Cerebral blood perfusion changes in amputees with myoelectric hands after rehabilitation: a SPECT computer-aided analysis.

BACKGROUND: Rehabilitation, which is essential for amputees with myoelectric hands, can improve the quality of daily life by remodeling the neuron network. In our study, we aim to develop a cerebral blood perfusion (CBF) single-photon emission computed tomography computer-aided (SPECT-CA) detection scheme to automatically locate the brain's activated regions after rehabilitation. RESULTS: Five participants without forearms (three male, two female, mean age 51 ± 12.89 years, two missing the right side, and three missing the left side) were included in our study. In the clinical assessment, all of the participants received higher scores after training. The results of the SPM analysis indicated that CBF in the precentral gyrus, postcentral gyrus, frontal lobe, temporal lobe and cerebellum was significantly different among the five participants (P < 0.05). Moreover, SPECT-CA showed that the activated brain areas mainly included the precentral gyrus, postcentral gyrus, cerebellum and extensive cerebral cortex. CONCLUSION: Our study demonstrated that the CBF SPECT-CA method can detect the brain blood perfusion changes induced by rehabilitation with high sensitivity and accuracy. This method has great potential for locating the remodeled neuron regions of amputees with myoelectric hands after rehabilitation.

Global trends in incidence of caries in permanent teeth of children aged 5 through 14 years, 1990 through 2019.

BACKGROUND: School-aged children are in the stage of permanent tooth eruption to replace primary teeth and this can be reached at a life stage when their health habits are being formed due to a large amount of time in school. However, data on the global trend in incidence of caries in permanent teeth in school-aged children are sparse. This study aimed to assess the trends in incidence of caries in permanent teeth in children aged 5 through 14 years from 1990 through 2019 at the global, regional, and national levels. METHODS: The authors collected data on incidence of caries in permanent teeth in children aged 5 through 14 years from 1990 through 2019 from the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) to assess trends at the global, regional, and national levels. RESULTS: Globally, incident cases of caries in permanent teeth in children aged 5 through 14 years increased by 15.25% from 1990 through 2019, and the incidence rate remained stable during this period, with incidence rates of 34.04% in 1990 and 33.93% in 2019. The incidence rate increased at an average annual percentage change of 0.08% (95% CI, 0.06% to 0.10%) and 0.07% (95% CI, 0.05% to 0.09%) from 1990 through 2019 in low and low-middle sociodemographic index regions, respectively. An increasing trend also was observed in nearly one-half of GBD regions and more than one-half of the world's countries from 1990 through 2019 (P < .05). CONCLUSIONS: Global incidence of caries in permanent teeth remained stable at a high level in children aged 5 through 14 years, but there was a trend toward increasing rates in nearly one-half of sociodemographic index or GBD regions and more than one-half of the world's countries and territories from 1990 through 2019. These findings suggest that caries in permanent teeth is a priority health issue in school-aged children worldwide. PRACTICAL IMPLICATIONS: Reducing free sugar intake and implementing school-based effective caries prevention programs, such as school water fluoridation, provision of fluoride tablets at school, and school dental sealant programs, are needed for school-aged children.

Intraoperative capsule protection can reduce the potential risk of adjacent segment degeneration acceleration biomechanically: an in silico study.

BACKGROUND: The capsule of the zygapophyseal joint plays an important role in motion segmental stability maintenance. Iatrogenic capsule injury is a common phenomenon in posterior approach lumbar interbody fusion operations, but whether this procedure will cause a higher risk of adjacent segment degeneration acceleration biomechanically has yet to be identified. METHODS: Posterior lumbar interbody fusion (PLIF) with different grades of iatrogenic capsule injury was simulated in our calibrated and validated numerical model. By adjusting the cross-sectional area of the capsule, different grades of capsule injury were simulated. The stress distribution on the cranial motion segment was computed under different loading conditions to judge the potential risk of adjacent segment degeneration acceleration. RESULTS: Compared to the PLIF model with an intact capsule, a stepwise increase in the stress value on the cranial motion segment can be observed with a step decrease in capsule cross-sectional areas. Moreover, compared to the difference between models with intact and slightly injured capsules, the difference in stress values was more evident between models with slight and severe iatrogenic capsule injury. CONCLUSION: Intraoperative capsule protection can reduce the potential risk of adjacent segment degeneration acceleration biomechanically, and iatrogenic capsule damage on the cranial motion segment should be reduced to optimize patients' long-term prognosis.

Predicting Best-Selling New Products in a Major Promotion Campaign Through Graph Convolutional Networks.

Many e-commerce platforms, such as AliExpress, run major promotion campaigns regularly. Before such a promotion, it is important to predict potential best sellers and their respective sales volumes so that the platform can arrange their supply chains and logistics accordingly. For items with a sufficiently long sales history, accurate sales forecast can be achieved through the traditional statistical forecasting techniques. Accurately predicting the sales volume of a new item, however, is rather challenging with existing methods; time series models tend to overfit due to the very limited historical sales records of the new item, whereas models that do not utilize historical information often fail to make accurate predictions, due to the lack of strong indicators of sales volume among the item's basic attributes. This article presents the solution deployed at Alibaba in 2019, which had been used in production to prepare for its annual "Double 11" promotion event whose total sales amount exceeded U.S. $ 38 billion in a single day. The main idea of the proposed solution is to predict the sales volume of each new item through its connections with older products with sufficiently long sales history. In other words, our solution considers the cross-selling effects between different products, which has been largely neglected in previous methods. Specifically, the proposed solution first constructs an item graph, in which each new item is connected to relevant older items. Then, a novel multitask graph convolutional neural network (GCN) is trained by a multiobjective optimization-based gradient surgery technique to predict the expected sales volumes of new items. The designs of both the item graph and the GCN exploit the fact that we only need to perform accurate sales forecasts for potential best-selling items in a major promotion, which helps reduce computational overhead. Extensive experiments on both proprietary AliExpress data and a public dataset demonstrate that the proposed solution achieves consistent performance gains compared to existing methods for sales forecast.

Superior approach for the exclusion of hepatic veins in major liver resection: a safe and easy technique.

We describe a technique for isolating and excluding the hepatic veins during liver resection. First, the bare area near the right and left wall of the suprahepatic inferior vena cava (IVC) is dissected, exposing the right, left, and superior walls of the right hepatic vein (RHV) and the left-middle hepatic vein (LMHV). Two Satinsky clamps are used to clamp the roots of the right and common trunk of the LMHV, parallel to the IVC. It is not necessary to dissect the posterior wall of the hepatic veins. We used this method during major liver resection in 65 patients. The mean dissecting time of each hepatic vein was 7.31 +/- 3.6 min. No hepatic vein was lacerated during dissection and exclusion. The postoperative complication rate was 31.2%. Thus, the superior approach is a safe and easy maneuver when the posterior wall of the hepatic vein is difficult to dissect due to tumor invasion.

Radioactive Iodine Therapy in Patients with Differentiated Thyroid Cancer: Study of External Dose Rate Attenuation Law and Individualized Patient Management.

BACKGROUND: Therapy with radioactive iodine (131I) is a well established treatment method for postsurgical differentiated thyroid carcinoma (DTC). A fixed discharge time is generally set, regardless of individual differences in residual body radioactivity (RBA). This study aimed to investigate the RBA of each patient to find the attenuation law and to identify underlying factors in order to predict the time point for a safe, scientifically sound discharge plan. METHODS: A total of 231 DTC patients undergoing 131I treatment were all treated with 3.7 GBq (100 mCi) of 131I. RBA was estimated by measuring the external body dose rate (EDR) at a distance of 1 m from the body surface between 0 and 72 hours after oral administration of 131I. Data from each patient were used to establish a time-EDR value (h-µSv/h) curve. Software was developed to predict the time when a patient's dose equivalent meets the national safety standard by including six time points between 40 and 60 hours. Several factors that might affect that time were analyzed. RESULTS: The EDR attenuation law in patients could be described with a double exponential decay model, and the cutoff value was set as 23.3 µSv/h, upon which the predictive software was developed. Student's t-test showed there was no statistical difference between predicted values and the actual measured values (p > 0.05). Correlation analysis found that serum thyroglobulin, total triiodothyronine, total thyroxine, free triiodothyronine, free thyroxine, thyrotropin, 2- and 24-hour iodine uptake rate of the thyroid, scores of 99mTc-pertechnetate thyroid scan, scores of 131I whole-body scan, scores of ultrasound scan, and gastrointestinal residues were associated with attenuation speed. A further multiple linear regression analysis found that 24-hour iodine uptake (X1), residual thyroid grading by 131I whole-body scan (X2), blood free triiodothyronine (X3) and free thyroxine (X4) predominantly influenced the decline of the EDR. The regression equation was Y = 2.091X1 + 6.370X2 + 4.529X3 + 2.466X4 - 8.614 (F = 44.03, p < 0.01). CONCLUSIONS: An effective and convenient method was created to measure and predict the individual safety time for discharge. This could play a significant role not only for scientific hospital discharge planning, rational use of medical resources, and better individualized management, but also in public radiation protection.

Mammalian models of chemically induced primary malignancies exploitable for imaging-based preclinical theragnostic research.

Compared with transplanted tumor models or genetically engineered cancer models, chemically induced primary malignancies in experimental animals can mimic the clinical cancer progress from the early stage on. Cancer caused by chemical carcinogens generally develops through three phases namely initiation, promotion and progression. Based on different mechanisms, chemical carcinogens can be divided into genotoxic and non-genotoxic ones, or complete and incomplete ones, usually with an organ-specific property. Chemical carcinogens can be classified upon their origins such as environmental pollutants, cooked meat derived carcinogens, N-nitroso compounds, food additives, antineoplastic agents, naturally occurring substances and synthetic carcinogens, etc. Carcinogen-induced models of primary cancers can be used to evaluate the diagnostic/therapeutic effects of candidate drugs, investigate the biological influential factors, explore preventive measures for carcinogenicity, and better understand molecular mechanisms involved in tumor initiation, promotion and progression. Among commonly adopted cancer models, chemically induced primary malignancies in mammals have several advantages including the easy procedures, fruitful tumor generation and high analogy to clinical human primary cancers. However, in addition to the time-consuming process, the major drawback of chemical carcinogenesis for translational research is the difficulty in noninvasive tumor burden assessment in small animals. Like human cancers, tumors occur unpredictably also among animals in terms of timing, location and the number of lesions. Thanks to the availability of magnetic resonance imaging (MRI) with various advantages such as ionizing-free scanning, superb soft tissue contrast, multi-parametric information, and utility of diverse contrast agents, now a workable solution to this bottleneck problem is to apply MRI for noninvasive detection, diagnosis and therapeutic monitoring on those otherwise uncontrollable animal models with primary cancers. Moreover, it is foreseeable that the combined use of chemically induced primary cancer models and molecular imaging techniques may help to develop new anticancer diagnostics and therapeutics.

[Effect of percutaneous vertebroplasty and kyphoplasty in the treatment of osteoporotic vertebral compression fractures].

OBJECTIVE: To analyze the therapeutic effects of percutaneous vertebroplasty versus percutaneous kyphoplasty for treatment of osteoporotic vertebral compression fractures. METHODS: Fifteen patients (24 vertebrae) underwent percutaneous vertebroplasty and 15 (18 vertebrae) received percutaneous kyphoplasty for osteoporotic vertebral compression fractures. The postoperative recovery of the anterior vertebral body height, visual analogue scale (VAS) and locomotor activity before and after the operations were compared between the two groups. RESULTS: All the patients were available for the follow-up lasting for 3-15 months (average 7 months). In the vertebroplasty group, the VAS score decreased from 8.68 preoperatively to 1.74 postoperatively and to 1.13 at the final follow-up. The VAS score in the kyphoplasty group decreased from 8.62 preoperatively to 1.72 postoperatively and to 1.21 at the final follow-up. Both vertebroplasty and kyphoplasty were effective in improving the anterior vertebral body height, but kyphoplasty showed a better effect. None of the patients developed serious complications associated with the operations. CONCLUSION: Percutaneous vertebroplasty and percutaneous kyphoplasty both achieve rapid and significant improvement of back pain in patients with osteoporotic vertebral compression fractures, but kyphoplasty shows a better effect in terms of vertebral body height restoration and cement leakage reduction.