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Wenzell ML, Moore SM, Still CH, Wierenga KL. Neuromarkers associated with two levels of physical activity in persons with chronic conditions. J Appl Physiol (1985) 2023; 135:1062-1069. [PMID: 37767556 PMCID: PMC10979830 DOI: 10.1152/japplphysiol.00425.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 09/26/2023] [Accepted: 09/26/2023] [Indexed: 09/29/2023] Open
Abstract
Although research has largely focused on the effects of physical activity (PA) on the brain, less is known about the influence of the brain on engagement in healthy-living behaviors, such as regular PA. In this secondary analysis of a study of brain activity and participation in healthy-living behaviors, we examined relationships between the activation of selected brain networks and PA in persons self-managing chronic conditions. Fifty-eight individuals with chronic conditions underwent functional magnetic resonance imaging while exposed to a protocol consisting of listening to emotion-focused and analytic-focused information and measures of activation of three neuromarkers were obtained: default mode network (DMN), task-positive network (TPN), and ventromedial prefrontal cortex (vmPFC). In an exploratory analysis, we assessed differences in neuromarker activation between two PA levels (representing higher and lower accelerometry-measured PA levels) of 1) moderate-to-vigorous physical activity (MVPA) minutes, 2) metabolic equivalents expended (METs), and 3) daily steps. Results showed positive associations between MVPA and DMN (r = 0.31, P = 0.018), steps and DMN (r = 0.28, P = 0.035), and MVPA and vmPFC (r = 0.29, P = 0.026). No associations were found between the TPN and any of the PA measures. Individuals with high MVPA and METs had higher DMN values compared with those with low MVPA (t = -2.17, P = 0.035) and METs (t = -2.02, P = 0.048). No differences in TPN and vmPFC were found among PA levels. These results suggest that providing health information that activates the emotion-focused brain network may be more useful than analytic-focused information (centered on logic and reasoning) to assist people with chronic conditions to engage in more PA.NEW & NOTEWORTHY The influence of the brain on engagement in regular physical activity (PA) has not been well studied. We examined relationships between the activation of three neuromarkers and two PA levels in 58 persons self-managing chronic conditions. Findings suggest that individuals who optimally process health-information when the emotional tone is high (Empathic Network; DMN) may engage in more PA compared with individuals who respond to health information when the emotional tone is low (Analytic Network; TPN).
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Affiliation(s)
- Megan L Wenzell
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, United States
| | - Shirley M Moore
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, United States
| | - Carolyn H Still
- Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio, United States
| | - Kelly L Wierenga
- School of Nursing, Indiana University, Indianapolis, Indiana, United States
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Jones LM, Piscotty RJ, Sullivan S, Manzor Mitrzyk B, Ploutz-Snyder RJ, Ghosh B, Veinot T. Psychometric Evaluation of the Modes of Health Information Acquisition, Sharing, and Use Questionnaire: Prospective Cross-Sectional Observational Study. J Med Internet Res 2023; 25:e44772. [PMID: 37695669 PMCID: PMC10520769 DOI: 10.2196/44772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 03/22/2023] [Accepted: 07/30/2023] [Indexed: 09/12/2023] Open
Abstract
BACKGROUND Health information is a critical resource for individuals with health concerns and conditions, such as hypertension. Enhancing health information behaviors may help individuals to better manage chronic illness. The Modes of Health Information Acquisition, Sharing, and Use (MHIASU) is a 23-item questionnaire that measures how individuals with health risks or chronic illness acquire, share, and use health information. Yet this measure has not been psychometrically evaluated in a large national sample. OBJECTIVE The objective of this study was to evaluate the psychometric properties of the self-administered MHIASU in a large, diverse cohort of individuals living with a chronic illness. METHODS Sharing Information, a prospective, observational study, was launched in August 2018 and used social media campaigns to advertise to Black women. Individuals who were interested in participating clicked on the advertisements and were redirected to a Qualtrics eligibility screener. To meet eligibility criteria individuals had to self-identify as a Black woman, be diagnosed with hypertension by a health care provider, and live in the United States. A total of 320 Black women with hypertension successfully completed the eligibility screener and then completed a web-based version of the MHIASU questionnaire. We conducted a psychometric evaluation of the MHIASU using exploratory factor analysis. The evaluation included item review, construct validity, and reliability. RESULTS Construct validity was established using exploratory factor analysis with principal axis factoring. The analysis was constricted to the expected domains. Interitem correlations were examined for possible item extraction. There were no improvements in factor structure with the removal of items with high interitem correlation (n=3), so all items of the MHIASU were retained. As anticipated, the instrument was found to have 3 subscales: acquisition, sharing, and use. Reliability was high for all 3 subscales, as evidenced by Cronbach α scores of .81 (acquisition), .81 (sharing), and .93 (use). Factor 3 (use of health information) explained the maximum variance (74%). CONCLUSIONS Construct validity and reliability of the web-based, self-administered MHIASU was demonstrated in a large national cohort of Black women with hypertension. Although this sample was highly educated and may have had higher digital literacy compared to other samples not recruited via social media, the population captured (Black women living with hypertension) are often underrepresented in research and are particularly vulnerable to this chronic condition. Future studies can use the MHIASU to examine health information behavior in other diverse populations managing health concerns and conditions.
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Affiliation(s)
- Lenette M Jones
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | | | - Stephen Sullivan
- Center for Sexuality & Health Disparities, University of Michigan, Ann Arbor, MI, United States
| | - Beatriz Manzor Mitrzyk
- Department of Clinical Pharmacy, College of Pharmacy, University of Michigan, Ann Arbor, MI, United States
| | | | - Bidisha Ghosh
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Tiffany Veinot
- School of Information, University of Michigan, Ann Arbor, MI, United States
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Jones LM, Sullivan S, Cuffee Y, Monroe K, Rafferty J, Giordani B. MindingMe: A Feasibility Study on Conducting Neuroimaging Research Among Diverse Groups. Nurs Res 2023; 72:158-163. [PMID: 36729826 PMCID: PMC9991962 DOI: 10.1097/nnr.0000000000000637] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND Neuroimaging tools, such as functional magnetic resonance imaging, are useful in understanding differences in brain activity that predict behavior change. Designing interventions based on brain activity and response may enhance current self-management regimens. Yet, diverse groups, such as Black women with chronic illness, have historically been left out of neuroimaging research. OBJECTIVES The aims of this study were to assess (a) the feasibility of conducting neuroimaging research among Black women with hypertension and (b) the predictors of willingness to participate in future studies. METHODS A survey designed to assess interest in participating in neuroimaging research was distributed through a Facebook campaign targeting Metro-Detroit Blacks with hypertension. A 10-minute, 44-item survey queried the women regarding their perspectives related to participation in neuroimaging studies. Logistic regression analyses were conducted to predict willingness to participate in a future study; they included a range of predictors: demographic indicators, history of blood pressure diagnosis, systolic and diastolic blood pressure, and availability of a support person who could accompany the participant to a future study session. RESULTS Two hundred fifty-seven Black women completed the survey. On average, the women were 59 years old, had been diagnosed with hypertension for 14 years, and had a systolic blood pressure of 141 mmHg. Participants were willing to travel 40 miles to participate, and many preferred to drive a personal vehicle. Some women were claustrophobic (20%) or had metal in their bodies (13%) and, therefore, would likely be ineligible to participate in neuroimaging studies. Some were nervous about the "small space" of a scanner, but others stated they would "enjoy participating" and wanted to "help future people…get well." Women who had a support person to attend their appointment with them were almost 4 times more likely to state they would participate in future studies. Those who had been diagnosed with hypertension for more than 11 years (the median) were almost 3 times more likely to report interest in participating in a future study than those participants who had been diagnosed with hypertension for 11 years or less. DISCUSSION Black women with hypertension were interested and eligible to participate in neuroimaging research. Despite some of the facilitators and barriers we identified, the women in our sample were interested in participating in future studies. The presence of a support person and length of time with a hypertension diagnosis are important predictors of willingness to participate in a future study.
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Affiliation(s)
- Lenette M. Jones
- University of Michigan School of Nursing, Department of Health Behavior and Biological Sciences, Ann Arbor, MI
| | - Stephen Sullivan
- Center for Sexuality and Health Disparities, University of Michigan School of Nursing, Ann Arbor, MI
| | - Yendelela Cuffee
- Program in Epidemiology, College of Health Sciences, University of Delaware, Newark, Delaware
| | - Korrey Monroe
- University of Michigan School of Nursing, Ann Arbor, MI
| | - Jane Rafferty
- University of Michigan School of Social Work, Ann Arbor, MI
| | - Bruno Giordani
- University of Michigan Psychiatry, Neurology, and Psychology, and School of Nursing, Ann Arbor, MI
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Neural Processing of Health Information and Hypertension Self-Management in African Americans. Nurs Res 2022; 71:303-312. [PMID: 35302958 PMCID: PMC9246902 DOI: 10.1097/nnr.0000000000000592] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Uncontrolled blood pressure (BP) rates are persistently high among African Americans with hypertension. Although self-management is critical to controlling BP, little is known about the brain-behavior connections underlying the processing of health information and the performance of self-management activities. OBJECTIVES In this pilot study, we explored the associations among neural processing of two types of health information and a set of self-management cognitive processes (self-efficacy, activation, decision-making, and hypertension knowledge) and behaviors (physical activity, dietary intake, and medication taking) and health status indicators (BP, health-related quality of life, anxiety, and depression). METHODS Using a descriptive cross-sectional design, 16 African Americans with uncontrolled hypertension (mean age = 57.5 years, 68.8% women) underwent functional magnetic resonance imaging to assess activation of two neural networks, the task-positive network and the default mode network, and a region in the ventromedial prefrontal cortex associated with emotion-focused and analytic-focused health information. Participants completed self-reports and clinical assessments of self-management processes, behaviors, and health status indicators. RESULTS Our hypothesis that neural processing associated with different types of health information would correlate with self-management cognitive processes and behaviors and health status indicators was only partially supported. Home diastolic BP was positively associated with ventromedial prefrontal cortex activation ( r = .536, p = .09); no other associations were found among the neural markers and self-management or health status variables. Expected relationships were found among the self-management processes and behaviors and health status indicators. DISCUSSION To advance our understanding of the neural processes underlying health information processing and chronic illness self-management, future studies are needed that use larger samples with more heterogeneous populations and additional neuroimaging techniques.
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Abstract
BACKGROUND Racial discrimination is one of many barriers experienced by African Americans that interfere with health self-care management. Discrimination stress may decrease the tendency for individuals to resonate with the social-emotional appeals embedded in persuasive health information, which are known to play a key role in producing behavior change. Understanding the neurobehavioral underpinnings of discrimination stress experienced by African Americans may help reduce or resolve this important health disparity. OBJECTIVES The purpose of this secondary analysis was to examine the association between neural processing of health information and perceived discrimination. In particular, we focused on three previously identified measures of health information processing associated with distinct brain areas: analytic network, empathy network, and the ventral medial prefrontal cortex. METHODS Data were obtained from 24 African Americans enrolled in a blood pressure self-care management study. Participants completed surveys assessing racial discrimination and global stress, as well as a 40-minute functional magnetic resonance imaging protocol used to measure neural activation associated with processing different types of health information. RESULTS Discrimination stress was significantly related to reduced activation of the empathy network and ventral medial prefrontal cortex, whereas there was a nonsignificant positive relationship with activity in the analytic network. DISCUSSION Uncovering associations between patient experiences, such as racial discrimination, and their neural processing of health information can lead to the development of tailored health messages and self-care management interventions. This may inform strategies to close the gap on health outcomes.
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Jones LM, Ginier E, Debbs J, Eaton JL, Renner C, Hawkins J, Rios-Spicer R, Tang E, Schertzing C, Giordani B. Exploring Representation of Diverse Samples in fMRI Studies Conducted in Patients With Cardiac-Related Chronic Illness: A Focused Systematic Review. Front Hum Neurosci 2020; 14:108. [PMID: 32477079 PMCID: PMC7240043 DOI: 10.3389/fnhum.2020.00108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 03/11/2020] [Indexed: 01/14/2023] Open
Abstract
Introduction/Purpose: Cardiovascular disease (CVD) is the leading cause of death worldwide, and in the United States alone, CVD causes nearly 840,000 deaths annually. Using functional magnetic resonance imaging (fMRI), a tool to assess brain activity, researchers have identified some brain-behavior connections and predicted several self-management behaviors. The purpose of this study was to examine the sample characteristics of individuals with CVD who participated in fMRI studies. Methods: A literature search was conducted in PubMed, CINAHL, and Scopus. No date or language restrictions were applied and research methodology filters were used. In October 2017, 1659 titles and abstracts were identified. Inclusion criteria were: (1) utilized an empirical study design, (2) used fMRI to assess brain activity, and (3) focused on patients with CVD-related chronic illness. Articles were excluded if they: were theory or opinion articles, focused on mental or neuropathic illness, included non-human samples, or were not written in English. After duplicates were removed (230), 1,429 titles and abstracts were reviewed based on inclusion criteria; 1,243 abstracts were then excluded. A total of 186 studies were reviewed in their entirety; after additional review, 142 were further excluded for not meeting the inclusion criteria. Forty-four articles met criteria and were included in the final review. An evidence table was created to capture the demographics of each study sample. Results: Ninety eight percent of the studies did not report the racial or ethnic composition of their sample. Most studies (66%) contained more men than women. Mean age ranged from 38 to 78 years; 77% reported mean age ≥50 years. The most frequently studied CVD was stroke (86%), while hypertension was studied the least (2%). Conclusion: Understanding brain-behavior relationships can help researchers and practitioners tailor interventions to meet specific patient needs. These findings suggest that additional studies are needed that focus on populations historically underrepresented in fMRI research. Researchers should thoughtfully consider diversity and purposefully sample groups by including individuals that are: women, from diverse backgrounds, younger, and diagnosed with a variety of CVD-related illnesses. Identifying and addressing these gaps by studying more representative samples will help healthcare providers reduce disparities and tailor interventions for all CVD populations.
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Affiliation(s)
- Lenette M. Jones
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Emily Ginier
- Taubman Health Sciences Library, University of Michigan, Ann Arbor, MI, United States
| | - Joseph Debbs
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Jarrod L. Eaton
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Catherine Renner
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | - Jaclynn Hawkins
- School of Social Work, University of Michigan, Ann Arbor, MI, United States
| | | | - Emily Tang
- School of Nursing, University of Michigan, Ann Arbor, MI, United States
| | | | - Bruno Giordani
- Psychiatry, Neurology, Psychology, and Nursing, University of Michigan, Ann Arbor, MI, United States
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Gwizdka J, Moshfeghi Y, Wilson ML. Introduction to the special issue on neuro‐information science. J Assoc Inf Sci Technol 2019. [DOI: 10.1002/asi.24263] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Jacek Gwizdka
- School of InformationUniversity of Texas at Austin Austin TX
| | - Yashar Moshfeghi
- Department of Computer and Information SciencesUniversity of Strathclyde Glasgow United Kingdom
| | - Max L. Wilson
- Computer ScienceUniversity of Nottingham Jubilee Campus, Nottingham NG81BB United Kingdom
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Webel AR, Schreiner N, Salata RA, Friedman J, Jack AI, Sattar A, Fresco DM, Rodriguez M, Moore S. The Effect of an HIV Self-Management Intervention on Neurocognitive Behavioral Processing. West J Nurs Res 2019; 41:990-1008. [PMID: 30654713 PMCID: PMC6570548 DOI: 10.1177/0193945918823347] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
People living with HIV (PLHIV) are increasingly diagnosed with comorbidities which require increasing self-management. We examined the effect of a self-management intervention on neurocognitive behavioral processing. Twenty-nine PLHIV completed a two-group, 3-month randomized clinical trial testing a self-management intervention to improve physical activity and dietary intake. At baseline and 3 months later, everyone completed validated assessments of physical, diet, and neurocognitive processing (functional magnetic resonance imaging [fMRI]-derived network analyses). We used linear mixed effects modeling with a random intercept to examine the effect of the intervention. The intervention improved healthy eating (p = .08) but did not improve other self-management behaviors. There was a significant effect of the intervention on several aspects of neurocognitive processing including in the task positive network (TPN) differentiation (p = .047) and an increase in the default mode network (DMN) differentiation (p = .10). Self-management interventions may influence neurocognitive processing in PLHIV, but those changes were not associated with positive changes in self-management behavior.
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Affiliation(s)
- Allison R Webel
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Nathaniel Schreiner
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Robert A Salata
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
- 2 University Hospitals Harrington Heart & Vascular Institute, Cleveland, OH, USA
| | - Jared Friedman
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Anthony I Jack
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Abdus Sattar
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | | | - Margaret Rodriguez
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
| | - Shirley Moore
- 1 Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, OH, USA
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