Validation of a system for automatic quantitative analysis of laboratory mice behavior based on locomotor pose.

Automatic recognition and accurate quantitative analysis of rodent behavior play an important role in brain neuroscience, pharmacological and toxicological. Currently, most behavior recognition systems used in experiments mainly focus on the indirect measurements of animal movement trajectories, while neglecting the changes of animal body pose that can indicate more psychological factors. Thus, this paper developed and validated an hourglass network-based behavioral quantification system (HNBQ), which uses a combination of body pose and movement parameters to quantify the activity of mice in an enclosed experimental chamber. In addition, The HNBQ was employed to record behavioral abnormalities of head scanning in the presence of food gradients in open field test (OFT). The results proved that the HNBQ in the new object recognition (NOR) experiment was highly correlated with the scores of manual observers during the latent exploration period and the cumulative exploration time. Moreover, in the OFT, HNBQ was able to capture the subtle differences in head scanning behavior of mice in the gradient experimental groups. Satisfactory results support that the combination of body pose and motor parameters can regard as a new alternative approach for quantification of animal behavior in laboratory.

Enhancing methanogenesis from anaerobic digestion of propionate with addition of Fe oxides supported on conductive carbon cloth.

In this study, a Fe2O3 supported on conductive carbon cloth (FC) was prepared and supplemented into anaerobic digestion reactors to improve propionate degradation. In the FC-supplemented reactors, the cumulative methane production and propionate degradation increased by 15.4% and 19.67% compared with those of the control, respectively. Less methane production with H2/CO2 as the sole substrate in the culture taken from the FC reactors suggested that interspecies hydrogen transfer in the FC reactors was weaker. These results suggested that direct interspecies electron transfer (DIET) was established in the FC reactors to improve the performance. Fe2O3 increased the secretion of electron shuttle components of extracellular polymeric substances to increase electron exchange capacity of biomass of the FC reactors, which further facilitated the DIET. Analysis on microbial communities confirmed that the abundance of microorganisms-related DIET in the FC reactors was higher than that in the control.

Glucagon secretion is increased in patients with Type 2 diabetic nephropathy.

AIMS: Currently little is known about the relationship between renal function, albuminuria and glucagon; we analyzed the secretion of glucagon (GLA) and C-peptide in Type 2 diabetic patients with different degrees of nephropathy. METHODS: 357 patients with Type 2 diabetes including 119 cases without nephropathy and 238 cases with nephropathy were divided into four groups according to the stages of diabetic nephropathy. Patients with diabetic nephropathy were further classified according to the level of estimated glomerular filtration rate (eGFR). OGTT and insulin, C-peptide, glucagon releasing tests were performed in all patients. Characteristics of glucagon and C-peptide secretion in different groups were compared. Glucagon/glucose ratio (GLA/GLU) and glucagon/insulin ratio (GLA/INS) were used to represent the inhibition of glucose or insulin on glucagon secretion, respectively. RESULTS: With the progress of diabetic nephropathy, glucagon level increased significantly; the glucagon peak after glucose load delayed from 60 min to 120 min, whereas C-peptide level decreased significantly. Related factors analysis suggested that glucagon was independently correlated with eGFR. Further analysis showed that glucagon level was higher in group with eGFR<60 ml/min compared with that in group with eGFR≥60 ml/min. In addition, both GLA/INS and GLA/GLU were higher in group with eGFR<60 ml/min compared with those in group with eGFR≥60 ml/min. CONCLUSIONS: Patients with Type 2 diabetic nephropathy have worsened islet alpha and beta cell function. Therefore medications based on the regulation of glucagon secretion may improve glycemic control and also be beneficial for delaying the progress of diabetic nephropathy.

[Correlation study between obesity and dawn phenomenon in patients with type 2 diabetes].

OBJECTIVE: To investigate the correlation between the frequency of dawn phenomenon and obesity in patients with type 2 diabetes. METHODS: This study was conducted in 98 patients with type 2 diabetes admitted to the Metabolic Disease Hospital of Tianjin Medical University from 2011 to 2014. The subjects were divided into 3 groups according to BMI: the normal weight (BMI 18.5-23.9 kg/m(2), n = 30), the overweight(BMI 24-27.9 kg/m(2), n = 33)and the obesity (BMI ≥ 28.0 kg/m(2), n = 35). All participants underwent continuous glucose monitoring for 72 h. Fasting plasma glucose(FPG), insulin and C-peptide were tested. Frequency of dawn phenomenon among the 3 groups was calculated, and the correlations between dawn phenomenon and its related factors were analyzed. RESULTS: The frequency of dawn phenomenon in type 2 diabetes increased with the increase of BMI in the 3 groups (P < 0.05) with 33.3% in the normal weight, 78.8% in the overweight and 88.6% in the obesity groups, respectively. The dawn phenomenon was positively correlated with BMI (r = 0.424, P < 0.05), Homeostasis model assessment of insulin resistance(HOMA-IR) (r = 0.781, P < 0.05), waist circumference (r = 0.394, P < 0.05), fasting C-peptide (r = 0.254, P < 0.05)and TG (r = 0.220, P < 0.05). It was negatively correlated with the course of diabetes mellitus (r = -0.278, P<0.05) and HDL-C (r = -0.268, P < 0.05). No correlation could be viewed between the dawn phenomenon and age, LDL-C, glycosylated hemoglobin A1c(HbA1c), TC and FPG (P > 0.05). CONCLUSIONS: The dawn phenomenon is closely associated with obesity and insulin resistance. The frequency of dawn phenomenon increases with BMI.

[Association between sleep disorder and osteoporosis in elderly female patients with type 2 diabetes mellitus].

OBJECTIVE: To explore the association between sleep disorder and osteoporosis in elderly female patients with type 2 diabetes mellitus (T2DM). METHODS: A total of 536 elderly female T2DM patients from July 2011 to July 2014 were divided into two groups of patients without sleep disorder and those with sleep disorder based upon the Pittsburgh Sleep Quality Index. The bone mineral density of femoral neck, Wards triangle, greater trochanter and lumbar spines (L2-L4) were measured by dual-energy X-ray absorptiometry. Biochemical indicators were detected in two groups. Oral glucose tolerance and insulin releasing tests were performed. We compared the differences of bone mineral density and ß-cell function after fasting and glucose-load. The logistic regression analyses were performed between sleep disorder and osteoporosis and other indicators. RESULTS: The levels of high sensitivity C-reactive protein (hs-CRP), HbA1c, cortisol (COR), adrenocorticotropic hormone (ACTH), fasting insulin (FINS) and homeostasis model assessment-estimated insulin resistance (HOMA-IR) were significantly higher in patients with sleep disorder compared to those without sleep disorder [(3.5 ± 1.1) vs (2.6 ± 0.9) mg/L, (8.0 ± 1.9)% vs (7.3 ± 1.6)%, (512 ± 88) vs (436 ± 76) nmol/L, (6.4 ± 2.3) vs (5.1 ± 2.0) pmol/L, (13.4 ± 4.3) vs (12.4 ± 4.0) mU/L, 4.7 ± 0.8 vs 3.8 ± 0.8, all P < 0.05]. Insulin sensitivity index (ISI) was lower in patients with sleep disorder than that in patients without sleep disorder (-4.2 ± 0.5 vs -4.0 ± 0.4, P < 0.05). The bone mineral density of femoral neck, Wards triangle, greater trochanter and lumbar spines (L2-L4) were significantly lower and the prevalence rate of osteoporosis was significantly higher in patients with sleep disorder compared to those in patients without sleep disorder (all P < 0.05). Logistic regression analysis showed that sleep disorder was positively correlated with HOMA-IR, HbA1c, COR and ACTH (all P < 0.05) and negatively with ISI (P < 0.05). Logistic regression analysis showed that osteoporosis was positively correlated with postmenopausal duration, HbA1c, COR, ACTH and sleep disorder (all P < 0.05) and negatively with ISI (P < 0.05). CONCLUSION: Sleep disorder causes osteoporosis through various mechanisms in elderly female T2DM patients. Improving sleep disorder may help to reduce the prevalence of osteoporosis.

[Association between retinopathy and sleep disorder in patients with type 2 diabetes mellitus].

OBJECTIVE: To explore the association between retinopathy and sleep disorder in patients with type 2 diabetes mellitus (T2DM). METHODS: A total of 440 patients with T2DM treated from July 2011 to July 2013 in Metabolic Disease Hospital of Tianjin Medical University were divided into 2 groups according to Pittsburgh Sleep Quality Index: non-sleep disorder group (258 cases) and sleep disorder group (182 cases). Biochemical parameters including hepatorenal function, blood lipids, glycosylated hemoglobin (HbA1c), fructosamine and hemorrheology were detected. Oral glucose tolerance test, insulin releasing test and glucagon releasing test were performed to detect the inteR-group differences of α-cell and ß-cell function after fasting and glucose-load management. The logistic regression analysis was performed to identify the factors relevant to retinopathy. RESULTS: The ratio of retinopathy was 42.9% in sleep disorder group, which was higher compared to those in non-sleep disorder group (32.6%), P=0.027. The levels of fasting plasma glucose, postprandial blood glucose, HbA1c, fructosamine, systolic blood pressure, diastolic blood pressure and the indicators of hemorrheology (plasma viscosity, erythrocyte aggregation index, erythrocyte rigidity index, fibrinogen) were significantly higher in patients with sleep disorder compared to those without sleep disorder, while the erythrocyte defomation index was significantly lower in sleep disorder group (all P<0.05). The levels of glucagon and glucagon/insulin ratio at each time point as well as area under curve of glucagon were significantly higher in sleep disorder group (all P<0.05). The levels of fasting insulin, homeostasis model assessment for insulin resistance index (HOMA-IR) and area under curve of insulin were significantly higher in patients with sleep disorder compared to those without sleep disorder, while insulin sensitivity index was lower in patients with sleep disorder (all P<0.05). Logistic regression analysis showed that retinopathy was positively related to HbA1c (OR: 1.744-3.249), fibrinogen (OR: 1.687-2.998), systolic blood pressure (OR: 1.152-2.013), HOMA-IR (OR: 1.006-1.389) and sleep disorder (OR: 1.144-2.426), and negatively related to insulin sensitivity index (OR: 0.107-0.784) (all P<0.05). CONCLUSION: Sleep disorders may be associated with retinopathy through multiple mechanisms in patients with T2DM.

[Association between sleep disorders and dawn phenomenon in patients with type 2 diabetes mellitus].

OBJECTIVE: To explore the association between sleep disorders and dawn phenomenon in patients with type 2 diabetes mellitus (T2DM). METHODS: From July 2011 to July 2014 at Metabolic Disease Hospital, Tianjin Medical University, 316 T2DM patients on continuous glucose monitoring were divided into two groups according to the Pittsburgh Sleep Quality Index, i.e. those without sleep disorders (n = 186) and those with sleep disorders (n = 130). Biochemical parameters including hepatorenal functions, blood lipids, glycosylated hemoglobin (HbA1c) and fructosamine were detected. Oral glucose tolerance test, insulin releasing test and glucagon releasing test were performed to detect the inter-group differences of glucose concentration and α-cell and ß-cell functions after fasting and glucose loading. And the correlation and regression analyses were performed between sleep disorders and other parameters. RESULTS: The level of HbA1c, fructosamine, increment of fasting glucose and nocturnal nadir glucose, glucose increment before and after breakfast, 24 h mean glucose, fasting insulin, homeostasis model assessment of insulin resistance index (HOMA-IR) and area under curve of insulin were significantly higher in patients with sleep disorders than those without sleep disorders (8.2% ± 2.0% vs 7.4% ± 1.7%, (0.33 ± 0.10) vs (0.29 ± 0.07) mmol/L, (1.511 ± 0.294) vs (0.889 ± 0.233) mmol/L, (2.144 ± 0.400) vs (1.522 ± 0.378) mmol/L, (9.917 ± 1.800) vs (8.694 ± 1.622) mmol/L, (13.49 ± 4.68) vs (12.16 ± 4.56) mU/L, 4.98 ± 0.90 vs 3.82 ± 0.82, (8.47 ± 0.59) vs (8.25 ± 0.54), all P < 0.05). Insulin sensitivity index was lower in patients with sleep disorders than that in those without sleep disorders (-4.28 ± 0.62 vs -4.03 ± 0.52, P < 0.05). The level of glucagon at each timepoint and area-under-curve of glucagon were significantly higher in patients with sleep disorders than those without sleep disorders. The levels of 0, 30, 180 min glucagon/insulin ratio and glucagon/glucose ratio were significantly higher in patients with sleep disorders (all P < 0.05). Sleep disorder was positively correlated with HOMA-IR, glucagon/insulin ratio, increment of fasting glucose and nocturnal nadir glucose and dawn phenomenon (all P < 0.05). Yet there was a negative correlation with insulin sensitivity index (P < 0.05). CONCLUSIONS: Sleep disorders are associated with dawn phenomenon. And improving sleep disorder helps to improve the dawn phenomenon and optimize overall glycemic control.

Relationship between circadian blood pressure variability and function of islet α and ß cell in type 2 diabetes with dyssomnia.

AIMS: To investigate the relationship between circadian blood pressure (BP) variability and function of islet α and ß cell in type 2 diabetes (T2D) with dyssomnia. METHODS: Patients with T2D were divided into dyssomnia group and non-dyssomnia group by PSQI. OGTT, insulin and glucagon-releasing test were tested, and ambulatory BP was monitored for 24 hours to compare two groups with α and ß cell, circadian BP variability and fasting and post-meal BP variability. The correlation and regression analysis were made between PSQI and other indicators. RESULTS: In dyssomnia group, ① Glucagon, glucagon/insulin ratio and AUCG were significantly higher (P < 0.05). ② Fasting insulin (13.32 ± 4.54 mIU/L), AUCI (8.51 ± 0.54) and HOMA-IR (4.62 ± 1.11) were high (P < 0.05). But ISI (-4.27 ± 0.77) was low (P < 0.05). ③ Mean 24-hour and nighttime SBP and DBP, as well as their standard deviations and coefficients of variation, were all higher in the dyssomnia group (P < 0.05). Multiple stepwise regression analysis showed that PSQI score was positively related to AUCG, HOMA-IR, nighttime SBP, and negatively related to ISI and nocturnal BP fall (P < 0.05). CONCLUSION: Dyssomnia may cause abnormal circadian BP variability through various mechanisms. Improving dyssomnia can help to better function the islet α and ß cell and restore normal circadian BP variability.

Effects of 24-week treatment with acarbose on glucagon-like peptide 1 in newly diagnosed type 2 diabetic patients: a preliminary report.

BACKGROUND: Treatment with the alpha-glucosidase inhibitor (AGI) acarbose is associated with a significant reduction the risk of cardiovascular events. However, the underlying mechanisms of this effect are unclear. AGIs were recently suggested to participate in stimulating glucagon-like peptide 1 (GLP-1) secretion. We therefore examined the effects of a 24-week treatment of acarbose on endogenous GLP-1, nitric oxide (NO) levels, nitric oxide synthase (NOS) activity, and carotid intima-media thickness (CIMT) in newly diagnosed patients with type 2 diabetes (T2D). METHODS: Blood was drawn from 24 subjects (14 male, 10 female, age: 50.7 ± 7.36 years, BMI: 26.64 ± 3.38 kg/m2, GHbA1c: 7.00 ± 0.74%) with drug-naïve T2D at 0 and 120 min following a standard mixed meal for the measurements of active GLP-1, NO and NOS. The CIMT was measured prior to and following 24 weeks of acarbose monotherapy (mean dose: 268 mg daily). RESULTS: Following 24 weeks of acarbose treatment, both fasting and postprandial plasma GLP-1 levels were increased. In patients with increased postprandial GLP-1 levels, serum NO levels and NOS activities were also significantly increased and were positively related to GLP-1 levels. Although the CIMT was not significantly altered following treatment with acarbose, a decreased CIMT was negatively correlated with increased GLP-1 levels. CONCLUSIONS: Twenty-four weeks of acarbose monotherapy in newly diagnosed patients with T2D is associated with significantly increased levels of both fasting and postprandial GLP-1 as well as significantly increased NO levels and NOS activity for those patients in whom postprandial GLP-1 levels were increased. Therefore, the benefits of acarbose on cardiovascular risk may be related to its stimulation of GLP-1 secretion.

Predicting the risk of secondary lung malignancies associated with whole-breast radiation therapy.

PURPOSE: The risk of secondary lung malignancy (SLM) is a significant concern for women treated with whole-breast radiation therapy after breast-conserving surgery for early-stage breast cancer. In this study, a biologically based secondary malignancy model was used to quantify the risk of secondary lung malignancies (SLMs) associated with several common methods of delivering whole-breast radiation therapy (RT). METHODS AND MATERIALS: Both supine and prone computed tomography simulations of 15 women with early breast cancer were used to generate standard fractionated and hypofractionated whole-breast RT treatment plans for each patient. Dose-volume histograms (DVHs) of the ipsilateral breast and lung were calculated for each patient on each plan. A model of spontaneous and radiation-induced carcinogenesis was used to determine the relative risks of SLMs for the different treatment techniques. RESULTS: A higher risk of SLMs was predicted for supine breast irradiation when compared with prone breast irradiation for both the standard fractionation and hypofractionation schedules (relative risk [RR] = 2.59, 95% confidence interval (CI) = 2.30-2.88, and RR = 2.68, 95% CI = 2.39-2.98, respectively). No difference in risk of SLMs was noted between standard fractionation and hypofractionation schedules in either the supine position (RR = 1.05, 95% CI = 0.97-1.14) or the prone position (RR = 1.01, 95% CI = 0.88-1.15). CONCLUSIONS: Compared with supine whole-breast irradiation, prone breast irradiation is associated with a significantly lower predicted risk of secondary lung malignancy. In this modeling study, fractionation schedule did not have an impact on the risk of SLMs in women treated with whole-breast RT for early breast cancer.