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1.
Anal Bioanal Chem ; 414(10): 3243-3255, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34936009

ABSTRACT

The present paper describes a compact point of care (POC) optical device for therapeutic drug monitoring (TDM). The core of the device is a disposable plastic chip where an immunoassay for the determination of immunosuppressants takes place. The chip is designed in order to have ten parallel microchannels allowing the simultaneous detection of more than one analyte with replicate measurements. The device is equipped with a microfluidic system, which provides sample mixing with the necessary chemicals and pumping samples, reagents and buffers into the measurement chip, and with integrated thin film amorphous silicon photodiodes for the fluorescence detection. Submicrometric fluorescent magnetic particles are used as support in the immunoassay in order to improve the efficiency of the assay. In particular, the magnetic feature is used to concentrate the antibody onto the sensing layer leading to a much faster implementation of the assay, while the fluorescent feature is used to increase the optical signal leading to a larger optical dynamic change and consequently a better sensitivity and a lower limit of detection. The design and development of the whole integrated optical device are here illustrated. In addition, detection of mycophenolic acid and cyclosporine A in spiked solutions and in microdialysate samples from patient blood with the implemented device are reported.


Subject(s)
Immunosuppressive Agents , Optical Devices , Humans , Immunoassay , Microfluidics , Silicon
2.
Sci Rep ; 7: 40683, 2017 01 16.
Article in English | MEDLINE | ID: mdl-28091596

ABSTRACT

Several techniques are being investigated as a complement to screening mammography, to reduce its false-positive rate, but results are still insufficient to draw conclusions. This initial study explores time domain diffuse optical imaging as an adjunct method to classify non-invasively malignant vs benign breast lesions. We estimated differences in tissue composition (oxy- and deoxyhemoglobin, lipid, water, collagen) and absorption properties between lesion and average healthy tissue in the same breast applying a perturbative approach to optical images collected at 7 red-near infrared wavelengths (635-1060 nm) from subjects bearing breast lesions. The Discrete AdaBoost procedure, a machine-learning algorithm, was then exploited to classify lesions based on optically derived information (either tissue composition or absorption) and risk factors obtained from patient's anamnesis (age, body mass index, familiarity, parity, use of oral contraceptives, and use of Tamoxifen). Collagen content, in particular, turned out to be the most important parameter for discrimination. Based on the initial results of this study the proposed method deserves further investigation.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Breast/diagnostic imaging , Breast/pathology , Mammography/methods , Area Under Curve , Body Composition , Diagnosis, Differential , Female , Humans , Image Processing, Computer-Assisted , Spectrum Analysis
3.
J Biomed Opt ; 20(12): 121304, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26220211

ABSTRACT

A mechanically switchable solid inhomogeneous phantom simulating localized absorption changes was developed and characterized. The homogeneous host phantom was made of epoxy resin with black toner and titanium dioxide particles added as absorbing and scattering components, respectively. A cylindrical rod, movable along a hole in the block and made of the same material, has a black polyvinyl chloride cylinder embedded in its center. By varying the volume and position of the black inclusion, absorption perturbations can be generated over a large range of magnitudes. The phantom has been characterized by various time-domain diffuse optics instruments in terms of absorption and scattering spectra, transmittance images, and reflectance contrast. Addressing a major application of the phantom for performance characterization for functional near-infrared spectroscopy of the brain, the contrast was measured in reflectance mode while black cylinders of volumes from ≈20 mm3 to ≈270 mm3 were moved in lateral and depth directions, respectively. The new type of solid inhomogeneous phantom is expected to become a useful tool for routine quality check of clinical instruments or implementation of industrial standards provided an experimental characterization of the phantom is performed in advance.


Subject(s)
Equipment Failure Analysis/instrumentation , Image Interpretation, Computer-Assisted/instrumentation , Molecular Imaging/instrumentation , Optical Imaging/instrumentation , Phantoms, Imaging , Spectrum Analysis/instrumentation , Equipment Design , Reproducibility of Results , Sensitivity and Specificity
4.
PLoS One ; 10(6): e0128941, 2015.
Article in English | MEDLINE | ID: mdl-26029912

ABSTRACT

BACKGROUND: Breast tissue composition is recognized as a strong and independent risk factor for breast cancer. It is a heritable feature, but is also significantly affected by several other elements (e.g., age, menopause). Nowadays it is quantified by mammographic density, thus requiring the use of ionizing radiation. Optical techniques are absolutely non-invasive and have already proved effective in the investigation of biological tissues, as they are sensitive to tissue composition and structure. METHODS: Time domain diffuse optical spectroscopy was performed at 7 wavelengths (635-1060 nm) on 200 subjects to derive their breast tissue composition (in terms of water, lipid and collagen content), blood parameters (total hemoglobin content and oxygen saturation level), and information on the microscopic structure (scattering amplitude and power). The dependence of all optically-derived parameters on age, menopausal status, body mass index, and use of oral contraceptives, and the correlation with mammographic density were investigated. RESULTS: Younger age, premenopausal status, lower body mass index values, and use of oral contraceptives all correspond to significantly higher water, collagen and total hemoglobin content, and lower lipid content (always p < 0.05 and often p < 10-4), while oxygen saturation level and scattering parameters show significant dependence only on some conditions. Even when age-adjusted groups of subjects are compared, several optically derived parameters (and in particular always collagen and total hemoglobin content) remain significantly different. CONCLUSIONS: Time domain diffuse optical spectroscopy can probe non-invasively breast tissue composition and physiologic blood parameters, and provide information on tissue structure. The measurement is suitable for in vivo studies and monitoring of changes in breast tissue (e.g., with age, lifestyle, chemotherapy, etc.) and to gain insight into related processes, like the origin of cancer risk associated with breast density.


Subject(s)
Breast Neoplasms/pathology , Breast/pathology , Adult , Aged , Body Mass Index , Breast Density , Demography/methods , Female , Humans , Mammary Glands, Human/abnormalities , Mammary Glands, Human/pathology , Menopause/physiology , Middle Aged , Optics and Photonics/methods , Premenopause/physiology , Risk Factors , Tomography, Optical/methods
5.
Biomed Opt Express ; 5(10): 3684-98, 2014 Oct 01.
Article in English | MEDLINE | ID: mdl-25360382

ABSTRACT

The optical characterization of malignant and benign breast lesions is presented. Time-resolved transmittance measurements were performed in the 630-1060 nm range by means of a 7-wavelength optical mammograph, providing both imaging and spectroscopy information. A total of 62 lesions were analyzed, including 33 malignant and 29 benign lesions. The characterization of breast lesions was performed applying a perturbation model based on the high-order calculation of the pathlength of photons inside the lesion, which led to the assessment of oxy- and deoxy-hemoglobin, lipids, water and collagen concentrations. Significant variations between tumor and healthy tissue were observed in terms of both absorption properties and constituents concentration. In particular, benign lesions and tumors show a statistically significant discrimination in terms of absorption at several wavelengths and also in terms of oxy-hemoglobin and collagen content.

6.
J Biomed Opt ; 18(6): 060507, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23804215

ABSTRACT

A time-domain multiwavelength (635 to 1060 nm) optical mammography was performed on 147 subjects with recent x-ray mammograms available, and average breast tissue composition (water, lipid, collagen, oxy- and deoxyhemoglobin) and scattering parameters (amplitude a and slope b) were estimated. Correlation was observed between optically derived parameters and mammographic density [Breast Imaging and Reporting Data System (BI-RADS) categories], which is a strong risk factor for breast cancer. A regression logistic model was obtained to best identify high-risk (BI-RADS 4) subjects, based on collagen content and scattering parameters. The model presents a total misclassification error of 12.3%, sensitivity of 69%, specificity of 94%, and simple kappa of 0.84, which compares favorably even with intraradiologist assignments of BI-RADS categories.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/pathology , Early Detection of Cancer/methods , Adult , Aged , Collagen/chemistry , Female , Hemoglobins/chemistry , Humans , Lipids/chemistry , Mammography/methods , Middle Aged , Observer Variation , Optics and Photonics , Oxygen/chemistry , Oxyhemoglobins/chemistry , Probability , Regression Analysis , Reproducibility of Results , Risk Factors , Sensitivity and Specificity , Time Factors , X-Rays
7.
Appl Opt ; 52(11): 2494-502, 2013 Apr 10.
Article in English | MEDLINE | ID: mdl-23670779

ABSTRACT

Three recipes are presented to make tissue constituent-equivalent phantoms of water and lipids. Different approaches to prepare the emulsion are proposed. Nature phantoms are made using no emulsifying agent, but just a professional disperser; instead Agar and Triton phantoms are made using agar or Triton X-100, respectively, as agents to emulsify water and lipids. Different water-to-lipid ratios ranging from 30% to 70% by mass were tested. A broadband time-resolved diffuse optical spectroscopy system was used to characterize the phantoms in terms of optical properties and composition. For some water/lipid ratios the emulsion fails or the phantom has limited lifetime, but in most cases the recipes provide phantoms with a high degree of homogeneity [coefficient of variation (CV) of 4.6% and 1.5% for the absorption and reduced scattering coefficient, respectively] and good reproducibility (CV of 8.3% and 12.4% for absorption and reduced scattering coefficient, respectively).


Subject(s)
Biomimetic Materials/chemical synthesis , Lipids/chemistry , Nephelometry and Turbidimetry/instrumentation , Organic Chemicals/chemistry , Phantoms, Imaging , Spectrum Analysis/instrumentation , Water/chemistry , Equipment Design , Equipment Failure Analysis , Reproducibility of Results , Sensitivity and Specificity
8.
Biomed Opt Express ; 3(10): 2411-8, 2012 Oct 01.
Article in English | MEDLINE | ID: mdl-23082283

ABSTRACT

Breast density is a recognized strong and independent risk factor for developing breast cancer. At present, breast density is assessed based on the radiological appearance of breast tissue, thus relying on the use of ionizing radiation. We have previously obtained encouraging preliminary results with our portable instrument for time domain optical mammography performed at 7 wavelengths (635-1060 nm). In that case, information was averaged over four images (cranio-caudal and oblique views of both breasts) available for each subject. In the present work, we tested the effectiveness of just one or few point measurements, to investigate if tissue heterogeneity significantly affects the correlation between optically derived parameters and mammographic density. Data show that parameters estimated through a single optical measurement correlate strongly with mammographic density estimated by using BIRADS categories. A central position is optimal for the measurement, but its exact location is not critical.

9.
J Biomed Opt ; 15(6): 060501, 2010.
Article in English | MEDLINE | ID: mdl-21198142

ABSTRACT

Breast density is a recognized strong and independent risk factor for breast cancer. We propose the use of time-resolved transmittance spectroscopy to estimate breast tissue density and potentially provide even more direct information on breast cancer risk. Time-resolved optical mammography at seven wavelengths (635 to 1060 nm) is performed on 49 subjects. Average information on breast tissue of each subject is obtained on oxy- and deoxyhemoglobin, water, lipids, and collagen content, as well as scattering amplitude and power. All parameters, except for blood volume and oxygenation, correlate with mammographic breast density, even if not to the same extent. A synthetic optical index proves to be quite effective in separating different breast density categories. Finally, the estimate of collagen content as a more direct means for the assessment of breast cancer risk is discussed.


Subject(s)
Breast Neoplasms/diagnosis , Breast Neoplasms/physiopathology , Breast/physiopathology , Densitometry/instrumentation , Diagnosis, Computer-Assisted/methods , Optical Devices , Spectrum Analysis/instrumentation , Equipment Design , Equipment Failure Analysis , Female , Humans , Middle Aged , Reproducibility of Results , Risk Assessment , Sensitivity and Specificity
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