This study focuses on development of equilibrium strategy based on simulated annealing (SA) algorithm for balancing economic and environmental concerns in waste load allocation (WLA) problem. To resolve conflicts among various stakeholders, including Iran Department of Environment (DoE) as governmental authority and industrial and municipal dischargers, Stackelberg and Nash bargaining games have been applied in this WLA problem and the results have been compared. SA algorithm has been coupled to QUAL2Kw model to derive optimal WLA program and the environmental penalty tariff (EPT) in Nash bargaining and Stackelberg games. The proposed tools and methodologies were illustrated in a case study of multi-stakeholders WLA problem in Gheshlagh River, Sanandaj, Kordestan, Iran. The results indicate that lower BOD removal rates are allocated to the pollutant dischargers in the Stackelberg game compared to the Nash bargaining game. Furthermore, the EPT assigned by Iran DoE in Stackelberg and Nash bargaining games are 11.25 and 3.6 Rials/(gr/month), respectively. The estimated EPT in the Stackelberg game is close to the current tariff (10 Rials/(gr/month)) specified by Iran DoE on impermissible BOD discharges.
  The term failed back surgery syndrome (FBSS) has been criticized for being too unspecific and several studies have shown that a variety of conditions may underlie this label. The aims of the present study were to describe the specific symptoms and to investigate the primary and secondary underlying causes of FBSS in a contemporary series of patients who had lumbar spinal surgery before.
 
  We used a multilevel approach along three different axes defining symptomatic, morphological, and functional pathology dimensions.
 
  Within the study period of 3years, a total of 145 patients (74 f, 71 m, mean age 51a, range 32-82a) with the external diagnosis of FBSS were included. Disk surgery up to 4 times and surgery for spinal stenosis up to 3 times were the commonest index operations. Most often, the patients complained of low back pain (n = 126), pseudoradicular pain (n = 54), and neuropathic pain (n = 44). Imaging revealed osteochondrosis (n = 61), spondylarthrosis (n = 48), and spinal misalignment (n = 32) as the most frequent morphological changes. The majority of patients were assigned at least to two different symptomatic subcategories and morphological subcategories, respectively. According to these findings, one or more functional pathologies were assigned in 131/145 patients that subsequently enabled a specific treatment strategy.
 
  FBSS has become rather a vague and imprecisely used generic term. We suggest that it should be avoided in the future both with regard to its partially stigmatizing connotation and its inherent hindering to provide individualized medicine.
 FBSS has become rather a vague and imprecisely used generic term. We suggest that it should be avoided in the future both with regard to its partially stigmatizing connotation and its inherent hindering to provide individualized medicine.Manganese (Mn) is a neurotoxicant that, due to its paramagnetic property, also functions as a magnetic resonance imaging (MRI) T1 contrast agent. Previous studies in Mn toxicity have shown that Mn accumulates in the brain, which may lead to parkinsonian symptoms. In this article, we trained support vector machines (SVM) using whole-brain R1 (R1 = 1/T1) maps from 57 welders and 32 controls to classify subjects based on their air Mn concentration ([Mn]Air), Mn brain accumulation (ExMnBrain), gross motor dysfunction (UPDRS), thalamic GABA concentration (GABAThal), and total years welding. R1 was highly predictive of [Mn]Air above a threshold of 0.20 mg/m3 with an accuracy of 88.8% and recall of 88.9%. R1 was also predictive of subjects with GABAThal having less than or equal to 2.6 mM with an accuracy of 82% and recall of 78.9%. Finally, we used an SVM to predict age as a method of verifying that the results could be attributed to Mn exposure. We found that R1 was predictive of age below 48 years of age with accuracies ranging between 75 and 82% with recall between 94.7% and 76.9% but was not predictive above 48 years of age. Together, this suggests that lower levels of exposure ( less then  0.20 mg/m3 and  less then  18 years of welding on the job) do not produce discernable signatures, whereas higher air exposures and subjects with more total years welding produce signatures in the brain that are readily identifiable using SVM.
  Port site hernias (PSH) are underreported following laparoscopic ventral hernia repair (LVHR). Most occur at the site of laterally placed 10-12-mm ports used to introduce large pieces of mesh. One alternative is to place the large port through the ventral hernia defect; however, there is potential for increased risk of surgical site infection (SSI). This study evaluates the outcomes when introducing mesh through a 10-12-mm port placed through the hernia defect.
 
  This was a retrospective case series of patients who underwent LVHR in three prospective trials from 2014-2017 at one institution. All patients had mesh introduced through a 10-12-mm port placed through the ventral hernia defect.  https://www.selleckchem.com/products/ipi-549.html  The primary outcome was SSI. Secondary outcomes were hernia occurrences including recurrences and PSH.
 
  A total of 315 eligible patients underwent LVHR with a median (range) follow-up of 21 (11-41) months. Many patients were obese (66.9%), recently quit tobacco use (8.8%), or had diabetes (18.9%). Most patients had an incisional hernia (61.2%), and 19.2% were recurrent. Hernias were on average 4.8 ± 3.8cm in width. Two patients (0.6%) had an SSI. Fourteen patients had a hernia occurrence-13 (4.4%) had a recurrent hernia, and one patient (0.3%) had a PSH.
 
  During LVHR, introduction of mesh through a 10-12-mm port placed through the hernia defect is associated with a low risk of SSI and low risk of hernia occurrence. While further studies are needed to confirm these results, mesh can be safely introduced through a port through the defect.
 During LVHR, introduction of mesh through a 10-12-mm port placed through the hernia defect is associated with a low risk of SSI and low risk of hernia occurrence. While further studies are needed to confirm these results, mesh can be safely introduced through a port through the defect.