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1.
Nat Commun ; 14(1): 2770, 2023 05 13.
Article in English | MEDLINE | ID: mdl-37179392

ABSTRACT

Perceptual decisions are complete when a continuously updated score of sensory evidence reaches a threshold. In Drosophila, αß core Kenyon cells (αßc KCs) of the mushroom bodies integrate odor-evoked synaptic inputs to spike threshold at rates that parallel the speed of olfactory choices. Here we perform a causal test of the idea that the biophysical process of synaptic integration underlies the psychophysical process of bounded evidence accumulation in this system. Injections of single brief, EPSP-like depolarizations into the dendrites of αßc KCs during odor discrimination, using closed-loop control of a targeted opsin, accelerate decision times at a marginal cost of accuracy. Model comparisons favor a mechanism of temporal integration over extrema detection and suggest that the optogenetically evoked quanta are added to a growing total of sensory evidence, effectively lowering the decision bound. The subthreshold voltage dynamics of αßc KCs thus form an accumulator memory for sequential samples of information.


Subject(s)
Odorants , Smell , Animals , Smell/physiology , Drosophila/physiology , Mushroom Bodies/physiology
2.
Nature ; 617(7962): 777-784, 2023 May.
Article in English | MEDLINE | ID: mdl-37100911

ABSTRACT

Associating multiple sensory cues with objects and experience is a fundamental brain process that improves object recognition and memory performance. However, neural mechanisms that bind sensory features during learning and augment memory expression are unknown. Here we demonstrate multisensory appetitive and aversive memory in Drosophila. Combining colours and odours improved memory performance, even when each sensory modality was tested alone. Temporal control of neuronal function revealed visually selective mushroom body Kenyon cells (KCs) to be required for enhancement of both visual and olfactory memory after multisensory training. Voltage imaging in head-fixed flies showed that multisensory learning binds activity between streams of modality-specific KCs so that unimodal sensory input generates a multimodal neuronal response. Binding occurs between regions of the olfactory and visual KC axons, which receive valence-relevant dopaminergic reinforcement, and is propagated downstream. Dopamine locally releases GABAergic inhibition to permit specific microcircuits within KC-spanning serotonergic neurons to function as an excitatory bridge between the previously 'modality-selective' KC streams. Cross-modal binding thereby expands the KCs representing the memory engram for each modality into those representing the other. This broadening of the engram improves memory performance after multisensory learning and permits a single sensory feature to retrieve the memory of the multimodal experience.


Subject(s)
Brain , Color Perception , Drosophila melanogaster , Learning , Memory , Neurons , Olfactory Perception , Animals , Brain/cytology , Brain/physiology , Dopamine/metabolism , Learning/physiology , Mushroom Bodies/cytology , Mushroom Bodies/physiology , Neurons/physiology , Drosophila melanogaster/cytology , Drosophila melanogaster/physiology , GABAergic Neurons/metabolism , Serotonergic Neurons/metabolism , Memory/physiology , Olfactory Perception/physiology , Dopaminergic Neurons/metabolism , Neural Inhibition , Color Perception/physiology , Odorants/analysis
3.
Nature ; 568(7751): 230-234, 2019 04.
Article in English | MEDLINE | ID: mdl-30894743

ABSTRACT

The essential but enigmatic functions of sleep1,2 must be reflected in molecular changes sensed by the brain's sleep-control systems. In the fruitfly Drosophila, about two dozen sleep-inducing neurons3 with projections to the dorsal fan-shaped body (dFB) adjust their electrical output to sleep need4, via the antagonistic regulation of two potassium conductances: the leak channel Sandman imposes silence during waking, whereas increased A-type currents through Shaker support tonic firing during sleep5. Here we show that oxidative byproducts of mitochondrial electron transport6,7 regulate the activity of dFB neurons through a nicotinamide adenine dinucleotide phosphate (NADPH) cofactor bound to the oxidoreductase domain8,9 of Shaker's KVß subunit, Hyperkinetic10,11. Sleep loss elevates mitochondrial reactive oxygen species in dFB neurons, which register this rise by converting Hyperkinetic to the NADP+-bound form. The oxidation of the cofactor slows the inactivation of the A-type current and boosts the frequency of action potentials, thereby promoting sleep. Energy metabolism, oxidative stress, and sleep-three processes implicated independently in lifespan, ageing, and degenerative disease6,12-14-are thus mechanistically connected. KVß substrates8,15,16 or inhibitors that alter the ratio of bound NADPH to NADP+ (and hence the record of sleep debt or waking time) represent prototypes of potential sleep-regulatory drugs.


Subject(s)
Drosophila melanogaster/physiology , Mitochondria/metabolism , Potassium Channels/chemistry , Potassium Channels/metabolism , Protein Subunits/metabolism , Sleep/physiology , Action Potentials , Animals , Drosophila Proteins/metabolism , Drosophila melanogaster/cytology , Electron Transport , Energy Metabolism , Female , Luminescent Proteins/metabolism , NADP/metabolism , Neurons/metabolism , Optogenetics , Oxidation-Reduction , Oxidative Stress , Oxidoreductases/metabolism , Protein Subunits/chemistry , Reactive Oxygen Species , Recombinant Fusion Proteins/metabolism , Shaker Superfamily of Potassium Channels/metabolism , Sleep Aids, Pharmaceutical , Time Factors
4.
Biomed Opt Express ; 9(10): 4961-4978, 2018 Oct 01.
Article in English | MEDLINE | ID: mdl-30319914

ABSTRACT

Autofluorescence spectroscopy is a promising label-free approach to characterize biological samples with demonstrated potential to report structural and biochemical alterations in tissues in a number of clinical applications. We report a characterization of the ex vivo autofluorescence fingerprint of cardiac tissue, exploiting a Langendorff-perfused isolated rat heart model to induce physiological insults to the heart, with a view to understanding how metabolic alterations affect the autofluorescence signals. Changes in the autofluorescence intensity and lifetime signatures associated with reduced nicotinamide adenine dinucleotide (phosphate) (NAD(P)H) and flavin adenine dinucleotide (FAD) were characterized during oxygen- or glucose-depletion protocols. Results suggest that both NAD(P)H and FAD autofluorescence intensity and lifetime parameters are sensitive to changes in the metabolic state of the heart owing to oxygen deprivation. We also observed changes in NAD(P)H fluorescence intensity and FAD lifetime parameter on reperfusion of oxygen, which might provide information on reperfusion injury, and permanent tissue damage or changes to the tissue during recovery from oxygen deprivation. We found that changes in the autofluorescence signature following glucose-depletion are, in general, less pronounced, and most clearly visible in NAD(P)H related parameters. Overall, the results reported in this investigation can serve as baseline for future investigations of cardiac tissue involving autofluorescence measurements.

5.
Neuron ; 97(2): 378-389.e4, 2018 01 17.
Article in English | MEDLINE | ID: mdl-29307711

ABSTRACT

Sleep-promoting neurons in the dorsal fan-shaped body (dFB) of Drosophila are integral to sleep homeostasis, but how these cells impose sleep on the organism is unknown. We report that dFB neurons communicate via inhibitory transmitters, including allatostatin-A (AstA), with interneurons connecting the superior arch with the ellipsoid body of the central complex. These "helicon cells" express the galanin receptor homolog AstA-R1, respond to visual input, gate locomotion, and are inhibited by AstA, suggesting that dFB neurons promote rest by suppressing visually guided movement. Sleep changes caused by enhanced or diminished allatostatinergic transmission from dFB neurons and by inhibition or optogenetic stimulation of helicon cells support this notion. Helicon cells provide excitation to R2 neurons of the ellipsoid body, whose activity-dependent plasticity signals rising sleep pressure to the dFB. By virtue of this autoregulatory loop, dFB-mediated inhibition interrupts processes that incur a sleep debt, allowing restorative sleep to rebalance the books. VIDEO ABSTRACT.


Subject(s)
Drosophila melanogaster/physiology , Interneurons/physiology , Sleep/physiology , Animals , Brain/physiology , Circadian Rhythm , Drosophila Proteins/genetics , Drosophila Proteins/physiology , Excitatory Postsynaptic Potentials/physiology , Female , Homeostasis , Insect Hormones/physiology , Light , Locomotion/radiation effects , Male , Membrane Potentials , Nerve Tissue Proteins/physiology , Neurons/physiology , Optogenetics , Receptors, G-Protein-Coupled/genetics , Receptors, G-Protein-Coupled/physiology , Receptors, Neuropeptide/genetics , Receptors, Neuropeptide/physiology , Recombinant Fusion Proteins/metabolism , Vision, Ocular
6.
J Vis Exp ; (119)2017 01 18.
Article in English | MEDLINE | ID: mdl-28190060

ABSTRACT

We present an open source high content analysis instrument utilizing automated fluorescence lifetime imaging (FLIM) for assaying protein interactions using Förster resonance energy transfer (FRET) based readouts of fixed or live cells in multiwell plates. This provides a means to screen for cell signaling processes read out using intramolecular FRET biosensors or intermolecular FRET of protein interactions such as oligomerization or heterodimerization, which can be used to identify binding partners. We describe here the functionality of this automated multiwell plate FLIM instrumentation and present exemplar data from our studies of HIV Gag protein oligomerization and a time course of a FRET biosensor in live cells. A detailed description of the practical implementation is then provided with reference to a list of hardware components and a description of the open source data acquisition software written in µManager. The application of FLIMfit, an open source MATLAB-based client for the OMERO platform, to analyze arrays of multiwell plate FLIM data is also presented. The protocols for imaging fixed and live cells are outlined and a demonstration of an automated multiwell plate FLIM experiment using cells expressing fluorescent protein-based FRET constructs is presented. This is complemented by a walk-through of the data analysis for this specific FLIM FRET data set.


Subject(s)
Fluorescence Resonance Energy Transfer/methods , Microscopy, Fluorescence/methods , Animals , Biosensing Techniques , COS Cells , Chlorocebus aethiops , Humans , Optical Imaging , Software , gag Gene Products, Human Immunodeficiency Virus/chemistry
7.
Nature ; 536(7616): 333-337, 2016 08 18.
Article in English | MEDLINE | ID: mdl-27487216

ABSTRACT

Sleep disconnects animals from the external world, at considerable risks and costs that must be offset by a vital benefit. Insight into this mysterious benefit will come from understanding sleep homeostasis: to monitor sleep need, an internal bookkeeper must track physiological changes that are linked to the core function of sleep. In Drosophila, a crucial component of the machinery for sleep homeostasis is a cluster of neurons innervating the dorsal fan-shaped body (dFB) of the central complex. Artificial activation of these cells induces sleep, whereas reductions in excitability cause insomnia. dFB neurons in sleep-deprived flies tend to be electrically active, with high input resistances and long membrane time constants, while neurons in rested flies tend to be electrically silent. Correlative evidence thus supports the simple view that homeostatic sleep control works by switching sleep-promoting neurons between active and quiescent states. Here we demonstrate state switching by dFB neurons, identify dopamine as a neuromodulator that operates the switch, and delineate the switching mechanism. Arousing dopamine caused transient hyperpolarization of dFB neurons within tens of milliseconds and lasting excitability suppression within minutes. Both effects were transduced by Dop1R2 receptors and mediated by potassium conductances. The switch to electrical silence involved the downregulation of voltage-gated A-type currents carried by Shaker and Shab, and the upregulation of voltage-independent leak currents through a two-pore-domain potassium channel that we term Sandman. Sandman is encoded by the CG8713 gene and translocates to the plasma membrane in response to dopamine. dFB-restricted interference with the expression of Shaker or Sandman decreased or increased sleep, respectively, by slowing the repetitive discharge of dFB neurons in the ON state or blocking their entry into the OFF state. Biophysical changes in a small population of neurons are thus linked to the control of sleep-wake state.


Subject(s)
Drosophila melanogaster/physiology , Homeostasis , Sleep/physiology , Animals , Cell Membrane/metabolism , Dopamine/metabolism , Dopaminergic Neurons/metabolism , Drosophila melanogaster/anatomy & histology , Drosophila melanogaster/cytology , Electric Conductivity , Female , Male , Neurotransmitter Agents/metabolism , Optogenetics , Potassium/metabolism , Potassium Channels/chemistry , Potassium Channels/metabolism , Protein Transport , Receptors, Dopamine/metabolism , Shaker Superfamily of Potassium Channels/metabolism , Sleep Deprivation , Sleep Initiation and Maintenance Disorders/physiopathology , Time Factors , Wakefulness/physiology
8.
Neuron ; 90(5): 1086-99, 2016 06 01.
Article in English | MEDLINE | ID: mdl-27210550

ABSTRACT

In Drosophila, negatively reinforcing dopaminergic neurons also provide the inhibitory control of satiety over appetitive memory expression. Here we show that aversive learning causes a persistent depression of the conditioned odor drive to two downstream feed-forward inhibitory GABAergic interneurons of the mushroom body, called MVP2, or mushroom body output neuron (MBON)-γ1pedc>α/ß. However, MVP2 neuron output is only essential for expression of short-term aversive memory. Stimulating MVP2 neurons preferentially inhibits the odor-evoked activity of avoidance-directing MBONs and odor-driven avoidance behavior, whereas their inhibition enhances odor avoidance. In contrast, odor-evoked activity of MVP2 neurons is elevated in hungry flies, and their feed-forward inhibition is required for expression of appetitive memory at all times. Moreover, imposing MVP2 activity promotes inappropriate appetitive memory expression in food-satiated flies. Aversive learning and appetitive motivation therefore toggle alternate modes of a common feed-forward inhibitory MVP2 pathway to promote conditioned odor avoidance or approach.


Subject(s)
Appetitive Behavior/physiology , Avoidance Learning/physiology , Drosophila melanogaster , Motivation/physiology , Mushroom Bodies/physiology , Neural Inhibition/physiology , Animals , Conditioning, Classical/physiology , Eating/physiology , GABAergic Neurons/physiology , Interneurons/physiology , Memory, Short-Term , Odorants
9.
Neuron ; 89(6): 1237-1247, 2016 Mar 16.
Article in English | MEDLINE | ID: mdl-26948892

ABSTRACT

Memories are stored in the fan-out fan-in neural architectures of the mammalian cerebellum and hippocampus and the insect mushroom bodies. However, whereas key plasticity occurs at glutamatergic synapses in mammals, the neurochemistry of the memory-storing mushroom body Kenyon cell output synapses is unknown. Here we demonstrate a role for acetylcholine (ACh) in Drosophila. Kenyon cells express the ACh-processing proteins ChAT and VAChT, and reducing their expression impairs learned olfactory-driven behavior. Local ACh application, or direct Kenyon cell activation, evokes activity in mushroom body output neurons (MBONs). MBON activation depends on VAChT expression in Kenyon cells and is blocked by ACh receptor antagonism. Furthermore, reducing nicotinic ACh receptor subunit expression in MBONs compromises odor-evoked activation and redirects odor-driven behavior. Lastly, peptidergic corelease enhances ACh-evoked responses in MBONs, suggesting an interaction between the fast- and slow-acting transmitters. Therefore, olfactory memories in Drosophila are likely stored as plasticity of cholinergic synapses.


Subject(s)
Cholinergic Agents/metabolism , Memory/physiology , Mushroom Bodies/cytology , Neurons/physiology , Synapses/physiology , Animals , Animals, Genetically Modified , Animals, Newborn , Calcium/metabolism , Choline O-Acetyltransferase/genetics , Choline O-Acetyltransferase/metabolism , Cholinergic Agents/pharmacology , Conditioning, Classical/drug effects , Conditioning, Classical/physiology , Drosophila , Drosophila Proteins/genetics , Drosophila Proteins/metabolism , Gene Expression Regulation/drug effects , Gene Expression Regulation/genetics , Glutamate Decarboxylase/genetics , Glutamate Decarboxylase/metabolism , Neurons/drug effects , RNA Interference/physiology , Synapses/drug effects , Synapses/genetics , Transcription Factors/genetics , Transcription Factors/metabolism , Vesicular Acetylcholine Transport Proteins/metabolism , Vesicular Glutamate Transport Proteins/genetics , Vesicular Glutamate Transport Proteins/metabolism , Vesicular Inhibitory Amino Acid Transport Proteins/genetics , Vesicular Inhibitory Amino Acid Transport Proteins/metabolism
10.
J Fluoresc ; 25(5): 1169-82, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26063535

ABSTRACT

A correction is proposed to the Delta function convolution method (DFCM) for fitting a multiexponential decay model to time-resolved fluorescence decay data using a monoexponential reference fluorophore. A theoretical analysis of the discretised DFCM multiexponential decay function shows the presence an extra exponential decay term with the same lifetime as the reference fluorophore that we denote as the residual reference component. This extra decay component arises as a result of the discretised convolution of one of the two terms in the modified model function required by the DFCM. The effect of the residual reference component becomes more pronounced when the fluorescence lifetime of the reference is longer than all of the individual components of the specimen under inspection and when the temporal sampling interval is not negligible compared to the quantity (τR (-1) - τ(-1))(-1), where τR and τ are the fluorescence lifetimes of the reference and the specimen respectively. It is shown that the unwanted residual reference component results in systematic errors when fitting simulated data and that these errors are not present when the proposed correction is applied. The correction is also verified using real data obtained from experiment.


Subject(s)
Fluorescent Dyes/chemistry , Models, Theoretical , Spectrometry, Fluorescence/standards , Least-Squares Analysis , Nonlinear Dynamics , Reference Standards
11.
Neuron ; 86(2): 417-27, 2015 Apr 22.
Article in English | MEDLINE | ID: mdl-25864636

ABSTRACT

During olfactory learning in fruit flies, dopaminergic neurons assign value to odor representations in the mushroom body Kenyon cells. Here we identify a class of downstream glutamatergic mushroom body output neurons (MBONs) called M4/6, or MBON-ß2ß'2a, MBON-ß'2mp, and MBON-γ5ß'2a, whose dendritic fields overlap with dopaminergic neuron projections in the tips of the ß, ß', and γ lobes. This anatomy and their odor tuning suggests that M4/6 neurons pool odor-driven Kenyon cell synaptic outputs. Like that of mushroom body neurons, M4/6 output is required for expression of appetitive and aversive memory performance. Moreover, appetitive and aversive olfactory conditioning bidirectionally alters the relative odor-drive of M4ß' neurons (MBON-ß'2mp). Direct block of M4/6 neurons in naive flies mimics appetitive conditioning, being sufficient to convert odor-driven avoidance into approach, while optogenetically activating these neurons induces avoidance behavior. We therefore propose that drive to the M4/6 neurons reflects odor-directed behavioral choice.


Subject(s)
Appetitive Behavior/physiology , Dopaminergic Neurons/physiology , Drosophila/physiology , Mushroom Bodies/innervation , Smell/physiology , Animals , Avoidance Learning/physiology , Brain/physiology , Drosophila Proteins/genetics , Gene Expression , Neurons/physiology , Transcription Factors/genetics
12.
Biomed Opt Express ; 6(2): 324-46, 2015 Feb 01.
Article in English | MEDLINE | ID: mdl-25780727

ABSTRACT

We investigate the potential of an instrument combining time-resolved spectrofluorometry and diffuse reflectance spectroscopy to measure structural and metabolic changes in cardiac tissue in vivo in a 16 week post-myocardial infarction heart failure model in rats. In the scar region, we observed changes in the fluorescence signal that can be explained by increased collagen content, which is in good agreement with histology. In areas remote from the scar tissue, we measured changes in the fluorescence signal (p < 0.001) that cannot be explained by differences in collagen content and we attribute this to altered metabolism within the myocardium. A linear discriminant analysis algorithm was applied to the measurements to predict the tissue disease state. When we combine all measurements, our results reveal high diagnostic accuracy in the infarcted area (100%) and border zone (94.44%) as well as in remote regions from the scar (> 77%). Overall, our results demonstrate the potential of our instrument to characterize structural and metabolic changes in a failing heart in vivo without using exogenous labels.

13.
Nat Neurosci ; 17(11): 1536-42, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25262493

ABSTRACT

Drinking water is innately rewarding to thirsty animals. In addition, the consumed value can be assigned to behavioral actions and predictive sensory cues by associative learning. Here we show that thirst converts water avoidance into water-seeking in naive Drosophila melanogaster. Thirst also permitted flies to learn olfactory cues paired with water reward. Water learning required water taste and <40 water-responsive dopaminergic neurons that innervate a restricted zone of the mushroom body γ lobe. These water learning neurons are different from those that are critical for conveying the reinforcing effects of sugar. Naive water-seeking behavior in thirsty flies did not require water taste but relied on another subset of water-responsive dopaminergic neurons that target the mushroom body ß' lobe. Furthermore, these naive water-approach neurons were not required for learned water-seeking. Our results therefore demonstrate that naive water-seeking, learned water-seeking and water learning use separable neural circuitry in the brain of thirsty flies.


Subject(s)
Drosophila melanogaster/physiology , Memory/physiology , Mushroom Bodies/physiology , Reward , Thirst/physiology , Water/physiology , Animals , Conditioning, Classical/physiology , Dopaminergic Neurons/metabolism , Mushroom Bodies/innervation , Reinforcement, Psychology
14.
PLoS One ; 8(8): e70687, 2013.
Article in English | MEDLINE | ID: mdl-23940626

ABSTRACT

Fluorescence lifetime imaging (FLIM) is widely applied to obtain quantitative information from fluorescence signals, particularly using Förster Resonant Energy Transfer (FRET) measurements to map, for example, protein-protein interactions. Extracting FRET efficiencies or population fractions typically entails fitting data to complex fluorescence decay models but such experiments are frequently photon constrained, particularly for live cell or in vivo imaging, and this leads to unacceptable errors when analysing data on a pixel-wise basis. Lifetimes and population fractions may, however, be more robustly extracted using global analysis to simultaneously fit the fluorescence decay data of all pixels in an image or dataset to a multi-exponential model under the assumption that the lifetime components are invariant across the image (dataset). This approach is often considered to be prohibitively slow and/or computationally expensive but we present here a computationally efficient global analysis algorithm for the analysis of time-correlated single photon counting (TCSPC) or time-gated FLIM data based on variable projection. It makes efficient use of both computer processor and memory resources, requiring less than a minute to analyse time series and multiwell plate datasets with hundreds of FLIM images on standard personal computers. This lifetime analysis takes account of repetitive excitation, including fluorescence photons excited by earlier pulses contributing to the fit, and is able to accommodate time-varying backgrounds and instrument response functions. We demonstrate that this global approach allows us to readily fit time-resolved fluorescence data to complex models including a four-exponential model of a FRET system, for which the FRET efficiencies of the two species of a bi-exponential donor are linked, and polarisation-resolved lifetime data, where a fluorescence intensity and bi-exponential anisotropy decay model is applied to the analysis of live cell homo-FRET data. A software package implementing this algorithm, FLIMfit, is available under an open source licence through the Open Microscopy Environment.


Subject(s)
Data Interpretation, Statistical , Software , Algorithms , Animals , COS Cells , Chlorocebus aethiops , Computer Simulation , Fluorescence , Fluorescence Polarization , Fluorescence Resonance Energy Transfer/methods , Fluorescent Dyes/chemistry , HeLa Cells , Humans , Least-Squares Analysis , Microscopy, Fluorescence/methods , Nonlinear Dynamics , Phosphatidylinositol Phosphates/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Rhodamines/chemistry , gag Gene Products, Human Immunodeficiency Virus/chemistry , rac1 GTP-Binding Protein/chemistry
15.
PLoS One ; 8(7): e70682, 2013.
Article in English | MEDLINE | ID: mdl-23923016

ABSTRACT

Multiphoton laser tomography (MPT) combined with fluorescence lifetime imaging (FLIM) is a non-invasive imaging technique, based on the study of fluorescence decay times of naturally occurring fluorescent molecules, enabling a non-invasive investigation of the skin with subcellular resolution. The aim of this retrospective observational ex vivo study, was to characterize melanoma both from a morphologic and a quantitative point of view, attaining an improvement in the diagnostic accuracy with respect to dermoscopy. In the training phase, thirty parameters, comprising both cytological descriptors and architectural aspects, were identified. The training set included 6 melanomas with a mean Breslow thickness±S.D. of 0.89±0.48 mm. In the test phase, these parameters were blindly evaluated on a test data set consisting of 25 melanomas, 50 nevi and 50 basal cell carcinomas. Melanomas in the test phase comprised 8 in situ lesions and had a mean thickness±S.D. of 0.77±1.2 mm. Moreover, quantitative FLIM data were calculated for special areas of interest. Melanoma was characterized by the presence of atypical short lifetime cells and architectural disorder, in contrast to nevi presenting typical cells and a regular histoarchitecture. Sensitivity and specificity values for melanoma diagnosis were 100% and 98%, respectively, whereas dermoscopy achieved the same sensitivity, but a lower specificity (82%). Mean fluorescence lifetime values of melanocytic cells did not vary between melanomas and nevi, but significantly differed from those referring to basal cell carcinoma enabling a differential diagnosis based on quantitative data. Data from prospective preoperative trials are needed to confirm if MPT/FLIM could increase diagnostic specificity and thus reduce unnecessary surgical excisions.


Subject(s)
Melanoma/diagnosis , Optical Imaging/methods , Skin Neoplasms/diagnosis , Skin/pathology , Tomography/methods , Dermoscopy/methods , Humans , Lasers , Melanoma/pathology , Retrospective Studies , Skin Neoplasms/pathology
16.
Skin Res Technol ; 19(2): 194-204, 2013 May.
Article in English | MEDLINE | ID: mdl-23279266

ABSTRACT

BACKGROUND: Multiphoton Laser Tomography (MPT) has developed as a non-invasive tool that allows real-time observation of the skin with subcellular resolution. MPT is readily combined with time resolved detectors to achieve fluorescence lifetime imaging (FLIM). The aim of our study was to identify morphologic MPT/FLIM descriptors of melanocytic nevi, referring to cellular and architectural features. METHODS: In the preliminary study, MPT/FLIM images referring to 16 ex vivo nevi were simultaneously evaluated by 3 observers for the identification of morphologic descriptors characteristic of melanocytic nevi. Proposed descriptors were discussed and the parameters referring to epidermal keratinocytes, epidermal melanocytes, dermo-epidermal junction, papillary dermis and overall architecture were selected. In the main study, the presence/absence of the specified criteria were blindly evaluated on a test set, comprising 102 ex vivo samples (51 melanocytic nevi, 51 miscellaneous skin lesions) by 2 observers. RESULTS: Twelve descriptors were identified: "short-lifetime cells in the stratum corneum", "melanin-containing keratinocytes", "dendritic cells", "small short-lifetime cells" in the upper and lower layers", "edged papillae", "non-edged papillae", "junctional nests of short-lifetime cells", "dermal cell clusters", "short-lifetime cells in the papilla", "monomorphic and regular histoarchitecture", "architectural disarray". CONCLUSION: Identified descriptors for benign melanocytic lesions proved sensitive and specific, enabling the differentiation between melanocytic nevi and non-melanocytic lesions.


Subject(s)
Dermoscopy/methods , Image Enhancement/methods , Microscopy, Confocal/methods , Microscopy, Fluorescence, Multiphoton/methods , Nevus/pathology , Tomography, Optical/methods , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Reproducibility of Results , Sensitivity and Specificity , Young Adult
17.
Skin Res Technol ; 19(1): e433-43, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22970856

ABSTRACT

AIMS: The aim of this study was to compare morphological aspects of basal cell carcinoma (BCC) as assessed by two different imaging methods: in vivo reflectance confocal microscopy (RCM) and multiphoton tomography with fluorescence lifetime imaging implementation (MPT-FLIM). METHODS: The study comprised 16 BCCs for which a complete set of RCM and MPT-FLIM images were available. The presence of seven MPT-FLIM descriptors was evaluated. The presence of seven RCM equivalent parameters was scored in accordance to their extension. Chi-squared test with Fisher's exact test and Spearman's rank correlation coefficient were determined between MPT-FLIM scores and adjusted-RCM scores. RESULTS: MPT-FLIM and RCM descriptors of BCC were coupled to match the descriptors that define the same pathological structures. The comparison included: Streaming and Aligned elongated cells, Streaming with multiple directions and Double alignment, Palisading (RCM) and Palisading (MPT-FLIM), Typical tumor islands, and Cell islands surrounded by fibers, Dark silhouettes and Phantom islands, Plump bright cells and Melanophages, Vessels (RCM), and Vessels (MPT-FLIM). The parameters that were significantly correlated were Melanophages/Plump Bright Cells, Aligned elongated cells/Streaming, Double alignment/Streaming with multiple directions, and Palisading (MPT-FLIM)/Palisading (RCM). CONCLUSION: According to our data, both methods are suitable to image BCC's features. The concordance between MPT-FLIM and RCM is high, with some limitations due to the technical differences between the two devices. The hardest difficulty when comparing the images generated by the two imaging modalities is represented by their different field of view.


Subject(s)
Carcinoma, Basal Cell/pathology , Microscopy, Confocal/methods , Microscopy, Fluorescence, Multiphoton/methods , Skin Neoplasms/pathology , Skin/pathology , Aged , Databases, Factual , Female , Humans , Male , Microscopy, Confocal/instrumentation , Microscopy, Fluorescence, Multiphoton/instrumentation
18.
Matrix Biol ; 32(1): 32-8, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23266527

ABSTRACT

Cartilage is a vital organ to maintain joint function. Upon arthritis, proteolytic enzymes initiate degradation of cartilage extracellular matrix (ECM) resulting in eventual loss of joint function. However, there are only limited ways of non-invasively monitoring early chemical changes in cartilage matrix. Here we report that the autofluorescence decay profiles of cartilage tissue are significantly affected by proteolytic degradation of cartilage ECM and can be characterised by measurements of the autofluorescence lifetime (AFL). A compact multidimensional fluorometer coupled to a fibre-optic probe was developed for single point measurements of AFL and applied to cartilage that was treated with different proteinases. Upon treating cartilage with bacterial collagenase, trypsin or matrix metalloproteinase 1, a significant dose and time dependent decrease of AFL was observed. Our data suggest that AFL of cartilage tissue is a potential non-invasive readout to monitor cartilage matrix integrity that may contribute to future diagnosis of cartilage defects as well as monitoring the efficacy of anti-joint therapeutic agents.


Subject(s)
Biomarkers/metabolism , Cartilage/physiopathology , Extracellular Matrix Proteins/metabolism , Extracellular Matrix/pathology , Optical Imaging/methods , Proteolysis , Animals , Cartilage/metabolism , Cattle , Collagenases , Extracellular Matrix/metabolism , Fluorometry/methods , Swine , Trypsin
19.
PLoS One ; 7(9): e43460, 2012.
Article in English | MEDLINE | ID: mdl-22984428

ABSTRACT

We present the first detailed study using multispectral multiphoton fluorescence lifetime imaging to differentiate basal cell carcinoma cells (BCCs) from normal keratinocytes. Images were acquired from 19 freshly excised BCCs and 27 samples of normal skin (in & ex vivo). Features from fluorescence lifetime images were used to discriminate BCCs with a sensitivity/specificity of 79%/93% respectively. A mosaic of BCC fluorescence lifetime images covering >1 mm(2) is also presented, demonstrating the potential for tumour margin delineation. Using 10,462 manually segmented cells from the image data, we quantify the cellular morphology and spectroscopic differences between BCCs and normal skin for the first time. Statistically significant increases were found in the fluorescence lifetimes of cells from BCCs in all spectral channels, ranging from 19.9% (425-515 nm spectral emission) to 39.8% (620-655 nm emission). A discriminant analysis based diagnostic algorithm allowed the fraction of cells classified as malignant to be calculated for each patient. This yielded a receiver operator characteristic area under the curve for the detection of BCC of 0.83. We have used both morphological and spectroscopic parameters to discriminate BCC from normal skin, and provide a comprehensive base for how this technique could be used for BCC assessment in clinical practice.


Subject(s)
Carcinoma, Basal Cell/diagnosis , Photons , Skin Neoplasms/diagnosis , Tomography/methods , Adolescent , Adult , Aged , Aged, 80 and over , Area Under Curve , Carcinoma, Basal Cell/pathology , Female , Humans , Male , Middle Aged , Skin Neoplasms/pathology , Spectrometry, Fluorescence , Time Factors , Young Adult
20.
Exp Dermatol ; 21(11): 831-6, 2012 Nov.
Article in English | MEDLINE | ID: mdl-22882324

ABSTRACT

Multiphoton laser tomography (MPT) combined with fluorescence lifetime imaging (FLIM) is a non-invasive imaging technique, which gives access to the cellular and extracellular morphology of the skin. The aim of our study was to assess the sensitivity and specificity of MPT/FLIM descriptors for basal cell carcinoma (BCC), to improve BCC diagnosis and the identification of tumor margins. In the preliminary study, FLIM images referring to 35 BCCs and 35 healthy skin samples were evaluated for the identification of morphologic descriptors characteristic of BCC. In the main study, the selected parameters were blindly evaluated on a test set comprising 63 BCCs, 63 healthy skin samples and 66 skin lesions. Moreover, FLIM values inside a region of interest were calculated on 98 healthy skin and 98 BCC samples. In the preliminary study, three epidermal descriptors and 7 BCC descriptors were identified. The specificity of the diagnostic criteria versus 'other lesions' was extremely high, indicating that the presence of at least one BCC descriptor makes the diagnosis of 'other lesion' extremely unlikely. FLIM values referring to BCC cells significantly differed from those of healthy skin. In this study, we identified morphological and numerical descriptors enabling the differentiation of BCC from other skin disorders and its distinction from healthy skin in ex vivo samples. In future, MPT/FLIM may be applied to skin lesions to provide direct clinical guidance before biopsy and histological examination and for the identification of tumor margins allowing a complete surgical removal.


Subject(s)
Carcinoma, Basal Cell/pathology , Lasers , Optical Imaging/methods , Skin Neoplasms/pathology , Skin/pathology , Tomography/methods , Adult , Aged , Aged, 80 and over , Carcinoma, Basal Cell/diagnosis , Case-Control Studies , Diagnostic Imaging/methods , Female , Humans , Male , Middle Aged , Sensitivity and Specificity , Skin Neoplasms/diagnosis
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