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1.
J Genet Couns ; 2024 May 27.
Article in English | MEDLINE | ID: mdl-38803214

ABSTRACT

Genetic testing for hereditary cancer syndromes can provide lifesaving information allowing for individualized cancer screening, prevention, and treatment. However, the determinants, both barriers and motivators, of genetic testing intention are not well described. A survey of barriers and motivators to genetic testing was emailed to adult patients eligible for genetic testing based on cancer diagnosis who previously have not had genetic testing (n = 201). Associations between barriers/motivators with testing intention and confidence were examined first by correlation followed by multivariable linear regression model holding constant potential covariates. Seven barrier items from two domains (logistics and genetic testing knowledge) were found to significantly negatively correlate with genetic testing intention. Unexpectedly, three barrier items had significant positive correlation with genetic testing intention; these were related to family worry (passing a condition on to future generations) and testing knowledge (needing more information on the genetic testing process and what it has to offer). Ten barrier items had significant negative correlation with confidence to get a genetic test and encompassed four domains: stigma, insurance/genetic discrimination, knowledge, and cost. All motivator items were associated with intention to get a genetic test, while none were associated with confidence. Multivariable analysis yielded six total barriers (five from the knowledge domain, one from cost domain) and two motivators (relieved to know and treatment impact) that were significantly associated with genetic testing intention or confidence when controlling for demographic characteristics. These findings indicate the need for tailored interventions to amplify motivating factors and counter-message barriers to enhance patient motivation and confidence to undergo testing.

2.
Trials ; 24(1): 105, 2023 Feb 10.
Article in English | MEDLINE | ID: mdl-36765432

ABSTRACT

BACKGROUND: Although most cancers are sporadic, germline genetic variants are implicated in 5-10% of cancer cases. Clinical genetic testing identifies pathogenic germline genetic variants for hereditary cancers. The Michigan Genetic Hereditary Testing (MiGHT) study is a three-arm randomized clinical trial that aims to test the efficacy of two patient-level behavioral interventions on uptake of cancer genetic testing. METHODS: The two interventions being tested are (1) a virtual genetics navigator and (2) motivational interviewing by genetic health coaches. Eligible participants are adults with a diagnosis of breast, prostate, endometrial, ovarian, colorectal, or pancreatic cancer who meet the National Comprehensive Cancer Network (NCCN) criteria for genetic testing. Participants are recruited through community oncology practices affiliated with the Michigan Oncology Quality Consortium (MOQC) and have used the Family Health History Tool (FHHT) to determine testing eligibility. The recruitment goal is 759 participants, who will be randomized to usual care or to either the virtual genetics navigator or the motivational interviewing intervention arms. The primary outcome will be the proportion of individuals who complete germline genetic testing within 6 months. DISCUSSION: This study addresses patient-level factors which are associated with the uptake of genetic testing. The study will test two different intervention approaches, both of which can help address the shortage of genetic counselors and improve access to care. TRIAL REGISTRATION: This study has been approved by the Institutional Review Board of the University of Michigan Medical School (HUM00192898) and registered in ClinicalTrials.gov (NCT05162846).


Subject(s)
Motivational Interviewing , Neoplasms , Male , Adult , Humans , Michigan , Genetic Testing , Medical Oncology , Randomized Controlled Trials as Topic
3.
J Histotechnol ; 45(3): 120-128, 2022 09.
Article in English | MEDLINE | ID: mdl-35416112

ABSTRACT

Formalin fixed paraffin embedded tissue occasionally requires reprocessing if the histologic quality of a section is inadequate for clinical diagnosis. The Pat Dry (PD) and the Serial Xylene (SX) methods are two techniques described in the literature to reprocess under-fixed and/or under-processed tissue samples. To date, no study has compared the effects of these methods on the histologic quality of tissue sections, cost, and turnaround times. In the present study, these two methods were evaluated on 129 tissue samples taken from 40 submitted clinical specimens, 3 blocks per sampled location. Before processing, sample Group 1 (Control) was cut at routine 3-5 mm thickness. Sample Groups 2 and 3 were cut at 10 mm to ensure the thicker tissues would be poorly processed. Histotechnicians performed a subjective evaluation of all the samples at the time of embedding and microtomy. Hematoxylin and eosin stained sections from all samples were scored for histologic quality by two pathology residents. Thicker samples (Groups 2 and 3) were then reprocessed using either PD or SX methods, re-sectioned, stained, and then re-scored by the pathology residents. The two reprocessing methods equally improved quality scores and reduced the fraction of slides that were rejected. The PD method average preparation time was 66 minutes as compared to 250 minutes for the SX method. The PD method was easier to perform than the SX method, required less reagent, and was less susceptible to reagent spillage than the SX method.


Subject(s)
Microtomy , Specimen Handling , Formaldehyde/pharmacology , Hematoxylin , Paraffin Embedding/methods , Specimen Handling/methods
4.
J Palliat Med ; 24(6): 910-913, 2021 06.
Article in English | MEDLINE | ID: mdl-33524302

ABSTRACT

Objective: To examine the relationship between admission Karnofsky Performance Status (KPS) and discharge disposition. Background: Little is known about the relationship between functional status before hospitalization and discharge disposition. Methods: In a retrospective cohort study of patients seen by Mount Sinai Hospital Medicine Primary Palliative Care Program (HPPC), we used demographic and clinical data to compare discharge disposition by patients' functional status before admission into the hospital. Results: Overall, 596 patients received HPPC consults (286 [48%] female, mean age 68.4 years, median admission KPS 40% [requires hospital level care]). Of the 33 patients with a KPS ≥60% (unable to work) 30 (91%) were discharged home, whereas those 262 patients with KPS ≤30% (severely disabled) 52 (20%) were discharged home, 40 (15%) enrolled in hospice, 130 (49.5%) discharged to a facility, and 32 (12%) died in hospital. Conclusions: Worse functional status was associated with a hospice or facility discharge and better functional status was associated with discharge home. Key Message: This retrospective cohort study examined the relationship between KPS before hospital admission and discharge disposition in hospitalized seriously ill patients admitted to the hospital medicine service who received a HPPC consultation. The results suggest that those with a higher admission KPS (more functional) are more likely to be discharged home, whereas those with a lower KPS (less functional) are more likely to be discharged to a facility or hospice. KPS before hospital admission could guide palliative care resource allocation and discharge needs.


Subject(s)
Palliative Care , Patient Discharge , Aged , Female , Hospitalization , Humans , Karnofsky Performance Status , Retrospective Studies
5.
J Biomed Opt ; 24(9): 1-12, 2019 09.
Article in English | MEDLINE | ID: mdl-31522486

ABSTRACT

Subdiffuse spatial frequency domain imaging (sd-SFDI) data of 42 freshly excised, bread-loafed tumor resections from breast-conserving surgery (BCS) were evaluated using texture analysis and a machine learning framework for tissue classification. Resections contained 56 regions of interest (RoIs) determined by expert histopathological analysis. RoIs were coregistered with sd-SFDI data and sampled into ∼4 × 4 mm2 subimage samples of confirmed and homogeneous histological categories. Sd-SFDI reflectance textures were analyzed using gray-level co-occurrence matrix pixel statistics, image primitives, and power spectral density curve parameters. Texture metrics exhibited statistical significance (p-value < 0.05) between three benign and three malignant tissue subtypes. Pairs of benign and malignant subtypes underwent texture-based, binary classification with correlation-based feature selection. Classification performance was evaluated using fivefold cross-validation and feature grid searching. Classification using subdiffuse, monochromatic reflectance (illumination spatial frequency of fx = 1.37 mm − 1, optical wavelength of λ = 490 nm) achieved accuracies ranging from 0.55 (95% CI: 0.41 to 0.69) to 0.95 (95% CI: 0.90 to 1.00) depending on the benign­malignant diagnosis pair. Texture analysis of sd-SFDI data maintains the spatial context within images, is free of light transport model assumptions, and may provide an alternative, computationally efficient approach for wide field-of-view (cm2) BCS tumor margin assessment relative to pixel-based optical scatter or color properties alone.


Subject(s)
Breast , Image Processing, Computer-Assisted/methods , Mastectomy, Segmental/methods , Surgery, Computer-Assisted/methods , Breast/diagnostic imaging , Breast/surgery , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Female , Humans , Machine Learning
6.
J Biomed Opt ; 24(9): 1-8, 2019 09.
Article in English | MEDLINE | ID: mdl-31512442

ABSTRACT

Structured light imaging (SLI) with high spatial frequency (HSF) illumination provides a method to amplify native tissue scatter contrast and better differentiate superficial tissues. This was investigated for margin analysis in breast-conserving surgery (BCS) and imaging gross clinical tissues from 70 BCS patients, and the SLI distinguishability was examined for six malignancy subtypes relative to three benign/normal breast tissue subtypes. Optical scattering images recovered were analyzed with five different color space representations of multispectral demodulated reflectance. Excluding rare combinations of invasive lobular carcinoma and fibrocystic disease, SLI was able to classify all subtypes of breast malignancy from surrounding benign tissues (p-value < 0.05) based on scatter and color parameters. For color analysis, HSF illumination of the sample generated more statistically significant discrimination than regular uniform illumination. Pathological information about lesion subtype from a presurgical biopsy can inform the search for malignancy on the surfaces of specimens during BCS, motivating the focus on pairwise classification analysis. This SLI modality is of particular interest for its potential to differentiate tissue classes across a wide field-of-view (∼100 cm2) and for its ability to acquire images of macroscopic tissues rapidly but with microscopic-level sensitivity to structural and morphological tissue constituents.


Subject(s)
Breast/diagnostic imaging , Breast/surgery , Image Interpretation, Computer-Assisted/methods , Mastectomy, Segmental/methods , Optical Imaging/methods , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/surgery , Female , Humans , Intraoperative Care , ROC Curve
7.
J Biomed Opt ; 24(7): 1-11, 2018 09.
Article in English | MEDLINE | ID: mdl-30264552

ABSTRACT

This study aims to determine if light scatter parameters measured with spatial frequency domain imaging (SFDI) can accurately predict stromal, epithelial, and adipose fractions in freshly resected, unstained human breast specimens. An explicit model was developed to predict stromal, epithelial, and adipose fractions as a function of light scattering parameters, which was validated against a quantitative analysis of digitized histology slides for N = 31 specimens using leave-one-out cross-fold validation. Specimen mean stromal, epithelial, and adipose volume fractions predicted from light scattering parameters strongly correlated with those calculated from digitized histology slides (r = 0.90, 0.77, and 0.91, respectively, p-value <1 × 10 - 6). Additionally, the ratio of predicted epithelium to stroma classified malignant specimens with a sensitivity and specificity of 90% and 81%, respectively, and also classified all pixels in malignant lesions with 63% and 79%, at a threshold of 1. All specimens and pixels were classified as malignant, benign, or fat with 84% and 75% accuracy, respectively. These findings demonstrate how light scattering parameters acquired with SFDI can be used to accurately predict and spatially map stromal, epithelial, and adipose proportions in fresh unstained, human breast tissue, and suggest that these estimations could provide diagnostic value.


Subject(s)
Breast Neoplasms/diagnostic imaging , Breast Neoplasms/pathology , Breast/diagnostic imaging , Breast/pathology , Image Interpretation, Computer-Assisted/methods , Optical Imaging/methods , Algorithms , Breast/surgery , Breast Neoplasms/surgery , Epithelium/diagnostic imaging , Female , Humans , Mastectomy, Segmental , Scattering, Radiation , Sensitivity and Specificity
8.
Arch. argent. pediatr ; 116(4): 612-615, ago. 2018. ilus, tab, graf
Article in Spanish | LILACS, BINACIS | ID: biblio-950053

ABSTRACT

La metahemoglobinemia es una patología caracterizada por la presencia de altas concentraciones de metahemoglobina en sangre. Esta es una forma oxidada de la hemoglobina, muy afín al oxígeno, que es incapaz de cederlo a los tejidos. Es una entidad poco frecuente, con baja sospecha diagnóstica. Aunque puede ser congénita en recién nacidos con cianosis, es más frecuente la adquirida por fármacos y tóxicos. En la Argentina, no se conoce la incidencia real de esta patología. El objetivo es comunicar un caso de metahemoglobinemia en una paciente pediátrica que ingresó al Hospital Magdalena V. de Martínez con cianosis en la cara y las extremidades, en mal estado general, con el antecedente de ingesta de varios comprimidos de dapsona, y se constató concentración sérica de metahemoglobina del 35%. El tratamiento consistió en la administración endovenosa de azul de metileno. Su evolución fue favorable.


Methemoglobinemia is a condition characterized by a high blood concentration of methemoglobin. Methemoglobinemia is a disorder that occurs when hemoglobin in the blood is oxidized to form methemoglobin, rendering it unable to transport oxygen. Although it can be congenital in cyanotic newborn, it is more often an adverse medication effect. The aim is to report a pediatric methemoglobinemia case, assisted in Magdalena V. de Martínez Hospital, with cyanosis in face and limb, in poor condition, that consumed dapsone accidentally. Her methemoglobin concentration was 35%. Intravenous methylene blue was administered with favorable outcome.


Subject(s)
Humans , Female , Child , Cyanosis/chemically induced , Methemoglobinemia/chemically induced , Cyanosis/drug therapy , Dapsone/poisoning , Enzyme Inhibitors/administration & dosage , Methemoglobinemia/drug therapy , Methylene Blue/administration & dosage
9.
Arch Argent Pediatr ; 116(4): e612-e615, 2018 08 01.
Article in Spanish | MEDLINE | ID: mdl-30016042

ABSTRACT

Methemoglobinemia is a condition characterized by a high blood concentration of methemoglobin. Methemoglobinemia is a disorder that occurs when hemoglobin in the blood is oxidized to form methemoglobin, rendering it unable to transport oxygen. Although it can be congenital in cyanotic newborn, it is more often an adverse medication effect. The aim is to report a pediatric methemoglobinemia case, assisted in Magdalena V. de Martínez Hospital, with cyanosis in face and limb, in poor condition, that consumed dapsone accidentally. Her methemoglobin concentration was 35%. Intravenous methylene blue was administered with favorable outcome.


La metahemoglobinemia es una patología caracterizada por la presencia de altas concentraciones de metahemoglobina en sangre. Esta es una forma oxidada de la hemoglobina, muy afín al oxígeno, que es incapaz de cederlo a los tejidos. Es una entidad poco frecuente, con baja sospecha diagnóstica. Aunque puede ser congénita en recién nacidos con cianosis, es más frecuente la adquirida por fármacos y tóxicos. En la Argentina, no se conoce la incidencia real de esta patología. El objetivo es comunicar un caso de metahemoglobinemia en una paciente pediátrica que ingresó al Hospital Magdalena V. de Martínez con cianosis en la cara y las extremidades, en mal estado general, con el antecedente de ingesta de varios comprimidos de dapsona, y se constató concentración sérica de metahemoglobina del 35%. El tratamiento consistió en la administración endovenosa de azul de metileno. Su evolución fue favorable.


Subject(s)
Cyanosis/chemically induced , Dapsone/poisoning , Methemoglobinemia/chemically induced , Child , Cyanosis/drug therapy , Enzyme Inhibitors/administration & dosage , Female , Humans , Methemoglobinemia/drug therapy , Methylene Blue/administration & dosage
10.
Phys Med Biol ; 62(23): 8983-9000, 2017 Nov 10.
Article in English | MEDLINE | ID: mdl-29048330

ABSTRACT

A multimodal micro-computed tomography (CT) and multi-spectral structured light imaging (SLI) system is introduced and systematically analyzed to test its feasibility to aid in margin delineation during breast conserving surgery (BCS). Phantom analysis of the micro-CT yielded a signal-to-noise ratio of 34, a contrast of 1.64, and a minimum detectable resolution of 240 µm for a 1.2 min scan. The SLI system, spanning wavelengths 490 nm to 800 nm and spatial frequencies up to 1.37 [Formula: see text], was evaluated with aqueous tissue simulating phantoms having variations in particle size distribution, scatter density, and blood volume fraction. The reduced scattering coefficient, [Formula: see text] and phase function parameter, γ, were accurately recovered over all wavelengths independent of blood volume fractions from 0% to 4%, assuming a flat sample geometry perpendicular to the imaging plane. The resolution of the optical system was tested with a step phantom, from which the modulation transfer function was calculated yielding a maximum resolution of 3.78 cycles per mm. The three dimensional spatial co-registration between the CT and optical imaging space was tested and shown to be accurate within 0.7 mm. A freshly resected breast specimen, with lobular carcinoma, fibrocystic disease, and adipose, was imaged with the system. The micro-CT provided visualization of the tumor mass and its spiculations, and SLI yielded superficial quantification of light scattering parameters for the malignant and benign tissue types. These results appear to be the first demonstration of SLI combined with standard medical tomography for imaging excised tumor specimens. While further investigations are needed to determine and test the spectral, spatial, and CT features required to classify tissue, this study demonstrates the ability of multimodal CT/SLI to quantify, visualize, and spatially navigate breast tumor specimens, which could potentially aid in the assessment of tumor margin status during BCS.


Subject(s)
Breast/diagnostic imaging , Breast/surgery , Image Processing, Computer-Assisted , Light , X-Ray Microtomography , Breast/pathology , Breast Neoplasms/diagnostic imaging , Calibration , Female , Humans , Mastectomy, Segmental , Multimodal Imaging , Phantoms, Imaging , Signal-To-Noise Ratio , Tomography, X-Ray Computed/methods
11.
Ann Surg Oncol ; 24(10): 2950-2956, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28766199

ABSTRACT

BACKGROUND: Wire-localized excision of nonpalpable breast cancer is imprecise, resulting in positive margins 25-30% of the time. METHODS: Patients underwent preoperative supine magnetic resonance imaging (MRI). A radiologist outlined the tumor edges on consecutive images, creating a three-dimensional (3D) view of its location. Using 3D printing, a bra-like plastic form (the Breast Cancer Locator [BCL]) was fabricated, with features that allowed a surgeon to (1) mark the edges of the tumor on the breast surface; (2) inject blue dye into the breast 1 cm from the tumor edges; and (3) place a wire in the tumor at the time of surgery. RESULTS: Nineteen patients with palpable cancers underwent partial mastectomy after placement of surgical cues using patient-specific BCLs. The cues were in place in <5 min and no adverse events occurred. The BCL accurately localized 18/19 cancers. In the 18 accurately localized cases, all 68 blue-dye injections were outside of the tumor edges. Median distance from the blue-dye center to the pathologic tumor edge was 1.4 cm, while distance from the blue dye to the tumor edge was <5 mm in 4% of injections, 0.5-2.0 cm in 72% of injections, and >2 cm in 24% of injections. Median distance from the tumor center to the BCL-localized wire and to the clip placed at the time of diagnosis was similar (0.49 vs. 0.73 cm) on specimen mammograms. CONCLUSIONS: Information on breast cancer location and shape derived from a supine MRI can be transferred safely and accurately to patients in the operating room using a 3D-printed form.


Subject(s)
Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/pathology , Carcinoma, Intraductal, Noninfiltrating/pathology , Imaging, Three-Dimensional/methods , Magnetic Resonance Imaging/methods , Mastectomy, Segmental , Surgery, Computer-Assisted/methods , Breast Neoplasms/surgery , Carcinoma, Ductal, Breast/surgery , Carcinoma, Intraductal, Noninfiltrating/surgery , Female , Follow-Up Studies , Humans , Middle Aged , Neoplasm Invasiveness , Neoplasm Staging , Supine Position
12.
Arch Pathol Lab Med ; 141(3): 402-409, 2017 Mar.
Article in English | MEDLINE | ID: mdl-27763790

ABSTRACT

CONTEXT: - At our medical center, cytopathologists perform rapid on-site evaluation for specimen adequacy of fine-needle aspiration and touch imprint of needle core biopsy lung cancer samples. Two years ago the molecular diagnostics laboratory at our institution changed to next-generation sequencing using the Ion Torrent PGM and the 50-gene AmpliSeq Cancer Hotspot Panel v2 for analyzing mutations in a 50-gene cancer hot spot panel. This was associated with a dramatic fall in adequacy rate (68%). OBJECTIVE: - To improve the adequacy rate to at least 90% for molecular testing using next-generation sequencing for all specimens collected by rapid on-site evaluation by the cytology laboratory. DESIGN: - After baseline data on adequacy rate of cytology specimens with rapid on-site evaluation for molecular testing had been collected, 2 changes were implemented. Change 1 concentrated all the material in one block but did not produce desired results; change 2, in addition, faced the block only once with unstained slides cut up front for molecular testing. Data were collected in an Excel spreadsheet and adequacy rate was assessed. RESULTS: - Following process changes 1 and 2 we reached our goal of at least 90% adequacy rate for molecular testing by next-generation sequencing on samples collected by rapid on-site evaluation including computed tomography-guided needle core biopsies (94%; 17 of 18) and fine-needle aspiration samples (94%; 30 of 32). CONCLUSION: - This study focused on factors that are controllable in a pathology department and on maximizing use of scant tissue. Optimizing the adequacy of the specimen available for molecular tests avoids the need for a second procedure to obtain additional tissue.


Subject(s)
Biopsy, Fine-Needle/standards , Cytodiagnosis/standards , High-Throughput Nucleotide Sequencing/standards , Lung Neoplasms/genetics , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Biopsy/methods , Biopsy/standards , Biopsy, Fine-Needle/methods , Cytodiagnosis/methods , High-Throughput Nucleotide Sequencing/methods , Humans , Quality Improvement , Specimen Handling/methods , Specimen Handling/standards
13.
Optica ; 3(6): 613-621, 2016 Jun 20.
Article in English | MEDLINE | ID: mdl-27547790

ABSTRACT

Localized measurements of scattering in biological tissue provide sensitivity to microstructural morphology but have limited utility to wide-field applications, such as surgical guidance. This study introduces sub-diffusive spatial frequency domain imaging (sd-SFDI), which uses high spatial frequency illumination to achieve wide-field sampling of localized reflectances. Model-based inversion recovers macroscopic variations in the reduced scattering coefficient [Formula: see text] and the phase function backscatter parameter (γ). Measurements in optical phantoms show quantitative imaging of user-tuned phase-function-based contrast with accurate decoupling of parameters that define both the density and the size-scale distribution of scatterers. Measurements of fresh ex vivo breast tissue samples revealed, for the first time, unique clustering of sub-diffusive scattering properties for different tissue types. The results support that sd-SFDI provides maps of microscopic structural biomarkers that cannot be obtained with diffuse wide-field imaging and characterizes spatial variations not resolved by point-based optical sampling.

14.
Breast Cancer Res ; 15(4): R61, 2013.
Article in English | MEDLINE | ID: mdl-23915805

ABSTRACT

INTRODUCTION: Nationally, 25% to 50% of patients undergoing lumpectomy for local management of breast cancer require a secondary excision because of the persistence of residual tumor. Intraoperative assessment of specimen margins by frozen-section analysis is not widely adopted in breast-conserving surgery. Here, a new approach to wide-field optical imaging of breast pathology in situ was tested to determine whether the system could accurately discriminate cancer from benign tissues before routine pathological processing. METHODS: Spatial frequency domain imaging (SFDI) was used to quantify near-infrared (NIR) optical parameters at the surface of 47 lumpectomy tissue specimens. Spatial frequency and wavelength-dependent reflectance spectra were parameterized with matched simulations of light transport. Spectral images were co-registered to histopathology in adjacent, stained sections of the tissue, cut in the geometry imaged in situ. A supervised classifier and feature-selection algorithm were implemented to automate discrimination of breast pathologies and to rank the contribution of each parameter to a diagnosis. RESULTS: Spectral parameters distinguished all pathology subtypes with 82% accuracy and benign (fibrocystic disease, fibroadenoma) from malignant (DCIS, invasive cancer, and partially treated invasive cancer after neoadjuvant chemotherapy) pathologies with 88% accuracy, high specificity (93%), and reasonable sensitivity (79%). Although spectral absorption and scattering features were essential components of the discriminant classifier, scattering exhibited lower variance and contributed most to tissue-type separation. The scattering slope was sensitive to stromal and epithelial distributions measured with quantitative immunohistochemistry. CONCLUSIONS: SFDI is a new quantitative imaging technique that renders a specific tissue-type diagnosis. Its combination of planar sampling and frequency-dependent depth sensing is clinically pragmatic and appropriate for breast surgical-margin assessment. This study is the first to apply SFDI to pathology discrimination in surgical breast tissues. It represents an important step toward imaging surgical specimens immediately ex vivo to reduce the high rate of secondary excisions associated with breast lumpectomy procedures.


Subject(s)
Breast Neoplasms/pathology , Carcinoma in Situ/pathology , Spectroscopy, Near-Infrared/methods , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/metabolism , Biopsy , Breast Neoplasms/diagnosis , Breast Neoplasms/surgery , Carcinoma in Situ/diagnosis , Female , Humans , Immunohistochemistry , Mastectomy, Segmental , Middle Aged , Neoplasm Grading , Prognosis , Reproducibility of Results , Sensitivity and Specificity , Tumor Burden
15.
Clin Cancer Res ; 18(22): 6315-25, 2012 Nov 15.
Article in English | MEDLINE | ID: mdl-22908098

ABSTRACT

PURPOSE: A new approach to spectroscopic imaging was developed to detect and discriminate microscopic pathologies in resected breast tissues; diagnostic performance of the prototype system was tested in 27 tissues procured during breast conservative surgery. EXPERIMENTAL DESIGN: A custom-built, scanning in situ spectroscopy platform sampled broadband reflectance from a 150-µm-diameter spot over a 1 × 1 cm(2) field using a dark field geometry and telecentric lens; the system was designed to balance sensitivity to cellular morphology and imaging the inherent diversity within tissue subtypes. Nearly 300,000 broadband spectra were parameterized using light scattering models and spatially dependent spectral signatures were interpreted using a cooccurrence matrix representation of image texture. RESULTS: Local scattering changes distinguished benign from malignant pathologies with 94% accuracy, 93% sensitivity, 95% specificity, and 93% positive and 95% negative predictive values using a threshold-based classifier. Texture and shape features were important to optimally discriminate benign from malignant tissues, including pixel-to-pixel correlation, contrast and homogeneity, and the shape features of fractal dimension and Euler number. Analysis of the region-based diagnostic performance showed that spectroscopic image features from 1 × 1 mm(2) areas were diagnostically discriminant and enabled quantification of within-class tissue heterogeneities. CONCLUSIONS: Localized scatter-imaging signatures detected by the scanning spectroscopy platform readily distinguished benign from malignant pathologies in surgical tissues and showed new spectral-spatial signatures of clinical breast pathologies.


Subject(s)
Breast Neoplasms/diagnosis , Carcinoma, Intraductal, Noninfiltrating/diagnosis , Spectrum Analysis/instrumentation , Breast Neoplasms/surgery , Carcinoma, Intraductal, Noninfiltrating/surgery , Female , Humans , Lasers , Light , Linear Models , Mastectomy, Segmental , ROC Curve , Scattering, Radiation
16.
Physiol Meas ; 30(6): S121-36, 2009 Jun.
Article in English | MEDLINE | ID: mdl-19491436

ABSTRACT

Electromagnetic (EM) breast imaging provides low-cost, safe and potentially a more specific modality for cancer detection than conventional imaging systems. A primary difficulty in validating these EM imaging modalities is that the true dielectric property values of the particular breast being imaged are not readily available on an individual subject basis. Here, we describe our initial experience in seeking to correlate tomographic EM imaging studies with discrete point spectroscopy measurements of the dielectric properties of breast tissue. The protocol we have developed involves measurement of in vivo tissue properties during partial and full mastectomy procedures in the operating room (OR) followed by ex vivo tissue property recordings in the same locations in the excised tissue specimens in the pathology laboratory immediately after resection. We have successfully applied all of the elements of this validation protocol in a series of six women with cancer diagnoses. Conductivity and permittivity gauged from ex vivo samples over the frequency range 100 Hz-8.5 GHz are found to be similar to those reported in the literature. A decrease in both conductivity and permittivity is observed when these properties are gauged from ex vivo samples instead of in vivo. We present these results in addition to a case study demonstrating how discrete point spectroscopy measurements of the tissue can be correlated and used to validate EM imaging studies.


Subject(s)
Breast Neoplasms/diagnosis , Electric Impedance , Tomography/methods , Breast Neoplasms/pathology , Breast Neoplasms/surgery , Female , Humans , In Vitro Techniques , Mastectomy/methods , Microwaves , Middle Aged , Spectrum Analysis/instrumentation , Spectrum Analysis/methods , Tomography/instrumentation
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