Summary of Study ST000485
This data is available at the NIH Common Fund's National Metabolomics Data Repository (NMDR) website, the Metabolomics Workbench, https://www.metabolomicsworkbench.org, where it has been assigned Project ID PR000367. The data can be accessed directly via it's Project DOI: 10.21228/M8MC7X This work is supported by NIH grant, U2C- DK119886.
See: https://www.metabolomicsworkbench.org/about/howtocite.php
Study ID | ST000485 |
Study Title | D2 Glucose Quantifcation of obese patients on a 16 week caloric restriction from plasma |
Study Type | timecourse |
Study Summary | Caloric restriction (CR) improves insulin sensitivity and reduces the incidence of diabetes in obese individuals. The underlying mechanisms whereby CR improves insulin sensitivity are not clear. We evaluated the effect of 16 weeks of CR on whole-body insulin sensitivity by pancreatic clamp before and after CR in 11 obese participants (BMI = 35 kg/m2) compared with 9 matched control subjects (BMI = 34 kg/m2). Compared with the control subjects, CR increased the glucose infusion rate needed to maintain euglycemia during hyperinsulinemia, indicating enhancement of peripheral insulin sensitivity. This improvement in insulin sensitivity was not accompanied by changes in skeletal muscle mitochondrial oxidative capacity or oxidant emissions, nor were there changes in skeletal muscle ceramide, diacylglycerol, or amino acid metabolite levels. However, CR lowered insulin-stimulated thioredoxin-interacting protein (TXNIP) levels and enhanced nonoxidative glucose disposal. These results support a role for TXNIP in mediating the improvement in peripheral insulin sensitivity after CR. |
Institute | Mayo Clinic |
Department | Endocrinology |
Laboratory | Mayo Metabolomics Core |
Last Name | Nair |
First Name | Sreekumaran |
Address | 200 First Street SW, Rochester, MN 55905 |
Nair.K@mayo.edu | |
Phone | 507-285-2415 |
Submit Date | 2016-09-23 |
Publications | Mechanism by Which Caloric Restriction Improves Insulin Sensitivity in Sedentary Obese Adults. DOI: 10.2337/db15-0675 |
Raw Data File Type(s) | d |
Analysis Type Detail | GC-MS |
Release Date | 2017-11-20 |
Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
Project ID: | PR000367 |
Project DOI: | doi: 10.21228/M8MC7X |
Project Title: | Mechanism by Which Caloric Restriction Improves Insulin Sensitivity in Sedentary Obese Adults |
Project Type: | skeletal muscle ceramide, diacylglycerol, or amino acid metabolite levels |
Project Summary: | effect of caloric restriction on insulin sensitivity through skeletal muscle ceramide, diacylglycerol, or amino acid metabolite levels |
Institute: | Mayo Clinic |
Department: | Endocrinology |
Laboratory: | Mayo Clinic Metabolomics Resource Core |
Last Name: | Nair |
First Name: | Sreekumaran |
Address: | 200 First Street SW, Rochester, MN 55905 |
Email: | Nair.K@mayo.edu |
Phone: | 507-285-2415 |
Subject:
Subject ID: | SU000506 |
Subject Type: | Human |
Subject Species: | Homo sapiens |
Taxonomy ID: | 9606 |
Species Group: | Human |
Factors:
Subject type: Human; Subject species: Homo sapiens (Factor headings shown in green)
mb_sample_id | local_sample_id | visit | time (mins) | Category |
---|---|---|---|---|
SA024662 | MS5023_4_-10 | 1 | -10 | Caloric Restriction |
SA024663 | MS5035_4_-10 | 1 | -10 | Caloric Restriction |
SA024664 | MS5027_4_-10 | 1 | -10 | Caloric Restriction |
SA024665 | MS5017_4_-10 | 1 | -10 | Caloric Restriction |
SA024666 | MS5009_4_-10 | 1 | -10 | Caloric Restriction |
SA024667 | MS5007_4_-10 | 1 | -10 | Caloric Restriction |
SA024668 | MS5011_4_-10 | 1 | -10 | Caloric Restriction |
SA024669 | MS5005_4_-10 | 1 | -10 | Caloric Restriction |
SA024670 | MS5037_4_-10 | 1 | -10 | Caloric Restriction |
SA024671 | MS5013_4_-10 | 1 | -10 | Caloric Restriction |
SA024672 | MS5015_4_-10 | 1 | -10 | Caloric Restriction |
SA024673 | MS5019_4_-10 | 1 | -10 | Control |
SA024674 | MS5031_4_-10 | 1 | -10 | Control |
SA024675 | MS5021_4_-10 | 1 | -10 | Control |
SA024676 | MS5043_4_-10 | 1 | -10 | Control |
SA024677 | MS5029_4_-10 | 1 | -10 | Control |
SA024678 | MS5033_4_-10 | 1 | -10 | Control |
SA024679 | MS5041_4_-10 | 1 | -10 | Control |
SA024680 | MS5025_4_-10 | 1 | -10 | Control |
SA024681 | MS5039_4_-10 | 1 | -10 | Control |
SA024742 | MS5023_6_120 | 1 | 120 | Caloric Restriction |
SA024743 | MS5035_6_120 | 1 | 120 | Caloric Restriction |
SA024744 | MS5005_6_120 | 1 | 120 | Caloric Restriction |
SA024745 | MS5017_6_120 | 1 | 120 | Caloric Restriction |
SA024746 | MS5011_6_120 | 1 | 120 | Caloric Restriction |
SA024747 | MS5027_6_120 | 1 | 120 | Caloric Restriction |
SA024748 | MS5013_6_120 | 1 | 120 | Caloric Restriction |
SA024749 | MS5015_6_120 | 1 | 120 | Caloric Restriction |
SA024750 | MS5009_6_120 | 1 | 120 | Caloric Restriction |
SA024751 | MS5037_6_120 | 1 | 120 | Caloric Restriction |
SA024752 | MS5007_6_120 | 1 | 120 | Caloric Restriction |
SA024753 | MS5031_6_120 | 1 | 120 | Control |
SA024754 | MS5039_6_120 | 1 | 120 | Control |
SA024755 | MS5041_6_120 | 1 | 120 | Control |
SA024756 | MS5033_6_120 | 1 | 120 | Control |
SA024757 | MS5019_6_120 | 1 | 120 | Control |
SA024758 | MS5025_6_120 | 1 | 120 | Control |
SA024759 | MS5021_6_120 | 1 | 120 | Control |
SA024760 | MS5043_6_120 | 1 | 120 | Control |
SA024761 | MS5029_6_120 | 1 | 120 | Control |
SA024762 | MS5037_7_140 | 1 | 140 | Caloric Restriction |
SA024763 | MS5027_7_140 | 1 | 140 | Caloric Restriction |
SA024764 | MS5035_7_140 | 1 | 140 | Caloric Restriction |
SA024765 | MS5005_7_140 | 1 | 140 | Caloric Restriction |
SA024766 | MS5013_7_140 | 1 | 140 | Caloric Restriction |
SA024767 | MS5017_7_140 | 1 | 140 | Caloric Restriction |
SA024768 | MS5011_7_140 | 1 | 140 | Caloric Restriction |
SA024769 | MS5007_7_140 | 1 | 140 | Caloric Restriction |
SA024770 | MS5009_7_140 | 1 | 140 | Caloric Restriction |
SA024771 | MS5015_7_140 | 1 | 140 | Caloric Restriction |
SA024772 | MS5023_7_140 | 1 | 140 | Caloric Restriction |
SA024773 | MS5029_7_140 | 1 | 140 | Control |
SA024774 | MS5043_7_140 | 1 | 140 | Control |
SA024775 | MS5019_7_140 | 1 | 140 | Control |
SA024776 | MS5031_7_140 | 1 | 140 | Control |
SA024777 | MS5021_7_140 | 1 | 140 | Control |
SA024778 | MS5039_7_140 | 1 | 140 | Control |
SA024779 | MS5025_7_140 | 1 | 140 | Control |
SA024780 | MS5033_7_140 | 1 | 140 | Control |
SA024781 | MS5041_7_140 | 1 | 140 | Control |
SA024782 | MS5023_8_160 | 1 | 160 | Caloric Restriction |
SA024783 | MS5007_8_160 | 1 | 160 | Caloric Restriction |
SA024784 | MS5015_8_160 | 1 | 160 | Caloric Restriction |
SA024785 | MS5009_8_160 | 1 | 160 | Caloric Restriction |
SA024786 | MS5027_8_160 | 1 | 160 | Caloric Restriction |
SA024787 | MS5017_8_160 | 1 | 160 | Caloric Restriction |
SA024788 | MS5013_8_160 | 1 | 160 | Caloric Restriction |
SA024789 | MS5037_8_160 | 1 | 160 | Caloric Restriction |
SA024790 | MS5011_8_160 | 1 | 160 | Caloric Restriction |
SA024791 | MS5005_8_160 | 1 | 160 | Caloric Restriction |
SA024792 | MS5035_8_160 | 1 | 160 | Caloric Restriction |
SA024793 | MS5041_8_160 | 1 | 160 | Control |
SA024794 | MS5025_8_160 | 1 | 160 | Control |
SA024795 | MS5033_8_160 | 1 | 160 | Control |
SA024796 | MS5039_8_160 | 1 | 160 | Control |
SA024797 | MS5019_8_160 | 1 | 160 | Control |
SA024798 | MS5029_8_160 | 1 | 160 | Control |
SA024799 | MS5031_8_160 | 1 | 160 | Control |
SA024800 | MS5043_8_160 | 1 | 160 | Control |
SA024801 | MS5021_8_160 | 1 | 160 | Control |
SA024802 | MS5023_9_180 | 1 | 180 | Caloric Restriction |
SA024803 | MS5027_9_180 | 1 | 180 | Caloric Restriction |
SA024804 | MS5007_9_180 | 1 | 180 | Caloric Restriction |
SA024805 | MS5017_9_180 | 1 | 180 | Caloric Restriction |
SA024806 | MS5035_9_180 | 1 | 180 | Caloric Restriction |
SA024807 | MS5037_9_180 | 1 | 180 | Caloric Restriction |
SA024808 | MS5013_9_180 | 1 | 180 | Caloric Restriction |
SA024809 | MS5005_9_180 | 1 | 180 | Caloric Restriction |
SA024810 | MS5015_9_180 | 1 | 180 | Caloric Restriction |
SA024811 | MS5011_9_180 | 1 | 180 | Caloric Restriction |
SA024812 | MS5009_9_180 | 1 | 180 | Caloric Restriction |
SA024813 | MS5039_9_180 | 1 | 180 | Control |
SA024814 | MS5029_9_180 | 1 | 180 | Control |
SA024815 | MS5031_9_180 | 1 | 180 | Control |
SA024816 | MS5019_9_180 | 1 | 180 | Control |
SA024817 | MS5043_9_180 | 1 | 180 | Control |
SA024818 | MS5021_9_180 | 1 | 180 | Control |
SA024819 | MS5025_9_180 | 1 | 180 | Control |
SA024820 | MS5033_9_180 | 1 | 180 | Control |
SA024821 | MS5041_9_180 | 1 | 180 | Control |
Collection:
Collection ID: | CO000500 |
Collection Summary: | Blood samples were collected in a heated hotbox (131°F) through a retrograde intravenous catheter at baseline for glucose and hormone levels, and every 10 min during the clamp to maintain euglycemia. In addition, blood samples were collected every 20 min from 0600 to 0700, 0900 to 1000, and 1200 to 1300 to measure plasma [6,62H2]glucose. At 1330 h, a percutaneous needle muscle biopsy specimen (350–400 mg) was obtained from the vastus lateralis muscle under local anesthesia, immediately frozen in liquid nitrogen, and stored at −80°F for future analysis (27). This biopsy sample was used for analysis of TXNIP mRNA and protein content. The participant remained in the CRU through the remainder of the day and was given a weight-maintenance diet until 2200 h. At 0700 h the following morning, a second muscle biopsy specimen was obtained under local anesthesia, and ∼100 mg was used immediately for mitochondrial function measurements of isolated mitochondria and mtH2O2 emissions (28). The remainder was immediately frozen in liquid nitrogen and stored at −80°F for future analysis, including DAG, ceramide, and amino acid measurements (Fig. 1). |
Sample Type: | Blood |
Treatment:
Treatment ID: | TR000520 |
Treatment Summary: | Before and after 16 weeks of CR or CON, two outpatient visits and one inpatient visit were scheduled. Before the outpatient visits, participants were instructed to fast overnight from 10:00 p.m. the evening before and to avoid strenuous exercise for 24 h preceding the visits. One outpatient visit consisted of an MRI to measure subcutaneous and visceral fat distribution and magnetic resonance spectroscopy to measure skeletal muscle oxidative capacity (25). The second outpatient visit was for measurements of resting energy expenditure (REE) for the calculation of a weight-maintenance diet (Parvo Medics TrueOne 2400 Canopy system), DEXA scan (Lunar DPX-L; Lunar Radiation, Madison, WI), and VO2peak test on a bicycle ergometer (Fig. 1). Participants were admitted to the Clinical Research Unit (CRU) on the evening of the fifth day of the weight-maintaining diet provided by the CRU metabolic kitchen (Supplementary Fig. 1). The weight-maintenance meals (diet composition: 20% protein, 30% fat, 50% carbohydrate) were monitored daily to ensure that the correct calorie level was achieved. Upon admission to the CRU, no calories were consumed after 2100 h to achieve a 10-h fast before the two-stage insulin euglycemic pancreatic clamp the following morning, as previously published (26), with modifications as follows: the following morning at 0400 h, a primed [6,62H2]glucose bolus (6 mg ⋅ kg fat-free mass[FFM]−1) was administered, followed by a 9-h continuous infusion of [6,62H2]glucose (started at 4 mg ⋅ kgFFM−1 ⋅ h−1 then titrated downward over the infusion time period to match anticipated changes in endogenous glucose production [EGP]). At 0600 h, gas exchange was measured by indirect calorimetry for 30 min for REE determination. Then at 0700 h, glucagon (0.001 μg ⋅ kgFFM−1 ⋅ min−1), somatostatin (0.093 μg ⋅ kgFFM−1 ⋅ min−1), and growth hormone (0.0047 μg ⋅ kgFFM−1 ⋅ min−1) were infused for 6 h. Insulin was infused from 0700 to 1000 h at 0.62 mU ⋅ kgFFM−1 ⋅ min−1 and then from 1000 to 1300 h at 2.3 mU ⋅ kgFFM−1 ⋅ min−1. A 40% dextrose with 2% enrichment of [6,62H2]glucose was infused as needed to maintain blood glucose above 4.7 mmol/L from 0700 to 1000 h and then between 4.7 and 5.3 mmol/L from 1000 to 1300 h. |
Sample Preparation:
Sampleprep ID: | SP000513 |
Sampleprep Summary: | Glucose concentration was measured every 10 min during the insulin clamp with an Analox glucose analyzer (Analox Instruments, London, U.K.). [6,6-2H2]-d-glucose enrichment in the plasma and infusate was measured using gas chromatography–mass spectrometry. As described previously, the steady-state equations of Steele et al. (29) were used to calculate the rate of glucose appearance (Ra) and disappearance (Rd). EGP was calculated as the difference between total glucose Ra and the exogenous glucose infusion rate, peripheral insulin sensitivity was assessed from the rate of glucose infusion required to maintain euglycemia during the high-dose insulin clamp, and hepatic insulin sensitivity was assessed by the extent to which EGP was suppressed from baseline to low-dose hyperinsulinemia (26). |
Combined analysis:
Analysis ID | AN000751 |
---|---|
Analysis type | MS |
Chromatography type | GC |
Chromatography system | Agilent |
Column | Agilent DB5-MS (30m × 0.25mm, 0.25um) |
MS Type | EI |
MS instrument type | Single quadrupole |
MS instrument name | Agilent 5973 |
Ion Mode | POSITIVE |
Units | mole percent enrichment |
Chromatography:
Chromatography ID: | CH000539 |
Chromatography Summary: | Glucose concentration was measured every 10 min during the insulin clamp with an Analox glucose analyzer (Analox Instruments, London, U.K.). [6,6-2H2]-d-glucose enrichment in the plasma and infusate was measured using gas chromatography–mass spectrometry. As described previously, the steady-state equations of Steele et al. (29) were used to calculate the rate of glucose appearance (Ra) and disappearance (Rd). EGP was calculated as the difference between total glucose Ra and the exogenous glucose infusion rate, peripheral insulin sensitivity was assessed from the rate of glucose infusion required to maintain euglycemia during the high-dose insulin clamp, and hepatic insulin sensitivity was assessed by the extent to which EGP was suppressed from baseline to low-dose hyperinsulinemia (26). |
Instrument Name: | Agilent |
Column Name: | Agilent DB5-MS (30m × 0.25mm, 0.25um) |
Chromatography Type: | GC |
MS:
MS ID: | MS000665 |
Analysis ID: | AN000751 |
Instrument Name: | Agilent 5973 |
Instrument Type: | Single quadrupole |
MS Type: | EI |
Ion Mode: | POSITIVE |