1. Detecting endometrial cancer by blood spectroscopy: A diagnostic cross-sectional study
- Author
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Rhona J McVey, Kássio M. G. Lima, Helena O'Flynn, Emma J Crosbie, Sarah Kitson, Abigail E. Derbyshire, Cecilia Pow, Pierre L. Martin-Hirsch, Maria Paraskevaidi, Olivia Raglan, Katherine M. Ashton, Vanitha N Sivalingam, Helen F. Stringfellow, Camilo L. M. Morais, Maria Kyrgiou, Neil A J Ryan, Francis Martin, Michelle L. MacKintosh, Ovarian Cancer Action, and HCA International Limited
- Subjects
0301 basic medicine ,Oncology ,Cancer Research ,Cross-sectional study ,Atypical hyperplasia ,SERUM ,0302 clinical medicine ,blood diagnostics ,Informed consent ,Blood plasma ,METABOLIC SYNDROME ,RISK ,0303 health sciences ,PLASMA ,medicine.diagnostic_test ,Manchester Cancer Research Centre ,Obstetrics ,Incidence (epidemiology) ,WOMEN ,lcsh:Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,3. Good health ,030220 oncology & carcinogenesis ,endometrial cancer ,Life Sciences & Biomedicine ,medicine.medical_specialty ,spectroscopy ,BIOMARKERS ,lcsh:RC254-282 ,Article ,CLASSIFICATION ,03 medical and health sciences ,Internal medicine ,medicine ,Blood test ,1112 Oncology and Carcinogenesis ,030304 developmental biology ,Research ethics ,Science & Technology ,Cancer prevention ,business.industry ,Endometrial cancer ,screening ,ResearchInstitutes_Networks_Beacons/mcrc ,B230 ,Cancer ,medicine.disease ,TRENDS ,030104 developmental biology ,business - Abstract
Endometrial cancer is the sixth most common cancer in women, with a rising incidence worldwide. Current approaches for the diagnosis and screening of endometrial cancer are invasive, expensive or of moderate diagnostic accuracy, limiting their clinical utility. There is a need for cost-effective and minimally invasive approaches to facilitate the early detection and timely management of endometrial cancer. We analysed blood plasma samples in a cross-sectional diagnostic accuracy study of women with endometrial cancer (n = 342), its precursor lesion atypical hyperplasia (n = 68) and healthy controls (n = 242, total n = 652) using attenuated total reflection-Fourier transform infrared (ATR-FTIR) spectroscopy and machine learning algorithms. We show that blood-based infrared spectroscopy has the potential to detect endometrial cancer with 87% sensitivity and 78% specificity. Its accuracy is highest for Type I endometrial cancer, the most common subtype, and for atypical hyperplasia, with sensitivities of 91% and 100%, and specificities of 81% and 88%, respectively. Our large-cohort study shows that a simple blood test could enable the early detection of endometrial cancer of all stages in symptomatic women and provide the basis of a screening tool in high-risk groups. Such a test has the potential not only to differentially diagnose endometrial cancer but also to detect its precursor lesion atypical hyperplasia&mdash, the early recognition of which may allow fertility sparing management and cancer prevention.
- Published
- 2020