Steven N Blair’s research while affiliated with University of South Carolina and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (1,000)


Sleep metrics and dietary inflammatory indices per participant.
Longitudinal changes and baseline effects of sleep metrics from dietary inflammatory indices.
Associations between the Dietary Inflammatory Index and Sleep Metrics in the Energy Balance Study (EBS)
  • Article
  • Full-text available

January 2023

·

51 Reads

·

8 Citations

Emily T. Farrell

·

·

·

[...]

·

Steven N. Blair

(1) Background: Sleep, a physiological necessity, has strong inflammatory underpinnings. Diet is a strong moderator of systemic inflammation. This study explored the associations between the Dietary Inflammatory Index (DII®) and sleep duration, timing, and quality from the Energy Balance Study (EBS). (2) Methods: The EBS (n = 427) prospectively explored energy intake, expenditure, and body composition. Sleep was measured using BodyMedia’s SenseWear® armband. DII scores were calculated from three unannounced dietary recalls (baseline, 1-, 2-, and 3-years). The DII was analyzed continuously and categorically (very anti-, moderately anti-, neutral, and pro-inflammatory). Linear mixed-effects models estimated the DII score impact on sleep parameters. (3) Results: Compared with the very anti-inflammatory category, the pro-inflammatory category was more likely to be female (58% vs. 39%, p = 0.02) and African American (27% vs. 3%, p < 0.01). For every one-unit increase in the change in DII score (i.e., diets became more pro-inflammatory), wake-after-sleep-onset (WASO) increased (βChange = 1.00, p = 0.01), sleep efficiency decreased (βChange = −0.16, p < 0.05), and bedtime (βChange = 1.86, p = 0.04) and waketime became later (βChange = 1.90, p < 0.05). Associations between bedtime and the DII were stronger among African Americans (βChange = 6.05, p < 0.01) than European Americans (βChange = 0.52, p = 0.64). (4) Conclusions: Future studies should address worsening sleep quality from inflammatory diets, leading to negative health outcomes, and explore potential demographic differences.

Download

Associations of cardiorespiratory fitness and body mass index with incident restrictive spirometry pattern

January 2023

·

171 Reads

·

1 Citation

British Journal of Sports Medicine

Objectives Restrictive spirometry pattern (RSP) suggests an impairment of lung function associated with a significantly increased risk of premature mortality. We evaluated the independent and joint associations of cardiorespiratory fitness (CRF) and body mass index with incident RSP. Methods Data from the Aerobics Centre Longitudinal Study included 12 360 participants (18–82 years). CRF was assessed by maximal treadmill test and categorised into five groups. Body mass index was categorised into normal weight (<25.0 kg/m ² ), overweight (25.0–29.9 kg/m ² ) or obesity (≥30.0 kg/m ² ). RSP was defined as the simultaneous occurrence of forced expiratory volume in 1 s/force vital capacity ≥lower limit of normal and forced vital capacity <lower limit of normal. Results There were 900 (7.3%) cases of RSP (mean follow-up: 6.9 years). Compared with category 1 (‘least fit’), HRs (95% CIs) of RSP were 0.78 (0.63 to 0.96), 0.68 (0.54 to 0.86), 0.70 (0.55 to 0.88) and 0.59 (0.45 to 0.77) in categories 2, 3, 4 and 5 (most fit), respectively, after adjusting for confounders including body mass index. Compared with normal weight, HRs (95% CIs) of RSP were 1.06 (0.91 to 1.23) and 1.30 (1.03 to 1.64) in overweight and obese, respectively. However, the association between obesity and RSP was attenuated when additionally adjusting for CRF (HR 1.08, 95% CI 0.84 to 1.39). Compared with the ‘unfit and overweight/obese’ group, HRs (95% CIs) for RSP were 1.35 (0.98 to 1.85), 0.77 (0.63 to 0.96) and 0.70 (0.56 to 0.87) in the ‘unfit and normal weight,’ ‘fit and overweight/obese’ and ‘fit and normal weight’ groups, respectively. Conclusions Low CRF was associated with a greater incidence of RSP, irrespective of body mass index. Future studies are needed to explore potential underlying mechanisms of this association and to prospectively evaluate if improving CRF reduces the risk of developing RSP.



Non-exercise Estimated Cardiorespiratory Fitness Without Physical Activity Status Predicts Abnormal Blood Glucose In Adults

September 2022

·

58 Reads

Medicine and Science in Sports and Exercise

Cardiorespiratory fitness (CRF) is a predictor of chronic disease that is impractical to measure in healthcare settings routinely. Therefore, researchers developed non-exercise estimated cardiorespiratory fitness (NEE-CRF) equations using self-reported physical activity status (PAS). Because PAS is not routinely recorded in electronic health records, we previously validated a NEE-CRF equation without PAS. However, the ability of this equation to predict prediabetes and diabetes (abnormal blood glucose) incidence is unknown. PURPOSE: To predict risk for abnormal blood glucose using a NEE-CRF equation that uses information routinely documented in electronic health care records. METHODS: Participants were adults (17.8% female) 20-81 years old at baseline from the Aerobics Center Longitudinal Study followed between 1979 and 2006. NEE-CRF was based on sex, age, body mass index, resting heart rate and blood pressure, and smoking status. CRF was measured by maximal treadmill testing. A Cox proportional hazards regression was established using CRF or NEE-CRF as independent variables predicting the incidence of abnormal blood glucose while adjusting for confounding factors. The model-data fits, as well as hazard ratios, were compared between the models. RESULTS: Of 8602 participants at risk at baseline, 3415 (39.0%) developed prediabetes (n = 3250) or diabetes (n = 165) during an average of 4.9 years of follow-up. Overall, CRF (Mean = 12.2 METs) and NEE-CRF (Mean = 12.0 METs) were significantly equivalent at 10% equivalence limits. The model-data fits were comparable regardless of the types of CRF measures included. Across all models, both CRF and NEE-CRF were significantly associated with the risk of developing abnormal blood glucose (all P < .05). CONCLUSIONS:The NEE-CRF equation without PAS utilizes information routinely documented in electronic health records to predict abnormal blood glucose equivalent to measured CRF.



Association of Accelerometer-Measured Sedentary Time and Physical Activity With Risk of Stroke Among US Adults

June 2022

·

79 Reads

·

38 Citations

JAMA Network Open

Importance: The amount and intensity of physical activity required to prevent stroke are yet to be fully determined because of previous reliance on self-reporting measures. Furthermore, the association between objectively measured time spent being sedentary as an independent risk factor for stroke is unknown. Objective: To investigate the associations of accelerometer-measured sedentary time and physical activity of varying intensity and duration with the risk of incident stroke. Design, setting, and participants: This cohort study involved participants who were enrolled in the Reasons for Geographic and Racial Differences in Stroke (REGARDS) study from February 5, 2003, to October 30, 2007. Accelerometer data were collected from 7607 Black and White adults 45 years or older in the contiguous US between May 12, 2009, and January 5, 2013. Data on other races and ethnicities were not collected for scientific and clinical reasons. By design, Black adults and residents of the southeastern US stroke belt and stroke buckle were oversampled. Data were analyzed from May 5, 2020, to November 11, 2021. Exposures: Sedentary time, light-intensity physical activity (LIPA), and moderate- to vigorous-intensity physical activity (MVPA) were measured using a hip-mounted accelerometer worn for 7 consecutive days and stratified by tertile for the analyses. Main outcomes and measures: Incident stroke. Results: Among 7607 participants, the mean (SD) age was 63.4 (8.5) years; 4145 participants (54.5%) were female, 2407 (31.6%) were Black, and 5200 (68.4%) were White. A total of 2523 participants (33.2%) resided in the stroke belt, and 1638 (21.5%) resided in the stroke buckle. Over a mean (SD) of 7.4 (2.5) years of follow-up, 286 incident stroke cases (244 ischemic [85.3%]) occurred. The fully adjusted hazard ratios (HRs) for incident stroke in the highest tertile compared with the lowest tertile were 0.74 (95% CI, 0.53-1.04; P = .08) for LIPA and 0.57 (95% CI, 0.38-0.84; P = .004) for MVPA. Higher sedentary time was associated with a 44% greater risk of incident stroke (HR, 1.44; 95% CI, 0.99-2.07; P = .04). When comparing the highest with the lowest tertile, mean sedentary bout duration was associated with a significantly greater risk of incident stroke (HR, 1.53; 95% CI, 1.10-2.12; P = .008). After adjustment for sedentary time, the highest tertile of unbouted MVPA (shorter bouts [1-9 minutes]) was associated with a significantly lower risk of incident stroke compared with the lowest tertile (HR, 0.62; 95% CI, 0.41-0.94; P = .02); however, bouted MVPA (longer bouts [at least 10 minutes]) was not (HR, 0.78; 95% CI, 0.53-1.15; P = .17). When expressed as continuous variables, sedentary time was positively associated with incident stroke risk (HR per 1-hour/day increase in sedentary time: 1.14; 95% CI, 1.02-1.28; P = .02), and LIPA was negatively associated with incident stroke risk (HR per 1-hour/day increase in LIPA: 0.86; 95% CI, 0.77-0.97; P = .02). Conclusions and relevance: In this cohort study, objectively measured LIPA, MVPA, and sedentary time were significantly and independently associated with incident stroke risk. Longer sedentary bout duration was also independently associated with an increased risk of incident stroke. These findings suggest that replacing sedentary time with LIPA, or even very short bouts of MVPA, may lower stroke risk, supporting the concept of moving more and sitting less as a beneficial stroke risk reduction strategy among adults.


Figure 2. Effect of Randomization to Physical Activity and Exercise vs Health Education on Rapidly Declining Kidney Function, Overall and Stratified by Subgroups
Baseline Characteristics of Participants in the LIFE Study, Stratified by Randomization Arm
Effect of Structured, Moderate Exercise on Kidney Function Decline in Sedentary Older Adults: An Ancillary Analysis of the LIFE Study Randomized Clinical Trial

May 2022

·

234 Reads

·

32 Citations

JAMA Internal Medicine

Importance: Observational evidence suggests that higher physical activity is associated with slower kidney function decline; however, to our knowledge, no large trial has evaluated whether activity and exercise can ameliorate kidney function decline in older adults. Objective: To evaluate whether a moderate-intensity exercise intervention can affect the rate of estimated glomerular filtration rate per cystatin C (eGFRCysC) change in older adults. Design, setting, and participants: This ancillary analysis of the Lifestyle Interventions and Independence For Elders randomized clinical trial enrolled 1199 community-dwelling, sedentary adults aged 70 to 89 years with mobility limitations and available blood specimens. The original trial was conducted across 8 academic centers in the US from February 2010 through December 2013. Data for this study were analyzed from March 29, 2021, to February 28, 2022. Interventions: Structured, 2-year, partially supervised, moderate-intensity physical activity and exercise (strength, flexibility) intervention compared with a health education control intervention with 2-year follow-up. Physical activity was measured by step count and minutes of moderate-intensity activity using accelerometers. Main outcomes and measures: The primary outcome was change in eGFRCysC. Rapid eGFRCysC decline was defined by the high tertile threshold of 6.7%/y. Results: Among the 1199 participants in the analysis, the mean (SD) age was 78.9 (5.2) years, and 800 (66.7%) were women. At baseline, the 2 groups were well balanced by age, comorbidity, and baseline eGFRCysC. The physical activity and exercise intervention resulted in statistically significantly lower decline in eGFRCysC over 2 years compared with the health education arm (mean difference, 0.96 mL/min/1.73 m2; 95% CI, 0.02-1.91 mL/min/1.73 m2) and lower odds of rapid eGFRCysC decline (odds ratio, 0.79; 95% CI, 0.65-0.97). Conclusions and relevance: Results of this ancillary analysis of a randomized clinical trial showed that when compared with health education, a physical activity and exercise intervention slowed the rate of decline in eGFRCysC among community-dwelling sedentary older adults. Clinicians should consider targeted recommendation of physical activity and moderate-intensity exercise for older adults as a treatment to slow decline in eGFRCysC. Trial registration: ClinicalTrials.gov Identifier: NCT01072500.


Effect of High Intensity Power Training on Cognitive Function in Older Adults with Type 2 Diabetes: Secondary Outcomes of the GREAT2DO Study

April 2022

·

84 Reads

·

2 Citations

The Journals of Gerontology Series A Biological Sciences and Medical Sciences

A c c e p t e d M a n u s c r i p t We sought to determine the effects of 12 months of power training on cognition, and whether improvements in body composition, muscle strength and/or aerobic capacity (VO 2peak) were associated with improvements in cognition in older adults with type 2 diabetes (T2D). Participants with T2D were randomized to power training or low intensity sham exercise control condition, three days per week for 12 months. Cognitive outcomes included memory, attention/speed, executive function, and global cognition. Other relevant outcomes included VO 2peak , strength, and whole body and regional body composition. One hundred and three adults with T2D (mean age 67.9 years; SD 5.9; 50.5% women) were enrolled and analyzed. Unexpectedly, there was a nearly significant improvement in global cognition (P=0.05) in the sham group relative to power training, although both groups improved over time (P<0.01). There were significant interactions between group allocation and body composition or muscle strength in the models predicting cognitive changes. Therefore, after stratifying by group allocation, improvements in immediate memory were associated with increases in relative skeletal muscle mass (r=0.38, P=0.03), reductions in relative body fat (r=-0.40, P=0.02), and increases in knee extension strength were directly related to changes in executive function (r=-0.41, P=0.02) within the power training group. None of these relationships were present in the sham group (P>0.05). Although power training did not significantly improve cognition compared to low-intensity exercise control, improvements in cognitive function in older adults were associated with hypothesized improvements in body composition and strength after power training. Abstract Keywords: power training, cognition, type 2 diabetes


Figure 2. Association between changes in body composition and knee extension strength and changes in memory and executive function in the power training group. (A) Changes in memory versus changes in skeletal muscle mass; standardized coefficient (r) = 0.37, p < .05; (B) Changes in memory versus changes in percent skeletal muscle mass; r = 0.38, p = .03; (C) Changes in memory versus changes in percent body fat mass; r = −0.40, p = .02; and (D) Changes in executive function test Trails B minus A versus changes in knee extension strength; r = −0.41, p = .02.
Effect of High Intensity Power Training on Cognitive Function in Older Adults with Type 2 Diabetes: Secondary Outcomes of the GREAT2DO Study

April 2022

·

136 Reads

·

6 Citations

The Journals of Gerontology Series A Biological Sciences and Medical Sciences

We sought to determine the effects of 12 months of power training on cognition, and whether improvements in body composition, muscle strength and/or aerobic capacity (VO2peak) were associated with improvements in cognition in older adults with type 2 diabetes (T2D). Participants with T2D were randomized to power training or low intensity sham exercise control condition, three days per week for 12 months. Cognitive outcomes included memory, attention/speed, executive function, and global cognition. Other relevant outcomes included VO2peak, strength, and whole body and regional body composition. One hundred and three adults with T2D (mean age 67.9 years; SD 5.9; 50.5% women) were enrolled and analyzed. Unexpectedly, there was a nearly significant improvement in global cognition (P=0.05) in the sham group relative to power training, although both groups improved over time (P<0.01). There were significant interactions between group allocation and body composition or muscle strength in the models predicting cognitive changes. Therefore, after stratifying by group allocation, improvements in immediate memory were associated with increases in relative skeletal muscle mass (r=0.38, P=0.03), reductions in relative body fat (r=–0.40, P=0.02), and increases in knee extension strength were directly related to changes in executive function (r=–0.41, P=0.02) within the power training group. None of these relationships were present in the sham group (P>0.05). Although power training did not significantly improve cognition compared to low-intensity exercise control, improvements in cognitive function in older adults were associated with hypothesized improvements in body composition and strength after power training.


Male-Specific eCRF Equations
Association Between Change in Nonexercise Estimated Cardiorespiratory Fitness and Mortality in Men

April 2022

·

62 Reads

·

5 Citations

Mayo Clinic Proceedings Innovations Quality & Outcomes

Objective To examine the association between change in nonexercise estimated cardiorespiratory fitness (eCRF) and mortality risk in adult men. Patients and Methods A total of 10,445 men (mean age, 44.6±9.3 years) from the Aerobics Center Longitudinal Study underwent 2 comprehensive medical examinations and peak work rate tests between January 1, 1979, and December 31, 2002, with an average time between measures of 5.7±4.9 years. Participants were observed for 11.6±6.4 years after their second examination until death or December 31, 2003. The eCRF was calculated with the Jackson et al (2012) and Nes et al (2011) published nonexercise estimation equations. Cox proportional hazards models were performed to examine the association between change in eCRF and all-cause and cardiovascular disease (CVD) mortality. Results There were 601 deaths (192 CVD deaths) during the follow-up period. For both eCRF equations, a higher eCRF at baseline was associated with significant reductions in mortality risk from all causes and CVD (P<.001). Change in eCRF by the Jackson equation remained significantly associated with all-cause mortality (P<.001) and CVD mortality (P=.02) after multivariable adjustment. Every 1 metabolic equivalent (3.5 mL·kg⁻¹·min⁻¹) increase in eCRF was associated with a 21% and 22% reduction in mortality risk from all causes or CVD, respectively. No significant associations were observed between change in eCRF by the Nes equation and all-cause (P=.69) or CVD (P=.85) mortality risk after multivariable adjustment. Conclusion The association between change in nonexercise eCRF and mortality risk may be equation dependent.


Citations (69)


... More recent evidence from a large population-based study also reported that a higher DII (or energy-adjusted DII) score was associated with a higher risk of depression (Luo et al., 2023). In terms of sleep, there have been comparatively fewer studies but some have shown a proinflammatory diet to be linked to poor sleep outcomes including increased self-reported sleep disturbances, poor sleep quality and daytime sleepiness and dysfunction (Coxon et al. 2024;Farrell et al., 2023;Kase et al. 2021;Masaad et al., 2021). ...

Reference:

Dietary inflammation, sleep and mental health in the United Kingdom and Japan: A comparative cross-sectional study
Associations between the Dietary Inflammatory Index and Sleep Metrics in the Energy Balance Study (EBS)

... One of the services offered by cloud computing that has been gaining popularity is cloud storage. The key advantage of cloud storage from user's perspective is that they purchase and operate storage equipment for less money and pay for the requested amount of storage, which is scaled up or down as necessary [18][19][20]. In view of the growing data size of cloud computing drop in data amounts could help providers lower the costs of operating expensive storage systems and reduce energy consumption. ...

Causal mediation analysis between resistance exercise and reduced risk of cardiovascular disease based on the Aerobics Center Longitudinal Study

... In a study of 81,717 UK Biobank participants, it was observed that increased engagement in physical activity correlated with reduced hospitalization risks for nine out of the twenty-five most frequent hospitalization causes, with the most significant risk reductions seen in gallbladder disease, diabetes, and urinary tract infections [169]. In a US cohort study involving 7,607 adults, an increased accumulation of light-intensity and moderate-to-vigorous-intensity physical activities was found to be inversely associated with stroke risk, whereas extended periods of sedentary behavior correlated with an elevated risk [170]. ...

Association of Accelerometer-Measured Sedentary Time and Physical Activity With Risk of Stroke Among US Adults

JAMA Network Open

... Furthermore, Lin et al. found that antihypertensive medications in patients with diabetes significantly increased the risk of CKD, suggesting that hypertension is a strong risk factor for CKD progression [24]. A study that intervened with a program that included MPA, MSA, and flexibility exercises showed a significant and slow decrease in eGFR-cystatin C levels at the 2-year follow-up [25]. We analyzed the data by dividing the participants into three groups based on their aerobic PA levels. ...

Effect of Structured, Moderate Exercise on Kidney Function Decline in Sedentary Older Adults: An Ancillary Analysis of the LIFE Study Randomized Clinical Trial

JAMA Internal Medicine

... DRT had a frequency of 2.9 ± 1.2 times per week, at moderate to vigorous intensity (n = 6), a volume of 6.1 ± 3.3 exercises, 3.2 ± 0.7 sets, 11.2 ± 3.6 repetitions for 25.14 ± 16.12 weeks with a mean adherence of 85.85%±10% (n = 6). The number of studies reported FIVDP was 5 (128, 129,131,132,134). ...

Effect of High Intensity Power Training on Cognitive Function in Older Adults with Type 2 Diabetes: Secondary Outcomes of the GREAT2DO Study

The Journals of Gerontology Series A Biological Sciences and Medical Sciences

... C-reactive protein (CRP) and interleukin-6 (IL-6) are circulating inflammatory markers that are heavily influenced by adipose tissue, which may highlight the link between obesity and dementia and cognitive decline. 28 Therefore, reduction in adiposity or body fat could help in maintaining or increasing cognitive performance. ...

Effect of High Intensity Power Training on Cognitive Function in Older Adults with Type 2 Diabetes: Secondary Outcomes of the GREAT2DO Study

The Journals of Gerontology Series A Biological Sciences and Medical Sciences

... In our study within the diabetic group, individuals with lower cardiorespiratory fitness generally exhibited lower levels of physical fitness, muscular strength, and flexibility compared to the healthy group. A cohort study indicated that individuals engaging in flexibility and muscle-strengthening activities showed increased CRF, lower BMI, higher aerobic activity participation, lower total cholesterol, and a lower prevalence of diabetes and hypercholesterolemia [49]. A review reported that in various population studies, there exists a moderate correlation between muscular fitness and CRF [50,51]. ...

Are flexibility and muscle-strengthening activities associated with functional limitation?

Sports Medicine and Health Science

... 58 The Joint International Consensus Statement identified five recommendations for current health care professionals to provide more compassionate health care for individuals with overweight and/or obesity: (1) see, acknowledge, and treat the whole person; (2) identify bias and assumptions; (3) practice patient-centered communication; (4) create a welcoming environment; and (5) pursue lifelong learning. 59 Randomized controlled trials to understand the most effective ways to reduce weight stigma in oncology, including multi-level interventions that address bias at the provider and organizational levels, are sorely needed. ...

Ending the Stigma: Improving Care for Patients Who Are Overweight or Obese
  • Citing Article
  • March 2022

Family Practice Management

... An alternative is non-exercise (N-Ex) methods equations for estimation of V̇O 2 peak (de Souza e Silva et al., 2018;Malek et al., 2005;Myers et al., 2017;Nes et al., 2011;Sørensen et al., 2020). However, their validity and applicability, which have mostly been of interest in the broad population (De Lannoy et al., 2020;Hansen et al., 2022Hansen et al., , 2023Houle et al., 2022;Nes et al., 2014;Peterman et al., 2020Peterman et al., , 2021Vainshelboim et al., 2022) and within a clinical setting (Ross et al., 2016), demonstrate a modest accuracy (Peterman et al., 2021) and poor ability to detect changes in V̇O 2 peak over time (Peterman et al., 2020). Non-Exercise method equations are limited by the dependence on the relationship between V̇O 2 peak and various demographic metrics (i.e., age, sex, weight, height, body mass index, and/or physical activity) and do not capture the well-known genetic influence on V̇O 2 peak or the individual variability in the V̇O 2 peak response to standardized exercise that exists independently of sex and age (De Lannoy et al., 2020;Peterman et al., 2021;Ross et al., 2019). ...

Association Between Change in Nonexercise Estimated Cardiorespiratory Fitness and Mortality in Men

Mayo Clinic Proceedings Innovations Quality & Outcomes

... A scoping review of sedentary behavior among the Chinese population revealed that 10.7% of adults spend more than 6 hours a day engaged in sedentary behavior 8 . Furthermore, research indicates that patients with coronary heart disease tend to engage in longer periods of sedentary behavior compared to those without CHD [9][10][11] . Previous studies showed cardiac rehabilitation patients have an average daily sedentary time of 8-10 hours 11,12 . ...

Objectively Measured Physical Activity and Sedentary Time Among Adults With and Without Stroke: A National Cohort Study
  • Citing Article
  • September 2021

Stroke