Raman Spectroscopy of Lymphocytes for the Identification of Prostate Cancer Patients with Late Radiation Toxicity Following Radiotherapy

The success of radiotherapy in tumour control depends on the total dose given. However, the tolerance of the normal tissues surrounding the tumour limits this dose. It is not known why some patients develop radiation toxicity and, currently, it is not possible to predict before treatment which patients will experience adverse effects. Thus, there is an unmet clinical need for a new test to identify patients at risk of radiation toxicity. Here, we report a new approach based on Raman spectroscopy.Blood samples were collected from 42 patients who had undergone radiotherapy for prostate cancer and had shown either severe or no/minimal late radiation toxicity in follow up. Radiation response was assessed following in vitro irradiation using Raman spectroscopy in addition to the G2 chromosomal radiosensitivity assay and the H2AX DNA damage assay.A Partial Least Squares Discriminant Analysis model was developed to classify patients using known radiation toxicity scores. A sensitivity of 95%, specificity of 92% and overall accuracy of 93% was achieved. In the future, this technology may have potential to lead to individualised patient radiotherapy by identifying which patients are at risk of radiation toxicity

Vibrational Spectroscopy of Liquid Biopsies for Prostate Cancer Diagnosis

Background: Screening for prostate cancer with prostate specific antigen and digital rectal examination allows early diagnosis of prostate malignancy but has been associated with poor sensitivity and specificity. There is also a considerable risk of over-diagnosis and overtreatment, which highlights the need for better tools for diagnosis of prostate cancer. This study investigates the potential of high throughput Raman and Fourier Transform Infrared (FTIR) spectroscopy of liquid biopsies for rapid and accurate diagnosis of prostate cancer. Methods: Blood samples (plasma and lymphocytes) were obtained from healthy control subjects and prostate cancer patients. FTIR and Raman spectra were recorded from plasma samples, while Raman spectra were recorded from the lymphocytes. The acquired spectral data was analysed with various multivariate statistical methods, principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA) and classical least squares (CLS) fitting analysis. Results: Discrimination was observed between the infrared and Raman spectra of plasma and lymphocytes from healthy donors and prostate cancer patients using PCA. In addition, plasma and lymphocytes displayed differentiating signatures in patients exhibiting different Gleason scores. A PLS-DA model was able to discriminate these groups with sensitivity and specificity rates ranging from 90% to 99%. CLS fitting analysis identified key analytes that are involved in the development and progression of prostate cancer. Conclusions: This technology may have potential as an alternative first stage diagnostic triage for prostate cancer. This technology can be easily adaptable to many other bodily fluids and could be useful for translation of liquid biopsy-based diagnostics into the clinic

Effect of hemolysis on Fourier transform infrared and Raman spectra of blood plasma

Hemolysis is a very common phenomenon and is referred as the release of intracellular components from red blood cells to the extracellular fluid. Hemolyzed samples are often rejected in clinics due to the interference of hemoglobin and intracellular components in laboratory measurements. Plasma and serum based vibrational spectroscopy studies are extensively applied to generate spectral biomarkers for various diseases. However, no studies have reported the effect of hemolysis in blood based vibrational spectroscopy studies. This study was undertaken to evaluate the effect of hemolysis on infrared and Raman spectra of blood plasma. In this study, prostate cancer plasma samples (n = 30) were divided into three groups (nonhemolyzed, mildly hemolyzed, and moderately hemolyzed) based on the degree of hemolysis and FTIR and Raman spectra were recorded using high throughput (HT)-FTIR and HT-Raman spectroscopy. Discrimination was observed between the infrared and Raman spectra of nonhemolyzed and hemolyzed plasma samples using principal component analysis. A classical least square fitting analysis showed differences in the weighting of pure components in nonhemolyzed and hemolyzed plasma samples. Therefore, it is worth to consider the changes in spectral features due to hemolysis when comparing the results within and between experiments

Prediction of DNA Damage and G2 Chromosomal Radio-Sensitivity Ex-vivo in Peripheral Blood Mononuclear Cells with Label-Free Raman Microspectroscopy

Liquid biopsies are a potentially rich store of biochemical information that can be linked to an individual’s response to therapeutic treatments, including radiotherapy, and which may ultimately play a role in the individualization of treatment regimens. Peripheral blood mononuclear cells (PBMCs) can be used for the biochemical profiling of the individual, but also, being living cells, can provide insights into the individuals response to ionizing radiation exposure

A global experiment on motivating social distancing during the COVID-19 pandemic

Finding communication strategies that effectively motivate social distancing continues to be a global public health priority during the COVID-19 pandemic. This cross-country, preregistered experiment (n = 25,718 from 89 countries) tested hypotheses concerning generalizable positive and negative outcomes of social distancing messages that promoted personal agency and reflective choices (i.e., an autonomy-supportive message) or were restrictive and shaming (i.e., a controlling message) compared with no message at all. Results partially supported experimental hypotheses in that the controlling message increased controlled motivation (a poorly internalized form of motivation relying on shame, guilt, and fear of social consequences) relative to no message. On the other hand, the autonomy-supportive message lowered feelings of defiance compared with the controlling message, but the controlling message did not differ from receiving no message at all. Unexpectedly, messages did not influence autonomous motivation (a highly internalized form of motivation relying on one’s core values) or behavioral intentions. Results supported hypothesized associations between people’s existing autonomous and controlled motivations and self-reported behavioral intentions to engage in social distancing. Controlled motivation was associated with more defiance and less long-term behavioral intention to engage in social distancing, whereas autonomous motivation was associated with less defiance and more short- and long-term intentions to social distance. Overall, this work highlights the potential harm of using shaming and pressuring language in public health communication, with implications for the current and future global health challenges

The impact of lameness on milk production in Holstein Friesian Dairy cattle in Ireland

The aim of thesis was to identify whether lameness had an effect on milk production in Holstein Friesian dairy cows in Ireland. I focused my work on three dairy herds in the midlands of Ireland, in counties Kilkenny and Laois. I visited the farms early in the lactation period, March 2015. I helped locomotion score the cows during this period; lame cows were identified and classified based on lame lesion. The lame cows were treated and returned to the herds. I obtained farm records from the lactation year of 2015, a ten-month period. I used three test day yield milk values for each cow (early, mid and late lactation). I removed any cow that did not stay non-lame for the duration of the lactation period from my dataset; this meant that I had 95 non-lame cows. I only included lame cows that were identified in the early lactation period, 37 cows. I separated the cows based on lactation; first lactation, second lactation and third lactation

Implementation of preductal and postductal oxygen saturation screening in babies born in a district general hospital.

Peer reviewed: Tru

Heterogeneity in high-risk prostate cancer treated with high-dose radiation therapy and androgen deprivation therapy

Abstract Background Our aim was to assess the heterogeneity of high-risk (HR) prostate cancer managed with high-dose external beam radiotherapy (EBRT) with androgen deprivation therapy (ADT). Methods We identified 547 patients who were treated with modern EBRT from 1997 to 2013, of whom 98% received ADT. We analyzed biochemical relapse-free survival (bRFS) and distant metastases-free survival (DMFS). Results Median EBRT dose was 74 Gy, and median ADT duration was 8 months. At 5 years, the DMFS was 85%. On multivariate analysis, significant predictors of shorter bRFS were biopsy Gleason score (bGS) of 8 to 10, higher prostate-specific antigen (PSA) level, shorter duration of ADT and lower radiation dose while predictors of shorter DMFS were bGS of 8 to 10, higher PSA level, and lower radiation dose. We identified an unfavorable high-risk (UHR) group of with 2–3 HR factors based on 2015 National Comprehensive Cancer Network (NCCN) criteria and a favorable high-risk (FHR) group, with 1 HR feature. Comparing very-HR prostate cancer, UHR & FHR, 5 year bRFS rates were 58.2%, 66.2%, and 69.2%, and 5 year DMFS rates were 78.4%, 81.2%, and 88.0%. Conclusion Patients with multiple HR factors have worse outcome than patients with 1 HR factor. Future studies should account for this heterogeneity in HR prostate cancer

Establishing open science research priorities in health psychology: a research prioritisation Delphi exercise

Objective:  Research on Open Science practices in Health  Psychology is lacking. This meta-research study aimed to identify  research question priorities and obtain consensus on the Top 5  prioritised research questions for Open Science in Health  Psychology. Methods and measures: An international Delphi consensus study  was conducted. Twenty-three experts in Open Science and Health  Psychology within the European Health Psychology Society (EHPS)  suggested research question priorities to create a ‘long-list’ of  items (Phase 1). Forty-three EHPS members rated the importance  of these items, ranked their top five and suggested their own  additional items (Phase 2). Twenty-four EHPS members received  feedback on Phase 2 responses and then re-rated and re-ranked  their top five research questions (Phase 3). Results:  The top five ranked research question priorities were: 1.  ‘To what extent are Open Science behaviours currently practised  in Health Psychology?’, 2. ‘How can we maximise the usefulness  of Open Data and Open Code resources?’, 3. ‘How can Open Data  be increased within Health Psychology?’, 4. ‘What interventions  are effective for increasing the adoption of Open Science in Health  Psychology?’ and 5. ‘How can we increase free Open Access publishing in Health Psychology?’. Conclusion:  Funding and resources should prioritise the research  questions identified here. </p