
Claire Price
Academic and research departments
Faculty of Health and Medical Sciences, School of Health Sciences.About
My research project
Improving predictive validity of tumour markers: Developing and validating predictive models using a large United Kingdom primary care databaseIn this project, routinely collected NHS data from one if the UK’s largest primary care databases Orchid will be used to develop and validate predictive models for more accurate diagnoses of cancers. This will improve the understanding of the predictive value of tumour markers in relation to clinically relevant outcomes – e.g. the need for treatment. In the future, this could improve the usage of NHS resources and patient care.
Supervisors
In this project, routinely collected NHS data from one if the UK’s largest primary care databases Orchid will be used to develop and validate predictive models for more accurate diagnoses of cancers. This will improve the understanding of the predictive value of tumour markers in relation to clinically relevant outcomes – e.g. the need for treatment. In the future, this could improve the usage of NHS resources and patient care.
My qualifications
Affiliations and memberships
Publications
Background Weight loss, hyperglycaemia and diabetes are known features of pancreatic cancer. We quantified the timing and the amount of changes in body mass index (BMI) and glycated haemoglobin (HbA1c), and their association with pancreatic cancer from five years before diagnosis. Methods A matched case-control study was undertaken within 590 primary care practices in England, United Kingdom. 8,777 patients diagnosed with pancreatic cancer (cases) between 1st January 2007 and 31st August 2020 were matched to 34,979 controls by age, gender and diabetes. Longitudinal trends in BMI and HbA1c were visualised. Odds ratios adjusted for demographic and lifestyle factors (aOR) and 95% confidence intervals (CI) were calculated with conditional logistic regression. Subgroup analyses were undertaken according to the diabetes status. Results Changes in BMI and HbA1c observed for cases on longitudinal plots started one and two years (respectively) before diagnosis. In the year before diagnosis, a 1 kg/m2 decrease in BMI between cases and controls was associated with aOR for pancreatic cancer of 1.05 (95% CI 1.05 to 1.06), and a 1 mmol/mol increase in HbA1c was associated with aOR of 1.06 (1.06 to 1.07). ORs remained statistically significant (p < 0.001) for 2 years before pancreatic cancer diagnosis for BMI and 3 years for HbA1c. Subgroup analysis revealed that the decrease in BMI was associated with a higher pancreatic cancer risk for people with diabetes than for people without (aORs 1.08, 1.06 to 1.09 versus 1.04, 1.03 to 1.05), but the increase in HbA1c was associated with a higher risk for people without diabetes than for people with diabetes (aORs 1.09, 1.07 to 1.11 versus 1.04, 1.03 to 1.04). Conclusions The statistically significant changes in weight and glycaemic control started three years before pancreatic cancer diagnosis but varied according to the diabetes status. The information from this study could be used to detect pancreatic cancer earlier than is currently achieved. However, regular BMI and HbA1c measurements are required to facilitate future research and implementation in clinical practice.
Background Self-harm is a major public health concern with evidence suggesting that the rates are higher in the United Kingdom than anywhere else in Europe. Increasingly, policy highlights the role of school staff in supporting young people (YP) who are self-harming, yet research indicates that school staff often feel ill-equipped to provide support and address self-harm behaviors. Here, we assess the impact of a bespoke eLearning module for United Kingdom secondary school teachers on teacher’s actual and perceived knowledge of self-harm, and their self-reported confidence in supporting and talking to YP who self-harm. Methods Twenty-one secondary schools across the West Midlands and South East of England were invited to complete a 30-min web-based eLearning module on self-harm in schools. Participants completed pre-and post-intervention measures. Results One-hundred and seventy-three teachers completed the eLearning, and pre-and post-measures. The eLearning significantly enhanced participants’ perceived knowledge, actual knowledge, and confidence in talking to and supporting YP who self-harm. The majority of participants (90.7%) felt that eLearning was a good way to receive training. Conclusion The 30-min eLearning module was rated highly and may be an effective way to increase secondary school teachers’ knowledge of self-harm, and confidence in supporting and talking to YP who self-harm.