AI used in battle against asbestos-linked cancer
- Date:
- March 26, 2021
- Source:
- University of Leicester
- Summary:
- International genomics research has used artificial intelligence (AI) to study an aggressive form of cancer, which could improve patient outcomes.
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International genomics research led by the University of Leicester has used artificial intelligence (AI) to study an aggressive form of cancer, which could improve patient outcomes.
Mesothelioma is caused by breathing asbestos particles and most commonly occurs in the linings of the lungs or abdomen. Currently, only seven per cent of people survive five years after diagnosis, with a prognosis averaging 12 to 18 months.
New research undertaken by the Leicester Mesothelioma Research Programme has now revealed, using AI analysis of DNA-sequenced mesotheliomas, that they evolve along similar or repeated paths between individuals. These paths predict the aggressiveness and possible therapy of this otherwise incurable cancer.
Professor Dean Fennell, Chair of Thoracic Medical Oncology at the University of Leicester and Director of the Leicester Mesothelioma Research Programme, said:
"It has long been appreciated that asbestos causes mesothelioma, however how this occurs remains a mystery.
"Using AI to interrogate genomic 'big data', this initial work shows us that mesotheliomas follow ordered paths of mutations during development, and that these so-called trajectories predict not only how long a patient may survive, but also how to better treat the cancer -- something Leicester aims to lead on internationally through clinical trial initiatives."
While use of asbestos is now outlawed -- and stringent regulations in place on its removal -- each year around 25 people are diagnosed with mesothelioma in Leicestershire and 190 are diagnosed in the East Midlands. Cases of mesothelioma in the UK have increased by 61% since the early 1990s.
Until very recently, chemotherapy was the only licenced choice for patients with mesothelioma. However, treatment options start to become limited once people stop responding to their treatment.
Professor Fennell in collaboration with the University of Southampton recently made a major breakthrough in treating the disease by demonstrating that use of an immunotherapy drug called nivolumab increased survival and stabilised the disease for patients. This was the first-ever trial to demonstrate improved survival in patients with relapsed mesothelioma.
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Materials provided by University of Leicester. Note: Content may be edited for style and length.
Journal Reference:
- Min Zhang, Jin-Li Luo, Qianqian Sun, James Harber, Alan G. Dawson, Apostolos Nakas, Sara Busacca, Annabel J. Sharkey, David Waller, Michael T. Sheaff, Cathy Richards, Peter Wells-Jordan, Aarti Gaba, Charlotte Poile, Essa Y. Baitei, Aleksandra Bzura, Joanna Dzialo, Maymun Jama, John Le Quesne, Amrita Bajaj, Luke Martison, Jacqui A. Shaw, Catrin Pritchard, Tamihiro Kamata, Nathaniel Kuse, Lee Brannan, Pan De Philip Zhang, Hongji Yang, Gareth Griffiths, Gareth Wilson, Charles Swanton, Frank Dudbridge, Edward J. Hollox, Dean A. Fennell. Clonal architecture in mesothelioma is prognostic and shapes the tumour microenvironment. Nature Communications, 2021; 12 (1) DOI: 10.1038/s41467-021-21798-w
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