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Félix MM, Tavares MV, Santos IP, Batista de Carvalho ALM, Batista de Carvalho LAE, Marques MPM. Cervical Squamous Cell Carcinoma Diagnosis by FTIR Microspectroscopy. Molecules 2024; 29:922. [PMID: 38474435 DOI: 10.3390/molecules29050922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Revised: 02/09/2024] [Accepted: 02/17/2024] [Indexed: 03/14/2024] Open
Abstract
Cervical cancer was considered the fourth most common cancer worldwide in 2020. In order to reduce mortality, an early diagnosis of the tumor is required. Currently, this type of cancer occurs mostly in developing countries due to the lack of vaccination and screening against the Human Papillomavirus. Thus, there is an urgent clinical need for new methods aiming at a reliable screening and an early diagnosis of precancerous and cancerous cervical lesions. Vibrational spectroscopy has provided very good results regarding the diagnosis of various tumors, particularly using Fourier transform infrared microspectroscopy, which has proved to be a promising complement to the currently used histopathological methods of cancer diagnosis. This spectroscopic technique was applied to the analysis of cryopreserved human cervical tissue samples, both squamous cell carcinoma (SCC) and non-cancer samples. A dedicated Support Vector Machine classification model was constructed in order to categorize the samples into either normal or malignant and was subsequently validated by cross-validation, with an accuracy higher than 90%.
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Affiliation(s)
- Maria M Félix
- Molecular Physical-Chemistry R&D Unit, Department of Chemistry, University of Coimbra, 3004-535 Coimbra, Portugal
| | - Mariana V Tavares
- Molecular Physical-Chemistry R&D Unit, Department of Chemistry, University of Coimbra, 3004-535 Coimbra, Portugal
- Gynaecology Department, Portuguese Oncology Institute of Porto, 4200-072 Porto, Portugal
| | - Inês P Santos
- Molecular Physical-Chemistry R&D Unit, Department of Chemistry, University of Coimbra, 3004-535 Coimbra, Portugal
| | - Ana L M Batista de Carvalho
- Molecular Physical-Chemistry R&D Unit, Department of Chemistry, University of Coimbra, 3004-535 Coimbra, Portugal
| | - Luís A E Batista de Carvalho
- Molecular Physical-Chemistry R&D Unit, Department of Chemistry, University of Coimbra, 3004-535 Coimbra, Portugal
| | - Maria Paula M Marques
- Molecular Physical-Chemistry R&D Unit, Department of Chemistry, University of Coimbra, 3004-535 Coimbra, Portugal
- Department of Life Sciences, Faculty of Science and Technology, University of Coimbra, 3000-456 Coimbra, Portugal
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Krishnatry R, Maitre P, Kumar A, Telkhade T, Bakshi G, Prakash G, Pal M, Joshi A, Menon S, Murthy V. Utilising alternative cystoscopic schedules to minimise cost and patient burden after trimodality therapy for muscle-invasive bladder cancer. Cancer Med 2023; 12:11305-11314. [PMID: 36965102 PMCID: PMC10242324 DOI: 10.1002/cam4.5840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2023] [Revised: 02/28/2023] [Accepted: 03/12/2023] [Indexed: 03/27/2023] Open
Abstract
BACKGROUND To assess urinary symptoms and urine cytology as screening tools for cystoscopic detection of local recurrence after bladder-preserving trimodality treatment (TMT). METHODS Patients with muscle-invasive bladder cancer receiving definitive TMT follow-up three monthly for 2 years, six monthly for the next 3 years and then yearly, with a clinical review, urine cytology and cystoscopy at each visit (triple assessment, TA). Grade 2+ cystitis/haematuria absent/present was scored 0/1, and urine cytology reported negative/suspicious or positive was scored 0/1, respectively. The performance of these two parameters for predicting local recurrence in cystoscopic biopsy was tested. Other hypothetical surveillance schedules included cystoscopy on alternate visits (COAV), or suspected recurrence (COSR), six-monthly COSR and six-monthly TA. RESULTS A total of 630 follow-up visits in 112 patients with 19 recurrences (7 muscle invasive, 12 non-muscle invasive) at a median follow-up of 19 months were analysed. The sensitivity and specificity of clinical symptoms were 47.4% and 92%, and for urine cytology 58% and 85%, respectively. The combination of clinical symptoms and cytology (COSR) was 95% sensitive and 78% specific for local recurrence but 100% sensitive for muscle-invasive recurrence. Both COAV and COSV schedules showed a high area under the curve (AUC) for detecting local recurrence (COAV = 0.84, COSR = 0.83), muscle-invasive recurrence (AUC = 0.848 each) and non-muscle-invasive recurrence (COAV = 0.82, COSR = 0.81); reducing the need for TAs by 64% and 67% respectively, and overall cost by 18% and 33%, respectively. CONCLUSION Cystoscopy at suspected recurrence during follow-up is safe and the most cost-effective for detecting muscle-invasive local recurrences, while cystoscopy at alternate visits may be more optimal for detecting any local recurrence.
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Affiliation(s)
- Rahul Krishnatry
- Department of Radiation OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Priyamvada Maitre
- Department of Radiation OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Anuj Kumar
- Department of Radiation OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Tejshri Telkhade
- Department of Radiation OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Ganesh Bakshi
- Department of Surgical OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Gagan Prakash
- Department of Surgical OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Mahendra Pal
- Department of Surgical OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Amit Joshi
- Department of Medical OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Santosh Menon
- Department of PathologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
| | - Vedang Murthy
- Department of Radiation OncologyTata Memorial Centre and Advanced Centre for Treatment, Research and Education in Cancer (ACTREC), Homi Bhabha National Institute (HBNI)MumbaiIndia
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Canpolat M, Birge Ö, Danışman T, Üncü YA, Karaçaylı D, Bilge U, Bakır MS, Göksu M, Karadağ C, Şimşek T. The detection of cervical neoplasia via optical ımaging: a pilot clinical study. Arch Gynecol Obstet 2022; 306:433-441. [PMID: 35038041 DOI: 10.1007/s00404-021-06389-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2021] [Accepted: 12/28/2021] [Indexed: 11/25/2022]
Abstract
PURPOSE The present study aims to develop a new high-resolution imaging system for the early diagnosis of cervical neoplasia based on increased vessel density of the cervical tissue. METHODS An optical device was developed to obtain high contrast and resolution images of vascular structures of the cervix in the present study. The device utilizes a telecentric lens to capture cervix images under light illumination with a wavelength of 550 nm emitted from LEDs. Images were obtained using the telecentric lens with or without acetic acid application to the cervix. Image processing algorithms were used to contrast and extract the skeleton of the vascular structures on the cervix. In the evaluation of the vascular density, the cervical images were divided into 12 o'clock positions, and the fractal dimension of the vascularity was calculated for each dial area between the o'clock positions. The region with the largest fractal dimension was accepted as the region with the highest probability of lesion. The range of vessel sizes was split into small classes of "bins" for each dial area with the highest fractal dimension. To validate the system's success in differentiating between normal and HSIL lesions, forty five patients who underwent colposcopy and biopsy were included in a pilot study. RESULTS The system correctly classified four HSIL cases out of five and failed to detect one HSIL case, achieving an accuracy rate of 97.8% with an 80% sensitivity and 100% specificity. CONCLUSION The developed high-resolution optical imaging system may potentially be used in detecting cervical neoplasia just before the biopsy and reduce the number of false-positive cases.
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Affiliation(s)
- Murat Canpolat
- Biomedical Optics Research Laboratory, School of Medicine, Department of Biophysics, Akdeniz University, Room F1-18, Konyaaltı, Antalya, 07070, Turkey.
| | - Özer Birge
- Department of Gynecological Oncology Surgery, School of Medicine, Akdeniz University, Antalya, Turkey
| | - Taner Danışman
- Computer Engineering Department, Faculty of Engineering, Akdeniz University, Antalya, Turkey
| | - Yiğit Ali Üncü
- Biomedical Optics Research Laboratory, School of Medicine, Department of Biophysics, Akdeniz University, Room F1-18, Konyaaltı, Antalya, 07070, Turkey
| | - Deniz Karaçaylı
- Biomedical Optics Research Laboratory, School of Medicine, Department of Biophysics, Akdeniz University, Room F1-18, Konyaaltı, Antalya, 07070, Turkey
| | - Uğur Bilge
- Department of Biostatistics and Medical Informatics, School of Medicine, Akdeniz University, Antalya, Turkey
| | - Mehmet Sait Bakır
- Department of Gynecological Oncology Surgery, School of Medicine, Akdeniz University, Antalya, Turkey
| | - Mehmet Göksu
- Department of Gynecological Oncology Surgery, School of Medicine, Akdeniz University, Antalya, Turkey
| | - Ceyda Karadağ
- Department of Gynecological Oncology Surgery, School of Medicine, Akdeniz University, Antalya, Turkey
| | - Tayup Şimşek
- Department of Gynecological Oncology Surgery, School of Medicine, Akdeniz University, Antalya, Turkey
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Setayesh T, Kundi M, Nersesyan A, Stopper H, Fenech M, Krupitza G, Knasmüller S. Use of micronucleus assays for the prediction and detection of cervical cancer: a meta-analysis. Carcinogenesis 2021; 41:1318-1328. [PMID: 32780106 DOI: 10.1093/carcin/bgaa087] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Revised: 07/13/2020] [Accepted: 08/03/2020] [Indexed: 12/13/2022] Open
Abstract
Cervical cancer (CC) is the fourth most common cancer in women; the survival rates depend strongly on its early detection. The Pap test is the most frequently used diagnostic tool, but due to its limited sensitivity/specificity, additional screening tests are needed. Therefore, we evaluated the use of micronucleus (MN) assays with cervical cells for the prediction and diagnosis of CC. MN reflects structural and numerical chromosomal aberrations. A search was performed in Pubmed, Scopus, Thomson ISI and Google Scholar. Subsequently, meta-analyses were performed for different grades of abnormal findings in smears and biopsies from patients which were diagnosed with CC. Results of 21 studies in which findings of MN experiments were compared with data from Pap tests show that higher MN frequencies were found in women with abnormal cells that are indicative for increased cancer risks. MN frequency ratios increased in the order inflammation (2.1) < ASC-US and ASC-H (3.3) < LGSIL (4.4) < HGSIL (8.4). Furthermore, results are available from 17 investigations in which MN were scored in smears from patients with neoplasia. MN rates increased with the degree of neoplasia [CIN 1 (4.6) < CIN 2 (6.5) and CIN 3 (10.8)] and were significantly higher (8.8) in CC patients. Our meta-analysis indicates that the MN assay, which is easy to perform in combination with Pap tests, may be useful for the detection/prediction of CC. However, standardization (including definition of the optimal cell numbers and stains) and further validation is necessary before the MN test can be implemented in routine screening.
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Affiliation(s)
- Tahereh Setayesh
- Department of Internal Medicine I, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Michael Kundi
- Department of Environmental Health, Center for Public Health, Medical University of Vienna, Vienna, Austria
| | - Armen Nersesyan
- Department of Internal Medicine I, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
| | - Helga Stopper
- Institute of Pharmacology and Toxicology, University of Würzburg, Würzburg, Germany
| | - Michael Fenech
- School of Pharmacy and Medical Sciences, University of South Australia, Adelaide, Australiaand
| | - Georg Krupitza
- Department of Pathology, Medical University of Vienna, Vienna 1090, Austria
| | - Siegfried Knasmüller
- Department of Internal Medicine I, Institute of Cancer Research, Medical University of Vienna, Vienna, Austria
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Sharma R, Ambroise MM, Ramdas A, Ravichandran K. Predictors of Unsatisfactory Conventional Pap Smears. J Midlife Health 2021; 11:231-235. [PMID: 33767564 PMCID: PMC7978046 DOI: 10.4103/jmh.jmh_110_20] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Revised: 07/03/2020] [Accepted: 11/26/2020] [Indexed: 01/10/2023] Open
Abstract
Objective: The objective of this study is to determine the clinical predictors of unsatisfactory Pap smears. Methodology: This was a case–control study done in a tertiary care institute. All unsatisfactory conventional pap (CP) smears between January 2015 and June 2017 were retrieved, and the slides were viewed. Clinical details were recorded from request forms and case files. Simple and multiple logistic regression analyses were used to identify the predictors of unsatisfactory CP smears. Results: In this study, we have included 314 unsatisfactory Pap smears and 541 controls with satisfactory Pap smears. Clinical parameters such as older age and cervical erosion proved to be important predictors of unsatisfactory pap smears. The most common reason for unsatisfactory pap smears was due to a paucity of epithelial elements (66.6%), followed by obscuration of smear details by blood/inflammatory cells/mucus (9.9%) and air drying artifacts (4.4%). There were multiple reasons in 19.1% of cases with unsatisfactory pap smears. Conclusion: Our study shows that older age groups and cervical erosion are predictors of unsatisfactory pap smears. Incidence of unsatisfactory pap smears can be reduced by education and retraining of health-care workers and doctors.
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Affiliation(s)
- Reetika Sharma
- Department of Pathology, Pondicherry Institute of Medical Sciences, Puducherry, India
| | - Marie Moses Ambroise
- Department of Pathology, Pondicherry Institute of Medical Sciences, Puducherry, India
| | - Anita Ramdas
- Department of Pathology, Pondicherry Institute of Medical Sciences, Puducherry, India
| | - Kandasamy Ravichandran
- Department of Biostatistics, Pondicherry Institute of Medical Sciences, Puducherry, India
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