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Zhang C, Li J, Jiang H, Li M. Use of fiberoductoscopy for the management of pathological nipple discharge: ten years follow up of a single center in China. Gland Surg 2020; 9:2035-2043. [PMID: 33447554 PMCID: PMC7804554 DOI: 10.21037/gs-20-738] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 10/29/2020] [Indexed: 11/06/2022]
Abstract
BACKGROUND Pathological nipple discharge (PND) is usually associated with benign intraductal papilloma, which has a higher malignant rate than other benign tumors in most cases. Fiberoductoscopy (FDS) is an alternative possibility in diagnostic and finding lesions in PND patients. Previously, the bloody discharge was presumed to show papilloma or breast cancer. However, as we started using FDS, papilloma or cancer also can be found in the cases with a transparent or yellow discharge. This study investigated the value of FDS for the diagnosis and locating of intraductal lesions in cases with nipple discharge. METHODS A retrospective analysis of 3,696 cases that initially presented with pathologic nipple discharge was performed. There were 4,456 FDSs performed, and the correlations between the FDS findings for distinct types of lesions and the pathological diagnosis were determined. RESULTS Among the 2,816 cases of elevated lesions, FDS confirmed 1,933 cases of intraductal papilloma, 584 cases of intraductal papillomatosis, and 299 cases of intraductal carcinoma. Among the 880 cases of non-elevated lesions, FDS confirmed 380 cases of duct dilation, 350 cases of duct inflammation, 136 cases of duct dilation and inflammation, and 14 cases of ductal carcinoma in situ (DCIS). All patients followed up 3 months to 12 years. There were 241 DCIS in total, and 8 cases had local recurrence, 2 cases had metastasis. Invasive ductal carcinoma, 41 cases, 3 had recurrence and 3 had metastases, and 1 for death. Invasive lobular carcinoma 23 cases, recurrence 2 cases, metastasis 1 case. CONCLUSIONS FDS has a high positive predictive rate and correlates well with the results of the pathological examination. The advantage of FDS is that it can observe the lesions, increasing the detection rate of early stage breast cancer, simple to operate, low cost, and no need for the appointment, appropriate for Chinese conditions.
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Affiliation(s)
- Chao Zhang
- Breast Cancer Department, Beijing Chaoyang Hospital, Beijing, China
| | - Jie Li
- Breast Cancer Department, Beijing Chaoyang Hospital, Beijing, China
| | - Hongchuan Jiang
- Breast Cancer Department, Beijing Chaoyang Hospital, Beijing, China
| | - Mengxin Li
- Breast Cancer Department, Beijing Chaoyang Hospital, Beijing, China
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Filipe MD, Simons JM, Moeliker L, Waaijer L, Vriens MR, van Diest PJ, Witkamp AJ. Patient-reported outcomes of ductoscopy procedures for pathologic nipple discharge. Breast Cancer 2021; 28:471-7. [PMID: 33180267 DOI: 10.1007/s12282-020-01184-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 11/02/2020] [Indexed: 01/20/2023]
Abstract
Background Pathologic nipple discharge (PND) is a common complaint often associated with breast cancer. However, when ultrasound and mammography are negative, the chances of malignancy are lower than 5%. Currently, major duct excision and microdochectomy are often recommended to alleviate symptoms and definitely rule out malignancy, but can cause infections and breastfeeding problems. Ductoscopy is a minimally invasive endoscopy technique that allows visualization of the mammary ducts and may not only obviate surgery but also detect malignancy. The aim of this study was to determine quality of life (QOL) after ductoscopy in patients with PND. Materials and methods All PND patients referred for ductoscopy between 2014 and 2015 to our hospital were included. Ductoscopy procedures were performed under local anaesthesia in the outpatient clinic. Patients were asked to fill out questionnaires (Breast-Q, EQ-5D-5L and SF-36) on the day of ductoscopy, and after 2 weeks, 3 and 6 months. Additionally, we performed reliability analysis to determine if these questionnaires were suitable for PND patients. Results Fifty consecutive patients underwent ductoscopy of whom 47 patients participated in this study. One domain of SF-36 (vitality) varied significantly over time. Breast-Q, SF-36 and EQ-5D-5L showed that QOL after ductoscopy for PND was unaffected by ductoscopy. Success of the ductoscopy procedure was a significant predictor for satisfaction with the result domain. Conclusion Ductoscopy is a minimally invasive technique that does not seem to impact QoL of PND patients over time. Breast-Q, SF-36 and EQ-5D-5L seem to be suitable existing QOL tests for PND patients undergoing ductoscopy, whereas SF-36 would require modifications.
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Waaijer L, Filipe MD, Simons J, van der Pol CC, de Boorder T, van Diest PJ, Witkamp AJ. Detection of breast cancer precursor lesions by autofluorescence ductoscopy. Breast Cancer 2020; 28:119-129. [PMID: 32725533 PMCID: PMC7796885 DOI: 10.1007/s12282-020-01136-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2020] [Accepted: 07/16/2020] [Indexed: 12/26/2022]
Abstract
PURPOSE Autofluorescence is an image enhancement technique used for the detection of cancer precursor lesions in pulmonary and gastrointestinal endoscopy. This study evaluated the feasibility of addition of autofluorescence to ductoscopy for the detection of intraductal breast cancer precursor lesions. METHODS An autofluorescence imaging system, producing real-time computed images combining fluorescence intensities, was coupled to a conventional white light ductoscopy system. Prior to surgery, ductoscopy with white light and autofluorescence was evaluated under general anaesthesia in women scheduled for therapeutic or prophylactic mastectomy. Endoscopic findings in both modes were compared, marked and correlated with histology of the surgical specimen. RESULTS Four breast cancer patients and five high-risk women, with a median age of 47 years (range 23-62) were included. In autofluorescence mode, two intraductal lesions were seen in two breast cancer patients, which had an increase in the red-to-green fluorescence intensity compared with the surrounding tissue. One lesion had initially been missed by white light ductoscopy but was clearly visible in subsequent autofluorescence mode. One endoscopic finding was classified as suspicious by white light, but was negative in autofluorescence mode and showed normal histology. CONCLUSIONS This study demonstrates for the first time the in vivo feasibility of autofluorescence ductoscopy to detect pathologically confirmed breast cancer precursor lesions in both breast cancer patients and high-risk women that were occult under white light.
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Affiliation(s)
- Laurien Waaijer
- Department of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Mando D Filipe
- Department of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
| | - Janine Simons
- Department of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Carmen C van der Pol
- Department of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Tjeerd de Boorder
- Department of Medical Technology and Clinical Physics, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Paul J van Diest
- Department of Pathology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Arjen Joost Witkamp
- Department of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
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Filipe MD, Patuleia SIS, de Jong VMT, Vriens MR, van Diest PJ, Witkamp AJ. Network Meta-analysis for the Diagnostic Approach to Pathologic Nipple Discharge. Clin Breast Cancer 2020; 20:e723-48. [PMID: 32665191 DOI: 10.1016/j.clbc.2020.05.015] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 05/27/2020] [Accepted: 05/30/2020] [Indexed: 02/07/2023]
Abstract
Pathologic nipple discharge (PND) is one of the most common breast-related complaints for referral because of its supposed association with breast cancer. The aim of this network meta-analysis (NMA) was to compare the diagnostic efficacy of ultrasound, mammogram, cytology, magnetic resonance imaging (MRI), and ductoscopy in patients with PND, as well as to determine the best diagnostic strategy to assess the risk of malignancy as cause for PND. Cochrane Library, PubMed, and Embase were searched to collect relevant literature from the inception of each of the diagnostic methods until January 27, 2020. The search yielded 1472 original citations, of which 36 studies with 3764 patients were finally included for analysis. Direct and indirect comparisons were performed using an NMA approach to evaluate the combined odd ratios and to determine the surface under the cumulative ranking curves (SUCRA) of the diagnostic value of different imaging methods for the detection of breast cancer in patients with PND. Additionally, a subgroup meta-analysis comparing ductoscopy to MRI when conventional imaging was negative was also performed. According to this NMA, sensitivity for detection of malignancy in patients with PND was highest for MRI (83%), followed by ductoscopy (58%), ultrasound (50%), cytology (38%), and mammogram (22%). Specificity was highest for mammogram (93%) followed by ductoscopy (92%), cytology (90%), MRI (76%), and ultrasound (69%). Diagnostic accuracy was the highest for ductoscopy (88%), followed by cytology (82%), MRI (77%), mammogram (76%), and ultrasound (65%). Subgroup meta-analysis (comparing ductoscopy to MRI when ultrasound and mammogram were negative) showed no significant difference in sensitivity, but ductoscopy was statistically significantly better with regard to specificity and diagnostic accuracy. The results from this NMA indicate that although ultrasound and mammogram may remain low-cost useful first choices for the detection of malignancy in patients with PND, ductoscopy outperforms most imaging techniques (especially MRI) and cytology.
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de Boorder T, Waaijer L, van Diest PJ, Witkamp AJ. Ex vivo feasibility study of endoscopic intraductal laser ablation of the breast. Lasers Surg Med 2017; 50:137-142. [PMID: 28990682 DOI: 10.1002/lsm.22745] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2017] [Indexed: 12/22/2022]
Abstract
OBJECTIVE To determine the feasibility and safety of breast endoscopic thulium laser ablation for treatment of intraductal neoplasia. STUDY DESIGN Ductoscopy is a minimally invasive endoscopic approach of the milk ducts of the breast via the nipple. Besides diagnosis in women with pathologic nipple discharge (PND), it allows non-invasive removal of intraductal lesions with a stalk like papillomas. Removal, however, is often incomplete and flat lesions cannot be targeted. We therefore developed laser ductoscopy. METHODS Dosimetry of laser ductoscopy was assessed in thirteen mastectomy specimens, applying power settings of 1-5 W with 100-1000 ms pulsed exposure to a 375-μm outer diameter thulium fiber laser. Subsequently histology was obtained from the breast tissue that was treated with the Thulium laser. RESULTS Endoscopic view was maintained during ductoscopic laser ablation at 1-3 W. Increasing power to 4-5 W caused impaired vision due to shrinkage of the main duct around the ductoscope tip. Histology revealed localized ablation of the duct wall. CONCLUSION We show for the first time that laser ductoscopy is technically feasible. The Thulium laser enables a superficial intraductal ablation and is a useful tool for intraductal interventions. An in vivo prospective study is needed to further demonstrate its potential. Lasers Surg. Med. 50:137-142, 2018. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Tjeerd de Boorder
- Departments of Medical Technology and Clinical Physics, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Laurien Waaijer
- Departments of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Paul J van Diest
- Departments of Pathology, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Arjen J Witkamp
- Departments of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
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Waaijer L, Simons JM, Borel Rinkes IHM, van Diest PJ, Verkooijen HM, Witkamp AJ. Systematic review and meta-analysis of the diagnostic accuracy of ductoscopy in patients with pathological nipple discharge. Br J Surg 2016; 103:632-643. [DOI: 10.1002/bjs.10125] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2015] [Revised: 11/07/2015] [Accepted: 01/06/2016] [Indexed: 11/06/2022]
Abstract
Abstract
Background
Invasive surgery remains the standard for diagnosis of pathological nipple discharge (PND). Only a minority of patients with nipple discharge and an unsuspicious finding on conventional breast imaging have cancer. Ductoscopy is a minimally invasive alternative for evaluation of PND. This systematic review and meta-analysis was designed to evaluate the diagnostic accuracy of ductoscopy in patients with PND.
Methods
A systematic search of electronic databases for studies addressing ductoscopy in patients with PND was conducted. Two classification systems were assessed. For DSany, all visualized ductoscopic abnormalities were classified as positive, whereas for DSsusp, only suspicious findings were considered positive. After checking heterogeneity, pooled sensitivity and specificity of DSany and DSsusp were calculated.
Results
The search yielded 4642 original citations, of which 20 studies were included in the review. Malignancy rates varied from 0 to 27 per cent. Twelve studies, including 1994 patients, were eligible for meta-analysis. Pooled sensitivity and specificity of DSany were 94 (95 per cent c.i. 88 to 97) per cent and 47 (44 to 49) per cent respectively. Pooled sensitivity and specificity of DSsusp were 50 (36 to 64) and 83 (81 to 86) per cent respectively. Heterogeneity between studies was moderate to large for sensitivity (DSany: I2 = 17·5 per cent; DSsusp: I2 = 37·9 per cent) and very large for specificity (DSany: I2 = 96·8 per cent; DSsusp: I2 = 92·6 per cent).
Conclusion
Ductoscopy detects about 94 per cent of all underlying malignancies in patients with PND, but does not permit reliable discrimination between malignant and benign findings.
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Affiliation(s)
- L Waaijer
- Department of Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - J M Simons
- Department of Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - I H M Borel Rinkes
- Department of Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - P J van Diest
- Department of Pathology, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - H M Verkooijen
- Imaging Division, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - A J Witkamp
- Department of Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
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Singh Y, Gao D, Gu Z, Li S, Rivera KA, Stein S, Love S, Sinko PJ. Influence of molecular size on the retention of polymeric nanocarrier diagnostic agents in breast ducts. Pharm Res 2012; 29:2377-88. [PMID: 22569800 DOI: 10.1007/s11095-012-0763-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2012] [Accepted: 04/17/2012] [Indexed: 12/21/2022]
Abstract
PURPOSE To investigate the influence of nanocarrier molecular size and shape on breast duct retention in normal rats using a non-invasive optical imaging method. METHODS Fluorescein-labeled PEG nanocarriers of different molecular weights and shapes (linear, two-arm, four-arm, and eight-arm) were intraductally administered (50 nmol) to female Sprague-Dawley rats. Whole body images were obtained non-invasively. Fluorescence intensities (i.e., amount remaining in duct) were plotted against time to estimate the nanocarrier ductal retention half-lives (t(1/2)). Plasma samples were taken and the pharmacokinetics (Tmax, Cmax) of absorbed nanocarriers was also assessed. RESULTS The t(1/2) of linear 12, 20, 30, 40, and two-arm 60 kDa nanocarriers were 6.7 ± 0.9, 16.1 ± 4.1, 16.6 ± 3.4, 21.5 ± 2.7, and 19.5 ± 6.1 h, whereas the four-arm 20, 40, and eight-arm 20 kDa had t(1/2) of 9.0 ± 0.5, 11.5 ± 1.9, and 12.6 ± 3.0 h. The t(1/2) of unconjugated fluorescein was significantly lower (14.5 ± 1.4 min). The Tmax for 12, 40, 60 kDa nanocarriers were 1, 24, and 32 h, respectively, and only 30 min for fluorescein. CONCLUSIONS Since normal breast ducts are highly permeable, the use of nanocarriers may be helpful in prolonging ductal retention of diagnostic and/or therapeutic agents.
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Affiliation(s)
- Yashveer Singh
- Department of Pharmaceutics Ernest Mario School of Pharmacy, Rutgers The State University of New Jersey, 160 Frelinghuysen Road, Piscataway, New Jersey 08854, USA
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Dooley W, Bong J, Parker J. Redefining lumpectomy using a modification of the "sick lobe" hypothesis and ductal anatomy. Int J Breast Cancer 2011; 2011:726384. [PMID: 22295232 PMCID: PMC3262561 DOI: 10.4061/2011/726384] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2011] [Revised: 04/21/2011] [Accepted: 05/11/2011] [Indexed: 11/25/2022] Open
Abstract
Objectives. The “Sick Lobe” hypothesis states that breast cancers evolve from entire lobes or portions of lobes of the breast where initiation events have occurred early in development. The implication is that some cancers are isolated events and others are truly multi-focal but limited to single lobar-ductal units.
Methods. This is a single surgeon retrospective review of early stage breast cancer lumpectomy patients treated from 1/2000 to 2/2005. Ductal endoscopy was used direct lumpectomy surgical margins by defining ductal anatomy and mapping proliferative changes within the sick lobe for complete excision. Results. Breast conservation surgery for stage 0–2 breast cancer with an attempt to perform endoscopy in association with therapeutic lumpectomy was performed in 554 patients (successful endoscopy in 465 cases). With an average followup of >5 years for the entire group, annual hazard rate for local failure in traditional lumpectomy without ductal mapping was 0.97%/yr. and for lumpectomy with ductal mapping and excision of entire sick lobe was 0.18%/yr. With endoscopy, 42% of patients were found to have extensive disease within their “sick lobe.” Conclusions. Targeting breast cancer lumpectomy using endoscopy and excision of regional associated proliferation seems associated with lower recurrence in this non-randomized series.
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Affiliation(s)
- W Dooley
- Department of Surgery, The University of Oklahoma Breast Institute and Division of Surgical Oncology, The University of Oklahoma Health Sciences Center, Oklahoma, OK 73104, USA
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Tang SSK, Twelves DJ, Isacke CM, Gui GPH. Mammary ductoscopy in the current management of breast disease. Surg Endosc 2010; 25:1712-22. [PMID: 21170661 DOI: 10.1007/s00464-010-1465-4] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2010] [Accepted: 11/05/2010] [Indexed: 11/29/2022]
Abstract
BACKGROUND The majority of benign and malignant lesions of the breast are thought to arise from the epithelium of the terminal duct-lobular unit (TDLU). Although modern mammography, ultrasound, and MRI have improved diagnosis, a final pathological diagnosis currently relies on percutaneous methods of sampling breast lesions. The advantage of mammary ductoscopy (MD) is that it is possible to gain direct access to the ductal system via the nipple. Direct visualization of the duct epithelium allows the operator to precisely locate intraductal lesions, enabling accurate tissue sampling and providing guidance to the surgeon during excision. The intraductal approach may also have a role in screening individuals who are at high risk of breast cancer. Finally, in spontaneous nipple discharge (SND), as biopsy instruments improve and intraductal therapeutics, such as intraductal excision and laser ablation, become a possibility, normal or benign ductoscopic findings may help minimize surgery in selected patients. As MD technology is rapidly advancing, a comprehensive review of current practice will be a valuable guide for clinicians involved in the management of breast disease. METHODS This is a review of current ductoscopic practice based on an exhaustive literature search of Pubmed, Google Scholar, and conference proceedings. The search terms "ductoscopy", "duct endoscopy", "mammary", "breast," and "intraductal" were used. RESULTS/CONCLUSIONS Duct endoscopes have become smaller in diameter with working channels and improved optical definition. Currently, the role of MD is best defined in the management of SND facilitating targeted surgical excision, potentially avoiding unnecessary surgery, and limiting the extent of surgical resection for benign disease. The role of MD in breast-cancer screening and breast conservation surgery has yet to be fully defined. Few prospective randomized trials exist in the literature, and these would be crucial to validate current opinion, not only in the benign setting but also in breast oncologic surgery.
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Affiliation(s)
- Sarah S K Tang
- Academic Breast Unit, Royal Marsden NHS Trust, Fulham Road, London, SW3 6JJ, UK
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Dooley WC. The Lobar Distribution of the Lesions in Breast Carcinoma: Ductoscopy and Surgery. Breast Cancer 2010. [DOI: 10.1007/978-1-84996-314-5_9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Chowdary MVP, Mahato KK, Kumar KK, Mathew S, Rao L, Krishna CM, Kurien J. Autofluorescence of breast tissues: evaluation of discriminating algorithms for diagnosis of normal, benign, and malignant conditions. Photomed Laser Surg 2009; 27:241-52. [PMID: 19382834 DOI: 10.1089/pho.2008.2255] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE We evaluated different discriminating algorithms for classifying laser-induced fluorescence spectra of normal, benign, and malignant breast tissues that were obtained with 325-nm excitation. BACKGROUND DATA Mammography and histopathology are the conventional gold standard methods of screening and diagnosis of breast cancers, respectively. The former is prone to a high rate of false-positive results and poses the risk of repeated exposure to ionizing radiation, whereas the latter suffers from subjective interpretations of morphological features. Thus the development of a more reliable detection and screening methodology is of great interest to those practicing breast cancer management. Several studies have demonstrated the efficacy of optical spectroscopy in diagnosing cancer and other biomedical applications. MATERIALS AND METHODS Autofluorescence spectra of normal, benign, and malignant breast tissues, with 325-nm excitation, were recorded. The data were subjected to diverse discriminating algorithms ranging from intensities and ratios of curve-resolved bands to principal components analysis (PCA)-derived parameters. RESULTS Intensity plots of collagen and NADPH, two known fluorescent biomarkers, yielded accurate classification of the different tissue types. PCA was carried out on both unsupervised and supervised methods, and both approaches yielded accurate classification. In the case of the supervised classification, the developed standard sets were verified and evaluated. The limit test approach provided unambiguous and objective classification, and this method also has the advantage of being user-friendly, so untrained personnel can directly compare unknown spectra against standard sets to make diagnoses instantly, objectively, and unambiguously. CONCLUSION The results obtained in this study further support the efficacy of 325-nm-induced autofluorescence, and demonstrate the suitability of limit test analysis as a means of objectively and unambiguously classifying breast tissues.
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Affiliation(s)
- M V P Chowdary
- Division of Laser Spectroscopy, Manipal Life Science Centre/Department of Surgical Oncology, Shirdi Sai Baba Cancer Hospital, Manipal University, Manipal, Karnataka, India
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Abstract
We report the technical feasibility of autofluorescence ductoscopy in the ex-vivo setting. The current imaging algorithm for visualizing tumor tissue against the normal tissue background, although developed and optimized for other organs, appears to provide discrimination between intraductal tumor and normal ductal tissue. Point fluoroscopy is also performed. Although the optical "geometry" for this is different, the findings are consistent with the imaging observations.
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Affiliation(s)
- Alexandre Douplik
- Ontario Cancer Institute, University Health Network, 7-417 610 University Avenue, Toronto, M5G 2M9 Canada.
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Chowdary MVP, Kalyan Kumar K, Mathew S, Rao L, Krishna CM, Kurien J. Biochemical correlation of Raman spectra of normal, benign and malignant breast tissues: A spectral deconvolution study. Biopolymers 2009; 91:539-46. [DOI: 10.1002/bip.21171] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Abstract
Proteomics is a promising approach for molecular understanding of neoplastic processes including response to treatment. Widely used 2D-gel electrophoresis/Liquid chromatography coupled with mass spectrometry (LC-MS) are time consuming and not cost effective. We have developed a high-sensitivity (femto/subfemtomoles of protein/20 mul) High Performance Liquid Chromatography-Laser Induced Fluorescence HPLC-LIF instrument for studying protein profiles of biological samples. In this study, we have explored the feasibility of classifying breast tissues by multivariate analysis of chromatographic data. We have analyzed 13 normal, 17 malignant, 5 benign and 4 post-treatment breast-tissue homogenates. Data was analyzed by Principal Component Analysis PCA in both unsupervised and supervised modes on derivative and baseline-corrected chromatograms. Our findings suggest that PCA of derivative chromatograms gives better classification. Thus, the HPLC-LIF instrument is not only suitable for generation of chromatographic data using femto/subfemto moles of proteins but the data can also be used for objective diagnosis via multivariate analysis. Prospectively, identified fractions can be collected and analyzed by biochemical and/or MS methods.
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Affiliation(s)
- K Kalyan Kumar
- Center for Atomic and Molecular Physics, Manipal University, Manipal, 576104 Karnataka, India
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Jacobs VR, Paepke S, Ohlinger R, Grunwald S, Kiechle-Bahat M. Breast Ductoscopy: Technical Development from a Diagnostic to an Interventional Procedure and Its Future Perspective. Oncol Res Treat 2007; 30:545-9. [DOI: 10.1159/000108283] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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