Feature-reduction and semi-simulated data in functional connectivity-based cortical parcellation

Recently, resting-state functional magnetic resonance imaging has been used to parcellate the brain into functionally distinct regions based on the information available in functional connectivity maps. However, brain voxels are not independent units and adjacent voxels are always highly correlated, so functional connectivity maps contain redundant information, which not only impairs the computational efficiency during clustering, but also reduces the accuracy of clustering results. The aim of this study was to propose feature-reduction approaches to reduce the redundancy and to develop semi-simulated data with defined ground truth to evaluate these approaches. We proposed a feature-reduction approach based on the Affinity Propagation Algorithm (APA) and compared it with the classic featurereduction approach based on Principal Component Analysis (PCA). We tested the two approaches to the parcellation of both semi-simulated and real seed regions using the K-means algorithm and designed two experiments to evaluate their noiseresistance. We found that all functional connectivity maps (with/without feature reduction) provided correct information for the parcellation of the semisimulated seed region and the computational efficiency was greatly improved by both featurereduction approaches. Meanwhile, the APA-based feature-reduction approach outperformed the PCAbased approach in noise-resistance. The results suggested that functional connectivity maps can provide correct information for cortical parcellation, and feature-reduction does not significantly change the information. Considering the improvement in computational efficiency and the noise-resistance, feature-reduction of functional connectivity maps before cortical parcellation is both feasible and necessary.     

Application of sodium alginate microspheres in ischemic stroke modeling in miniature pigs

The miniature pig is an optimal animal model for studying nervous system disease because of its physiologic and pathologic features. However, the rete mirabile composed of arteries and veins at the skull base limits their application as a model of ischemic stroke by middle cerebral artery occlusion. The present study investigated the possibility of establishing an ischemic stroke model in the miniature pig by blocking the skull base retia with sodium alginate microspheres. Three Bama miniature pigs were used. Using the monitor of C-arm X-ray machine, sodium alginate microspheres (100-300 μm), a novel embolic material, were injected through the femoral artery, aortic arch, common carotid artery, ascending pharyngeal artery and the retia. Results were evaluated using carotid arteriography, MRI, behavior observation and histology. The unilateral rete mirabile was completely blocked, resulting in disturbance in blood supply to the basal ganglia, astasia of the right hind limb and salivation. MRI and hematoxylin-eosin staining showed an evident infarction focus in the basal ganglia. These findings indicate that sodium alginate microspheres are a suitable embolic material for blocking the skull base retia in miniature pigs to establish an ischemic stroke models.     

The liver works as a school to educate regulatory immune cells

Because of its unique blood supply, the liver maintains a special local immune tolerogenic microenvironment. Moreover, the liver can impart this immune tolerogenic effect on other organs, thus inducing systemic immune tolerance. The network of hepatic regulatory cells is an important mechanism underlying liver tolerance. Many types of liver-resident antigen-presenting cells (APCs) have immune regulatory function, and more importantly, they can also induce the differentiation of circulating immune cells into regulatory cells to further extend systemic tolerance. Thus, the liver can be seen as a type of ‘school'', where liver APCs function as ‘teachers'' and circulating immune cells function as ‘students.''     

Effect of placement angle on the stability of loaded titanium microscrews in beagle jaws

Objective:To evaluate the effect of insertion angle on stability of loaded titanium microscrews in beagle jaws.Materials and Methods:Forty-eight microscrews were inserted at four different angles (30°, 50°, 70°, and 90°) into the intraradicular zones of the mandibular first molars and third premolars of 12 beagles and immediately loaded with a force of 2 N for 8 weeks. Microcomputed tomography (micro-CT) and biomechanical pull-out tests were used to assess osseointegration of the interface.Results:All micro-CT parameters and maximum pull-out force (F_MAX) of the microscrews were affected by insertion angles of microscrews. Higher micro-CT parameters and F_MAX were seen for implants inserted at angles between 50° and 70° (P < .05). Excessive oblique and vertical insertion angles resulted in reduced stability (P < .05).Conclusion:An insertion angle of 50° to 70° is more favorable than excessive oblique or vertical angles to achieve stability of microscrews.     

Camouflage treatment of skeletal Class III malocclusion with multiloop edgewise arch wire and modified Class III elastics by maxillary mini-implant anchorage

Objective:To evaluate the effect of the multiloop edgewise arch wire (MEAW) technique with maxillary mini-implants in the camouflage treatment of skeletal Class III malocclusion.Materials and Methods:Twenty patients were treated with the MEAW technique and modified Class III elastics from the maxillary mini-implants. Twenty-four patients were treated with MEAW and long Class III elastics from the upper second molars as control. Lateral cephalometric radiographs were obtained and analyzed before and after treatment, and 1 year after retention.Results:Satisfactory occlusion was established in both groups. Through principal component analysis, it could be concluded the anterior-posterior dental position, skeletal sagittal and vertical position, and upper molar vertical position changed within groups and between groups; vertical lower teeth position and Wits distance changed in the experimental group and between groups. In the experimental group, the lower incisors tipped lingually 2.7 mm and extruded 2.4 mm. The lingual inclination of the lower incisors increased 3.5°. The mandibular first molars tipped distally 9.1° and intruded 0.4 mm. Their cusps moved 3.4 mm distally. In the control group, the upper incisors proclined 3°, and the upper first molar extruded 2 mm. SN-MP increased 1.6° and S-Go/N-ME decreased 1.Conclusions:The MEAW technique combined with modified Class III elastics by maxillary mini-implants can effectively tip the mandibular molars distally without any extrusion and tip the lower incisors lingually with extrusion to camouflage skeletal Class III malocclusions. Clockwise rotation of the mandible and further proclination of upper incisors can be avoided. The MEAW technique and modified Class III elastics provided an appropriate treatment strategy especially for patients with high angle and open bite tendency.     

唇腭裂患者侧貌协调性医患主观评价的比较

目的比较医患对唇腭裂患者侧貌协调性主观评价的一致程度及影响评价敏感部位的异同。方法10名唇腭裂患者对150张唇腭裂患者侧位标准照的鼻尖突度、鼻上唇协调性、上下唇协调性和侧貌整体行主观等级评分。计算医患主观评价一致性、差异性及局部在整体评价中的敏感性。结果医患主观评价一致性加权Kappa值为0．408-0．508。对于鼻尖突度和侧貌整体,医生评分较患者高（P〈0．01）;对于鼻上唇协调性,患者评分较医生高（P〈0．01）。唇间角在患者整体评价三等级各组间有显著性差异。结论医患对唇腭裂患者侧貌协调性主观评价中度一致。对于鼻尖突度和侧貌整体,医生比患者认可度高;对于鼻上唇协调性,患者比医生认可度高。影响整体评价的敏感部位是上下唇协调性。     

γ-Aminobutyric Acid Regulates Both the Survival and Replication of Human β-Cells

γ-Aminobutyric acid (GABA) has been shown to inhibit apoptosis of rodent β-cells in vitro. In this study, we show that activation of GABA_A receptors (GABA_A-Rs) or GABA_B-Rs significantly inhibits oxidative stress–related β-cell apoptosis and preserves pancreatic β-cells in streptozotocin-rendered hyperglycemic mice. Moreover, treatment with GABA, or a GABA_A-R– or GABA_B-R–specific agonist, inhibited human β-cell apoptosis following islet transplantation into NOD/scid mice. Accordingly, activation of GABA_A-Rs and/or GABA_B-Rs may be a useful adjunct therapy for human islet transplantation. GABA-R agonists also promoted β-cell replication in hyperglycemic mice. While a number of agents can promote rodent β-cell replication, most fail to provide similar activities with human β-cells. In this study, we show that GABA administration promotes β-cell replication and functional recovery in human islets following implantation into NOD/scid mice. Human β-cell replication was induced by both GABA_A-R and GABA_B-R activation. Hence, GABA regulates both the survival and replication of human β-cells. These actions, together with the anti-inflammatory properties of GABA, suggest that modulation of peripheral GABA-Rs may represent a promising new therapeutic strategy for improving β-cell survival following human islet transplantation and increasing β-cells in patients with diabetes.A central focus of research in the type 1 diabetes (T1D) field is to develop ways to safely improve β-cell survival and function and promote their replication. The addition of γ-aminobutyric acid (GABA) or the GABA_B receptor (GABA_B-R)–specific agonist baclofen to culture media has been shown to inhibit β-cell apoptosis in cultured rodent cell lines and islets (1,2). It remains to be determined whether GABA treatment can inhibit mouse β-cell apoptosis in vivo or, more importantly, whether it can protect human β-cells from stress-induced apoptosis. If GABA can inhibit human β-cell apoptosis, elucidating whether this effect is mediated through the G-protein–coupled GABA_B-Rs, and/or the chloride channel GABA_A-Rs will enable more specific drug targeting.GABA can promote neurogenesis and neuronal proliferation and is a neuronal survival factor (3–8). GABA has also been shown to promote rodent β-cell replication (1,2). Those studies, however, differentially pointed to GABA_A-Rs or GABA_B-Rs as modulators of GABA’s effects, making it important to clarify whether one or both types of GABA receptors modulate rodent β-cell replication. While a number of mitogens and growth factors can promote rodent β-cell replication, most fail to promote human β-cell replication (reviewed in refs. 9,10). Therefore, a key question is whether GABA can promote human β-cell replication. Even a small amount of GABA-induced human β-cell replication may be clinically useful by lowering insulin requirements and reducing the risk for long-term complications in T1D patients (11).