Detection of intratumoral hypoxia in primary breast cancer using photoacoustic imaging
Shimizu, H.; Kawashima, M.; Kataoka, M.; Yoshikawa, A.; Asao, Y.; Takeuchi, Y.; Takada, M.; Saito, S.; Toi, M.; Masuda, N.
Show abstract
Background Tumor hypoxia and abnormal vasculature are closely associated with aggressiveness in solid tumors. Therefore, noninvasive assessment of these features in primary breast cancer is needed. Photoacoustic (PA) imaging is an emerging modality that enables real-time visualization of vascular architecture and hemoglobin oxygenation. Methods Breast PA imaging was performed in patients with primary breast cancer using a bed-type PA imaging system equipped with a hemispherical sensor and a flat specimen holder enabling mild breast compression. Three independent evaluators assessed predefined characteristics of tumor-associated vasculature: centripetal/disrupted vessels and intratumoral vessel-like signals. Oxygenation (S-factor) of tumor-associated vessels was estimated using dual-wavelength laser irradiation at 756 and 797 nm. Results PA imaging was performed in 9 tumors from 8 patients. Eight tumors were evaluable, after the exclusion of 1 tumor with segmental bloody discharge. Centripetal/disrupted vessels were identified in 7 tumors (87.5%). Intratumoral vessel-like signals were observed in all tumors (100%), with higher signal density than in surrounding tissue in 5 lesions (62.5%). Increased intratumoral signal density was associated with a higher Ki67-labeling index (two-sided P = .01). Mean intratumoral S-factor level (76.9% {+/-} 9.1%) was significantly lower than that of peritumoral vessels at 5 mm (86.4% {+/-} 5.9%) and 20 mm (88.5% {+/-} 4.9%) from the tumor margin (two-sided P < .01). Conclusion PA imaging with a flat specimen holder enables noninvasive visualization of tumor-associated vasculature with reduced oxygenation in primary breast cancer. This approach may provide a novel imaging platform for the early detection and functional assessment of breast cancer.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Development and evaluation of a wearable peripheral vascular compensation sensor in a swine model of hemorrhage 92%
- A compact breast shape acquisition system for improving diffuse optical tomography image reconstructions 91%
- An evaluation of resonant scanning as a high-speed imaging technique for two-photon imaging of cortical vasculature 91%
Similar papers in this journal
- Evaluation of the efficacy of using indocyanine green associated with fluorescence in sentinel lymph node biopsy 93%
- Development of an H&E on-block staining technique for collagen detection in cryo-fluorescence tomography imaging of frozen breast tissue samples 93%
- Improved accuracy of breast volume calculation from 3D surface imaging data using statistical shape models 92%
Similar papers in this journal
- Multi-center Clinical Study Using Optical Coherence Tomography for Evaluation of Cervical Lesions In-vivo 92%
- Automated and Manual Quantification of Tumour Cellularity in Digital Slides for Tumour Burden Assessment 92%
- Machine learning-enabled cancer diagnostics with widefield polarimetric second-harmonic generation microscopy 91%
Similar papers in this journal
- From Variability to Standardization: The Impact of Breast Density on Background Parenchymal Enhancement in Contrast-Enhanced Mammography and the Need for a Structured Reporting System 94%
- Impact of BRCA mutation status on tumor infiltrating lymphocytes (TILs), response to treatment, and prognosis in breast cancer patients treated with neoadjuvant chemotherapy. 92%
- Accurate Screening for Early-Stage Breast Cancer by Detection and Profiling of Circulating Tumor Cells 91%
Similar papers in this journal
- A Machine Learning Ensemble Based on Radiomics to Predict BI-RADS Category and Reduce the Biopsy Rate of Ultrasound-Detected Suspicious Breast Masses 94%
- The NILS study protocol - a retrospective validation study of a preoperative decision-making tool for non-invasive lymph node staging in women with primary breast cancer [ISRCTN14341750] 93%
- Detection, Isolation and Quantification of Myocardial Infarct with Four Different Histological Staining Techniques 89%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.