Chromatographic analysis and survey studies to evaluate the emerging drugs of synthetic cannabinoids in Scotland and Saudi Arabia

Synthetic cannabinoid receptor agonists or more commonly known as synthetic cannabinoids (SCs) were originally created to obtain the medicinal value of THC but they are an emerging social problem. SCs are mostly produced coated on herbal materials or in powder form and marketed under a variety of brand names, e.g. “Spice”, “K2”. Despite many SCs becoming controlled under drug legislation, many of them remain legal in some countries around the world. In Scotland, SCs are controlled under the Misuse of Drugs Act 1971 and Psychoactive Substances Act 2016 that only cover a few early SCs. In Saudi Arabia, even fewer are controlled. The picture of the SCs-problem in Scotland is vague due to insufficient prevalence data, particularly that using biological samples. Whilst there is evidence of increasing use of SCs throughout the world, in Saudi Arabia, there is currently no data regarding the use of products containing SCs among Saudi people. Several studies indicate that SCs may cause serious toxicity and impairment to health therefore it is important to understand the scale of use within society. A simple and sensitive method was developed for the simultaneous analysis of 10 parent SCs (JWH-018, JWH-073, JWH-250, JWH-200, AM-1248, UR-144, A-796260, AB-FUBINACA, 5F-AKB-48 and 5F-PB-22) in whole blood and 8 corresponding metabolites (JWH-018 4-OH pentyl, JWH-073 3-OH butyl, JWH-250 4-OH pentyl, AM-2201 4-OH pentyl, JWH-122 5-OH pentyl, JWH-210 5-OH pentyl, 5F-AKB-48 (N-4 OH pentyl), 5F-PB-22 3-carboxyindole)in urine using LLE and LC-MS/MS. The method was validated according to the standard practices for method validation in forensic toxicology (SWGTOX, May 2013). All analytes gave acceptable precision, linearity and recovery for analysing blood and urine samples. The method was applied to 1,496 biological samples, a mixture of whole blood and urine. Blood and/or urine samples were analysed from 114 patients presenting at Accident and Emergency in Glasgow Royal Infirmary, in spring 2014 and JuneDecember 2015. 5F-AKB-48, 5F-PB-22 and MDMB-CHMICA were detected in 9, 7 and 9 cases respectively. 904 urine samples from individuals admitted to/liberated from Scottish prisons over November 2013 were tested for the presence of SCs. 5F-AKB-48 (N-4 OH pentyl) was detected in 10 cases and 5F-PB-22 3-carboxyindole in 3 cases. Blood and urine samples from two post-mortem cases in Scotland with suspected ingestion of SCs were analysed. Both cases were confirmed positive for 5F-AKB-48. A total of 463 urine samples were collected from personnel who presented to the Security Forces Hospital in Ryiadh for workplace drug testing as a requirement for their job during July 2014. The results of the analysis found 2 samples to be positive for 5F-PB-22 3carboxyindole. A further study in Saudi Arabia using a questionnaire was carried out among 3 subpopulations: medical professionals, members of the public in and around smoking cafes and known drug users. With regards to general awareness of Spice products, 16%, 11% and 22% of those participants of medical professionals, members of the public in and around smoking cafes and known drug users, respectively, were aware of the existence of SCs or Spice products. The respondents had an overall average of 4.5% who had a friend who used these Spice products. It is clear from the results obtained in both blood and urine testing and surveys that SCs are being used in both Scotland and Saudi Arabia. The extent of their use is not clear and the data presented here is an initial look into their prevalence. Blood and urine findings suggest changing trends in SC use, moving away from JWH and AM SCs to the newer 5F-AKB-48, 5-F-PB-22 and MDMBCHMICA compounds worldwide. In both countries 5F-PB-22 was detected. These findings clarify how the SCs phenomenon is a worldwide problem and how the information of every country regarding what SCs are seized can help and is not specific for that country. The analytes included in the method were selected due to their apparent availability in both countries, however it is possible that some newer analytes have been used and these would not have been detected. For this reason it is important that methods for testing SCs are updated regularly and evolve with the ever-changing availability of these drugs worldwide. In addition, there is little published literature regarding the concentrations of these drugs found in blood and urine samples and this work goes some way towards understanding these.

Programa Nacional de Vigilância da Gripe: relatório da época 2015/2016

O vírus da gripe é uma das maiores causas de morbilidade e mortalidade em todo o mundo, afetando um elevado número de indivíduos em cada ano. Em Portugal a vigilância epidemiológica da gripe é assegurada pelo Programa Nacional de Vigilância da Gripe (PNVG), através da integração da informação das componentes clínica e virológica, gerando informação detalhada relativamente à atividade gripal. A componente clínica é suportada pela Rede Médicos-Sentinela e tem um papel especialmente relevante por possibilitar o cálculo de taxas de incidência permitindo descrever a intensidade e evolução da epidemia de gripe. A componente virológica tem por base o diagnóstico laboratorial do vírus da gripe e tem como objetivos a deteção e caraterização dos vírus da gripe em circulação. Para o estudo mais completo da etiologia da síndrome gripal foi efectuado o diagnóstico diferencial de outros vírus respiratórios: vírus sincicial respiratório tipo A (RSV A) e B (RSV B), o rhinovírus humano (hRV), o vírus parainfluenza humano tipo 1 (PIV1), 2 (PIV2) e 3 (PIV3), o coronavírus humano (hCoV), o adenovírus (AdV) e o metapneumovirus humano (hMPV). Desde 2009 a vigilância da gripe conta também com a Rede Portuguesa de Laboratórios para o Diagnóstico da Gripe que atualmente é constituída por 15 hospitais onde se realiza o diagnóstico laboratorial da gripe. A informação obtida nesta Rede Laboratorial adiciona ao PNVG dados relativos a casos de doença respiratória mais severa com necessidade de internamento. Em 2011/2012, foi lançado um estudo piloto para vigiar os casos graves de gripe admitidos em Unidades de Cuidados Intensivos (UCI) que deu origem à atual Rede de vigilância da gripe em UCI constituída em 2015/2016 por 31 UCI (324 camas). Esta componente tem como objetivo a monitorização de novos casos de gripe confirmados laboratorialmente e admitidos em UCI, permitindo a avaliação da gravidade da doença associada à infeção pelo vírus da gripe. O Sistema da Vigilância Diária da Mortalidade constitui uma componente do PNVG que permite monitorizar a mortalidade semanal por “todas as causas” durante a época de gripe. É um sistema de vigilância epidemiológica que pretende detetar e estimar de forma rápida os impactos de eventos ambientais ou epidémicos relacionados com excessos de mortalidade. A notificação de casos de Síndrome Gripal (SG) e a colheita de amostras biológicas foi realizada em diferentes redes participantes do PNVG: Rede de Médicos-Sentinela, Rede de Serviços de Urgência/Obstetrícia, médicos do Projeto EuroEVA, Rede Portuguesa de Laboratórios para o Diagnóstico da Gripe e Rede vigilância da gripe em UCI. Na época de vigilância da gripe de 2015/2016 foram notificados 1.273 casos de SG, 87% dos quais acompanhados de um exsudado da nasofaringe para diagnóstico laboratorial. No inverno de 2015/2016 observou-se uma atividade gripal de baixa intensidade. O período epidémico ocorreu entre a semana 53/2015 e a semana 8/2016 e o valor mais elevado da taxa de incidência semanal de SG (72,0/100000) foi observado na semana 53/2015. De acordo com os casos notificados à Rede Médicos-Sentinela, o grupo etário dos 15 aos 64 anos foi o que apresentou uma incidência cumulativa mais elevada. O vírus da gripe foi detetado em 41,0% dos exsudados da nasofaringe recebidos tendo sido detetados outros vírus respiratórios em 24% destes. O vírus da gripe A(H1)pdm09 foi o predominantemente detetado em 90,4% dos casos de gripe. Foram também detetados outros vírus da gripe, o vírus B - linhagem Victoria (8%), o vírus A(H3) (1,3%) e o vírus B- linhagem Yamagata (0,5%). A análise antigénica dos vírus da gripe A(H1)pdm09 mostrou a sua semelhança com a estirpe vacinal 2015/2016 (A/California/7/2009), a maioria dos vírus pertencem ao novo grupo genético 6B.1, que foi o predominantemente detetado em circulação na Europa. Os vírus do tipo B apesar de detetados em número bastante mais reduzido comparativamente com o subtipo A(H1)pdm09, foram na sua maioria da linhagem Victoria que antigenicamente se distinguem da estirpe vacinal de 2015/2016 (B/Phuket/3073/2013). Esta situação foi igualmente verificada nos restantes países da Europa, Estados Unidos da América e Canadá. Os vírus do subtipo A(H3) assemelham-se antigenicamente à estirpe selecionada para a vacina de 2016/2017 (A/Hong Kong/4801/2014). Geneticamente a maioria dos vírus caraterizados pertencem ao grupo 3C.2a, e são semelhantes à estirpe vacinal para a época de 2016/2017. A avaliação da resistência aos antivirais inibidores da neuraminidase, não revelou a circulação de estirpes com diminuição da suscetibilidade aos inibidores da neuraminidase (oseltamivir e zanamivir). A situação verificada em Portugal é semelhante à observada a nível europeu. A percentagem mais elevada de casos de gripe foi verificada nos indivíduos com idade inferior a 45 anos. A febre, as cefaleias, o mal-estar geral, as mialgias, a tosse e os calafrios mostraram apresentar uma forte associação à confirmação laboratorial de um caso de gripe. Foi nos doentes com imunodeficiência congénita ou adquirida que a proporção de casos de gripe foi mais elevada, seguidos dos doentes com diabetes e obesidade. A percentagem total de casos de gripe em mulheres grávidas foi semelhante à observada nas mulheres em idade fértil não grávidas. No entanto, o vírus da gripe do tipo A(H1)pdm09 foi detetado em maior proporção nas mulheres grávidas quando comparado as mulheres não grávidas. A vacina como a principal forma de prevenção da gripe é especialmente recomendada em indivíduos com idade igual ou superior a 65 anos, doentes crónicos e imunodeprimidos, grávidas e profissionais de saúde. A vacinação antigripal foi referida em 13% dos casos notificados. A deteção do vírus da gripe ocorreu em 25% dos casos vacinados e sujeitos a diagnóstico laboratorial estando essencialmente associados ao vírus da gripe A(H1)pdm09, o predominante na época de 2015/2016. Esta situação foi mais frequentemente verificada em indivíduos com idade compreendida entre os 15 e 45 anos. A confirmação de gripe em indivíduos vacinados poderá estar relacionada com uma moderada efetividade da vacina antigripal na população em geral. A informação relativa à terapêutica antiviral foi indicada em 67% casos de SG notificados, proporção superior ao verificado em anos anteriores. Os antivirais foram prescritos a um número reduzido de doentes (9,0%) dos quais 45.0% referiam pelo menos a presença de uma doença crónica ou gravidez. O antiviral mais prescrito foi o oseltamivir. A pesquisa de outros vírus respiratórios nos casos de SG negativos para o vírus da gripe, veio revelar a circulação e o envolvimento de outros agentes virais respiratórios em casos de SG. Os vírus respiratórios foram detetados durante todo o período de vigilância da gripe, entre a semana 40/2015 e a semana 20/2016. O hRV, o hCoV e o RSV foram os agentes mais frequentemente detetados, para além do vírus da gripe, estando o RSV essencialmente associado a crianças com idade inferior a 4 anos de idade e o hRV e o hCoV aos adultos e população mais idosa (≥ 65 anos). A Rede Portuguesa de Laboratórios para o Diagnóstico da Gripe, efetuou o diagnóstico da gripe em 7443 casos de infeção respiratória sendo o vírus da gripe detetado em 1458 destes casos. Em 71% dos casos de gripe foi detetado o vírus da gripe A(H1)pdm09. Os vírus da gripe do tipo A(H3) foram detetados esporadicamente e em número muito reduzido (2%), e em 11% o vírus da gripe A (não subtipado). O vírus da gripe do tipo B foi detetado em 16% dos casos. A frequência de cada tipo e subtipo do vírus da gripe identificados na Rede Hospitalar assemelha-se ao observado nos cuidados de saúde primários (Rede Médicos-Sentinela e Serviços de Urgência). Foi nos indivíduos adultos, entre os 45-64 anos, que o vírus A(H1)pdm09 representou uma maior proporção dos casos de gripe incluindo igualmente a maior proporção de doentes que necessitaram de internamento hospitalar em unidades de cuidados intensivos. O vírus da gripe do tipo B esteve associado a casos de gripe confirmados nas crianças entre os 5 e 14 anos. Outros vírus respiratórios foram igualmente detetados sendo o RSV e os picornavírus (hRV, hEV e picornavírus) os mais frequentes e em co circulação com o vírus da gripe. Durante a época de vigilância da gripe, 2015/2016, não se observaram excessos de mortalidade semanais. Nas UCI verificou-se uma franca dominância do vírus da gripe A(H1)pdm09 (90%) e a circulação simultânea do vírus da gripe B (3%). A taxa de admissão em UCI oscilou entre 5,8% e 4,7% entre as semanas 53 e 12 tendo o valor máximo sido registado na semana 8 de 2016 (8,1%). Cerca de metade dos doentes tinha entre 45 e 64 anos. Os mais idosos (65+ anos) foram apenas 20% dos casos, o que não será de estranhar, considerando que o vírus da gripe A(H1)pdm09 circulou como vírus dominante. Aproximadamente 70% dos doentes tinham doença crónica subjacente, tendo a obesidade sido a mais frequente (37%). Comparativamente com a pandemia, em que circulou também o A(H1)pdm09, a obesidade, em 2015/2016, foi cerca de 4 vezes mais frequente (9,8%). Apenas 8% dos doentes tinha feito a vacina contra a gripe sazonal, apesar de mais de 70% ter doença crónica subjacente e de haver recomendações da DGS nesse sentido. A taxa de letalidade foi estimada em 29,3%, mais elevada do que na época anterior (23,7%). Cerca de 80% dos óbitos ocorreram em indivíduos com doença crónica subjacente que poderá ter agravado o quadro e contribuído para o óbito. Salienta-se a ausência de dados históricos publicados sobre letalidade em UCI, para comparação. Note-se que esta estimativa se refere a óbitos ocorridos apenas durante a hospitalização na UCI e que poderão ter ocorrido mais óbitos após a alta da UCI para outros serviços/enfermarias. Este sistema de vigilância da gripe sazonal em UCI poderá ser aperfeiçoado nas próximas épocas reduzindo a subnotificação e melhorando o preenchimento dos campos necessários ao estudo da doença. A época de vigilância da gripe 2015/2016 foi em muitas caraterísticas comparável ao descrito na maioria dos países europeus. A situação em Portugal destacou-se pela baixa intensidade da atividade gripal, pelo predomínio do vírus da gripe do subtipo A(H1)pdm09 acompanhada pela deteção de vírus do tipo B (linhagem Victoria) essencialmente no final da época gripal. A mortalidade por todas as causas durante a epidemia da gripe manteve-se dentro do esperado, não tendo sido observados excessos de mortalidade. Os vírus da gripe do subtipo predominante na época 2015/2016, A(H1)pdm09, revelaram-se antigénicamente semelhantes à estirpe vacinal. Os vírus da gripe do tipo B detetados distinguem-se da estirpe vacinal de 2015/2016. Este facto conduziu à atualização da composição da vacina antigripal para a época 2016/2017. A monitorização contínua da epidemia da gripe a nível nacional e mundial permite a cada inverno avaliar o impacto da gripe na saúde da população, monitorizar a evolução dos vírus da gripe e atuar de forma a prevenir e implementar medidas eficazes de tratamento da doença, especialmente quando esta se apresenta acompanhada de complicações graves.

Biomarkers of Nitrosative Stress: Development and validation of a new analytical method for 3-Nitrotyrosine quantification

Background: The nitration of tyrosine residues in proteins is associated with nitrosative stress, resulting in the formation of 3-nitrotyrosine (3-NT). 3-NT levels in biological samples have been associated with numerous physiological and pathological conditions. For this reason, several attempts have been made in order to develop methods that accurately quantify 3-NT in biological samples. Regarding chromatographic methods, they seem to be very accurate, showing very good sensibility and specificity. However, accurate quantification of this molecule, which is present at very low concentrations both at physiological and pathological states, is always a complex task and a target of intense research. Objectives: We aimed to develop a simple, rapid, low-cost and sensitive 3-NT quantification method for use in medical laboratories as an additional tool for diagnosis and/or treatment monitoring of a wide range of pathologies. We also aimed to evaluate the performance of the HPLC-based method developed here in a wide range of biological matrices. Material and methods: All experiments were performed on a Hitachi LaChrom Elite® HPLC system and separation was carried out using a Lichrocart® 250-4 Lichrospher 100 RP-18 (5μm) column. The method was further validated according to ICH guidelines. The biological matrices tested were serum, whole blood, urine, B16 F-10 melanoma cell line, growth medium conditioned with the same cell line, bacterial and yeast suspensions. Results: From all the protocols tested, the best results were obtained using 0.5% CH3COOH:MeOH:H2O (15:15:70) as the mobile phase, with detection at wavelengths 215, 276 and 356 nm, at 25ºC, and using a flow rate of 1 mL/min. By using this protocol, it was possible to obtain a linear calibration curve (correlation coefficient = 1), limits of detection and quantification in the order of ng/mL, and a short analysis time (<15 minutes per sample). Additionally, the developed protocol allowed the successful detection and quantification of 3-NT in all biological matrices tested, with detection at 356 nm. Conclusion: The method described in this study, which was successfully developed and validated for 3-NT quantification, is simple, cheap and fast, rendering it suitable for analysis in a wide range of biological matrices.

Endoscopic optical coherence tomography : design and application

This thesis presents an investigation on endoscopic optical coherence tomography (OCT). As a noninvasive imaging modality, OCT emerges as an increasingly important diagnostic tool for many clinical applications. Despite of many of its merits, such as high resolution and depth resolvability, a major limitation is the relatively shallow penetration depth in tissue (about 2∼3 mm). This is mainly due to tissue scattering and absorption. To overcome this limitation, people have been developing many different endoscopic OCT systems. By utilizing a minimally invasive endoscope, the OCT probing beam can be brought to the close vicinity of the tissue of interest and bypass the scattering of intervening tissues so that it can collect the reflected light signal from desired depth and provide a clear image representing the physiological structure of the region, which can not be disclosed by traditional OCT. In this thesis, three endoscope designs have been studied. While they rely on vastly different principles, they all converge to solve this long-standing problem.

A hand-held endoscope with manual scanning is first explored. When a user is holding a hand- held endoscope to examine samples, the movement of the device provides a natural scanning. We proposed and implemented an optical tracking system to estimate and record the trajectory of the device. By registering the OCT axial scan with the spatial information obtained from the tracking system, one can use this system to simply ‘paint’ a desired volume and get any arbitrary scanning pattern by manually waving the endoscope over the region of interest. The accuracy of the tracking system was measured to be about 10 microns, which is comparable to the lateral resolution of most OCT system. Targeted phantom sample and biological samples were manually scanned and the reconstructed images verified the method.

Next, we investigated a mechanical way to steer the beam in an OCT endoscope, which is termed as Paired-angle-rotation scanning (PARS). This concept was proposed by my colleague and we further developed this technology by enhancing the longevity of the device, reducing the diameter of the probe, and shrinking down the form factor of the hand-piece. Several families of probes have been designed and fabricated with various optical performances. They have been applied to different applications, including the collector channel examination for glaucoma stent implantation, and vitreous remnant detection during live animal vitrectomy.

Lastly a novel non-moving scanning method has been devised. This approach is based on the EO effect of a KTN crystal. With Ohmic contact of the electrodes, the KTN crystal can exhibit a special mode of EO effect, termed as space-charge-controlled electro-optic effect, where the carrier electron will be injected into the material via the Ohmic contact. By applying a high voltage across the material, a linear phase profile can be built under this mode, which in turn deflects the light beam passing through. We constructed a relay telescope to adapt the KTN deflector into a bench top OCT scanning system. One of major technical challenges for this system is the strong chromatic dispersion of KTN crystal within the wavelength band of OCT system. We investigated its impact on the acquired OCT images and proposed a new approach to estimate and compensate the actual dispersion. Comparing with traditional methods, the new method is more computational efficient and accurate. Some biological samples were scanned by this KTN based system. The acquired images justified the feasibility of the usage of this system into a endoscopy setting. My research above all aims to provide solutions to implement an OCT endoscope. As technology evolves from manual, to mechanical, and to electrical approaches, different solutions are presented. Since all have their own advantages and disadvantages, one has to determine the actual requirements and select the best fit for a specific application.

Biobanks: Experience of the School of Medicine and the “Dr. José Eleuterio González” University Hospital of the Universidad Autónoma de Nuevo León

Medical research has greatly beneited from molecular biology and increasingly relies on tools from the “omics” disciplines (mainly genomics, transcriptomics, proteomics and metabolomics). The availability of biological samples preserved with high quality standards is a sine qua non condition for such studies and their repositories are referred to as biobanks. Biobanks support the transportation, storage, preservation, and initial pathological and analytical examinations of biospecimens, as well as the protection of relevant information and the comparison of clinical and laboratory findings. A biobank facility is one of the most valuable tools the academic medicine organizations can offer to their researchers to improve the competitiveness of their current and future medical research. it acts as an essential bridge and an effective catalyst for research synergies between basic and clinical sciences, and it can be potentiated with efforts to raise funds for acquiring and maintaining cutting-edge analytical infrastructure to better serve its clinical, pharmaceutical and biotech clients.

Biological, physical and chemical characteristics of water and sediment samples from the Volga River delta, northern Caspian

Based on the data of synchronous observations of hydrophysical and biogeochemical parameters in the near-mouth and shallow-water areas of the northern Caspian in 2000-2001, the scale of spatiotemporal variability in the following characteristics of the water-bottom system was estimated (1) flow velocity and direction within vortex structures formed by the combined effect of wind, discharge current, and the presence of higher aquatic plants; (2) dependence of the spatial distribution of the content and composition of suspended particulate matter on the hydrodynamic regime of waters and development of phytoplankton; (3) variations in the grain-size, petrographic, mineralogical, and chemical compositions of the upper layer of bottom sediments at several sites in the northern Caspian related to the particular local combination of dominant natural processes; and (4) limits of variability in the group composition of humus compounds in bottom sediments. The acquired data are helpful in estimating the geochemical consequences of a sea level rise and during the planning of preventive environmental protection measures in view of future oil and gas recovery in this region.

Biological monitoring of occupational exposure to polycyclic aromatic hydrocarbons in prebake smelting

In 1984, the International Agency for Research on Cancer determined that working in the primary aluminium production process was associated with exposure to certain polycyclic aromatic hydrocarbons (PAHs) that are probably carcinogenic to humans. Key sources of PAH exposure within the occupational environment of a prebake aluminium smelter are processes associated with use of coal-tar pitch. Despite the potential for exposure via inhalation, ingestion and dermal adsorption, to date occupational exposure limits exist only for airborne contaminants. This study, based at a prebake aluminium smelter in Queensland, Australia, compares exposures of workers who came in contact with PAHs from coal-tar pitch in the smelter’s anode plant (n = 69) and cell-reconstruction area (n = 28), and a non-production control group (n = 17). Literature relevant to PAH exposures in industry and methods of monitoring and assessing occupational hazards associated with these compounds are reviewed, and methods relevant to PAH exposure are discussed in the context of the study site. The study utilises air monitoring of PAHs to quantify exposure via the inhalation route and biological monitoring of 1-hydroxypyrene (1-OHP) in urine of workers to assess total body burden from all routes of entry. Exposures determined for similar exposure groups, sampled over three years, are compared with published occupational PAH exposure limits and/or guidelines. Results of paired personal air monitoring samples and samples collected for 1-OHP in urine monitoring do not correlate. Predictive ability of the benzene-soluble fraction (BSF) in personal air monitoring in relation to the 1-OHP levels in urine is poor (adjusted R2 < 1%) even after adjustment for potential confounders of smoking status and use of personal protective equipment. For static air BSF levels in the anode plant, the median was 0.023 mg/m3 (range 0.002–0.250), almost twice as high as in the cell-reconstruction area (median = 0.013 mg/m3, range 0.003–0.154). In contrast, median BSF personal exposure in the anode plant was 0.036 mg/m3 (range 0.003–0.563), significantly lower than the median measured in the reconstruction area (0.054 mg/m3, range 0.003–0.371) (p = 0.041). The observation that median 1-OHP levels in urine were significantly higher in the anode plant than in the reconstruction area (6.62 µmol/mol creatinine, range 0.09–33.44 and 0.17 µmol/mol creatinine, range 0.001–2.47, respectively) parallels the static air measurements of BSF rather than the personal air monitoring results (p < 0.001). Results of air measurements and biological monitoring show that tasks associated with paste mixing and anode forming in the forming area of the anode plant resulted in higher PAH exposure than tasks in the non-forming areas; median 1-OHP levels in urine from workers in the forming area (14.20 µmol/mol creatinine, range 2.02–33.44) were almost four times higher than those obtained from workers in the non-forming area (4.11 µmol/mol creatinine, range 0.09–26.99; p < 0.001). Results justify use of biological monitoring as an important adjunct to existing measures of PAH exposure in the aluminium industry. Although monitoring of 1-OHP in urine may not be an accurate measure of biological effect on an individual, it is a better indicator of total PAH exposure than BSF in air. In January 2005, interim study results prompted a plant management decision to modify control measures to reduce skin exposure. Comparison of 1-OHP in urine from workers pre- and post-modifications showed substantial downward trends. Exposure via the dermal route was identified as a contributor to overall dose. Reduction in 1-OHP urine concentrations achieved by reducing skin exposure demonstrate the importance of exposure via this alternative pathway. Finally, control measures are recommended to ameliorate risk associated with PAH exposure in the primary aluminium production process, and suggestions for future research include development of methods capable of more specifically monitoring carcinogenic constituents of PAH mixtures, such as benzo[a]pyrene.

A comparison of methods for classifying clinical samples based on proteomics data : a case study for statistical and machine learning approaches

The discovery of protein variation is an important strategy in disease diagnosis within the biological sciences. The current benchmark for elucidating information from multiple biological variables is the so called “omics” disciplines of the biological sciences. Such variability is uncovered by implementation of multivariable data mining techniques which come under two primary categories, machine learning strategies and statistical based approaches. Typically proteomic studies can produce hundreds or thousands of variables, p, per observation, n, depending on the analytical platform or method employed to generate the data. Many classification methods are limited by an n≪p constraint, and as such, require pre-treatment to reduce the dimensionality prior to classification. Recently machine learning techniques have gained popularity in the field for their ability to successfully classify unknown samples. One limitation of such methods is the lack of a functional model allowing meaningful interpretation of results in terms of the features used for classification. This is a problem that might be solved using a statistical model-based approach where not only is the importance of the individual protein explicit, they are combined into a readily interpretable classification rule without relying on a black box approach. Here we incorporate statistical dimension reduction techniques Partial Least Squares (PLS) and Principal Components Analysis (PCA) followed by both statistical and machine learning classification methods, and compared them to a popular machine learning technique, Support Vector Machines (SVM). Both PLS and SVM demonstrate strong utility for proteomic classification problems.

Chemical variability of groundwater samples collected from a Coal Seam Gas exploration well, Maramarua, New Zealand

A pilot study has produced 31 groundwater samples from a coal seam gas (CSG) exploration well located in Maramarua, New Zealand. This paper describes sources of CSG water chemistry variations, and makes sampling and analytical recommendations to minimize these variations. The hydrochemical character of these samples is studied using factor analysis, geochemical modelling, and a sparging experiment. Factor analysis unveils carbon dioxide (CO2) degassing as the principal cause of sample variation (about 33%). Geochemical modelling corroborates these results and identifies minor precipitation of carbonate minerals with degassing. The sparging experiment confirms the effect of CO2 degassing by showing a steady rise in pH while maintaining constant alkalinity. Factor analysis correlates variations in the major ion composition (about 17%) to changes in the pumping regime and to aquifer chemistry variations due to cation exchange reactions with argillaceous minerals. An effective CSG water sampling program can be put into practice by measuring pH at the well head and alkalinity at the laboratory; these data can later be used to calculate the carbonate speciation at the time the sample was collected. In addition, TDS variations can be reduced considerably if a correct drying temperature of 180°C is consistently implemented.

Cellular model systems to study the tumor biological role of kallikrein-related peptidases in ovarian and prostate cancer

Since the identification of the gene family of kallikrein related peptidases (KLKs), their function has been robustly studied at the biochemical level. In vitro biochemical studies have shown that KLK proteases are involved in a number of extracellular processes that initiate intracellular signaling pathways by hydrolysis, as reviewed in Chapters 8, 9, and 15, Volume 1. These events have been associated with more invasive phenotypes of ovarian, prostate, and other cancers. Concomitantly, aberrant expression of KLKs has been associated with poor prognosis of patients with ovarian and prostate cancer (Borgoño and Diamandis, 2004; Clements et al., 2004; Yousef and Diamandis, 2009), with prostate-specific antigen (PSA, KLK3) being a long standing, clinically employed biomarker for prostate cancer (Lilja et al., 2008). Data generated from patient samples in clinical studies, alongwith biochemical activity, suggests that KLKs function in the development and progression of these diseases. To bridge the gap between their function at the molecular level and the clinical need for efficacious treatment and prognostic biomarkers, functional assessment at the in vitro cellular level, using various culture models, is increasing, particularly in a three-dimensional (3D) context (Abbott, 2003; Bissell and Radisky, 2001; Pampaloni et al., 2007; Yamada and Cukierman, 2007).

Pooled biological specimens for human biomonitoring of environmental chemicals : opportunities and limitations

Biomonitoring has become the ‘gold standard’ in assessing chemical exposures, and plays an important role in risk assessment. The pooling of biological specimens – combining multiple individual specimens into a single sample – can be used in biomonitoring studies to monitor levels of exposure and identify exposure trends, or to identify susceptible populations in a cost-effective manner. Pooled samples provide an estimate of central tendency, and may also reveal information about variation within the population. The development of a pooling strategy requires careful consideration of the type and number of samples collected, the number of pools required, and the number of specimens to combine per pool in order to maximize the type and robustness of the data. Creative pooling strategies can be used to explore exposure-outcome associations, and extrapolation from other larger studies can be useful in identifying elevated exposures in specific individuals. The use of pooled specimens is advantageous as it saves significantly on analytical costs, may reduce the time and resources required for recruitment, and in certain circumstances, allows quantification of samples approaching the limit of detection. In addition, use of pooled samples can provide population estimates while avoiding ethical difficulties that may be associated with reporting individual results.

Two-photon fluorescence spectroscopy for identification of healthy and malignant biological tissues

Two-photon fluorescence spectroscopy has been performed on rat skeletal muscles to investigate the effect of fixation processes on the micro-environments of the endogenous fluorophors in rat skeletal muscles. The two-photon fluorescence spectra measured for different fixation periods show a differential among those samples that were fixed in water, formalin and methanol, respectively. The results imply that two-photon fluorescence spectroscopy can be a potential technique for identification of healthy and malignant biological tissues.

Biological monitoring in workers in a nitrobenzene reduction plant : Haemoglobin versus serum albumin adducts

The high priority of monitoring workers exposed to nitrobenzene is a consequence of clear findings of experimental carcinogenicity of nitrobenzene and the associated evaluations by the International Agency for Research on Cancer. Eighty male employees of a nitrobenzene reduction plant, with potential skin contact with nitrobenzene and aniline, participated in a current medical surveillance programme. Blood samples were routinely taken and analysed for aniline, 4-aminodiphenyl (4-ADP) and benzidine adducts of haemoglobin (Hb) and human serum albumin (HSA). Also, levels of methaemoglobin (Met-Hb) and of carbon monoxide haemoglobin (CO-Hb) were monitored. Effects of smoking were straightforward. Using the rank sum test of Wilcoxon, we found that very clear-cut and statistically significant smoking effects (about 3-fold increases) were apparent on CO-Hb (P = 0.00085) and on the Hb adduct of 4-ADP (P = 0.0006). The mean aniline-Hb adduct level in smokers was 1.5 times higher than in non-smokers; the significance (P = 0.05375) was close to the 5% level. The strongest correlation was evident between the Hb and HSA adducts of aniline (rs = 0.846). Less pronounced correlations (but with P values < 0.02) appeared between aniline-Hb and 4-ADP-Hb adducts (rs = 0.388), between 4-ADP and 4-ADP-HSA adducts (rs = 0.373), and between 4-ADP-Hb and aniline-HSA adducts (rs = 0.275). In view of the proposal for additional use of the aniline-HSA adduct for biological monitoring, particularly in cases of acute overexposures or poisonings, the strong correlation of the Hb and HSA conjugates is noteworthy; the ratio aniline-HSA:aniline-Hb was 1:42 for the entire cohort.