Analysis of amino acid mixtures by voltammetric electronic tongues and artificial neural networks

A new voltammetric electronic tongue formed with graphite-epoxy composite electrodes which were modified with metal-oxide nanoparticles is presented for the quantification of tryptophan, tyrosine and cysteine aminoacid mixtures. The signals were obtained by cyclic voltammetry, and data was processed using two different chemometric techniques, artificial neural networks and partial least squares regression, for comparison purposes. Before performing artificial neural networks data was compressed by fast Fourier transform or discrete wavelet transform. The best results were attained using artificial neural networks with previous fast Fourier transform compression of the data with a normalized root-mean-square error of 0.032 (n=15) for the external test subset. The present method shows results comparable to other similar approaches, but with a much easier sampling process for the training set and new electrode modifiers to form the voltammetric sensors

Eu(iii) and Tb(iii) complexes of 6-fold coordinating ligands showing high affinity for the hydrogen carbonate ion: A spectroscopic and thermodynamic study

In the present contribution, four classes of Ln(iii) complexes (Ln = Eu and Tb) have been synthesized and characterized in aqueous solution. They differ by charge, Ln(bpcd)+ [bpcd2- = N,N'-bis(2-pyridylmethyl)-trans-1,2-diaminocyclohexane N,N'-diacetate] and Ln(bQcd)+ (bQcd2- = N,N'-bis(2-quinolinmethyl)-trans-1,2-diaminocyclohexane N,N'-diacetate) being positively charged and Ln(PyC3A) (PyC3A3- = N-picolyl-N,N',N'-trans-l,2-cyclohexylenediaminetriacetate) and Ln(QC3A) (QC3A3- = N-quinolyl-N,N',N'-trans-l,2-cyclohexylenediaminetriacetate) being neutral. Combined DFT, spectrophotometric and potentiometric studies reveal the presence, under physiological conditions (pH 7.4), of a couple of equally and highly stable isomers differing by the stereochemistry of the ligands (trans-N,N and trans-O,O for bpcd2- and bQcd2-; trans-O,O and trans-N,O for PyC3A3- and QC3A3-). Their high log\u2009\u3b2 values (9.97 < log\u2009\u3b2 < 15.68), the presence of an efficient antenna effect and the strong increase of the Ln(iii) luminescence intensity as a function of the hydrogen carbonate concentration in physiological solution, render these complexes as very promising optical probes for a selective detection of HCO3-in cellulo or in extracellular fluid. This particularly applies to the cationic Eu(bpcd)+, Tb(bpcd)+ and Eu(bQcd)+ complexes, which are capable of guesting up to two hydrogen carbonate anions in the inner coordination sphere of the metal ion, so that they show an unprecedented affinity towards HCO3- (log\u2009K for the formation of the adduct in the 4.6-5.9 range)

A chiral lactate reporter based on total and circularly polarized Tb(iii) luminescence

The coordination features and signaling of a l-lactate ion by a [Tb(bpcd)]+(bpcd = N,N′-bis(2-pyridylmethyl)-trans-1,2-diaminocyclohexane-N,N′-diacetate) complex have been investigated by means of a combination of techniques, including total luminescence, calorimetry and circularly polarized luminescence. The l-lactate/[Tb(bpcd)]+association constant, determined by both luminescence titration and isothermal titration calorimetry, indicates a weak interaction (log K = 1.3-1.45) between the analyte and both enantiomers of the complex. The theoretical DFT calculations suggest that the most likely coordination of l-lactate to the possible stereoisomers of the [Tb(S,S-bpcd)]+complex (trans-O,O or trans-Npy,Npy) is one involving a hydroxyl group. The results of [Tb(rac-bpcd)]+as a chiroptical luminescent probe of l-lactate underline the peculiar role of the chiral 1,2-diaminocyclohexane (DACH) backbone. Indeed, the target anion is capable of inducing CPL activity in the racemic mixture of Tb complexes containing DACH-based ligands. The same is not observed for the achiral analogue [Tb(bped)]+(bped = N,N′-bis(2-pyridylmethyl)ethylenediamine-N,N′-diacetate) complex, likely because of the flexibility of the ethylenic group which allows an interconversion between different isomers which produces a null net CPL activity. Thanks to the differential quantum yield of the two diastereomeric species (R,R)-l and (S,S)-l, one can use the racemic complex to reveal l-lactate by measuring the induced CPL spectrum. Interestingly, this has been demonstrated in a commercial complex solution for medical use, containing several electrolytes, namely Ringer's lactate

Luminescent Eu3+ complexes in acetonitrile solution: Anion sensing and effect of water on the speciation

In this paper the trifluoromethansulphonate (CF3SO3 12, OTf 12, triflate) Eu3+ complexes of a new family of imine-based ligands with 1:1 ligand to metal mole ratio have been employed for luminescence sensing of NO3 12, F 12, Cl 12, Br 12, I 12, CH3COO 12 and ClO4 12, in non-anhydrous acetonitrile (wet AN = wAN) solution. The ligands show different donor ability and stereochemistry. In particular, they consist of the trans racemic isomers containing pyridine or furan as donating ring [N,N\u2032-bis(2-pyridylmethylidene)-1,2-(R,R+S,S)-cyclohexanediamine, L1; N,N\u2032-bis(2-furanylmethylidene)-1,2-(R,R+S,S)-cyclohexanediamine, L2 and the cis (meso) isomer containing the pyridine ring N,N\u2032-bis(2-pyridylmethylidene)-1,2-(R,S)-cyclohexanediamine, L3]. As far as the sensitivity and the selectivity towards the different anions are concerned, the donor ability of the heteroaromatic ring within the ligand backbone, plays a crucial role: the poorly donating furan-based ligand L2 shows the best sensitivity and selectivity towards nitrate. On the other hand, the stereochemistry of the pyridine-based ligand shows a significant effect on the bromide sensing. The effects of the water content on the stability of these complexes have been also studied. Even though the speciation in non-anhydrous is the same as in anhydrous AN (1:1 EuL and 1:2 EuL2 species), their stability is significantly lower. The reasons for this behavior are proposed to be mainly found in the different solvation of both Eu3+ ion and the ligands. \ua9 201

Colorimetric and Electrochemical Screening for Early Detection of Diabetes Mellitus and Diabetic Retinopathy—Application of Sensor Arrays and Machine Learning

In this review, a selection of works on the sensing of biomarkers related to diabetes mellitus (DM) and diabetic retinopathy (DR) are presented, with the scope of helping and encouraging researchers to design sensor-array machine-learning (ML)-supported devices for robust, fast, and cost-effective early detection of these devastating diseases. First, we highlight the social relevance of developing systematic screening programs for such diseases and how sensor-arrays and ML approaches could ease their early diagnosis. Then, we present diverse works related to the colorimetric and electrochemical sensing of biomarkers related to DM and DR with non-invasive sampling (e.g., urine, saliva, breath, tears, and sweat samples), with a special mention to some already-existing sensor arrays and ML approaches. We finally highlight the great potential of the latter approaches for the fast and reliable early diagnosis of DM and DR

A chiral lactate reporter based on total and circularly polarized Tb(iii) luminescence

The coordination features and signaling of a l-lactate ion by a [Tb(bpcd)]+(bpcd = N,N′-bis(2-pyridylmethyl)-trans-1,2-diaminocyclohexane-N,N′-diacetate) complex have been investigated by means of a combination of techniques, including total luminescence, calorimetry and circularly polarized luminescence. The l-lactate/[Tb(bpcd)]+association constant, determined by both luminescence titration and isothermal titration calorimetry, indicates a weak interaction (log K = 1.3-1.45) between the analyte and both enantiomers of the complex. The theoretical DFT calculations suggest that the most likely coordination of l-lactate to the possible stereoisomers of the [Tb(S,S-bpcd)]+complex (trans-O,O or trans-Npy,Npy) is one involving a hydroxyl group. The results of [Tb(rac-bpcd)]+as a chiroptical luminescent probe of l-lactate underline the peculiar role of the chiral 1,2-diaminocyclohexane (DACH) backbone. Indeed, the target anion is capable of inducing CPL activity in the racemic mixture of Tb complexes containing DACH-based ligands. The same is not observed for the achiral analogue [Tb(bped)]+(bped = N,N′-bis(2-pyridylmethyl)ethylenediamine-N,N′-diacetate) complex, likely because of the flexibility of the ethylenic group which allows an interconversion between different isomers which produces a null net CPL activity. Thanks to the differential quantum yield of the two diastereomeric species (R,R)-l and (S,S)-l, one can use the racemic complex to reveal l-lactate by measuring the induced CPL spectrum. Interestingly, this has been demonstrated in a commercial complex solution for medical use, containing several electrolytes, namely Ringer's lactate

Retinal Pigment Epithelium Cell Development: Extrapolating Basic Biology to Stem Cell Research

The retinal pigment epithelium (RPE) forms an important cellular monolayer, which contributes to the normal physiology of the eye. Damage to the RPE leads to the development of degenerative diseases, such as age-related macular degeneration (AMD). Apart from acting as a physical barrier between the retina and choroidal blood vessels, the RPE is crucial in maintaining photoreceptor (PR) and visual functions. Current clinical intervention to treat early stages of AMD includes stem cell-derived RPE transplantation, which is still in its early stages of evolution. Therefore, it becomes essential to derive RPEs which are functional and exhibit features as observed in native human RPE cells. The conventional strategy is to use the knowledge obtained from developmental studies using various animal models and stem cell-based exploratory studies to understand RPE biogenies and developmental trajectory. This article emphasises such studies and aims to present a comprehensive understanding of the basic biology, including the genetics and molecular pathways of RPE development. It encompasses basic developmental biology and stem cell-based developmental studies to uncover RPE differentiation. Knowledge of the in utero developmental cues provides an inclusive methodology required for deriving RPEs using stem cells