Robert D. Kilgour’s research while affiliated with Concordia University and other places

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Publications (41)


CONSORT flow diagram.
Associations between FACT-G and measures of anxiety, depression, nutritional status, fatigue, and cancer symptom burden. Pearson's correlations. Significance set at p < 0.05. aPG-SGA, abridged Patient-Generated Subjective Global Assessment; BFI, Brief Fatigue Inventory; ESAS-r, revised Edmonton Symptom Assessment System; FACT-G, Functional Assessment of Cancer Therapy-General; HADS, Hospital Anxiety and Depression Scale.
Associations between FACT-G and cancer cachexia stages. One-way ANOVA. Significance set at p < 0.05. FACT-G, Functional Assessment of Cancer Therapy-General.
Between and within-group differences in FACT-G total score over time. Repeated measures ANOVA. Mean ± SEM reported. Covariates included in the model were: sex, age, diagnosis, neoadjuvant chemotherapy, and length of post-operative hospital stay. Significance set at p < 0.05.
Between and within-group differences in FACT-G subscale scores over time. Repeated measures ANOVA. Mean ± SEM reported. Covariates included in the model: sex, age, diagnosis, neoadjuvant chemotherapy, and length of post-operative hospital stay. EWB, emotional well-being; FWB, functional well-being; PWB, physical well-being; SWB, social/family well-being. Significance set at p < 0.05.

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Cancer symptom burden negatively affects health-related quality of life in patients undergoing prehabilitation prior to liver resection: results from a 12-week randomized controlled trial
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September 2023

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69 Reads

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4 Citations

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Tram Bui

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Robert D. Kilgour

This study aimed to (i) explore determinants of health-related quality of life (HRQoL) in patients with cancer awaiting liver resection and entering a prehabilitation program, and (ii) examine the effect of prehabilitation on HRQoL in both the pre- and postoperative period. We randomized patients to prehabilitation or rehabilitation. Prehabilitation began an exercise, nutrition, and relaxation intervention 4 weeks preoperatively; rehabilitation began the same intervention postoperatively. We measured the following at baseline, preoperatively, 4 weeks and 8 weeks postoperatively: HRQoL [Functional Assessment of Cancer Therapy-General (FACT-G)], nutritional status [abridged Patient-Generated Subjective Global Assessment (aPG-SGA)], cancer symptom burden [revised Edmonton Symptom Assessment System (ESAS-r)], fatigue [Brief Fatigue Inventory (BFI)] and anxiety/depression [Hospital Anxiety and Depression Scale (HADS)], 6 min walking distance, handgrip strength, and body composition. At baseline (n = 35, prehabilitation = 17), there were significant negative associations between FACT-G and ESAS-r total score (r = −0.675, p < 0.001), HADS depression (r = −0.618, p < 0.001), BFI (r = −0.612, p < 0.001), aPG-SGA (r = −0.432, p < 0.05), and HADS anxiety (r = −0.397, p < 0.05). There were no associations between FACT-G and strength/function tests or body composition. Robust multivariate regression analysis revealed ESAS-r was the only variable to consistently remain significant and predictive of baseline FACT-G (β = −0.67 to −0.83, p < 0.05, R2 = 36%–41%). There were no differences in FACT-G within or between groups at any timepoint. Cancer symptom burden was predictive of poor HRQoL in patients entering a prehabilitation program prior to liver resection. Future prehabilitation studies in this patient population should test whether the addition of supportive care measures to relieve cancer-related symptoms will lead to significant improvements in HRQoL. Clinicaltrials.gov registration NCT03475966. Take home message Cancer symptoms negatively affect health-related quality of life (HRQoL) in patients with cancer awaiting liver resection. Prehabilitation maintained HRQoL after surgery. Future studies should test whether relieving cancer symptoms can improve HRQoL.

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Segmentation of Arm Ultrasound Images in Breast Cancer-Related Lymphedema: A Database and Deep Learning Algorithm

March 2023

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50 Reads

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23 Citations

IEEE transactions on bio-medical engineering

Objective: Breast cancer treatment often causes the removal of or damage to lymph nodes of the patient's lymphatic drainage system. This side effect is the origin of Breast Cancer-Related Lymphedema (BCRL), referring to a noticeable increase in excess arm volume. Ultrasound imaging is a preferred modality for the diagnosis and progression monitoring of BCRL because of its low cost, safety, and portability. As the affected and unaffected arms have similar appearances in B-mode ultrasound images, the thickness of the skin, subcutaneous fat, and muscle have been shown to be important biomarkers for this task. The segmentation masks are also helpful in monitoring the longitudinal changes in morphology and mechanical properties of each tissue layer. Methods: For the first time, a publicly available ultrasound dataset containing the Radio-Frequency (RF) data of 39 subjects as well as manual segmentation masks by two experts, are provided. Inter- and intra-observer reproducibility studies performed on the segmentation maps show a high Dice Score Coefficient (DSC) of 0.94±0.080.94\pm 0.08 and 0.92±0.060.92\pm 0.06 , respectively. Gated Shape Convolutional Neural Network (GSCNN) is modified for precise automatic segmentation of tissue layers, and its generalization performance is improved by the CutMix augmentation strategy. Results: We got an average DSC of 0.87±0.110.87\pm 0.11 on the test set, which confirms the high performance of the method. Conclusion: Automatic segmentation methods can pave the way for convenient and accessible staging of BCRL, and our dataset can facilitate development and validation of those methods. Significance: Timely diagnosis and treatment of BCRL are of crucial importance to prevent irreversible damage.


Impact of Dietary Counseling on Health-Related Quality of Life in Patients with Cancer Awaiting Hepato-Pancreato-Biliary Surgery

March 2023

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51 Reads

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3 Citations

We examined the effectiveness of dietary counseling performed within a trimodal prehabilitation study for patients with cancer awaiting hepato-pancreato-biliary (HPB) surgery. Additionally, we explored relationships between nutritional status and health-related quality of life (HRQoL). The dietary intervention aimed to achieve a protein intake of 1.5 g/kg/day and reduce nutrition-impact symptoms. Patients received dietary counseling 4 weeks prior to surgery (prehabilitation group); the rehabilitation group just before surgery. We used 3-day food journals to calculate protein intake and the abridged Patient-generated Subjective Global Assessment questionnaire (aPG-SGA) to determine nutritional status. We utilized the Functional Assessment of Cancer Therapy-General questionnaire to measure HRQoL. Sixty-one patients participated in the study (30 = prehabilitation). Dietary counseling achieved a significant increase in preoperative protein intake (+0.3 ± 0.1 g/kg/day, P = 0.007), with no change in the rehabilitation group. Dietary counseling did not mitigate a significant increase in aPG-SGA postoperatively (prehabilitation: +5.8 ± 1.0; rehabilitation: +3.3 ± 1.0; P < 0.05). aPG-SGA was predictive of HRQoL (β = -1.77, P < 0.0001). HRQoL remained unchanged in both groups over the study period. Dietary counseling within a HPB prehabilitation program improves preoperative protein intake, but not aPG-SGA, which is predictive of HRQoL. Future studies should examine whether specialized medical management of nutrition-impact symptoms would improve HRQoL outcomes within a prehabilitation model.



Diet and Exercise Interventions in Patients With Pancreatic Cancer: A Scoping Review

May 2021

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190 Reads

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6 Citations

Pancreas

Diet and exercise interventions may help reverse malnutrition and muscle wasting common in pancreatic cancer. We performed a scoping review to identify the knowledge gaps surrounding diet and exercise interventions. We searched PubMed, Scopus, Cumulative Index to Nursing and Allied Health Literature, Embase, ProQuest Theses and Dissertations, and Google Scholar using the umbrella terms of "pancreatic cancer," "diet/nutrition," and "exercise." Included were articles reporting on ambulatory adults with diagnosed pancreatic cancer. Excluded were studies examining prevention and/or risk, animal, or cell lines. Of the 15,708 articles identified, only 62 met the final inclusion criteria. Almost half of the articles were randomized controlled studies (n = 27). Most studies were from the United States (n = 20). The majority examined dietary interventions (n = 41), with 20 assessing the use of omega-3 fatty acids. Exercise interventions were reported in 13 studies, with 8 examining a diet and exercise intervention. Most studies were small and varied greatly in terms of study design, intervention, and outcomes. We identified 7 research gaps that should be addressed in future studies. This scoping review highlights the limited research examining the effect of diet and exercise interventions in ambulatory patients with pancreatic cancer.


Acceptability of a structured diet and exercise weight loss intervention in breast cancer survivors living with an overweight condition or obesity: A qualitative analysis

January 2021

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65 Reads

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14 Citations

Background Weight loss increases survivorship following breast cancer diagnosis. However, most breast cancer survivors (BCS) do not meet diet and exercise recommendations. Aim The purpose of this study was to explore the barriers and facilitators of BCS who had lymphedema and who participated in a 22‐week weight loss lifestyle intervention. Methods and results Participants completed semi‐structured interviews about barriers and facilitators to intervention adherence. Interviews were transcribed verbatim and a thematic analysis was conducted. Participants (n = 17) were 62 ± 8.0 years of age with a mean body mass index of 34.0 ± 7.1 kg/m². Four themes emerged: (1) facilitators of intervention adherence, (2) barriers of intervention adherence, (3) continuation of healthy habits post intervention, and (4) recommendations for intervention improvements. Facilitators of intervention adherence were education, social support, routine, motivation, goal‐setting, meal‐provisioning, self‐awareness, and supervised exercise. Barriers to intervention adherence were personal life, health, meal dissatisfaction, seasonality, unchallenging exercises, and exercising alone. All women planned to continue the acquired healthy habits post intervention. Recommendations to improve the study included addressing the exercise regime, meal‐provisioning, and dietary intake monitoring methods. Conclusion Future strategies to engage BCS in weight loss interventions should promote group exercise, offer individualized meal‐provisioning and exercise regimes, provide transition tools, and allow participants to choose their self‐monitoring method.


Figure 1. Correlation between general fatigue and C-reactive protein. Gray circle dots: Frail women. Black diamond dots: Healthy women.
Energy utilization and fatigue in frail older women in relation to walking

October 2019

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96 Reads

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1 Citation

Advances in Geriatric Medicine and Research

Background and Objectives: Fatigue is one of the characteristics defining frailty. However, the mechanisms leading to fatigue are still poorly understood. Our objectives were to assess the efficacy of energy utilization (EU) during walking in frail older persons and their level of fatigue. Research Design and Methods: Clinical study of a convenient sample of frail older women. 10 healthy (H; 77±4y, BMI: 25±3 kg/m2, MMSE: 29±1) and 10 frail elderly women (F; 83±6y, 26±5 kg/m2, 27±3) were compared for their usual level of fatigue and changes in perceived fatigue and EU before and after walking. A 10 cm Visual Analogue Scale (VAS) prior to and following a 6-Minute Walk Test (6MWT) served to measure fatigue. EU was based on VO2 consumption adjusted for walking distance and measured using a portable Cosmed K4b2 indirect calorimeter. Participants underwent body composition measurements by DXA and venous blood sampling. Results: Groups had similar body composition and blood parameters. At rest, there were no differences in VO2 or energy expenditure but the frail group had a lower heart rate. During 6MWT, between group differences were found for distance VO2, HR and EU. There were VAS changes in fatigue and a moderate correlation between the VAS of general fatigue and hsCRP. Discussion and Implications: Compared with their healthy counterparts, frail older women exhibited lower physical performance, efficacy of EU, and perceived more fatigue with activity. Inflammation was significantly correlated with subjective fatigue but did not characterize frailty. Key Words: frailty, fatigue, metabolism, physical performance, energy expenditure, six-minute walk test.


Assessment of Mechanical Properties of Tissue in Breast Cancer-Related Lymphedema Using Ultrasound Elastography

October 2018

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70 Reads

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32 Citations

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control

Breast cancer-related lymphedema is a consequence of a malfunctioning lymphatic drainage system resulting from surgery or some other form of treatment. In the initial stages, minor and reversible increases in the fluid volume of the arm are evident. As the stages progress over time, the underlying pathophysiology dramatically changes with an irreversible increase in arm volume most likely due to a chronic local inflammation leading to adipose tissue hypertrophy and fibrosis. Clinicians have subjective ways to stage the degree and severity such as the pitting test which entails manually comparing the elasticity of the affected and unaffected arms. Several imaging modalities can be used but ultrasound appears to be the most preferred because it is affordable, safe, and portable. Unfortunately, ultrasonography is not typically used for staging lymphedema, because the appearance of the affected and unaffected arms is similar in B-mode ultrasound images. However, novel ultrasound techniques have emerged, such as elastography, which may be able to identify changes in mechanical properties of the tissue related to detection and staging of lymphedema. This paper presents a novel technique to compare the mechanical properties of the affected and unaffected arms using quasi-static ultrasound elastography to provide an objective alternative to the current subjective assessment. Elastography is based on time delay estimation (TDE) from ultrasound images to infer displacement and mechanical properties of the tissue. We further introduce a novel method for TDE by incorporating higher order derivatives of the ultrasound data into a cost function and propose a novel optimization approach to efficiently minimize the cost function. This method works reliably with our challenging patient data. We collected radio frequency ultrasound data from both arms of seven patients with stage 2 lymphedema, at six different locations in each arm. The ratio of strain in skin, subcutaneous fat, and skeletal muscle divided by strain in the standoff gel pad was calculated in the unaffected and affected arms. The p-values using a Wilcoxon sign-rank test for the skin, subcutaneous fat, and skeletal muscle were 1.24 × 10 -5 , 1.77 × 10 -8 , and 8.11 × 10 -7 respectively, showing differences between the unaffected and affected arms with a very high level of significance.



Kinematics and muscle activation patterns during a maximal voluntary rate activity in healthy elderly and young adults

October 2017

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97 Reads

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2 Citations

Aging Clinical and Experimental Research

Background Maximal voluntary rate (MVR) performance tasks can provide important age-related information to the limiting factors associated with movement and the development of fatigue. AimTo determine whether kinematic and muscle activation patterns during an MVR task differ between young and older adults. Methods We continuously measured frequency, amplitude, peak velocity, index of co-contraction and median frequencies of the index finger flexors and extensors during a 20-s MVR task in 10 young and 10 older subjects. ResultsIndex finger amplitude and peak velocity in flexion and extension were significantly lower in the older group. During the MVR, amplitude was maintained in the old (1–4 s, 53.2° ± 2.8° vs. 15–19 s, 48.6° ± 3.2°, ns) but not in the younger group (1–4 s, 64.9° ± 4.9° vs. 15–19 s, 59.4° ± 3.3°; p = 0.001). Frequency declined in the young (1–4 s, 5.2 ± 0.24 Hz vs. 15–19 s, 4.4 ± 0.25 Hz; p = 0.001) and old (1–4 s, 4.6 ± 0.17 Hz vs. 15–19 s, 4.0 ± 0.15 Hz; p = 0.01). Similarly, peak flexion velocity of the young (1–4 s, 1.77 ± 0.07 × 103 °/s vs. 15–19 s, 1.01 ± 0.07 × 103 °/s, p = 0.01) and older groups (1–4 s, 1.04 ± 0.07 × 103 °/s vs. 15–19 s, 0.78 ± 0.06 × 103 °/s; p = 0.016) as well as peak extension velocity of the young (1–4 s, 1.01 ± 0.053 × 103 °/s vs. 15–19 s, 0.78 ± 0.06 × 103 °/s, p = 0.01) and older groups (1–4 s, 0.72 ± 0.04 × 103 °/s vs. 15–19 s, 0.58 ± 0.05 × 103 °/s, p = 0.012) significantly decreased throughout the MVR. Median frequency of the flexors and extensors were maintained and were not different between groups. Only the older group experienced an increase in the index of co-contraction. Conclusion The changes in kinematics over time are not a result of a decrease in pre-post test force or velocity, but rather central factors affecting movement coordination.


Citations (28)


... While the certainty of evidence was generally low due to trial-level risk of bias and imprecision, results for nutrition and multimodal prehabilitation were robust with the exclusion of trials at high risk of bias. [25], gastric [26,27], pancreas [28], liver [29], mixed gastrointestinal cancers [30][31][32], head and neck [33], and mixed cancer populations [34,35]. The control group was preoperative usual care for all trials except for two that employed an active nutrition comparator [30,35]. ...

Reference:

Prehabilitation in surgery - an update with a focus on nutrition
Cancer symptom burden negatively affects health-related quality of life in patients undergoing prehabilitation prior to liver resection: results from a 12-week randomized controlled trial

... R ECENTLY, deep learning methods have achieved remarkable performance in medical image segmentation, and most existing models are built on the assumption that the training and testing data are identically and independently distributed, i.e., i.i.d [1]- [3]. However, in clinical practice, the factors e.g. ...

Segmentation of Arm Ultrasound Images in Breast Cancer-Related Lymphedema: A Database and Deep Learning Algorithm
  • Citing Article
  • March 2023

IEEE transactions on bio-medical engineering

... In cases where oral nutrition intake is deemed insufficient, oral nutrition supplements should be considered to enhance the overall adequacy of nutrient intake. To this address, several studies explored the impact of nutritional interventions on the nutritional status of patients undergoing GI surgery [56,57]. Notably, no significant differences were observed in outcomes before or after surgery among patients undergoing esophageal surgery or liver transplant [35,58]. ...

Impact of Dietary Counseling on Health-Related Quality of Life in Patients with Cancer Awaiting Hepato-Pancreato-Biliary Surgery
  • Citing Article
  • March 2023

... Physical activity involves the use of skeletal muscles and requires energy expenditure. Numerous studies have demonstrated the association between physical activity and cancers (50)(51)(52)(53). Physical activity can decrease the risk of EC by 19-51%, GC by 15-19% and colon cancer by 21-27% (50). ...

Diet and Exercise Interventions in Patients With Pancreatic Cancer: A Scoping Review

Pancreas

... Strategies to mitigate barriers (e.g., offering individualized types of therapeutic exercises) and maintain or enhance participation in exercise are needed in future work to improve adherence and increase intervention uptake. 48,49 The home-based aerobic and resistance exercise was beneficial, demonstrating a remarkable increase in the predicted VȮ 2 peak and treadmill test duration, in line with previous studies in HICs. 11,15,26,39,45 An increase of 3.5 ml/kg/min VȮ 2 peak, representing aerobic capacity improvement, is associated with reduced mortality in patients with BC. 12 Patients with BC and moderate aerobic capacity demonstrated a 33% lower risk of mortality. ...

Acceptability of a structured diet and exercise weight loss intervention in breast cancer survivors living with an overweight condition or obesity: A qualitative analysis

... As schematically illustrated in Fig. 1, the association between the ubiquitin-proteasome pathway, Angiotensin Converting Enzyme (ACE) and VDR polymorphic genotypes, CACS and the immune system is a complex one. In this regard, at the 2007 annual meeting of the American Society of Clinical Oncology, Vigano et al. (2007) presented a challenging work entitled "Angiotensin-Converting Enzyme Gene Polymorphism (ACEGP) and Cancer Cachexia (CC): Is there a link?" (Vigano et al., 2007). In fact, it had been previously demonstrated that angiotensin I (ATI)-induced protein degradation was inhibited by the ACE inhibitor imidapril and/or the proteasome inhibitors lactacystin or MG132 (Sanders et al., 2005). ...

Angiotensin-converting enzyme gene polymorphism (ACEGP) and cancer cachexia (CC): Is there a link?
  • Citing Article
  • June 2007

Journal of Clinical Oncology

... We also observed lower endurance capacity in the frailty risk group compared to the robust group. A previous study has shown that frail individuals exhibit increased energy expenditure per meter of walking distance, highlighting an important measure of energy demand [35]. They also make greater use of muscle groups to compensate for gait deficits due to muscle weakness and balance problems, which are recognized as inefficient and costing energy [36]. ...

Energy utilization and fatigue in frail older women in relation to walking

Advances in Geriatric Medicine and Research

... However, injury, inflammation and diseases can affect these ECM properties and thereby their function as cell niches. Various pathologies are characterized by osmotic imbalances and related acute or chronic dysregulations of the involved ECM (for example, deranged PG content or modified water binding), which are characteristic of inflammation 7 , swelling 8 , oedema 8,9 , some forms of cancer [10][11][12] and scarring 13,14 . Within physiological limits, osmotic alterations regulate many essential processes in organs. ...

Assessment of Mechanical Properties of Tissue in Breast Cancer-Related Lymphedema Using Ultrasound Elastography
  • Citing Article
  • October 2018

IEEE Transactions on Ultrasonics Ferroelectrics and Frequency Control

... Quatro autores apontaram a eficácia da elastografia. Hashemi et al.25 apontaram a importância do método não só no diagnóstico, mas também no estadiamento de LSCM. Hashemi et al. 31 descreveram a elastografia como mais sensível que o teste de corrosão. ...

Ultrasound elastography of breast cancer-related lymphedema
  • Citing Conference Paper
  • April 2018

... Apesar dos benefícios, é necessário estar atento a algumas contraindicações, especialmente em pacientes com sintomas severos que podem aumentar o risco de lesões (Naito et al., 2019). Assim, a implementação de um programa de exercícios estruturado e individualizado pode ser uma estratégia eficaz para promover a saúde e o bem-estar de pacientes oncológicos, além de contribuir na tolerância ao tratamento (Vigano et al., 2017;Naito et al., 2019). ...

Pearls of optimizing nutrition and physical performance of older adults undergoing cancer therapy
  • Citing Article
  • September 2017

Journal of Geriatric Oncology