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15 protocols using model hem 752 fuzzy

1

Comprehensive Cardiometabolic Evaluation

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Demographic characteristics, lifestyle information and previous medical history were obtained by trained investigators through a standard questionnaire. BMI was calculated as weight (kg) divided by height squared (m2). Blood pressure (BP) was measured 3 times consecutively (OMRON Model HEM-752 FUZZY, Omron Company, Dalian, China), and the average reading was used for analysis. After an overnight fasting, venous blood samples were collected between 07:00 and 09:00 for measurement of fasting blood glucose (FBG), creatinine and lipid profiles (TC, TG, LDL-C and HDL-C). Postprandial blood glucose (PBG) was measured after subjects had completed a 75-g OGTT. HbA1c was measured by high-performance liquid chromatography (VARIANT II and D-10 Systems, BIO-RAD, USA).
The estimated GFR (eGFR) was calculated from creatinine levels using the CKD-EPI formula [12] (link).
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2

Comprehensive Body Composition Analysis

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Body shape parameters included basal metabolic rate (BMR), body fat content (BFC), body fat percentage (BFP), visceral fat area (VFA) and BW were measured with the Korean JAWON body composition analyzer ioi353.
The BMI was calculated as the weight (kg) divided by the height squared (m 2 ). Waist circumference (WC) was measured with a non-stretchable tape over the unclothed abdomen at the narrowest point between the lowest rib and the iliac crest. Two measures were obtained and the mean (centimeters) was calculated for analyses. The blood pressure (BP) was consecutively measured thrice (OMRON Model HEM-752 FUZZY, Omron Company, Dalian, Liaoning, China), and the mean was calculated for further use.
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3

Comprehensive Metabolic Profiling Protocol

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The demographic characteristics, lifestyle information and medical history were obtained by trained investigators through a standard questionnaire. Body mass index (BMI) was calculated as the subject’s weight (kg) divided by their height squared (m2). Blood pressure (BP) was consecutively measured 3 times (OMRON Model HEM-752 FUZZY, Omron Company, Dalian city, Liaoning Province, China). After an overnight fast, venous blood samples were collected for measurement of fasting blood glucose (FPG), and postprandial blood glucose (PBG) was measured after participants had completed a 75-g oral glucose tolerance test (OGTT). The creatinine and lipid profiles (total cholesterol (TC), triglycerides (TG), low-density lipoprotein-C (LDL-C) and high-density lipoprotein-C (HDL-C)) and the HbA1c levels were measured using high-performance liquid chromatography (VARIANT II and D-10 Systems, BIO-RAD, Hercules, CA, USA). The eGFR was calculated from the creatinine levels using the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) formula [15 (link)].
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4

Automated Measurements of Cardiovascular Risk

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BP measurements were obtained using an automated electronic device (Omron Model HEM-752 Fuzzy; Omron, Tokyo, Japan). HDL cholesterol, LDL cholesterol, and triglycerides were measured at the central laboratory using enzymatic methods with an autoanalyzer (cobas c 701; Roche, Mannheim, Germany).
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5

Metabolic Profiling and Risk Assessment

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A standard questionnaire was used by trained investigators to collect data regarding the demographic characteristics, lifestyle and previous medical histories of the subjects. Body mass index (BMI) was calculated as weight (kg) divided by height squared (m2). Blood pressure (BP) was measured 3 consecutive times (OMRON Model HEM-752 FUZZY, Omron Company, Dalian, China) on the left arm after the subjects had remained seated for at least 5 min; the average reading was used for the analysis. After at least 10 h of overnight fasting, venous blood samples were collected between 07∶00 and 09∶00 to measure the FPG, fasting insulin, cholesterol, triglycerides and creatinine levels. The 2hPG was measured after the subjects had completed a 75-g OGTT. HbA1c was measured by high-performance liquid chromatography (VARIANT II and D-10 Systems, BIO-RAD, USA). The homeostasis model assessment of insulin resistance (HOMA-IR) index was calculated as follows: fasting insulin concentration (mIU/L)×FPG concentration (mmol/L)/22.5 [13] (link). The eGFR was calculated from the creatinine levels using the CKD-EPI formula [14] (link) as shown in Table 1.
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6

Comprehensive Lifestyle and Health Assessment

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Information about demographics, lifestyles, diseases history, and medication use were collected through a standard questionnaire. Individuals who consumed alcohol or smoked cigarettes regularly in the past 6 months were regarded as current drinking or smoking. Physical activity was evaluated using International Physical Activity Questionnaire23 and divided into three levels on the basis of metabolic equivalent (MET): vigorous (≥3000 MET‐min/week), moderate (600–2999 MET‐min/week), and mild (≤599 MET‐min/week).24, 25Body weight, height, diastolic blood pressure (DBP), systolic blood pressure (SBP), fat‐free mass, and fat mass were measured using a standard protocol. Three seated SBP and DBP at nondominant arm were measured consecutively with 1 min intervals after 10 min of rest (OMRON Model HEM‐752 FUZZY, Omron Company, Dalian, China). These three measurements were averaged for analysis. Fat‐free mass and fat mass were evaluated on a body composition analyzer (Tanita TBF‐300, Japan) by bioelectrical impedance analysis.
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7

Cardiometabolic Risk Factors Measurement

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Waist circumference (WC), neck circumference (NC), and hip circumference (HC) were measured as previously described [6 (link)]. BMI was calculated as weight in kilograms divided by height in meters squared (kg/m2). Systolic and diastolic blood pressure (SBP and DBP) were measured in triplicate on the same day after a rest period of at least 10 min, using an automated electronic device (Omron Model HEM-752 Fuzzy, Omron Company). For each participant, a fasting blood sample was drawn from the antecubital vein the morning after polysomnographic monitoring. Fasting blood glucose (FBG), TC, TG, HDL-C, LDL-C, APOA, APOB, and apolipoprotein E (APOE) were measured in the hospital laboratory using an autoanalyzer (H-7600; Hitachi, Tokyo, Japan). Fasting levels of insulin in the serum were measured using an immunoassay diagnostic system. Insulin resistance was calculated using the homeostasis model assessment method (HOMA-IR) as previously described: fasting serum levels of insulin (μU/mL) × fasting plasma levels of glucose (mmol/L)/22.5.
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8

Diabetes Biomarkers in Clinical Research

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The computerized patient record system of Qilu Hospital was used to collect data regarding the demographic characteristics and previous medical histories of subjects. Antidiabetic medications were included in the following categories: insulin, insulin secretagogues, and others (thiazolidinedione (TZD), metformin, and alpha glucosidase inhibitor). BMI was determined by dividing the weight by the height squared (kg/m2). Blood pressure (BP) was measured 3 consecutive times (OMRON Model HEM-752 FUZZY, Omron Company, Dalian, China) using the left arm after the subject had remained seated for at least 5 min, and the average reading was used for the analysis. Fasting blood samples were collected after a 10-hour fast and before the ingestion of breakfast and medication. FBG, total cholesterol (TC), triglycerides (TGs), low-density lipoprotein cholesterol (LDL-C), and high-density lipoprotein cholesterol (HDL-C) levels were measured by an automatic analyzer (TOSHIBA TBA-40F, Toshiba, Japan). HbA1C was measured by high-performance liquid chromatography (BIO–RAD VARIANT II, Bio-Rad, USA). Plasma betatrophin levels were determined by an ELISA (Wuhan Eiaab Science, Wuhan, China; Catalogue number E11644h). Plasma irisin levels were measured by ELISA (Phoenix Pharmaceuticals, Inc., Burlingame, USA; Catalogue number EK-067-29).
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9

Comprehensive Lifestyle and Biomarker Assessment

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We used a standard questionnaire to collect lifestyle factors including habits of smoking, drinking and physical activity, etc. The current smoking or drinking status was defined as “yes” if the subject smoked at least one cigarette or consumed alcohol at least once a week in the past 6 months. Physical activity at leisure time was assessed using the short form of the International Physical Activity Questionnaire [27 (link)] by adding questions on the duration of mild/moderate/vigorous activities per day. Body mass index (BMI) was calculated as body weight in kilograms divided by height squared in meters (kg/m2). Systolic and diastolic blood pressure (SBP and DBP) were measured in triplicate on the same day after at least 10-min rest using an automated electronic device (OMRON Model HEM-752 FUZZY, Omron Company, Dalian, China).
Fasting serum triglycerides (TG), total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C) and high-density lipoprotein cholesterol (HDL-C) were measured by the clinical chemistry diagnostic system (C16000, Abbott Laboratories, Illinois, USA). Plasma glycated hemoglobin A1c (HbA1c) was measured by high-performance liquid chromatography using the VARIANT II Hemoglobin Testing System (Bio-Rad Laboratories).
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10

Comprehensive Metabolic Profiling Protocol

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Demographic and lifestyle information was collected from a standard questionnaire by face‐to‐face interview. Current smoking status and alcohol intake were reported as binary variables (yes, no). Body mass index (BMI) was defined as weight (kg) divided by squared body height (m2). Blood pressure was measured for all participants using OMRON Model HEM‐752 FUZZY (Omron Company, Dalian, China) from the left arm three consecutive times after they were seated for >5 min. The mean of three readings was used for further statistics. Fasting blood glucose, triglyceride, high‐density lipoprotein cholesterol and creatinine were measured with overnight fasting venous blood samples. The 2‐h plasma glucose was assayed when the participants underwent a 75‐g oral glucose tolerance test. High‐performance liquid chromatography (VARIANT II and D‐10 Systems; Bio‐Rad, Hercules, California, USA) was taken to assay hemoglobin A1c. eGFR was calculated by the Chronic Kidney Disease Epidemiology Collaboration (CKD‐EPI) equation based on creatinine levels17. All relevant data are presented in Supplemental Files‐data.xls.
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