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1.
BMC Complement Med Ther ; 23(1): 200, 2023 Jun 17.
Article in English | MEDLINE | ID: mdl-37330478

ABSTRACT

BACKGROUND: Chronic heart failure (CHF) is actually a disease caused by an imbalanced energy metabolism between myocardial energy demand and supply, ultimately resulting in abnormal myocardial cell structure and function. Energy metabolism imbalance plays an important role in the pathological process of chronic heart failure (CHF). Improving myocardial energy metabolism is a new strategy for the treatment of CHF. Shengxian decoction (SXT), a well-known traditional Chinese medicine (TCM) formula, has good therapeutic effects on the cardiovascular system. However, the effects of SXT on the energy metabolism of CHF is unclear. In this study, we probed the regulating effects of SXT on energy metabolism in CHF rats using various research methods. METHODS: High-performance liquid chromatography (HPLC) analysis was used to perform quality control of SXT preparations. Then, SD rats were randomly assigned into 6 groups: sham, model, positive control (trimetazidine) and high-, middle-, and low-dose SXT groups. Specific reagent kits were used to detect the expression levels of ALT and AST in rats' serum. Echocardiography was used to evaluate cardiac function. H&E, Masson and TUNEL staining were performed to examine myocardial structure and myocardial apoptosis. Colorimetry was used to determine myocardial ATP levels in experimental rats. Transmission electron microscopy was used to observe the ultrastructure of myocardial mitochondria. ELISA was used to estimate CK, cTnI, and NT-proBNP levels, and LA、FFA、MDA、SOD levels. Finally, Western blotting was used to examine the protein expression of CPT-1, GLUT4, AMPK, p-AMPK, PGC-1α, NRF1, mtTFA and ATP5D in the myocardium. RESULTS: HPLC showed that our SXT preparation method was feasible. The results of ALT and AST tests indicate that SXT has no side effect on the liver function of rats. Treatment with SXT improved cardiac function and ventricular remodelling and inhibited cardiomyocyte apoptosis and oxidative stress levels induced by CHF. Moreover, CHF caused decrease ATP synthesis, which was accompanied by a reduction in ATP 5D protein levels, damage to mitochondrial structure, abnormal glucose and lipid metabolism, and changes in the expression of PGC-1α related signal pathway proteins, all of which were significantly alleviated by treatment with SXT. CONCLUSION: SXT reverses CHF-induced cardiac dysfunction and maintains the integrity of myocardial structure by regulating energy metabolism. The beneficial effect of SXT on energy metabolism may be related to regulating the expression of the PGC-1α signalling pathway.


Subject(s)
AMP-Activated Protein Kinases , Heart Failure , Rats , Animals , Rats, Sprague-Dawley , AMP-Activated Protein Kinases/metabolism , Heart Failure/drug therapy , Myocardium/metabolism , Adenosine Triphosphate/metabolism
2.
Article in English | MEDLINE | ID: mdl-37030733

ABSTRACT

Major depressive disorder (MDD) is a prevalent mental health condition and has become a pressing societal challenge. Early prediction of treatment response may aid in the rehabilitation engineering of depression, which is of great practical significance for the relief of suffering and burden of MDD. In this paper, we present a sequence modeling approach that uses data collected by passive sensing techniques to predict patients with an outcome of treatment responded defined by the reduction in clinical administrated scales. Hundreds of patients with MDD have been recruited from outpatient clinics at 4 psychiatric sites. Each has been delivered with a self-developed app to passively record their daily phone usage and physical data with minimal human action. An unavoidable dilemma in passive sensing is missing values. To overcome that, the proposed approach combined feature extraction and sequence modeling methods to fully utilize the pattern of missing values from longitudinal data. With no treatment constraints, it enables us to predict the treatment response of MDD 8-10 weeks before the completion of the treatment course, leaving time for preventative measures. Our work explored the feasibility of treatment response prediction using longitudinal passive sensing data and sparse ground truth, and also has the potential for preventing depression by forecasting treatment outcomes weeks in advance.


Subject(s)
Depressive Disorder, Major , Humans , Depressive Disorder, Major/therapy , Treatment Outcome
3.
J Diabetes Res ; 2021: 5578216, 2021.
Article in English | MEDLINE | ID: mdl-34825006

ABSTRACT

OBJECTIVE: To study the effect of liraglutide on the thickness of epicardial adipose tissue (EAT) in type 2 diabetes mellitus (T2DM) patients with abdominal obesity. METHODS: Abdominal obesity T2DM patients with poor glycemic control were collected and treated with liraglutide. The changes of blood glucose, blood lipid, waist circumference, body mass index (BMI), and EAT thickness were compared after 3 months of treatment with liraglutide. Cardiac magnetic resonance imaging (MRI) was used to measure EAT thickness. RESULTS: After 3 months of treatment with liraglutide, glycosylated hemoglobin (HbA1c) decreased from 9.81 ± 1.46% to 6.94 ± 1.29% (95%CI = 2.14-3.59, p < 0.001). The weight decreased from 91.67 ± 16.29 kg to 87.29 ± 16.43 kg (95%CI = 2.97-5.79, p < 0.001). Waist circumference before treatment was 103.69 ± 9.14 cm, and after treatment was 96.42 ± 8.42 cm (95%CI = 5.04-9.50, p < 0.001). Total cholesterol (TC), triglyceride (TG), and low-density lipoprotein cholesterol (LDL-C) were significantly lower than those before treatment. TC decreased from 5.34 ± 1.05 mmol/L to 4.86 ± 0.97 mmol/L (95%CI = 0.15-0.82, p < 0.001). TG was 1.89 (1.48-3.17) and then to 1.92 ± 0.69 (p = 0.03). LDL-C decreased from 3.39 ± 0.84 mmol/L to 3.01 ± 0.74 mmol/L (95%CI = 0.17-0.59, p = 0.001). HDL-C increased by 1.7% after treatment, with no significant difference (p = 0.062). More importantly, the thickness of EAT decreased from 5.0 (5.0-7.0) mm to 3.95 ± 1.43 mm (p < 0.001) after liraglutide administered for 3 months. CONCLUSION: Liraglutide significantly reduces EAT thickness in T2DM with abdominal obesity, which provides theoretical support for the cardiovascular benefits of liraglutide.


Subject(s)
Adipose Tissue/drug effects , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Incretins/therapeutic use , Liraglutide/therapeutic use , Obesity, Abdominal/drug therapy , Adipose Tissue/diagnostic imaging , Adipose Tissue/metabolism , Adipose Tissue/physiopathology , Adult , Biomarkers/blood , Blood Glucose/drug effects , Blood Glucose/metabolism , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/physiopathology , Female , Glycated Hemoglobin/metabolism , Humans , Hypoglycemic Agents/adverse effects , Incretins/adverse effects , Lipids/blood , Liraglutide/adverse effects , Male , Middle Aged , Obesity, Abdominal/blood , Obesity, Abdominal/diagnosis , Obesity, Abdominal/physiopathology , Pericardium , Treatment Outcome
5.
Diabetes Metab Syndr Obes ; 14: 1909-1917, 2021.
Article in English | MEDLINE | ID: mdl-33953588

ABSTRACT

PURPOSE: To assess the association of type 2 diabetes mellitus (T2DM) and insulin glargine treatment with bone mineral density (BMD) in Chinese people. METHODS: This retrospective study included 50 subjects with T2DM: 25 received oral glucose-lowering medication (ORL group), and 25 received oral glucose-lowering medication in combination with insulin glargine injection (CGI group). Thirty non-diabetic control subjects were also included. BMD was measured at lumbar vertebrae 1-4 (L1-L4), spine bone mineral density (sBMD) results summary (L2-L4), femoral neck and trochanter by dual-energy x-ray absorptiometry. RESULTS: Compared with non-diabetic controls, people with T2DM had significantly lower mean BMD at L2 (1.073±0.120 vs 0.984±0.158), L3 (1.094±0.129 vs 0.991±0.163) and L4 (1.089±0.130 vs 0.982±0.165) (all P<0.05), significantly lower levels of serum calcium (2.02±0.22 vs 2.27±0.17 mmol/L, P<0.05), PTH (24.19±9.71 vs 31.52±8.96 pg/mL, P<0.05), and higher serum phosphate levels (1.43±0.37 vs 1.20±0.15 mmol/L, P<0.05). The CGI group had higher L2, L3 and L4 BMD and sBMD (L2-L4) (P<0.05), higher serum calcium levels (2.19±0.11 vs 1.98±0.20 mmol/L, P<0.05) and lower serum phosphate levels (1.28±0.20 vs 1.58±0.43 mmol/L, P<0.05) versus the ORL group. BMD and serum calcium levels were associated with the application of insulin glargine. CONCLUSION: These results suggest that insulin glargine may affect bone metabolism in patients diagnosed with T2DM. The study has implications for the selection of hypoglycemic agents for diabetic patients at risk of osteoporosis.

6.
JMIR Mhealth Uhealth ; 9(3): e24365, 2021 03 08.
Article in English | MEDLINE | ID: mdl-33683207

ABSTRACT

BACKGROUND: Major depressive disorder (MDD) is a common mental illness characterized by persistent sadness and a loss of interest in activities. Using smartphones and wearable devices to monitor the mental condition of patients with MDD has been examined in several studies. However, few studies have used passively collected data to monitor mood changes over time. OBJECTIVE: The aim of this study is to examine the feasibility of monitoring mood status and stability of patients with MDD using machine learning models trained by passively collected data, including phone use data, sleep data, and step count data. METHODS: We constructed 950 data samples representing time spans during three consecutive Patient Health Questionnaire-9 assessments. Each data sample was labeled as Steady or Mood Swing, with subgroups Steady-remission, Steady-depressed, Mood Swing-drastic, and Mood Swing-moderate based on patients' Patient Health Questionnaire-9 scores from three visits. A total of 252 features were extracted, and 4 feature selection models were applied; 6 different combinations of types of data were experimented with using 6 different machine learning models. RESULTS: A total of 334 participants with MDD were enrolled in this study. The highest average accuracy of classification between Steady and Mood Swing was 76.67% (SD 8.47%) and that of recall was 90.44% (SD 6.93%), with features from all types of data being used. Among the 6 combinations of types of data we experimented with, the overall best combination was using call logs, sleep data, step count data, and heart rate data. The accuracies of predicting between Steady-remission and Mood Swing-drastic, Steady-remission and Mood Swing-moderate, and Steady-depressed and Mood Swing-drastic were over 80%, and the accuracy of predicting between Steady-depressed and Mood Swing-moderate and the overall Steady to Mood Swing classification accuracy were over 75%. Comparing all 6 aforementioned combinations, we found that the overall prediction accuracies between Steady-remission and Mood Swing (drastic and moderate) are better than those between Steady-depressed and Mood Swing (drastic and moderate). CONCLUSIONS: Our proposed method could be used to monitor mood changes in patients with MDD with promising accuracy by using passively collected data, which can be used as a reference by doctors for adjusting treatment plans or for warning patients and their guardians of a relapse. TRIAL REGISTRATION: Chinese Clinical Trial Registry ChiCTR1900021461; http://www.chictr.org.cn/showprojen.aspx?proj=36173.


Subject(s)
Depressive Disorder, Major , Affect , Depressive Disorder, Major/diagnosis , Humans , Machine Learning , Prospective Studies , Smartphone
7.
J Diabetes Res ; 2021: 8862573, 2021.
Article in English | MEDLINE | ID: mdl-33628837

ABSTRACT

Brachial-ankle pulse wave velocity (baPWV) has been shown to correlate with a host of disorders associated with arterial stiffness. Type 2 diabetes is associated with the involvement of both small vessels and large vessels. Studies on the relevance of baPWV to early diabetic nephropathy are scarce. This retrospective observational case-control study enrolled 120 patients with type 2 diabetes from our medical records. We classified patients into two groups depending on the magnitude of albuminuria: 60 patients with microalbuminuria were classified as the early diabetic nephropathy group (EDN group) and 60 patients without albuminuria were classified as the diabetes without nephropathy group (DWN group). An additional 30 nondiabetic age- and sex-matched controls were also enrolled. Data regarding the lipid profile, blood pressure, baPWV, high-sensitivity C reactive protein (hs-CRP) level, anthropometric measurements, urine albumin/creatinine ratio (UACR), serum creatinine level, and glycemic control indices (i.e., fasting plasma glucose (FPG), postprandial glucose (PPG), and glycosylated hemoglobin (hemoglobin A1c, HbA1c)) were recorded for all enrolled participants. baPWV was significantly higher in the EDN group than in the DWN group. Moreover, baPWV was positively correlated with age, duration of diabetes, obesity, poor glycemic control, and high serum levels of triglycerides (TG), hs-CRP, creatinine, and uric acid as well as a high UACR (all P < 0.01). A significant negative correlation was found between baPWV and high-density lipoprotein levels (P < 0.05). Multivariate regression analysis showed that the hs-CRP level and duration of diabetes most strongly influenced baPWV. baPWV may be a convenient, noninvasive, and reproducible method for detecting early diabetic nephropathy.


Subject(s)
Ankle Brachial Index , Diabetes Mellitus, Type 2/complications , Diabetic Nephropathies/diagnosis , Pulse Wave Analysis , Vascular Stiffness , Adult , Aged , Albuminuria/diagnosis , Albuminuria/etiology , Biomarkers/blood , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Diabetic Nephropathies/blood , Diabetic Nephropathies/etiology , Diabetic Nephropathies/physiopathology , Early Diagnosis , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Prognosis , Retrospective Studies , Risk Factors
8.
J Diabetes Complications ; 34(1): 107468, 2020 01.
Article in English | MEDLINE | ID: mdl-31761418

ABSTRACT

AIMS: To investigate the effect of multifactorial intervention on the urinary albumin to creatinine ratio (UACR) and the estimated glomerular filtration rate (eGFR) in short-duration type 2 diabetes. METHODS: A total of 150 type 2 diabetes patients, with disease duration <1 year and with no evidence of atherosclerosis were randomized to either the intensive intervention group (IG, n = 75), or the conventional group (CG, n = 75) for 7 years. The predefined endpoint of microvascular complications was the progression of renal impairments (the development of albuminuria and the change of eGFR). RESULTS: The incidence of progression to albuminuria (UACR ≥30 mg/g) was 12% in IG and 28% in CG (HR 0.37, 95% CI: 0.19-0.70, P = .0025). eGFR was significantly lower in IG than that in CG in the year 2 (P = .043) and 3 (P = .032) follow-up. Sex, fasting plasma glucose (FPG), HbA1c, and systolic blood pressure (SBP) were independently associated with the UACR (ß = -5.112, P = .015; ß = 0.908, P = .045; ß = 2.087, P = .038; and ß = 2.787, P = .002, respectively); aging was independently associated with eGFR (ß = -0.447, P = .000). CONCLUSIONS: Intensive multifactorial intervention delayed the progression to albuminuria, and reduced eGFR rapidly in early stage of intervention in short-duration type 2 diabetes. FPG, HbA1c, and SBP were risk factors for UACR increase; aging was a risk factor for eGFR decline.


Subject(s)
Albuminuria/therapy , Diabetes Mellitus, Type 2/therapy , Diabetic Nephropathies/therapy , Adult , Aged , Albuminuria/etiology , Albuminuria/pathology , Antihypertensive Agents/administration & dosage , Combined Modality Therapy/methods , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/pathology , Diabetic Nephropathies/pathology , Diet Therapy , Disease Progression , Drug Therapy, Combination/methods , Exercise Therapy , Female , Follow-Up Studies , Glomerular Filtration Rate , Humans , Hypoglycemic Agents/administration & dosage , Hypolipidemic Agents/administration & dosage , Male , Middle Aged , Patient Education as Topic , Renal Insufficiency/etiology , Renal Insufficiency/pathology , Renal Insufficiency/therapy , Risk Reduction Behavior , Time Factors
9.
Clinics (Sao Paulo) ; 74: e736, 2019.
Article in English | MEDLINE | ID: mdl-31038562

ABSTRACT

OBJECTIVE: To assess the efficacy and safety of sitagliptin compared with voglibose added to combined metformin and insulin in patients with newly diagnosed type 2 diabetes (T2DM). METHODS: In this 12-week prospective, randomized, parallel trial, 70 newly diagnosed T2DM patients with glycosylated hemoglobin (HbA1c) ≥9% and/or fasting plasma glucose (FPG) ≥11.1 mmol/L were randomized (1:1) to receive sitagliptin 100 mg per day + metformin + insulin glargine or voglibose 0.2 mg three times daily + metformin + insulin glargine. Change in HbA1c at week 12 was the primary endpoint. RESULTS: The mean baseline HbA1c was 11.0% in the patients. The changes in HbA1c from baseline were -6.00% in the sitagliptin group and -3.58% in the voglibose group, and the between-group difference was -2.42% (95% CI -1.91 to -2.93, p=0.02). The differences in FPG and homeostatic model assessment of ß-cell function (HOMA-ß) and the change in body weight between groups from baseline were -2.95 mmol/L (p=0.04), 43.91 (p=0.01) and -2.23 kg (p=0.01), respectively. One patient (2.9%) in the sitagliptin group and three patients (8.6%) in the voglibose group exhibited hypoglycemia. CONCLUSIONS: Sitagliptin added to combined metformin and insulin therapy showed greater efficacy and good safety regarding hypoglycemia in patients with newly diagnosed T2DM compared with voglibose.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Inositol/analogs & derivatives , Metformin/therapeutic use , Sitagliptin Phosphate/therapeutic use , Adult , Aged , Female , Humans , Inositol/therapeutic use , Male , Middle Aged , Prospective Studies , Treatment Outcome
10.
Curr Med Res Opin ; 35(6): 1091-1096, 2019 06.
Article in English | MEDLINE | ID: mdl-30550344

ABSTRACT

OBJECTIVE: To compare the efficacy and safety of a twice daily injection of insulin aspart (BIAsp) 30 and BIAsp50 in patients with type 2 diabetes mellitus (T2DM) poorly controlled with oral hypoglycemic agents (OHAs). METHODS: In this 12 week prospective, randomized, parallel trial, a total of 80 T2DM patients, 59 ± 10 years old with a disease duration of 9.3 ± 6.6 years and HbA1c >7% despite large doses of metformin and sulfonylurea administration, were randomized to receive BIAsp30 (n = 40) or BIAsp50 (n = 40). The primary endpoint was a change in HbA1c at week 12. RESULTS: The changes in HbA1c from baseline were -2.5% ± 1.0% in the BIAsp50 group and -2.5% ± 1.2% in the BIAsp30 group (p = .897). No difference was observed in the rate of HbA1c target achievement (<7.0%) between BIAsp50 (42.5%) and BIAsp30 (32.5%) (p = .495). The change in fasting plasma glucose (FPG) in the BIAsp50 group was lower than that in the BIAsp30 group (p < .001), while the change in two-hour postprandial blood glucose (2hPBG) was higher and blood glucose excursion was lower in the BIAsp50 group than that in the BIAsp30 group (p < .001, p < .001). A significant improvement in HbA1c was observed with BIAsp50 in subgroups with baseline blood glucose excursion >7.8 mmol/L or 2hPBG >17.6 mmol/L compared with BIAsp30. There were no differences in hypoglycemia or body weight between groups. CONCLUSIONS: Compared with BIAsp30, BIAsp50 showed greater efficacy in patients with baseline BG excursion >7.8 mmol/L or 2hPBG >17.6 mmol/L as well as good safety for hypoglycemia. CLINICAL TRIAL REGISTRATION: ChiCTR-IIR-16008958.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin Aspart/administration & dosage , Aged , Blood Glucose/analysis , Diabetes Mellitus, Type 2/blood , Drug Administration Schedule , Female , Glycated Hemoglobin/analysis , Humans , Injections , Male , Middle Aged , Prospective Studies
11.
Clinics ; 74: e736, 2019. tab, graf
Article in English | LILACS | ID: biblio-1001839

ABSTRACT

OBJECTIVE: To assess the efficacy and safety of sitagliptin compared with voglibose added to combined metformin and insulin in patients with newly diagnosed type 2 diabetes (T2DM). METHODS: In this 12-week prospective, randomized, parallel trial, 70 newly diagnosed T2DM patients with glycosylated hemoglobin (HbA1c) ≥9% and/or fasting plasma glucose (FPG) ≥11.1 mmol/L were randomized (1:1) to receive sitagliptin 100 mg per day + metformin + insulin glargine or voglibose 0.2 mg three times daily + metformin + insulin glargine. Change in HbA1c at week 12 was the primary endpoint. RESULTS: The mean baseline HbA1c was 11.0% in the patients. The changes in HbA1c from baseline were -6.00% in the sitagliptin group and -3.58% in the voglibose group, and the between-group difference was -2.42% (95% CI -1.91 to -2.93, p=0.02). The differences in FPG and homeostatic model assessment of β-cell function (HOMA-β) and the change in body weight between groups from baseline were -2.95 mmol/L (p=0.04), 43.91 (p=0.01) and -2.23 kg (p=0.01), respectively. One patient (2.9%) in the sitagliptin group and three patients (8.6%) in the voglibose group exhibited hypoglycemia. CONCLUSIONS: Sitagliptin added to combined metformin and insulin therapy showed greater efficacy and good safety regarding hypoglycemia in patients with newly diagnosed T2DM compared with voglibose.


Subject(s)
Humans , Male , Female , Adult , Middle Aged , Aged , Diabetes Mellitus, Type 2/drug therapy , Sitagliptin Phosphate/therapeutic use , Hypoglycemic Agents/therapeutic use , Inositol/analogs & derivatives , Metformin/therapeutic use , Prospective Studies , Treatment Outcome , Inositol/therapeutic use
12.
Med Sci Monit Basic Res ; 24: 168-176, 2018 Oct 23.
Article in English | MEDLINE | ID: mdl-30348938

ABSTRACT

BACKGROUND Previous studies have shown that T cell immunoglobulin domain and mucin-3 (Tim-3) and interleukin-17 (IL-17) are implicated in the development of several autoimmune diseases. However, it is unclear whether these proteins contribute to the pathogenesis of systemic lupus erythematosus (SLE). The purpose of this study was to evaluate SLE patient serum Tim-3 and IL-17 levels, and to assess correlations between these proteins and major clinical parameters of SLE. MATERIAL AND METHODS Overall, 55 SLE patients and 55 healthy controls were recruited in a case-control study. Serum Tim-3 and IL-17 levels were quantified using an enzyme-linked immunosorbent assay (ELISA) kit. RESULTS Serum Tim-3 and IL-17 levels in SLE patients were significantly elevated relative to healthy controls (all P<0.05). Serum Tim-3 levels were significantly lower in SLE patients with nephritis than in those SLE without nephritis (P<0.05), while no statistically significant correlation between serum IL-17 and nephritis was detected (P>0.05). Serum Tim-3 with IL-17 levels were positively correlated in SLE patients (rs=0.817, P<0.01); however, no statistically significant correlation was found between serum Tim-3 or IL-17 levels and systemic lupus erythematosus disease activity index (SLEDAI) scores in those with SLE (all P>0.05). In addition, serum Tim-3 was associated with central lesions in SLE patients, while there were no significant correlations between serum Tim-3 or IL-17 levels and other SLE clinical parameters. CONCLUSIONS Increased serum Tim-3 and IL-17 levels and their clinical associations in SLE patients suggest their possible role in this disease.


Subject(s)
Hepatitis A Virus Cellular Receptor 2/analysis , Interleukin-17/analysis , Lupus Erythematosus, Systemic/pathology , Adult , Case-Control Studies , Female , Hepatitis A Virus Cellular Receptor 2/blood , Humans , Immunoglobulin Domains , Interleukin-17/blood , Lupus Erythematosus, Systemic/blood , Lupus Erythematosus, Systemic/metabolism , Male , Middle Aged , Mucin-3 , Severity of Illness Index , T-Lymphocytes/metabolism
13.
JAMA Netw Open ; 1(7): e184521, 2018 11 02.
Article in English | MEDLINE | ID: mdl-30646358

ABSTRACT

Importance: Laboratory data are frequently collected throughout the care of critically ill patients. Currently, these data are interpreted by comparison with values from healthy outpatient volunteers. Whether this is the most useful comparison has yet to be demonstrated. Objectives: To understand how the distribution of intensive care unit (ICU) laboratory values differs from the reference range, and how these distributions are related to patient outcomes. Design, Setting, and Participants: Cross-sectional study of a large critical care database, the Medical Information Mart for Intensive Care database, from January 1, 2001, to October 31, 2012. The database is collected from ICU data from a large tertiary medical center in Boston, Massachusetts. The data are collected from medical, cardiac, neurologic, and surgical ICUs. All patients in the database from all ICUs for 2001 to 2012 were included. Common laboratory measurements over the time window of interest were sampled. The analysis was conducted from March to June 2017. Main Outcomes and Measures: The overlapping coefficient and Cohen standardized mean difference between distributions were calculated, and kernel density estimate visualizations for the association between laboratory values and the probability of death or quartile of ICU length of stay were created. Results: Among 38 605 patients in the ICU (21 852 [56.6%] male; mean [SD] age, 74.5 [55.1] years), 8878 (23%) had the best outcome (ICU survival, shortest quartile length of stay) and 3090 (8%) had the worst outcome (ICU nonsurvival). Distribution curves based on ICU data differed significantly from the hospital standard range (mean [SD] overlapping coefficient, 0.51 [0.32-0.69]). All laboratory values for the best outcome group differed significantly from those in the worst outcome group. Both the best and worst outcome group curves revealed little overlap with and marked divergence from the reference range. Conclusions and Relevance: The standard reference ranges obtained from healthy volunteers differ from the analogous range generated from data from patients in intensive care. Laboratory data interpretation may benefit from greater consideration of clinically contextual and outcomes-related factors.


Subject(s)
Critical Illness/mortality , Intensive Care Units/statistics & numerical data , Length of Stay/statistics & numerical data , Aged , Aged, 80 and over , Boston/epidemiology , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Reference Values
14.
J Diabetes Complications ; 31(8): 1286-1292, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28610945

ABSTRACT

PURPOSE: To analyze the impact of dynamic changes in inflammation on atherosclerosis in short-duration type 2 diabetes after multifactorial intervention. METHODS: In this randomized controlled study, a total of 150 type 2 diabetes patients who had a mean age of 49.8±7.3years, 51% male, with disease duration <1year and without evidence of atherosclerosis were randomized into an intensive intervention group (IG), in which patients received multiple risk factors intervention by the special project team and tried to reach the pre-determined intervention goals, and a conventional group (CG), in which patients received standard diabetes care by the clinic doctor. All patients recieved intervention study for 7 years, then underwent a 3-year observational follow-up study. The primary endpoints were occurrence of subclinical atherosclerosis, defined as the intima-media thickness of the common carotid artery (CC-IMT)≥1.0mm or formation of atherosclerosis plaques, and the occurrence of cardiovascular events. RESULTS: 68 patients in IG and 65 patients in CG completed the 10-year study. The cumulative incidence of subclinical atherosclerosis was 30.7% vs 57.3% (IG vs CG, HR 0.36, 95% CI 0.22-0.60, P<0.0001) and that of cardiovascular events was 12.0% vs 22.7% (IG vs CG, HR 0.46, 95% CI 0.21-0.98, P=0.0516). High sensitivity C-reactive protein (hs-CRP) reduction from baseline to the 10-year follow-up was -1.54mg/L (IG) and -0.67mg/L (CG) with difference (IG minus CG) of -0.87mg/L(95% CI -0.72 to -1.02, P=0.008) and the natural logarithm of serum amyloid A (SAA) reduction was -4.04 (IG) and -1.44 (CG) with difference (IG minus CG) of -2.60 (95% CI -2.30 to -2.90, P=0.002). The decrease in general score of inflammatory markers (combination of hs-CRP and SAA) was independently associated with subclinical atherosclerosis (OR=0.65, P=0.045) and cardiovascular events (OR=0.60, P=0.042). CONCLUSIONS: Dynamic changes in inflammation act as an important factor that affects the occurrence of atherosclerosis in type 2 diabetes patients. Multifactorial intensive intervention can reduce systemic low-grade inflammation and delay the occurrence of atherosclerosis in short-duration type 2 diabetes.


Subject(s)
Atherosclerosis/prevention & control , Diabetes Mellitus, Type 2/therapy , Diabetic Angiopathies/prevention & control , Healthy Lifestyle , Adult , Asymptomatic Diseases/epidemiology , Atherosclerosis/complications , Atherosclerosis/epidemiology , Atherosclerosis/immunology , Biomarkers/blood , Carotid Intima-Media Thickness , China/epidemiology , Combined Modality Therapy , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/immunology , Diabetic Angiopathies/diagnostic imaging , Diabetic Angiopathies/epidemiology , Diabetic Angiopathies/immunology , Disease-Free Survival , Female , Follow-Up Studies , Humans , Inflammation Mediators/blood , Intention to Treat Analysis , Lost to Follow-Up , Male , Middle Aged , Patient Dropouts , Plaque, Atherosclerotic/complications , Plaque, Atherosclerotic/diagnostic imaging , Plaque, Atherosclerotic/immunology , Plaque, Atherosclerotic/prevention & control , Risk Factors
15.
Sci Total Environ ; 541: 1011-1018, 2016 Jan 15.
Article in English | MEDLINE | ID: mdl-26473703

ABSTRACT

Atmospheric bioaerosol particles were collected using a bioaerosol sampler from Oct. 2013 to Aug. 2014 in the coastal region of Qingdao. The total microbes were measured using an epifluorescence microscope after staining with DAPI (4',6-diamidino-2-phenylindole). The concentration of total airborne microbes showed seasonal variation, with the highest value in winter and the lowest in summer. The mean concentration of total microbes was 6.55 × 10(5)Cells/m(3) on non-hazy days. The total microbe concentration increased to 7.09 × 10(5) and 9.00 × 10(5)Cells/m(3) on hazy and foggy days, respectively. The particle sizes of the total microbes presented a bimodal distribution on sunny days, with one peak at 1.1-2.1 µm and another at 4.7-7.0 µm. The size distribution of total microbes showed an increase in the fine fraction on hazy days and an increase in the coarse fraction on foggy days. However, the size distribution became unimodal during a heating period. Spearman correlation analysis showed that temperature and O3 had a significant negative correlation with the airborne microbe concentration, while PM2.5, SO2, NO2, CO and the air quality index (AQI) had significant positive correlations with the airborne microbe concentration during hazy days. The increased number of airborne microbes will affect the air quality on hazy days.


Subject(s)
Air Microbiology , Air Pollutants/analysis , Environmental Monitoring , Weather , Aerosols/analysis , Climate , Indoles , Particle Size , Particulate Matter/analysis , Seasons
16.
Exp Ther Med ; 10(5): 1937-1942, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26640576

ABSTRACT

The aim of the present study was to explore the associations among glycemic excursions, glycated hemoglobin (HbA1c) and high-sensitivity C-reactive protein (hs-CRP) in patients with poorly controlled type 2 diabetes mellitus (T2DM) using a continuous glucose monitoring system (CGMS). Sixty-three patients with T2DM whose HbA1c levels were >7% wore a CGMS device for 72 h. According to their HbA1c levels, patients were divided into three groups as follows: Group A (HbA1c ≤9.32%), group B (9.32%< HbA1c ≤11.76%) and group C (HbA1c >11.76%). Patients were also divided into two groups according to the mean amplitude of glycemic excursions (MAGE) as follows: Low glycemic excursion group (MAGE, <3.9 mmol/l) and high glycemic excursion group (MAGE, ≥3.9 mmol/l). Clinical data and the hs-CRP levels in different groups were compared. No significant difference was observed in the MAGE among groups A, B and C (P>0.05). The level of hs-CRP was significantly higher in group C compared with that in groups A and B, and in group B compared with that in group A (P<0.05). Multivariate stepwise regression analysis indicated that HbA1c correlated with hs-CRP (P<0.05). MAGE and HbA1c were independent indices for the assessment of glycemic control. In addition, HbA1c had a considerable effect on the serum hs-CRP level.

17.
Zhonghua Yi Xue Za Zhi ; 95(24): 1930-3, 2015 Jun 23.
Article in Chinese | MEDLINE | ID: mdl-26710696

ABSTRACT

OBJECTIVE: To compare the efficacy, safety and efficiency of sensor augmented insulin pump (SAP) versus double-C therapy in poorly controlled type 2 diabetes (T2DM). METHODS: A total of 81 patients with T2DM, HbA1c ≥ 9%, were divided randomly into SAP or continuous subcutaneous insulin infusion and retrospective continuous glucose monitoring (double C) group for both 6 days. RESULTS: In both groups, mean blood glucose (MBG), mean amplitude of glycemic excursion (MAGE) and 24 h area under the curve at 10 (AUC10) significantly decreased after therapy (P < 0.05). These parameters in SAP group were lower than those in double C group (P < 0.05). No significant difference existed in 24 h area under the curve at 3.9 (AUC3.9) (P > 0.05). Compared with double C group, time spend to-blood glucose-target was shorter and in-target range proportion higher in SAP group (P < 0.05). Logistic regression analysis showed that 2 h C peptide (CP)/fasting C peptide (FCP), HbA1c and sensor alert on (all P < 0.05) were independently correlated with up-to blood glucose target. CONCLUSION: Compared with double C, SAP therapy may decrease blood glucose (BG), reduce glucose fluctuation and improve up-to target proportions without a higher risk of hypoglycemia.


Subject(s)
Diabetes Mellitus, Type 2 , Blood Glucose , Humans , Hyperinsulinism , Hypoglycemia , Insulin , Insulin Infusion Systems , Retrospective Studies
18.
Mol Med Rep ; 10(2): 1096-102, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24859808

ABSTRACT

The present study evaluated the efficacy of switching from premixed insulin or an insulin analogue to insulin glargine plus oral antidiabetic drugs (OADs) in patients with type 2 diabetes mellitus (T2DM). The feasibility and suitability of the regimen to the patients was examined based on islet function. Patients with T2DM (n=30) treated with stable doses of premixed insulin or an insulin analogue for eight weeks were divided into two groups according to islet function. Group A had a 2 h of C peptide (2hCP)/fasting C peptide (FCP) ratio ≤3, whereas group B had a 2hCP/FCP ratio >3. Eight weeks following the switch to insulin glargine plus OADs, a significant decrease in fasting blood glucose (FBG), 2 h postprandial blood glucose (2hPBG) and glycosylated­haemoglobin (HbA1c) were observed in the two groups, with effective rates of 75, 42.9 and 39.3%, respectively. A distinct reduction in the insulin dose was particularly evident in group B. There was a marked decrease in FBG in group A, more so than that observed in group B. By contrast, the decrease in HbA1c was more evident in group B following the switch. A larger number of patients in group B had HbA1c≤7.0%, compared with group A. No difference in the incidence of hypoglycaemia and change of body weight were observed. Following the switch to insulin glargine plus OADs, patients with T2DM demonstrated improved blood glucose control and reduced insulin dosage. The results revealed that this switch in regimen is more suitable for patients with T2DM with 2hCP/FCP>3 and that administration of insulin glargine plus OADs is more efficacious for patients with T2DM with increased FBG levels.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Insulin, Long-Acting/therapeutic use , Insulin/therapeutic use , Administration, Oral , Adolescent , Adult , Aged , Blood Glucose/analysis , Diabetes Mellitus, Type 2/physiopathology , Female , Glycated Hemoglobin/analysis , Humans , Insulin Glargine , Islets of Langerhans/physiopathology , Male , Middle Aged , Time Factors , Young Adult
19.
Diabetes Care ; 36(4): 978-84, 2013 Apr.
Article in English | MEDLINE | ID: mdl-23230099

ABSTRACT

OBJECTIVE: To explore whether intensified, multifactorial intervention could prevent macrovascular disease in patients with recently diagnosed type 2 diabetes. RESEARCH DESIGN AND METHODS: A total of 150 type 2 diabetic patients, with disease duration of <1 year and without clinical arteriosclerotic disease or subclinical atherosclerotic signs confirmed by ultrasonographic scanning of three conducting arteries, were randomized into an intensive intervention group and a conventional intervention group. They then received intensive, multifactorial intervention or conventional intervention over 7 years of follow-up. The patients' common carotid intima-media thicknesses (CC-IMTs) were measured every year. The primary outcome was the time to the first occurrence of CC-IMTs ≥1.0 mm and/or development of atherosclerosis plaques in the carotid artery. The secondary outcome was clinical evidence of cardiovascular disease. RESULTS: A total of 70 patients in the intensive group and 68 patients in the conventional group completed the 7-year follow-up. Subclinical macrovascular (primary) outcomes occurred in seven cases in the intensive group and 22 cases in the conventional group for a cumulative prevalence of 10.00 and 32.35%, respectively (P < 0.05). No significant differences between the two groups were observed regarding the secondary outcome. CONCLUSIONS: Primary prevention of macrovascular diseases can be achieved through intensified, multifactorial intervention in patients with short-duration type 2 diabetes. Type 2 diabetic patients should undergo intensive multifactorial interventions with individual targets for the prevention of macrovascular diseases.


Subject(s)
Cardiovascular Diseases/prevention & control , Diabetes Mellitus, Type 2/complications , Adult , Aged , Atherosclerosis/prevention & control , Carotid Intima-Media Thickness , Diabetes Complications , Female , Humans , Male , Middle Aged
20.
Chin Med J (Engl) ; 122(21): 2560-6, 2009 Nov 05.
Article in English | MEDLINE | ID: mdl-19951570

ABSTRACT

BACKGROUND: A five-year follow-up study of intensive multifactorial intervention was undertaken to assess the changes of circulating serum amyloid A (SAA) levels and the incidence of atherosclerosis (AS) in patients with short-duration type 2 diabetes mellitus (T2DM) without macroangiopathy, and whether intensive multifactorial intervention could prevent or at least postpone the occurrence of macroangiopathy. METHODS: Among 150 patients with short-duration T2DM, 75 were assigned to receive conventional outpatient treatment (conventional group) and the others underwent intensive multifactorial integrated therapy targeting hyperglycemia, hypertension, dyslipidemia and received aspirin simultaneously (intensive group). RESULTS: Plasma SAA levels were higher in diabetic patients than those in healthy control subjects, and decreased obviously after intensive multifactorial intervention. The levels of SAA were positively correlated with body mass index (BMI), waist hip ratio (WHR), triglyceride (TG), high sensitive C-reactive protein (hs-CRP) and common carotid intima-media thickness (CC-IMT). The standard-reaching rates of glycemia, blood pressure and lipidemia were significantly higher in intensive group than those of conventional group. The incidence of macroangiopathy decreased by 58.96% in intensive group compared with conventional group. CONCLUSIONS: Intensive multifactorial intervention may significantly reduce the SAA levels and prevent the occurrence of AS in short-duration patients with T2DM. SAA might be one of the risk factors of T2DM combined with AS.


Subject(s)
Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/metabolism , Diabetic Angiopathies/etiology , Serum Amyloid A Protein/metabolism , Adult , Aged , Antihypertensive Agents/pharmacology , Antihypertensive Agents/therapeutic use , Blood Glucose/metabolism , C-Reactive Protein/metabolism , Diabetes Mellitus, Type 2/drug therapy , Female , Humans , Hypoglycemic Agents/pharmacology , Hypoglycemic Agents/therapeutic use , Hypolipidemic Agents/pharmacology , Hypolipidemic Agents/therapeutic use , Male , Middle Aged , Multivariate Analysis , Triglycerides/blood , Tunica Media/drug effects
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