Serial de Proteínas/normas , Sensibilidade e Especificidade
10.
Front Immunol ; 11: 607541, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33343581

RESUMO

Indirect immunofluorescence assay (IFA) using HEp-2 cells as a substrate is the gold standard for detecting antinuclear antibodies (ANA) in patient serum. However, the ANA IFA has labor-intensive nature of the procedure and lacks adequate standardization. To overcome these drawbacks, the automation has been developed and implemented to the clinical laboratory. The purposes of this study were to evaluate the analytical performance of a fully automated Helios ANA IFA analyzer in a real-life laboratory setting, and to compare the time and the cost of ANA IFA testing before and after adopting the Helios system. A total of 3,276 consecutive serum samples were analyzed for ANA using the Helios system from May to August 2019. The positive/negative results, staining patterns, and endpoint titers were compared between Helios and visual readings. Furthermore, the turnaround time and the number of wells used were compared before and after the introduction of Helios system. Of the 3,276 samples tested, 748 were positive and 2,528 were negative based on visual readings. Using visual reading as the reference standard, the overall relative sensitivity, relative specificity, and concordance of Helios reading were 73.3, 99.4, and 93.4% (κ = 0.80), respectively. For pattern recognition, the overall agreement was 70.1% (298/425) for single patterns, and 72.4% (89/123) for mixed patterns. For titration, there was an agreement of 75.9% (211/278) between automated and classical endpoint titers by regarding within ± one titer difference as acceptable. Helios significantly shortened the median turnaround time from 100.6 to 55.7 h (P < 0.0001). Furthermore, routine use of the system reduced the average number of wells used per test from 4 to 1.5. Helios shows good agreement in distinguishing between positive and negative results. However, it still has limitations in positive/negative discrimination, pattern recognition, and endpoint titer prediction, requiring additional validation of results by human observers. Helios provides significant advantages in routine laboratory ANA IFA work in terms of labor, time, and cost savings. We hope that upgrading and developing softwares with more reliable capabilities will allow automated ANA IFA analyzers to be fully integrated into the routine operations of the clinical laboratory.


Assuntos
Anticorpos Anticitoplasma de Neutrófilos/sangue , Técnica Indireta de Fluorescência para Anticorpo , Reconhecimento Automatizado de Padrão , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Automação Laboratorial , Linhagem Celular , Criança , Pré-Escolar , Redução de Custos , Análise Custo-Benefício , Feminino , Técnica Indireta de Fluorescência para Anticorpo/economia , Humanos , Lactente , Masculino , Pessoa de Meia-Idade , Reconhecimento Automatizado de Padrão/economia , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Fatores de Tempo , Fluxo de Trabalho , Adulto Jovem
11.
Forensic Sci Int ; 316: 110486, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-32919163

RESUMO

Technological advances are changing how forensic laboratories operate in all forensic disciplines, not only digital. Computers support workflow management, enable evidence analysis (physical and digital), and new technology enables previously unavailable forensic capabilities. Used properly, the integration of digital systems supports greater efficiency and reproducibility, and drives digital transformation of forensic laboratories. However, without the necessary preparations, these digital transformations can undermine the core principles and processes of forensic laboratories. Pertinent examples of problems involving technology that have occurred in laboratories are provided, along with opportunities and risk mitigation strategies, based on the authors' experiences. Forensic preparedness concentrating on digital data reduces the cost and operational disruption of responding to various kinds of problems, including misplaced exhibits, allegations of employee misconduct, disclosure requirements, and information security breaches. This work presents recommendations to help forensic laboratories prepare for and manage these risks, to use technology effectively, and ultimately strengthen forensic science. The importance of involving digital forensic expertise in risk management of digital transformations in laboratories is emphasized. Forensic laboratories that do not adopt forensic digital preparedness will produce results based on digital data and processes that cannot be verified independently, leaving them vulnerable to challenge. The recommendations in this work could enhance international standards such as ISO/IEC 17025 used to assess and accredit laboratories.


Assuntos
Gerenciamento de Dados , Tecnologia Digital , Ciências Forenses , Laboratórios , Gestão de Riscos , Automação Laboratorial , Eficiência Organizacional , Direitos Humanos , Humanos , Controle de Qualidade , Reprodutibilidade dos Testes
12.
AIDS Res Ther ; 17(1): 31, 2020 06 10.
Artigo em Inglês | MEDLINE | ID: mdl-32522235

RESUMO

BACKGROUND: In the era of "test and treat strategy", CD4 testing remains an important tool for monitoring HIV-infected individuals. Since conventional methods of CD4 count measurement are costly and cumbersome, POC CD4 counting technique are more affordable and practical for countries with limited resources. Before introducing such methods in Morocco, we decided to assess their reliability. METHODS: In this study 92 blood samples from HIV-infected patients, were tested by PIMA and FACSPresto to derive CD4 count. Flow cytometry using FacsCalibur, was used as reference method for CD4 count comparison. Linear regression, Bland-Altman analysis were performed to assess correlation and agreement between these POC methods and the reference method. In addition, sensitivity and specificity, positive predictive value (PPV), negative predictive value (NPV) and misclassification percentage at 350 and 200 CD4 count thresholds; were also determined. Finally, because FACSPresto can also measure hemoglobin (Hb) concentration, 52 samples were used to compare FACSPresto against an automated hematology analyzer. RESULTS: The coefficient of determination R2 was 0.93 for both methods. Bland-Altman analysis displayed a mean bias of - 32.3 and - 8.1 cells/µl for PIMA and FACSPresto, respectively. Moreover, with a threshold of 350 CD4 count, PIMA displayed a sensitivity, specificity, PPV, NPV, were 88.57%, 94.12%, 91.18%, 92.31%; respectively. FACSPresto showed 88.23%, 96.23%, 93.75% and 92.73%; respectively. Furthermore, the upward misclassification percentage was 8.57 and 5.88%, for PIMA and FACSPresto, respectively; whereas the downward misclassification percentage was 7.84% and 7.54%; respectively. With 200 cells/µl threshold, PIMA had a sensitivity, specificity, PPV and NPV of 83.33%, 98.53%, 93.75% and 95.71%, respectively. Regarding FACSPresto, sensitivity, specificity, PPV and NPV was 82.35%, 98.57%, 88.57% and 95.83%; respectively. Upward misclassification percentage was 5.56% and 5.88%, for PIMA and FACSPresto, respectively; whereas downward misclassification percentage was 4.41% and 4.29%; respectively. Finally, the hemoglobin measurement evaluation displayed an R2 of 0.80 and a mean bias of - 0.12 with a LOA between - 1.75 and 1.51. CONCLUSION: When compared to the reference method, PIMA and FACSPresto have shown good performance, for CD4 counting. The introduction of such POC technology will speed up the uptake of patients in the continuum of HIV care, in our country.


Assuntos
Contagem de Linfócito CD4/métodos , Citometria de Fluxo , Infecções por HIV/diagnóstico , Testes Imediatos , Automação Laboratorial , Linfócitos T CD4-Positivos/citologia , Humanos , Marrocos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
13.
J Clin Virol ; 129: 104511, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32593133

RESUMO

BACKGROUND: The emergence of new SARS-CoV-2 has promoted the development of new serological tests that could be complementary to RT-PCR. Nevertheless, the assessment of clinical performances of available tests is urgently required as their use has just been initiated for diagnose. OBJECTIVES: The aim of this study was to assess the performance of three immunoassays for the detection of SARS-CoV-2 antibodies. METHODS: Two automated immunoassays (Abbott SARS-CoV-2 CLIA IgG and Euroimmun Anti-SARS-CoV-2 ELISA IgG/IgA assays) and one lateral flow immunoassay (LFIA NG-Test® IgG-IgM COVID-19) were tested. 293 specimens were analyzed from patients with a positive RT-PCR response, from patients with symptoms consistent with COVID-19 but exhibiting a negative response to the RT-PCR detection test, and from control group specimens. Days since symptoms onset were collected from clinical information sheet associated with respiratory tract samples. RESULTS: Overall sensitivity for IgG was equivalent (around 80 %) for CLIA, ELISA and LFIA. Sensitivity for IgG detection, >14 days after onset of symptoms, was 100.0 % for all assays. Overall specificity for IgG was greater for CLIA and LFIA (more than 98 %) compared to ELISA (95.8 %). Specificity was significantly different between IgA ELISA (78.9 %) and IgM LFIA (95.8 %) (p < 0.05). The best agreement was observed between CLIA and LFIA assays (97 %; k = 0.936). CONCLUSION: Excellent sensitivity for IgG detection was obtained >14 days after onset of symptoms for all immunoassays. Specificity was also excellent for IgG CLIA and IgG LFIA. Our study shows that NG-Test® is reliable and accurate for routine use in clinical laboratories.


Assuntos
Anticorpos Antivirais/sangue , Betacoronavirus/imunologia , Técnicas de Laboratório Clínico/métodos , Infecções por Coronavirus/diagnóstico , Imunoensaio/métodos , Pneumonia Viral/diagnóstico , Testes Sorológicos/métodos , Idoso , Automação Laboratorial/métodos , COVID-19 , Teste para COVID-19 , Feminino , Humanos , Imunoglobulina A/sangue , Imunoglobulina G/sangue , Masculino , Pessoa de Meia-Idade , Pandemias , Estudos Retrospectivos , SARS-CoV-2 , Sensibilidade e Especificidade , Fatores de Tempo
15.
Epidemiol Infect ; 148: e17, 2020 02 04.
Artigo em Inglês | MEDLINE | ID: mdl-32014073

RESUMO

In Hungary, between February 2017 and July 2019, 70 confirmed measles cases were reported, raising questions about the adequacy of population-level immunity. Although the assumed vaccination coverage is ≥99%, in a recent study, we detected potential gaps in the anti-measles humoral immunity. In Hungary, according to a decree by the Ministry of Public Welfare, beginning from 2021, the healthcare provider should conduct a serosurvey of anti-measles protection levels of healthcare professionals. To facilitate the compliance with this requirement, we developed a quick 'three-in-one' or 'triple' MMR (measles, mumps and rubella) indirect ELISA (IgG); an assay format that is currently not available commercially. High throughput applicability of the 'three-in-one' ELISA was verified using 1736 sera from routine laboratory residual samples, using an automated platform (Siemens BEP 2000 Advance). Assay verification was performed by comparing the full antigen repertoire-based 'target' assay with in-house 'control' assays using recombinant viral antigen coatings, and by validated commercially available kits. Indirect immunofluorescence was used as an independent reference method. Data were analysed using OriginLab, IBM SPSS, RStudio and MedCalc. In case of measles, we combined our current results with previously published data (Ntotal measles = 3523). Evaluation of anti-mumps and anti-rubella humoral antibody levels was based on the measurement of 1736 samples. The lowest anti-measles seropositivity (79.3%) was detected in sera of individuals vaccinated between 1978 and 1987. Considering the antigen-specific seropositivity ratios of all samples measured, anti-measles, -mumps and -rubella IgG antibody titres were adequate in 89.84%, 91.82% and 92.28%, respectively. Based on the virus-specific herd immunity threshold (HIT) values (HITMeasles = 92-95%, HITMumps = 75-86%, HITRubella = 83-86), it can be stated that regarding anti-measles immunity, certain age clusters of the population may have inadequate levels of humoral immunity. Despite the potential gaps in herd immunity, the use of MMR vaccine remains an effective and low-cost approach for the prevention of measles, mumps and rubella infections.


Assuntos
Anticorpos Antivirais/sangue , Análise Custo-Benefício , Ensaio de Imunoadsorção Enzimática/economia , Ensaio de Imunoadsorção Enzimática/métodos , Imunidade Humoral , Vacina contra Sarampo-Caxumba-Rubéola/imunologia , Adolescente , Automação Laboratorial/economia , Automação Laboratorial/métodos , Criança , Pré-Escolar , Feminino , Humanos , Hungria , Imunoglobulina G/sangue , Lactente , Recém-Nascido , Masculino , Vacina contra Sarampo-Caxumba-Rubéola/administração & dosagem , Resultado do Tratamento , Adulto Jovem
16.
Int J Cancer ; 147(4): 1228-1234, 2020 08 15.
Artigo em Inglês | MEDLINE | ID: mdl-31846064

RESUMO

The combination of DNA ploidy and automatically estimated stroma fraction has been shown to correlate with recurrence and cancer death in colorectal cancer. We aimed to extend this observation and evaluate the prognostic importance of this combined marker in prostate cancer. DNA ploidy status was determined by image cytometry and the stroma fraction was estimated automatically on hematoxylin and eosin stained sections in three tumor samples from each patient to account for tumor heterogeneity. The optimal threshold for low (≤56%) and high (>56%) stroma fraction was identified in a discovery cohort (n = 253). The combined marker was validated in an independent patient cohort (n = 259) with biochemical recurrence as endpoint. The combined marker predicted biochemical recurrence independently in the validation cohort. Multivariable analysis showed that the highest risk of recurrence was observed for patients with samples that had both non-diploid ploidy status and a high stroma fraction (hazard ratio: 2.51, 95% confidence interval: 1.18-5.34). In conclusion, we suggest the combination of DNA ploidy and automatically estimated stroma fraction as a prognostic marker for the risk stratification of prostate cancer patients. It may also be a potential generic marker as concurrent results have been described in colorectal cancer.


Assuntos
Automação Laboratorial/métodos , Biomarcadores Tumorais/genética , DNA de Neoplasias/genética , Ploidias , Neoplasias da Próstata/diagnóstico , Coloração e Rotulagem/métodos , Idoso , Biomarcadores Tumorais/metabolismo , Estudos de Coortes , Citometria de Fluxo/métodos , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Recidiva Local de Neoplasia , Prognóstico , Prostatectomia , Neoplasias da Próstata/genética , Neoplasias da Próstata/metabolismo , Fatores de Risco
17.
Enferm Infecc Microbiol Clin (Engl Ed) ; 38(8): 367-370, 2020 Oct.
Artigo em Inglês, Espanhol | MEDLINE | ID: mdl-31818497

RESUMO

INTRODUCTION: Early detection of patients carrying multiresistant bacteria is an effective implement in surveillance programs. Our objective was to compare the semi-automatic Uroquattro HB&L "ESBL/AmpC Screening" (Alifax®) system with the routine culture on selective media to detect ESBL/pAmpC-producing microorganisms (3CGRE). METHODS: A total of 201 rectal swabs samples were processed by inoculating them into the Uroquattro HB&L system, performing growth curve measurements at 6.5 and 10h, and into direct culture medium. RESULTS: Thirty-five samples yielded 3CGRE. Measurements at 10h incremented the positive 3GCRE detection 5.7% in comparison with routine culture medium. In negative rectal swabs, the overall percent agreement at 6.5h and 10h versus routine culture medium was 93% and 90%, respectively. CONCLUSIONS: The Uroquattro HB&L system increased the detection of ESBL/pAmpC-producing bacteria compared to direct plating with an incubation time of 10h and shortens the time to report a negative sample.


Assuntos
Proteínas de Bactérias , Técnicas Bacteriológicas/métodos , Enterobacteriaceae/isolamento & purificação , beta-Lactamases , Automação Laboratorial , Fezes/microbiologia , Humanos
18.
Biotechnol J ; 15(1): e1900172, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31486583

RESUMO

In this age of technology, the vision of manufacturing industries built of smart factories is not a farfetched future. As a prerequisite for Industry 4.0, industrial sectors are moving towards digitalization and automation. Despite its tremendous growth reaching a sales value of worth $188 billion in 2017, the biopharmaceutical sector distinctly lags in this transition. Currently, the challenges are innovative market disruptions such as personalized medicine as well as increasing commercial pressure for faster and cheaper product manufacturing. Improvements in digitalization and data analytics have been identified as key strategic activities for the next years to face these challenges. Alongside, there is an emphasis by the regulatory authorities on the use of advanced technologies, proclaimed through initiatives such as Quality by Design (QbD) and Process Analytical Technology (PAT). In the manufacturing sector, the biopharmaceutical domain features some of the most complex and least understood processes. Thereby, process models that can transform process data into more valuable information, guide decision-making, and support the creation of digital and automated technologies are key enablers. This review summarizes the current state of model-based methods in different bioprocess related applications and presents the corresponding future vision for the biopharmaceutical industry to achieve the goals of Industry 4.0 while meeting the regulatory requirements.


Assuntos
Biofarmácia , Biotecnologia , Indústria Farmacêutica , Modelos Biológicos , Automação Laboratorial , Humanos , Projetos de Pesquisa
19.
PLoS One ; 14(12): e0226477, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31869405

RESUMO

BACKGROUND: VISION Max (Ortho-Clinical Diagnostics, Raritan, NJ, USA) is a newly introduced automated blood bank system. Cross-matching (XM) is an important test confirming safety by simulating reaction between packed Red Blood Cells (RBCs) and patient blood in vitro before transfusion. We assessed the benefits of VISION Max automated XM (A-XM) in comparison with those of manual XM (M-XM) by using multidimensional analysis (cost-effectiveness and quality improvement). MATERIALS AND METHODS: In a total of 327 tests (130 patients), results from A-XM and M-XM were compared. We assessed the concordance rate, risk priority number (RPN), turnaround time, hands-on time, and the costs of both methods. We further simulated their annual effects based on 37,937 XM tests in 2018. RESULTS: The concordance rate between A-XM and M-XM was 97.9% (320/327, kappa = 0.83), and the seven discordant results were incompatible for transfusion in A-XM, while compatible for transfusion in M-XM. None of the results was incompatible for transfusion in A-XM, while compatible for transfusion in M-XM, meaning A-XM detect agglutination more sensitively and consequently provides a more safe result than M-XM. A-XM was estimated to have a 6.3-fold lower risk (229 vs. 1,435 RPN), shorter turnaround time (19.1 vs. 23.3 min, P < 0.0001), shorter hands-on time (1.1 vs. 5.3 min, P < 0.0001), and lower costs per single test than M-XM (1.44 vs. 2.70 USD). A-XM permitted annual savings of 46 million RPN, 15.1 months of daytime workers' labor, and 47,042 USD compared with M-XM. CONCLUSION: This is the first attempt to implement A-XM using VISION Max. VISION Max A-XM appears to be a safe, practical, and reliable alternative for pre-transfusion workflow with the potential to improve quality and cost-effectiveness in the blood bank.


Assuntos
Automação Laboratorial/métodos , Armazenamento de Sangue/métodos , Tipagem e Reações Cruzadas Sanguíneas/métodos , Segurança do Sangue/métodos , Automação Laboratorial/economia , Bancos de Sangue/economia , Tipagem e Reações Cruzadas Sanguíneas/economia , Segurança do Sangue/economia , Simulação por Computador , Análise Custo-Benefício , Humanos , Reprodutibilidade dos Testes , Medição de Risco , Manejo de Espécimes/métodos , Manejo de Espécimes/normas , Fluxo de Trabalho
20.
Cytotherapy ; 21(11): 1166-1178, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31668486

RESUMO

BACKGROUND: Although dendritic cell (DC)-based cancer vaccines represent a promising treatment strategy, its exploration in the clinic is hampered due to the need for Good Manufacturing Practice (GMP) facilities and associated trained staff for the generation of large numbers of DCs. The Quantum bioreactor system offered by Terumo BCT represents a hollow-fiber platform integrating GMP-compliant manufacturing steps in a closed system for automated cultivation of cellular products. In the respective established protocols, the hollow fibers are coated with fibronectin and trypsin is used to harvest the final cell product, which in the case of DCs allows processing of only one tenth of an apheresis product. MATERIALS AND RESULTS: We successfully developed a new protocol that circumvents the need for fibronectin coating and trypsin digestion, and makes the Quantum bioreactor system now suitable for generating large numbers of mature human monocyte-derived DCs (Mo-DCs) by processing a complete apheresis product at once. To achieve that, it needed a step-by-step optimization of DC-differentiation, e.g., the varying of media exchange rates and cytokine concentration until the total yield (% of input CD14+ monocytes), as well as the phenotype and functionality of mature Mo-DCs, became equivalent to those generated by our established standard production of Mo-DCs in cell culture bags. CONCLUSIONS: By using this new protocol for the Food and Drug Administration-approved Quantum system, it is now possible for the first time to process one complete apheresis to automatically generate large numbers of human Mo-DCs, making it much more feasible to exploit the potential of individualized DC-based immunotherapy.


Assuntos
Reatores Biológicos , Remoção de Componentes Sanguíneos , Vacinas Anticâncer , Técnicas de Cultura de Células , Células Dendríticas/citologia , Células Dendríticas/fisiologia , Monócitos/fisiologia , Automação Laboratorial/normas , Reatores Biológicos/normas , Remoção de Componentes Sanguíneos/instrumentação , Remoção de Componentes Sanguíneos/métodos , Remoção de Componentes Sanguíneos/normas , Vacinas Anticâncer/normas , Técnicas de Cultura de Células/instrumentação , Técnicas de Cultura de Células/métodos , Diferenciação Celular , Indústria Farmacêutica/instrumentação , Indústria Farmacêutica/normas , Fidelidade a Diretrizes , Humanos , Imunoterapia Adotiva/métodos , Imunoterapia Adotiva/normas , Leucaférese/instrumentação , Leucaférese/métodos , Leucaférese/normas , Manufaturas/normas , Monócitos/citologia
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