Trial Outcomes & Findings for Cognition and Magnetic Resonance Imaging of Brain Inflammation in Obesity (NCT NCT04116229)

NCT ID: NCT04116229

Last Updated: 2023-03-10

Results Overview

Diffusion Basis Spectrum Imaging (Cross and Song, 2017) is a computational method that will be applied to diffusion tensor images of the brain to estimate putative inflammation-related markers including cellularity and edema in obese and normal-weight individuals. DBSI metrics are quantitative but unitless. Cellularity and edema fractions of the total diffusion signal (including axial, radial, restricted (cellularity) and hindered (edema)) will be estimated in brain white matter tracts.

Recruitment status

COMPLETED

Study phase

NA

Target enrollment

20 participants

Primary outcome timeframe

1.5 hours at the end of one (up to) 8 hour study day that includes all outcome measures

Results posted on

2023-03-10

Participant Flow

Participant milestones

Participant milestones
Measure
Normal-weight
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Overall Study
STARTED
10
10
Overall Study
COMPLETED
8
6
Overall Study
NOT COMPLETED
2
4

Reasons for withdrawal

Reasons for withdrawal
Measure
Normal-weight
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Overall Study
Met exclusion criteria during screeneing on day of study visit.
2
3
Overall Study
Scheduling not possible.
0
1

Baseline Characteristics

Cognition and Magnetic Resonance Imaging of Brain Inflammation in Obesity

Baseline characteristics by cohort

Baseline characteristics by cohort
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Total
n=14 Participants
Total of all reporting groups
Age, Continuous
34.9 years
STANDARD_DEVIATION 6.6 • n=99 Participants
36.5 years
STANDARD_DEVIATION 6.8 • n=107 Participants
35.6 years
STANDARD_DEVIATION 6.5 • n=206 Participants
Sex: Female, Male
Female
6 Participants
n=99 Participants
5 Participants
n=107 Participants
11 Participants
n=206 Participants
Sex: Female, Male
Male
2 Participants
n=99 Participants
1 Participants
n=107 Participants
3 Participants
n=206 Participants
Race/Ethnicity, Customized
Black, non-Hispanic
1 Participants
n=99 Participants
2 Participants
n=107 Participants
3 Participants
n=206 Participants
Race/Ethnicity, Customized
White, non-Hispanic
6 Participants
n=99 Participants
4 Participants
n=107 Participants
10 Participants
n=206 Participants
Race/Ethnicity, Customized
Asian, non-Hispanic
1 Participants
n=99 Participants
0 Participants
n=107 Participants
1 Participants
n=206 Participants
Region of Enrollment
United States
8 participants
n=99 Participants
6 participants
n=107 Participants
14 participants
n=206 Participants
Body Mass Index
22.4 kg/m^2
STANDARD_DEVIATION 1.5 • n=99 Participants
37.3 kg/m^2
STANDARD_DEVIATION 4.5 • n=107 Participants
28.7 kg/m^2
STANDARD_DEVIATION 8.2 • n=206 Participants
HbA1c
5.1 percentage of glycosylated hemoglobin
STANDARD_DEVIATION 0.1 • n=99 Participants
5.1 percentage of glycosylated hemoglobin
STANDARD_DEVIATION 0.4 • n=107 Participants
5.1 percentage of glycosylated hemoglobin
STANDARD_DEVIATION 0.2 • n=206 Participants
Fasting glucose
87.0 mg/dL
STANDARD_DEVIATION 4.6 • n=99 Participants
87.2 mg/dL
STANDARD_DEVIATION 8.0 • n=107 Participants
87.0 mg/dL
STANDARD_DEVIATION 6.0 • n=206 Participants
Fasting plasma insulin
5.28 uU/mL
STANDARD_DEVIATION 3.73 • n=99 Participants
15.62 uU/mL
STANDARD_DEVIATION 10.82 • n=107 Participants
9.71 uU/mL
STANDARD_DEVIATION 9.0 • n=206 Participants
Homeostatic measure of insulin resistance (HOMA-IR)
1.21 unitless
STANDARD_DEVIATION 0.79 • n=99 Participants
3.47 unitless
STANDARD_DEVIATION 2.56 • n=107 Participants
2.18 unitless
STANDARD_DEVIATION 2.05 • n=206 Participants
Fasting plasma free fatty acid (FFA)
0.61 mEq/L
STANDARD_DEVIATION 0.27 • n=99 Participants
0.81 mEq/L
STANDARD_DEVIATION 0.29 • n=107 Participants
0.7 mEq/L
STANDARD_DEVIATION 0.29 • n=206 Participants
Fasting plasma C-reactive protein (CRP)
1.02 mg/L
STANDARD_DEVIATION 0.8 • n=99 Participants
4.84 mg/L
STANDARD_DEVIATION 3.1 • n=107 Participants
2.66 mg/L
STANDARD_DEVIATION 2.8 • n=206 Participants
Fasting plasma monocyte chemoattractant protein-1 (MCP-1)
140.9 pg/mL
STANDARD_DEVIATION 37.0 • n=99 Participants
160.3 pg/mL
STANDARD_DEVIATION 40.1 • n=107 Participants
149.2 pg/mL
STANDARD_DEVIATION 38.2 • n=206 Participants
Fasting plasma tumor necrosis factor-alpha (TNF-alpha)
0.69 pg/mL
STANDARD_DEVIATION 0.16 • n=99 Participants
0.84 pg/mL
STANDARD_DEVIATION 0.16 • n=107 Participants
0.75 pg/mL
STANDARD_DEVIATION 0.17 • n=206 Participants
Fasting plasma adiponectin
11.3 ug/mL
STANDARD_DEVIATION 5.6 • n=99 Participants
10.8 ug/mL
STANDARD_DEVIATION 4.9 • n=107 Participants
11.1 ug/mL
STANDARD_DEVIATION 5.1 • n=206 Participants
Fasting plasma interleukin-10 (IL-10)
1.85 pg/mL
STANDARD_DEVIATION 1.38 • n=99 Participants
1.97 pg/mL
STANDARD_DEVIATION 0.75 • n=107 Participants
1.9 pg/mL
STANDARD_DEVIATION 1.12 • n=206 Participants
Fasting plasma leptin
19.9 ug/L
STANDARD_DEVIATION 13.4 • n=99 Participants
110 ug/L
STANDARD_DEVIATION 49.7 • n=107 Participants
58.5 ug/L
STANDARD_DEVIATION 56.4 • n=206 Participants
Fasting plasma ghrelin
1498.5 pg/mL
STANDARD_DEVIATION 568.6 • n=99 Participants
914.8 pg/mL
STANDARD_DEVIATION 261.7 • n=107 Participants
1248.4 pg/mL
STANDARD_DEVIATION 538.8 • n=206 Participants

PRIMARY outcome

Timeframe: 1.5 hours at the end of one (up to) 8 hour study day that includes all outcome measures

Population: Data from 8 individuals with normal-weight and 6 individuals with obesity were included in baseline analyses. Five individuals were enrolled in the study but their data was not collected due to meeting exclusion criteria. One individual was enrolled but could not be scheduled for the study and therefore did not contribute data.

Diffusion Basis Spectrum Imaging (Cross and Song, 2017) is a computational method that will be applied to diffusion tensor images of the brain to estimate putative inflammation-related markers including cellularity and edema in obese and normal-weight individuals. DBSI metrics are quantitative but unitless. Cellularity and edema fractions of the total diffusion signal (including axial, radial, restricted (cellularity) and hindered (edema)) will be estimated in brain white matter tracts.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Brain Inflammation Metrics in Obese and Normal-weight Individuals as Measured by Magnetic Resonance Image-based Diffusion Basis Spectrum Imaging (DBSI)
DBSI restricted fraction (cellularity)
.0468 unitless
Standard Deviation .0024
.0492 unitless
Standard Deviation .0034
Brain Inflammation Metrics in Obese and Normal-weight Individuals as Measured by Magnetic Resonance Image-based Diffusion Basis Spectrum Imaging (DBSI)
DBSI hindered fraction (vasogenic edema)
.176 unitless
Standard Deviation .013
.186 unitless
Standard Deviation .014

PRIMARY outcome

Timeframe: 40 minutes during one (up to) 8 hour study day that includes all outcome measures; after OGTT and prior to MRI

Population: Two individuals in the normal-weight group were not native English speakers and their cognitive data is not included. A complete set of fluid cognition measures was not collected from one normal-weight participant and their fluid cognition data is not included.

Cognitive performance including fluid and crystallized cognition composite T-scores from computer-based NIH Cognitive Toolbox assessments (Weintraub et al., 2013) will be assessed in obese and normal-weight individuals. These T-scores will include scores from tasks that assess attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall (see NIH Toolbox Cognitive Battery website). T-scores are corrected for socioeconomic status and their distribution has a mean of 50 and a standard deviation of 10. Higher T-scores indicate better cognitive function. T-scores will be correlated with DBSI-assessed neuroinflammation metrics including restricted fraction (DBSI RF, putative cellularity) and hindered fraction (DBSI HF, putative vasogenic edema) in brain white matter tracts.

Outcome measures

Outcome measures
Measure
Normal-weight
n=6 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Cognitive Function in Obese and Normal-weight Individuals as Measured by the National Institutes of Health (NIH) Toolbox Cognitive Battery and DBSI Putative Neuroinflammation Metrics
Crystallized Cognition
60.3 T-score
Standard Deviation 6.9
53.3 T-score
Standard Deviation 9.0
Cognitive Function in Obese and Normal-weight Individuals as Measured by the National Institutes of Health (NIH) Toolbox Cognitive Battery and DBSI Putative Neuroinflammation Metrics
Fluid Cognition
54.4 T-score
Standard Deviation 6.7
59.3 T-score
Standard Deviation 7.4

POST_HOC outcome

Timeframe: Baseline

Fasting plasma insulin, a measure of insulin resistance in which higher levels may reflect greater effort to maintain glucose homeostasis, was measured by radioimmunoassay. Normal fasting plasma insulin levels are \< 25 uU/mL.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Metabolic Markers in Plasma and Relationships With DBSI Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals.
5.28 uU/mL
Standard Deviation 3.73
15.62 uU/mL
Standard Deviation 10.82

POST_HOC outcome

Timeframe: Baseline

Fasting plasma leptin, a hormone related to adipose tissue mass such that higher levels reflect greater adipose tissue mass, was measured by radioimmunoassay. For body mass index (BMI) in normal-weight (18.5-24.9 kg/m\^2), leptin reference range = 1.8-24.2 ug/L in females and 0.2-7.7 in males. For BMI in individuals with obesity, leptin reference range = 10.6-141 in females and 3.2-135 in males.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Metabolic Markers in Plasma and Relationships With DBSI Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals.
19.9 ug/L
Standard Deviation 13.4
110 ug/L
Standard Deviation 49.7

POST_HOC outcome

Timeframe: Baseline

Fasting plasma ghrelin, a hormone related to hunger in which higher levels may signal the stomach is empty and it is time to eat, was measured by radioimmunoassay. Plasma ghrelin levels tend to be lower in people with obesity. There is no established normal range for fasting plasma ghrelin levels as assessed by radioimmunoassay.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Metabolic Markers in Plasma and Relationships With DBSI Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals.
1498.5 pg/mL
Standard Deviation 568.6
914.8 pg/mL
Standard Deviation 261.7

POST_HOC outcome

Timeframe: Baseline

Homeostatic measure of insulin resistance (HOMA-IR) where higher scores indicate greater insulin resistance, or diminished maintenance of glucose homeostasis by insulin. HOMA-IR was calculated according to the formula: fasting insulin (uU/L) \* fasting glucose (nmol/L)/22.5 A HOMA-IR score \>2.5 indicates insulin resistance.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Metabolic Markers in Plasma and Relationships With DBSI Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals.
1.21 HOMA-IR score
Standard Deviation 0.79
3.47 HOMA-IR score
Standard Deviation 2.56

POST_HOC outcome

Timeframe: Baseline

Fasting plasma interleukin (IL)-10, an anti-inflammatory cytokine important for immune response. IL-10 was measured using high-sensitive enzyme-linked immuno-absorbent assay (ELISA). Normal reference ranges for IL-10 have not been established and better or worse levels depend on disease state.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Peripheral Inflammation as Measured by Plasma Assays and Relationships With DBSI Putative Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals
1.85 pg/mL
Standard Deviation 1.38
1.97 pg/mL
Standard Deviation 0.75

POST_HOC outcome

Timeframe: Baseline

Fasting plasma adiponectin, an anti-inflammatory cytokine important for immune response. Adiponectin was measured using radioimmunoassay. Normal reference ranges for adiponectin is 2.5-21.1 ug/mL. Lower levels of adiponectin tend to be associated with worse metabolic health and higher body mass index.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Peripheral Inflammation as Measured by Plasma Assays and Relationships With DBSI Putative Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals
11.3 ug/mL
Standard Deviation 5.6
10.8 ug/mL
Standard Deviation 4.9

POST_HOC outcome

Timeframe: Baseline

Fasting plasma tumor necrosis factor (TNF)-alpha, a pro-inflammatory cytokine important for systemic inflammation. TNF-alpha was measured using high-sensitive enzyme-linked immuno-absorbent assay (ELISA). Normal TNF-alpha levels range from non-detectable to 8.1 pg/mL and tend to be higher in people with obesity compared to normal-weight.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Peripheral Inflammation as Measured by Plasma Assays and Relationships With DBSI Putative Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals
0.69 pg/mL
Standard Deviation 0.16
0.84 pg/mL
Standard Deviation 0.16

POST_HOC outcome

Timeframe: Baseline

Fasting plasma monocyte chemoreactant protein (MCP)-1, a pro-inflammatory chemokine important for immune response and inflammation. MCP-1 was measured using enzyme-linked immuno-absorbent assay (ELISA). Normal reference ranges for MCP-1 have not been established but higher levels tend to be associated with higher body mass index.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Peripheral Inflammation as Measured by Plasma Assays and Relationships With DBSI Putative Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals
140.9 pg/mL
Standard Deviation 37
160.3 pg/mL
Standard Deviation 40.1

POST_HOC outcome

Timeframe: Baseline

Fasting plasma high-sensitive C-reactive protein (CRP), where higher levels may reflect greater low-grade inflammation. High-sensitive CRP was measured using high-sensitive CRP turbidimetry assay. Higher high-sensitive CRP levels may reflect greater risk for cardiovascular disease. Normal range for hs-CRP is usually below 1 mg/L.

Outcome measures

Outcome measures
Measure
Normal-weight
n=8 Participants
Participants who have a body mass index within the normal-weight category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Obese
n=6 Participants
Participants who have a body mass index within the obese category. Oral glucose tolerance test: After 8 hours fasting overnight, an intravenous catheter is placed in the arm or hand for blood draws. Participants drink 75 grams of an oral glucose drink after baseline blood samples are drawn. More blood draws occur at 10, 20, 30, 60 and 120 min post-glucose drink. Cognitive testing: For approximately 40 minutes, participants are assessed for cognitive function using computer-based tests available from the NIH Toolbox Cognitive Battery (Weintraub et al., 2013), including attention and executive functioning, episodic memory, working memory, language, processing speed, and immediate recall. Magnetic resonance imaging: Magnetic resonance imaging (MRI) scans will be performed in a 3 Tesla MRI scanner over 1.5 hours. Participants will be asked to lay down flat on their backs and to try to stay still throughout the MRI scan. The participant will wear MRI-safe headphones to block out noise due to the MRI scans. Participant comfort will be verbally checked on throughout the scan and the participant will be provided with a 'squeeze ball' to signal the MRI technician that they want to get out of the scanner immediately.
Peripheral Inflammation as Measured by Plasma Assays and Relationships With DBSI Putative Neuroinflammation Metrics in White Matter Tracts in Obese and Normal-weight Individuals
1 mg/L
Standard Deviation 0.8
4.8 mg/L
Standard Deviation 3.1

Adverse Events

Normal-weight

Serious events: 0 serious events
Other events: 0 other events
Deaths: 0 deaths

Obese

Serious events: 0 serious events
Other events: 0 other events
Deaths: 0 deaths

Serious adverse events

Adverse event data not reported

Other adverse events

Adverse event data not reported

Additional Information

Sarah Eisenstein, Associate Professor in Psychiatry

Washington University School of Medicine

Phone: 3143627107

Results disclosure agreements

  • Principal investigator is a sponsor employee
  • Publication restrictions are in place