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1.
Front Biosci (Landmark Ed) ; 28(1): 3, 2023 01 10.
Artículo en Inglés | MEDLINE | ID: mdl-36722277

RESUMEN

BACKGROUND: Brewer's spent grain (BSG) is one of the main by-products of beer industry, little used because of its high moisture making it difficult to transport and store. Mainly used as animal feed and for energy production, the agro-industrial waste have recently attracted attention as source of bioactive compounds, with potential applications in many sectors as food, nutraceutical, pharmaceutical, cosmetic, food packaging. The present work focuses on BSG as potential source of valuable small-size bioactive compounds. METHODS: Laboratory-made BSG was obtained by using four base malts for mashing. After drying, BSG was eco-friendly extracted with water and the extracts analyzed by untargeted ElectroSpray Ionization (ESI)-Mass Spectrometry (MS)/Mass Spectrometry (MS) (ESI-MS/MS) infusion experiments and by targeted High Performance Liquid Chromatography-PhotoDiodeArray-ElectroSpray Ionization-Mass Spectrometry (HPLC-PDA-ESI-MS) in Selected Ion Recording (SIR) mode analysis, to investigate the metabolic profile, the phenolic profile, the individual phenolic content, and tryptophan content. Aqueous extracts of malts and wort samples were also analyzed for a comparison. Data were statistically analyzed by ANOVA test. An explorative analysis based on Principal Component Analysis (PCA) was also carried out on malts, wort and threshes, in order to study correlation among samples and between samples and variables. RESULTS: The untargeted ESI-MS/MS infusion experiments provided the mass spectral fingerprint of BSG, evidencing amino acids (γ-aminobutyric acid, proline, valine, threonine, leucine/isoleucine, lysine, histidine, phenylalanine and arginine) and organic and inorganic acids (pyruvic, lactic, phosphoric, valerianic, malonic, 2-furoic, malic, citric and gluconic acids), besides sugars. γ-Aminobutyric acid and lactic acid resulted predominant among the others. The targeted HPLC-PDA-ESI-MS in SIR mode analysis provided the phenolic profile of the polar fraction of BSG, evidenced tryptophan as the main residual metabolite in BSG (62.33-75.35 µg/g dry BSG), and catechin (1.13-4.24 µg/g dry BSG) as the representative phenolic antioxidant of not pre-treated BSG samples. The chemometric analysis of the individual compounds content in BSG, malt and wort evidenced similarities and differences among the samples. CONCLUSIONS: As main goal, the phytochemical characterization of BSG from base malts highlighted BSG as a potential source of small biomolecules, as tryptophan and catechin, besides γ-aminobutyric acid and lactic acid, opening to new perspectives of application for BSG. Strategies for their recovery are a future challenge. Moreover, ESI-MS/MS analysis was confirmed as a powerful tool for fast characterization of complex matrix. Last, results obtained by chemometric elaboration of data demonstrated the possibility to monitor a small number of molecules to ensure the quality of a final product.


Asunto(s)
Catequina , Espectrometría de Masas en Tándem , Animales , Triptófano , Cromatografía Liquida , Espectrometría de Masa por Ionización de Electrospray
2.
Molecules ; 28(2)2023 Jan 15.
Artículo en Inglés | MEDLINE | ID: mdl-36677918

RESUMEN

Recently, there has been a growing interest in producing functional foods containing encapsulated probiotic bacteria due to their positive effects on human health. According to their perceived health benefits, probiotics have been incorporated into a range of dairy products, but the current major challenge is to market new, multicomponent probiotic foods and supplements. Nevertheless, only a few products containing encapsulated probiotic cells can be found as non-refrigerated products. In this work, spray drying technology was investigated in order to produce an innovative nutraceutical formulation based on lactic acid bacteria (LAB), and was able to ensure a good storage stability of probiotics (no less than 109 CFU/cps) in non-refrigerated conditions. Probiotic-loaded microparticles from spray drying experiments were produced under different conditions and compared by thermogravimetric analysis (TGA), scanning electron microscopy (SEM), and the enumeration of the number of viable cells in order to identify the formulation exhibiting the most promising characteristics. Results from the dissolution test revealed that the optimized formulation provides a suitable amount of living cells after digestion of microparticles stored for 12 months at room temperature and confirmed that the microencapsulation process by spray drying ensures a good protection of probiotics for nutraceutical purposes.


Asunto(s)
Probióticos , Secado por Pulverización , Humanos , Viabilidad Microbiana , Bacterias , Productos Lácteos/microbiología
3.
Molecules ; 27(24)2022 Dec 15.
Artículo en Inglés | MEDLINE | ID: mdl-36558054

RESUMEN

The on-line thermally induced evolved gas analysis (OLTI-EGA) is widely applied in many different fields. Aimed to update the applications, our group has systematically collected and published examples of EGA characterizations. Following the recently published review on EGA-MS applications, this second part reviews the latest applications of Evolved Gas Analysis performed by on-line coupling heating devices to infrared spectrometers (EGA-FTIR). The selected 2019, 2020, 2021 and early 2022 references are collected and briefly described in this review; these are useful to help researchers to easily find applications that are sometimes difficult to locate.


Asunto(s)
Espectroscopía Infrarroja por Transformada de Fourier
4.
Molecules ; 27(11)2022 May 30.
Artículo en Inglés | MEDLINE | ID: mdl-35684458

RESUMEN

Advances in on-line thermally induced evolved gas analysis (OLTI-EGA) have been systematically reported by our group to update their applications in several different fields and to provide useful starting references. The importance of an accurate interpretation of the thermally-induced reaction mechanism which involves the formation of gaseous species is necessary to obtain the characterization of the evolved products. In this review, applications of Evolved Gas Analysis (EGA) performed by on-line coupling heating devices to mass spectrometry (EGA-MS), are reported. Reported references clearly demonstrate that the characterization of the nature of volatile products released by a substance subjected to a controlled temperature program allows us to prove a supposed reaction or composition, either under isothermal or under heating conditions. Selected 2019, 2020, and 2021 references are collected and briefly described in this review.


Asunto(s)
Gases , Calefacción , Gases/análisis , Espectrometría de Masas
5.
Front Mol Biosci ; 9: 1108896, 2022.
Artículo en Inglés | MEDLINE | ID: mdl-36699704

RESUMEN

The rheological properties of blood play an important role in regulating blood flow in micro and macro circulation. In thalassemia syndromes red blood cells exhibit altered hemodynamic properties that facilitate microcirculatory diseases: increased aggregation and reduced deformability, as well as a marked increase in adherence to the vascular endothelial cells. A personalized approach to treating thalassemia patients (transfusions, iron chelation, and splenectomy), has increased patients' life expectancy, however they generally present many complications and several studies have demonstrated the presence of high incidence of thromboembolic events. In this study the hemorheological profiles of thalassemia patients have been characterized to point out new indices of vascular impairment in thalassemia. Plasma viscosity, blood viscosities at low and high shear rates (η1 and η200, respectively), erythrocyte aggregation index (η1/η200), and the erythrocyte viscoelastic profile (elastic modulus G', and viscous modulus G") have been studied in transfusion-dependent and non-transfusion-dependent thalassemia patients. Moreover, the levels of inflammation biomarkers in thalassemia have been evaluated to investigate a relationship between the biomarkers, the disease severity and the rheological parameters. The biomarkers studied are the main components of the immune and endothelial systems or are related to vascular inflammation: cytokines (IL-2, IL-6, IL-10, IL-17A, TNF-alpha), chemokines (IL-8, MIP-1alpha), adipocytokines (leptin and adiponectin), growth factors (VEGF, angiopoietin-1), adhesion molecules (ICAM-1, VCAM-1, E-selectin, L-selectin), and a monocyte/macrophage activation marker (CD163). This study shows that transfusion-dependent thalassemia patients, both major and intermedia, have blood viscosities comparable to those of healthy subjects. Non-transfusion-dependent thalassemia intermedia patients show high blood viscosities at low shear rates (η1), corresponding to the flow conditions of the microcirculation, an increase in erythrocyte aggregation, and high values of the elastic G' and viscous G" modules that reflect a reduced erythrocyte deformability and an increase in blood viscosity. Levels of cytokines, chemokines and adhesion molecules are different in transfusion- and non-transfusion dependent patients and positive correlations between η1 or η1/η200 and the cytokines IL-6 and IL-10 have been observed. The evaluation of the hemorheological profiles in thalassemia can provide new indicators of vascular impairment and disease severity in thalassemia in order to prevent the onset of thromboembolic events.

6.
Diagnostics (Basel) ; 11(1)2021 Jan 14.
Artículo en Inglés | MEDLINE | ID: mdl-33466645

RESUMEN

Chronothanatology has always been a challenge in forensic sciences. Therefore, the importance of a multidisciplinary approach for the characterization of matrices (organs, tissues, or fluids) that respond linearly to the postmortem interval (PMI) is emerging increasingly. The vitreous humor is particularly suitable for studies aimed at assessing time-related modifications because it is topographically isolated and well-protected. In this work, a novel approach based on thermogravimetry and chemometrics was used to estimate the time since death in the vitreous humor and to collect a databank of samples derived from postmortem examinations after medico-legal evaluation. In this study, contaminated and uncontaminated specimens with tissue fragments were included in order to develop a classification model to predict time of death based on partial least squares discriminant analysis (PLS-DA) that was as robust as possible. Results demonstrate the possibility to correctly predict the PMI even in contaminated samples, with an accuracy not lower than 70%. In addition, the correlation coefficient of the measured versus predicted outcomes was found to be 0.9978, confirming the ability of the model to extend its feasibility even to such situations involving contaminated vitreous humor.

7.
Front Chem ; 8: 614718, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-33335892

RESUMEN

In this work, an innovative screening platform based on MicroNIR and chemometrics is proposed for the on-site and contactless monitoring of the quality of milk using simultaneous multicomponent analysis. The novelty of this completely automated tool consists of a miniaturized NIR spectrometer operating in a wireless mode that allows samples to be processed in a rapid and accurate way and to obtain in a single click a comprehensive characterization of the chemical composition of milk. To optimize the platform, milk specimens with different origins and compositions were considered and prediction models were developed by chemometric analysis of the NIR spectra using Partial Least Square regression algorithms. Once calibrated, the platform was used to predict samples acquired in the market and validation was performed by comparing results of the novel platform with those obtained from the chromatographic analysis. Results demonstrated the ability of the platform to differentiate milk as a function of the distribution of fatty acids, providing a rapid and non-destructive method to assess the quality of milk and to avoid food adulteration.

8.
J Pharm Anal ; 10(4): 351-355, 2020 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-32923009

RESUMEN

In this work, functionalized carbon nanotubes (CNTs) using two polyamine polymers, polyethyleneimine (PEI) and polyamidoamine dendrimer (PAMAM), were investigated by thermal analysis in order to address preparation strategies to obtain low cytotoxic compounds with the ability to conjugate microRNAs and, at the same time, to transfect efficiently endothelial cells. Thermogravimetric analysis (TGA) was coupled to chemometrics as a novel analytical strategy to characterize functionalized CNTs from different preparation conditions. In particular, two starting materials were considered: very small CNTs and carboxylated CNTs (CNT-COOH) in order to examine the affinity with polymers. Chemometrics permitted to compare results from TGA and to investigate the effect of a number of factors affecting the synthesis of coated nanotubes including a different amount of involved polymer and the time required for the suspension for a satisfactory and reproducible preparation procedure. The results demonstrated the effectiveness of TGA as a tool able to address synthesis of coated CNTs to be employed as efficient drug delivery vectors in biomedical applications.

9.
Talanta ; 219: 121243, 2020 Nov 01.
Artículo en Inglés | MEDLINE | ID: mdl-32887134

RESUMEN

In this study, the capability of thermogravimetry in conjuction with a multivariate statistical analysis, was investigated for the screening of Sickle Cell Anemia (SCA), a hereditary disorder of hemoglobin characterized by severe hemolytic anemia with different severe clinical manifestations. SCA results from a mutation in the sixth codon of the beta globin gene, which results in the substitution of glutamic acid for valine and leads to the production of an altered form of hemoglobin, hemoglobin S (HbS). People with this disorder have atypical hemoglobin molecules which tend to aggregate together and form filaments inside the red blood cells. These deformed red blood cells called half-moon or sickle, are rigid and unable to flow inside the small vessels, creating occlusions of the small circulation. Systematic screening for SCA is not a common practice, and diagnosis is usually made when a severe complication occurs. An early and rapid diagnosis is important for patients in order to prevent and treat the painful episodes that can occur when sickled red blood cells, which are stiff and inflexible, get stuck in small blood vessels. A novel test was developed using whole blood samples from patients with congenital defects and analyzed by the TG7 thermobalance (PerkinElmer) without any pretreatment. The resulting TG and DTG curves of blood samples were compared to those typical of healthy individuals and results demonstrated a different thermal behaviour of the anemic patients with respect to healthy individuals as result of the different amounts of water content and corpuscular fraction. The multivariate statistical analysis performed by chemometrics allowed a quick identification of differences between the two population and provided a model of prediction in patients with heterogeneous congenital hematological disorders. The predictive ability of the model was tested by processing patient affected by SCA and with a confirmed diagnosis obtained by the molecular analysis. The model provided for a sensitivity and an accuracy of a 100% and an error of prediction of about 0.1%.


Asunto(s)
Anemia de Células Falciformes , Hemoglobina Falciforme , Anemia de Células Falciformes/diagnóstico , Anemia de Células Falciformes/genética , Diagnóstico Precoz , Eritrocitos , Hemoglobina Falciforme/genética , Hemoglobinas , Humanos , Modelos Teóricos
10.
Front Mol Biosci ; 7: 141, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32850950

RESUMEN

Introduction: Hemoglobinopathies are the most common genetic disorder wordlwide and because of migrations are become an emerging global health problem. Screening programmes for Sickle cell disease and Thalassemia have been implemented in some countries, but are not a common practice, due to a lack in the accuracy of the methods and to the costs of the analyses. Objectives: The objective of this study was the application of the thermogravimetry coupled to chemometrics as new screening method to perform an early diagnosis of thalassemia and sickle cell disease. Methods: Whole blood samples (30 µL) from sickle cell anemia and thalassemia patients were analyzed using the thermobalance TG7 and the resulting curves were compared with those of healthy individuals. A chemometric approach based on Principal Components Analysis (PCA) was exploited to enhance correlation between thermogravimetric profiles and a model of prediction by Partial Least Square Discriminant Analysis (PLS-DA) was developed and validated. Results: The characteristic profile of the blood sample thermal decomposition and the first derivative of the TG curve showed that patients were clearly distinguished from healthy individuals as a result of different amounts of water and corpuscular fraction of blood. The chemometric approach based on PCA allowed a quick identification of differences between healthy subjects and patients and also between thalassemic and sickle cell anemia subjects. Chemometric tools (PLS-DA) were used to validate a model of prediction to process the thermogravimetric curves and to obtain in 1 h an accurate diagnosis. The TGA/Chemometric test permitted to perform first level test for hemoglobinopathies with the same accuracy of confirmatory analyses obtained by the molecular investigation. Conclusions: A screening test based on the coupling of thermogravimetry and chemometrics was optimized for the differential diagnosis of hemoglobinopathies. The novel test is able to simultaneously perform a simple and fast diagnosis of sickle cell anemia or thalassemia, in a single analysis of few microliters of non-pretreated whole blood at low cost, and with high accuracy. Moreover this method results particularly suitable in pediatric patients as it requires small sample volumes and is able to characterize also transfused patients.

11.
Chem Commun (Camb) ; 56(55): 7557-7560, 2020 Jul 14.
Artículo en Inglés | MEDLINE | ID: mdl-32555869

RESUMEN

A multi-screening test based on the coupling of thermogravimetry and chemometrics was optimized for the differential diagnosis of hereditary hemolytic anemias. The novel test is able to simultaneously perform a simple and fast diagnosis of sickle cell anemia, thalassemia, hereditary spherocytosis and hereditary elliptocytosis in a single analysis of a few microliters of non-pretreated whole blood. The thermogravimetric profile of blood from patients affected by such disorders was found to be characteristic of a specific anemic status or a disorder due to membrane defects. In addition, chemometric tools were used to validate a model of prediction to process the thermogravimetric curves and to obtain in 1 hour an accurate diagnosis. The effectiveness of the novel test was evaluated by comparing results with the confirmatory analyses specific for each disorder. The TGA/chemometric test made it possible to perform a first level test of congenital erythrocyte defects, including the hemoglobinopathies and disorders due to membrane defects with the same accuracy of confirmatory analyses obtained by molecular investigation. In addition, the novel test was used for the diagnosis of a number of Italian difficult cases, including neonatal patients for which the conventional screening tests did not manage to obtain a diagnosis confirming the high prediction ability of the single multiscreening test.


Asunto(s)
Anemia Hemolítica Congénita/diagnóstico , Adolescente , Adulto , Anemia Hemolítica Congénita/sangre , Anemia Hemolítica Congénita/clasificación , Niño , Diagnóstico Diferencial , Análisis Discriminante , Membrana Eritrocítica/metabolismo , Eritrocitos/metabolismo , Femenino , Humanos , Análisis de los Mínimos Cuadrados , Masculino , Persona de Mediana Edad , Termogravimetría/métodos , Adulto Joven
12.
Analyst ; 145(13): 4452-4456, 2020 Jul 07.
Artículo en Inglés | MEDLINE | ID: mdl-32478764

RESUMEN

Systematic screening for congenital erythrocyte disorders is not a common practice, due to a lack in the accuracy of the methods and to the costs of the analyses. As a consequence, the diagnosis is usually made when a severe complication occurs. This study introduces an innovative method to perform the screening of a hereditary disease characterized by erythrocyte membrane defects such as hereditary spherocytosis (HS) and hereditary elliptocytosis (HE). Blood samples from healthy donors and patients affected by HS and HE were processed by thermogravimetric analysis (TGA) and the resulting curves were analyzed by chemometrics in order to develop a model of prediction. A novel test was developed and validated by chemometrics and results were found to be in accordance with the genetic diagnosis, confirming the prediction ability of the optimized model that uses few microliters of whole non pretreated blood to perform the diagnosis of HS/HE in less than one hour.


Asunto(s)
Análisis Químico de la Sangre/métodos , Eliptocitosis Hereditaria/diagnóstico , Esferocitosis Hereditaria/diagnóstico , Termogravimetría/métodos , Adolescente , Adulto , Anciano , Análisis Químico de la Sangre/estadística & datos numéricos , Niño , Preescolar , Diagnóstico Diferencial , Análisis Discriminante , Eliptocitosis Hereditaria/sangre , Femenino , Humanos , Lactante , Recién Nacido , Análisis de los Mínimos Cuadrados , Masculino , Persona de Mediana Edad , Análisis de Componente Principal , Esferocitosis Hereditaria/sangre , Adulto Joven
13.
Talanta ; 211: 120672, 2020 May 01.
Artículo en Inglés | MEDLINE | ID: mdl-32070595

RESUMEN

Cannabinoids in hemp plant are strictly located in the inflorescence, in particular in top side of the plant while a lower amount may be found in the leaves. As a consequence, the lower amount of cannabinoids which can be recovered in the hemp flours is obtained from seeds, thus from contamination during harvesting procedures. To this aim, a screening test for the real time detection of cannabinoids in hemp flour was developed by a miniaturized analytical platform based on the MicroNIR spectrometer. Chemometrics was used to develop models of prediction to identify the cannabinoids and simultaneously to quantify the residual amounts in order to accomplish specific regulatory legislation according to the country. In particular, Partial Least Square-Discriminant Analysis (PLS-DA) and Partial Least Square regression (PLSr) were applied and results demonstrated that MicroNIR/Chemometric platform permit to differentiate hemp flours according to the presence of CBD, THC and CBG. In addition, for each cannabinoid, a quantification method was developed in the range 0.001-0.1 %ww, and their performances were evaluated by comparing results to those obtained by the reference procedures. Processing of the real samples provided a suitable correlation and confirmed the capabilities of this innovative platform to be used for the monitoring of the residual content of cannabinoids in hemp flours.


Asunto(s)
Cannabinoides/análisis , Harina/análisis , Cannabis , Contaminación de Alimentos/análisis , Miniaturización , Espectroscopía Infrarroja Corta
14.
Analyst ; 145(5): 1777-1782, 2020 Mar 02.
Artículo en Inglés | MEDLINE | ID: mdl-31915770

RESUMEN

In this work, the capabilities of a novel miniaturized and portable microNIR spectrometer were investigated in order to propose a practical and intelligible test allowing the rapid and easy screening of cannabinoids in veterinary feeds. In order to develop a predictive model that could identify and simultaneously quantify the residual amounts of cannabinoids, specimens from popular veterinary feeds were considered and spiked with increasing amounts of cannabidiol (CBD), Δ9-tetrahydrocannabinol (THC), and cannabigerol (CBG). Partial least squares discriminant analysis (PLS-DA) and partial least squares regression (PLSr) were applied for the simultaneous detection and quantification of cannabinoids. The results demonstrated that the microNIR/chemometric platform could statistically identify the presence of CBD, THC and CBG in the simulated samples containing cannabinoids from 0.001 to 0.01%w/w, with the accuracy and sensitivity of the official reference methods actually proposed. The method was checked against false positive and true positive responses, and the results proved to be those required for confirmatory analyses, permitting to provide a fast and accurate method for monitoring cannabinoids in veterinary feeds.


Asunto(s)
Alimentación Animal/análisis , Cannabinoides/análisis , Dieta/veterinaria , Miniaturización/instrumentación , Espectroscopía Infrarroja Corta/métodos , Animales , Bovinos , Espectrometría de Masas en Tándem
15.
Talanta ; 208: 120456, 2020 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-31816788

RESUMEN

In this work, a novel coupled approach MicroNIR/Chemometrics based on a miniaturized and portable spectrometer is proposed for the on site detection of amphetamines (AMP) in non pretreated oral fluids. In particular, the coupling of MicroNIR with chemometrics was investigated with the aim of developing a fast and accurate approach able to perform the on-site prediction of AMP abuse. A predictive model to be used in real cases was developed by collecting specimens from volunteers and spiked samples with increasing amounts of AMP were prepared to optimize calibration. Partial Least Square-Discriminant Analysis (PLS-DA) and Partial Least Square regression (PLS) were involved to detect and quantify AMP. Results demonstrated that MicroNIR/Chemometric platform is statistically able to identify AMP abuse in simulated oral fluid samples containing, with the accuracy and sensitivity of the actual proposed official reference methods. The method was checked against false positive and true positive response and results proved to be those required for confirmatory analyses. This method would permit to simplify AMP abuse monitoring for roadside drug testing or workplace surveillance and may be of help at first aid points.


Asunto(s)
Anfetamina/análisis , Estimulantes del Sistema Nervioso Central/análisis , Saliva/química , Detección de Abuso de Sustancias/métodos , Adolescente , Adulto , Análisis Discriminante , Femenino , Humanos , Análisis de los Mínimos Cuadrados , Masculino , Persona de Mediana Edad , Espectroscopía Infrarroja Corta , Adulto Joven
16.
RSC Adv ; 10(71): 43394-43399, 2020 Nov 27.
Artículo en Inglés | MEDLINE | ID: mdl-35519692

RESUMEN

In this work, an innovative screening platform is developed and validated for the on site detection of cannabinoids in hemp seed oil, for food safety control of commercial products. The novelty of this completely automated tool consists of a miniaturized NIR spectrometer operating in a wireless mode that permits processing samples in a rapid and accurate way and to obtain in a single click the early detection of a residual amount of cannabinoids in oil, including cannabidiol (CBD), the psychoactive Δ9-tetrahydrocannabinol (THC) and the Δ9-tetrahydrocannabinolic acid (THCA). Simulated samples were realized to instruct the platform and prediction models were developed by chemometric analysis of the NIR spectra using partial least square regression algorithms. Once calibrated, the platform was used to predict samples acquired in the market and on websites. Validation of the system was achieved by comparing results with those obtained from GC-MS analyses and a good correlation was observed.

17.
Drug Alcohol Depend ; 205: 107578, 2019 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-31610296

RESUMEN

BACKGROUND: Δ9-Tetrahydrocannabinol (THC) is already considered one of the most addictive substances since an increasing number of consumers/abusers of THC and THC based products are observed worldwide. In this work, the capabilities of a novel miniaturized and portable MicroNIR spectrometer were investigated in order to propose a practical and intelligible test allowing the rapid and easy screening of Δ9-Tetrahydrocannabinol (THC) oral fluids without any pretreatment. METHODS: Specimens from volunteers were collected in order to consider any sources of variability in the spectral response and spiked with increasing amount of THC in order to realize predictive models to be used in real cases. Partial Least Square-Discriminant Analysis (PLS-DA) and Partial Least Square regression (PLSr) for the simultaneously detection and quantification of THC, were applied to baseline corrected spectra pre-treated by first derivative transform. RESULTS: Results demonstrated that MicroNIR/Chemometric platform is statistically able to identify THC abuse in simulated oral fluid samples containing THC from 10 to 100 ng/ml, with a precision and a sensitivity of about 1.51% and 0.1% respectively. CONCLUSIONS: The coupling MicroNIR/Chemometrics permits to simplify THC abuse monitoring for roadside drug testing or workplace surveillance and provides the rapid interpretation of results, as once the model is assessed, it can be used to process real samples in a "click-on" device.


Asunto(s)
Dronabinol/análisis , Microquímica/métodos , Saliva/química , Espectroscopía Infrarroja Corta/métodos , Detección de Abuso de Sustancias/métodos , Adolescente , Adulto , Analgésicos no Narcóticos/análisis , Líquidos Corporales/química , Femenino , Cromatografía de Gases y Espectrometría de Masas/métodos , Cromatografía de Gases y Espectrometría de Masas/normas , Humanos , Masculino , Microquímica/normas , Persona de Mediana Edad , Miniaturización/métodos , Miniaturización/normas , Espectroscopía Infrarroja Corta/normas , Detección de Abuso de Sustancias/normas , Factores de Tiempo , Adulto Joven
18.
Front Mol Biosci ; 6: 101, 2019.
Artículo en Inglés | MEDLINE | ID: mdl-31632985

RESUMEN

In this study the TGA/Chemometric test was applied for diagnosis of a case of congenital hemolytic anemia for which the common first level diagnostic tests were not able to find the erythrocyte congenital defect. A 6 years old girl presented chronic hemolytic anemia characterized by hyperbilirubinemia, increased spleen, negative Coombs tests, normal hemoglobin values, decreased mean corpuscular volume (MCV), increased red cell distribution width (RDW), reticulocytes and lactate dehydrogenase (LDH), and altered erythrocyte morphology (ovalocytes, spherocytes, and rare schizocytes). The diagnostic protocols for differential diagnosis of hereditary hemolytic anemia were carried out by the investigation of the congenital hemolytic anemias due to defects of membrane proteins and the most common erythrocyte enzymes, but no defect was found. The TGA/Chemometric test was applied and the PLS-DA model of prediction was used to process results. The thermogravimetric profile of the patient was very distinct from those of healthy subjects and comparable with those of thalassemia patients. The classification model applied to the patient identified a chronic hemolytic anemia due to a hemoglobin defect and the molecular characterization confirmed the TGA/Chemometrics results, demonstrating the presence of a very rare hemoglobin variant Hb Bibba (α2136(H19)Leu → Proß2). In conclusion the TGA/Chemometric test proved to be a promising tool for the screening of the hemoglobin defects, in a short time and at low cost, of this case of congenital hemolytic anemia of difficult diagnosis. This method results particularly suitable in pediatric patients as it requires small sample volumes and is able to characterize patients subjected to transfusion.

19.
Molecules ; 24(16)2019 Aug 20.
Artículo en Inglés | MEDLINE | ID: mdl-31434223

RESUMEN

Speciation studies are based on fundamental models that relate the properties of biomimetic coordination compounds to the stability of the complexes. In addition to the classic approach based on solution studies, solid state properties have been recently proposed as supporting tools to understand the bioavailability of the involved metal. A ten-year long systematic study of several different complexes of imidazole substituted ligands with transition metal ions led our group to the definition of a model based on experimental evidences. This model revealed to be a useful tool to predict the stability of such coordination complexes and is based on the induced behavior under thermal stress. Several different solid state complexes were characterized by Thermally Induced Evolved Gas Analysis by Mass Spectrometry (TI-EGA-MS). This hyphenated technique provides fundamental information to determine the solid state properties and to create a model that relates stability to coordination. In this research, the model resulting from our ten-year long systematic study of complexes of transition metal ions with imidazole substituted ligands is described. In view of a systematic addition of information, new complexes of Cu(II), Zn(II), or Cd(II) with 2-propyl-4,5-imidazoledicarboxylic acid were precipitated, characterized, and studied by means of Thermally Induced Evolved Gas Analysis performed by mass spectrometry (TI-EGA-MS). The hyphenated approach was applied to enrich the information related to thermally induced steps, to confirm the supposed decomposition mechanism, and to determine the thermal stability of the studied complexes. Results, again, allowed supporting the theory that only two main characteristic and common thermally induced decomposition behaviors join the imidazole substituted complexes studied by our group. These two behaviors could be considered as typical trends and the model allowed to predict coordination behavior and to provide speciation information.


Asunto(s)
Complejos de Coordinación/química , Imidazoles/química , Modelos Químicos , Cadmio/química , Cobre/química , Ligandos , Espectrometría de Masas , Temperatura , Zinc/química
20.
Anal Chem ; 91(10): 6435-6439, 2019 05 21.
Artículo en Inglés | MEDLINE | ID: mdl-31034204

RESUMEN

A novel, entirely automated MicroNIR-chemometric platform was developed for the "lab-on-click" detection of illicit drugs in nonpretreated oral fluids, and a novel tool for the first-level test is proposed. Calibration of the method was achieved by collecting oral-fluid specimens from volunteers, and chemometric analysis was considered for the development of models for prediction for cocaine, amphetamine, and Δ9-tetrahydrocannabinol. In addition, a comprehensive model was optimized for the simultaneous prediction of positive-negative samples and the specific illicit drug used by abusers in a single "click". The detection ability of the method was checked for true-positive and false-positive outcomes, and results were validated by a GC-MS reference official method. The MicroNIR-chemometric platform provided the simultaneous prediction of the three most frequently abused addictive drugs with the sensitivity and accuracy of the confirmatory analyses, offering the advantages of rapidity and simplicity and demonstrating that it is a promising tool for supporting public-health surveillance.


Asunto(s)
Drogas Ilícitas/química , Saliva/química , Detección de Abuso de Sustancias/instrumentación , Detección de Abuso de Sustancias/métodos , Humanos , Pruebas en el Punto de Atención
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