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Geldof F, Witteveen M, Sterenborg HJCM, Ruers TJM, Dashtbozorg B. Diffuse reflection spectroscopy at the fingertip: design and performance of a compact side-firing probe for tissue discrimination during colorectal cancer surgery. BIOMEDICAL OPTICS EXPRESS 2023; 14:128-147. [PMID: 36698675 PMCID: PMC9841999 DOI: 10.1364/boe.476242] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 11/14/2022] [Accepted: 11/14/2022] [Indexed: 06/17/2023]
Abstract
Optical technologies are widely used for tissue sensing purposes. However, maneuvering conventional probe designs with flat-tipped fibers in narrow spaces can be challenging, for instance during pelvic colorectal cancer surgery. In this study, a compact side-firing fiber probe was developed for tissue discrimination during colorectal cancer surgery using diffuse reflectance spectroscopy. The optical behavior was compared to flat-tipped fibers using both Monte Carlo simulations and experimental phantom measurements. The tissue classification performance was examined using freshly excised colorectal cancer specimens. Using the developed probe and classification algorithm, an accuracy of 0.92 was achieved for discriminating tumor tissue from healthy tissue.
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Affiliation(s)
- Freija Geldof
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Mark Witteveen
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Henricus J. C. M. Sterenborg
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Department of Biomedical Engineering and Physics, Amsterdam University Medical Center, Amsterdam, The Netherlands
| | - Theo J. M. Ruers
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
- Faculty of Science and Technology, University of Twente, Enschede, The Netherlands
| | - Behdad Dashtbozorg
- Department of Surgery, Netherlands Cancer Institute, Amsterdam, The Netherlands
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State of Recovery 6 Months After Rectal Cancer Surgery: Postoperative Symptoms and Differences With Regard to Surgical Procedure. Gastroenterol Nurs 2021; 44:98-105. [PMID: 33675597 DOI: 10.1097/sga.0000000000000527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Accepted: 03/31/2020] [Indexed: 11/26/2022] Open
Abstract
Rectal cancer surgery has developed to be highly technological and precise. Nevertheless, postoperative symptoms can affect patients for a long time after surgery and might also be persistent. The purpose of this study was to describe the level of postoperative symptoms 6 months after rectal cancer surgery as well as differences in symptoms with regard to surgical procedure. Data from 117 patients recovering from rectal cancer surgery were collected 6 months after surgery using the Postoperative Recovery Profile (PRP) questionnaire measuring self-reported postoperative symptoms. Results showed that the majority of patients had no or mild problems with the 19 symptoms recorded in the questionnaire. There was a significant difference between surgical procedures: patients after anterior resection experienced mild problems in gastrointestinal function (physical domain) and interest in their surroundings (social domain), whereas most patients after abdominoperineal resection and abdominoperineal resection with myocutaneous flap showed no problems. In all groups, a considerably high proportion of patients reported severe problems in sexual activity (physical domain). Findings in this study emphasize that healthcare professionals should pay attention to patients recovering from anterior resection especially regarding problems in the gastrointestinal function. Moreover, there is a need to acknowledge eventual sexual dysfunctions in all rectal cancer patients.
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Baltussen EJM, Brouwer de Koning SG, Sanders J, Aalbers AGJ, Kok NFM, Beets GL, Hendriks BHW, Sterenborg HJCM, Kuhlmann KFD, Ruers TJM. Tissue diagnosis during colorectal cancer surgery using optical sensing: an in vivo study. J Transl Med 2019; 17:333. [PMID: 31578153 PMCID: PMC6775650 DOI: 10.1186/s12967-019-2083-0] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 09/23/2019] [Indexed: 01/20/2023] Open
Abstract
Background In colorectal cancer surgery there is a delicate balance between complete removal of the tumor and sparing as much healthy tissue as possible. Especially in rectal cancer, intraoperative tissue recognition could be of great benefit in preventing positive resection margins and sparing as much healthy tissue as possible. To better guide the surgeon, we evaluated the accuracy of diffuse reflectance spectroscopy (DRS) for tissue characterization during colorectal cancer surgery and determined the added value of DRS when compared to clinical judgement. Methods DRS spectra were obtained from fat, healthy colorectal wall and tumor tissue during colorectal cancer surgery and results were compared to histopathology examination of the measurement locations. All spectra were first normalized at 800 nm, thereafter two support vector machines (SVM) were trained using a tenfold cross-validation. With the first SVM fat was separated from healthy colorectal wall and tumor tissue, the second SVM distinguished healthy colorectal wall from tumor tissue. Results Patients were included based on preoperative imaging, indicating advanced local stage colorectal cancer. Based on the measurement results of 32 patients, the classification resulted in a mean accuracy for fat, healthy colorectal wall and tumor of 0.92, 0.89 and 0.95 respectively. If the classification threshold was adjusted such that no false negatives were allowed, the percentage of false positive measurement locations by DRS was 25% compared to 69% by clinical judgement. Conclusion This study shows the potential of DRS for the use of tissue classification during colorectal cancer surgery. Especially the low false positive rate obtained for a false negative rate of zero shows the added value for the surgeons. Trail registration This trail was performed under approval from the internal review board committee (Dutch Trail Register NTR5315), registered on 04/13/2015, https://www.trialregister.nl/trial/5175.
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Affiliation(s)
- E J M Baltussen
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands.
| | - S G Brouwer de Koning
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - J Sanders
- Department of Pathology, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - A G J Aalbers
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - N F M Kok
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - G L Beets
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - B H W Hendriks
- Department of In-body Systems, Philips Research, Eindhoven, The Netherlands.,Department of Biomechanical Engineering, Delft University of Technology, Delft, The Netherlands
| | - H J C M Sterenborg
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands.,Department of Biomedical Engineering and Physics, Amsterdam University Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - K F D Kuhlmann
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - T J M Ruers
- Department of Surgery, Antoni van Leeuwenhoek Hospital - The Netherlands Cancer Institute, Amsterdam, The Netherlands.,Faculty TNW, Group Nanobiophysics, Twente University, Enschede, The Netherlands
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Baltussen EJM, Snaebjornsson P, de Koning SGB, Sterenborg HJCM, Aalbers AGJ, Kok N, Beets GL, Hendriks BHW, Kuhlmann KFD, Ruers TJM. Diffuse reflectance spectroscopy as a tool for real-time tissue assessment during colorectal cancer surgery. JOURNAL OF BIOMEDICAL OPTICS 2017; 22:1-6. [PMID: 29076310 DOI: 10.1117/1.jbo.22.10.106014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Accepted: 10/02/2017] [Indexed: 05/11/2023]
Abstract
Colorectal surgery is the standard treatment for patients with colorectal cancer. To overcome two of the main challenges, the circumferential resection margin and postoperative complications, real-time tissue assessment could be of great benefit during surgery. In this ex vivo study, diffuse reflectance spectroscopy (DRS) was used to differentiate tumor tissue from healthy surrounding tissues in patients with colorectal neoplasia. DRS spectra were obtained from tumor tissue, healthy colon, or rectal wall and fat tissue, for every patient. Data were randomly divided into training (80%) and test (20%) sets. After spectral band selection, the spectra were classified using a quadratic classifier and a linear support vector machine. Of the 38 included patients, 36 had colorectal cancer and 2 had an adenoma. When the classifiers were applied to the test set, colorectal cancer could be discriminated from healthy tissue with an overall accuracy of 0.95 (±0.03). This study demonstrates the possibility to separate colorectal cancer from healthy surrounding tissue by applying DRS. High classification accuracies were obtained both in homogeneous and inhomogeneous tissues. This is a fundamental step toward the development of a tool for real-time in vivo tissue assessment during colorectal surgery.
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Affiliation(s)
- Elisabeth J M Baltussen
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
| | - Petur Snaebjornsson
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Pathology, Amsterdam, The Netherlands
| | - Susan G Brouwer de Koning
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
| | - Henricus J C M Sterenborg
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
- Academic Medical Centre, Department of Biomedical Engineering and Physics, Amsterdam, The Netherlands
| | - Arend G J Aalbers
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
| | - Niels Kok
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
| | - Geerard L Beets
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
| | - Benno H W Hendriks
- Philips Research, Department of In-body Systems, Eindhoven, The Netherlands
- Delft University of Technology, Department of Biomechanical Engineering, Delft, The Netherlands
| | - Koert F D Kuhlmann
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
| | - Theo J M Ruers
- Antoni van Leeuwenhoek Hospital-The Netherlands Cancer Institute, Department of Surgery, Amsterdam, The Netherlands
- Technical University Twente, MIRA Institute, Enschede, The Netherlands
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Lin KY, Frawley HC, Granger CL, Denehy L. The Australian Pelvic Floor Questionnaire is a valid measure of pelvic floor symptoms in patients following surgery for colorectal cancer. Neurourol Urodyn 2016; 36:1395-1402. [PMID: 27778362 DOI: 10.1002/nau.23122] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2016] [Accepted: 08/24/2016] [Indexed: 12/26/2022]
Abstract
AIMS This study evaluated the construct validity of the Australian Pelvic Floor Questionnaire against two alternative measures of the severity of bladder and bowel symptoms. METHODS This was an exploratory analysis of data from two prospective studies. Patients who had undergone surgery for colorectal cancer were analysed. Bladder and bowel symptoms were measured using three validated questionnaires: the Australian Pelvic Floor Questionnaire, the International Consultation on Incontinence Questionnaire Short Form Questionnaire for urinary incontinence and the International Consultation on Incontinence Questionnaire-Bowel Module post-cancer treatment. RESULTS The study sample consisted of 44 participants, including 25 men and 19 women. The Australian Pelvic Floor Questionnaire bladder and bowel domain scores demonstrated moderate positive correlations with the International Consultation on Incontinence Questionnaire Short Form Questionnaire for urinary incontinence (r = 0.74, P < 0.01) and the International Consultation on Incontinence Questionnaire-Bowel Module (r = 0.69-0.78, P < 0.01). Similar results were obtained in each gender subgroup. CONCLUSIONS This study suggested that the Australian Pelvic Floor Questionnaire may be a valid measurement tool for use in colorectal cancer populations in clinical trials and practice. Future research using larger cohorts is warranted.
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Affiliation(s)
- Kuan-Yin Lin
- Department of Physiotherapy, School of Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia.,Cabrini Health, Melbourne, Victoria, Australia.,Department of Physiotherapy, Melbourne Health, Melbourne, Victoria, Australia
| | - Helena C Frawley
- Cabrini Health, Melbourne, Victoria, Australia.,Physiotherapy, School of Allied Health, La Trobe University, Melbourne, Victoria, Australia
| | - Catherine L Granger
- Department of Physiotherapy, School of Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia.,Department of Physiotherapy, Melbourne Health, Melbourne, Victoria, Australia.,Institute for Breathing and Sleep, Melbourne, Victoria, Australia
| | - Linda Denehy
- Department of Physiotherapy, School of Health Sciences, The University of Melbourne, Melbourne, Victoria, Australia.,Institute for Breathing and Sleep, Melbourne, Victoria, Australia
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