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Nevin Manimala Statistics

NetPyNE Implementation and Scaling of the Potjans-Diesmann Cortical Microcircuit Model

Neural Comput. 2021 Jun 11;33(7):1993-2032. doi: 10.1162/neco_a_01400.

ABSTRACT

The Potjans-Diesmann cortical microcircuit model is a widely used model originally implemented in NEST. Here, we reimplemented the model using NetPyNE, a high-level Python interface to the NEURON simulator, and reproduced the findings of the original publication. We also implemented a method for scaling the network size that preserves first- and second-order statistics, building on existing work on network theory. Our new implementation enabled the use of more detailed neuron models with multicompartmental morphologies and multiple biophysically realistic ion channels. This opens the model to new research, including the study of dendritic processing, the influence of individual channel parameters, the relation to local field potentials, and other multiscale interactions. The scaling method we used provides flexibility to increase or decrease the network size as needed when running these CPU-intensive detailed simulations. Finally, NetPyNE facilitates modifying or extending the model using its declarative language; optimizing model parameters; running efficient, large-scale parallelized simulations; and analyzing the model through built-in methods, including local field potential calculation and information flow measures.

PMID:34411272 | DOI:10.1162/neco_a_01400

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Nevin Manimala Statistics

Assessing the performance of a plateletpheresis unit at a tertiary-care academic medical center in Mexico: A 6-year experience

J Clin Apher. 2021 Aug 19. doi: 10.1002/jca.21932. Online ahead of print.

ABSTRACT

BACKGROUND: Optimization of platelet (PLT) apheresis collection is a priority to satisfy the increasing demand of hemato-oncology patients. We assessed the performance of a plateletpheresis unit supporting hematology patients.

STUDY DESIGN AND METHODS: This descriptive retrospective study included 561 plateletpheresis collections from 2013 to 2018. For data analysis, descriptive statistics and receiver operating characteristic (ROC) curve were used. A 5-item satisfaction questionnaire was analyzed.

RESULTS: Ninety percent of the donors were males. The median plateletpheresis time was 89 minutes; its success rate was 92.5%; median donor PLT count was 232 × 109 /L, women median PLT count was 247 × 109 /L vs 231×109 /L in men (P = .017). Seventy-seven percent donors were candidates for a double product and 24.5% were processed; 20.8% of these donors had a weight ≤75 and 79.2% >75 kg, P = .003, and 6.6% were women and 93.4% men, P = .161. Thirty-six of donors had ≥250 × 109 /L and 16.8% was processed as a triple product. ROC analysis showed that with donor PLT counts ≥200 × 109 /L the sensitivity for obtaining double products was 0.981 and specificity 0.714, with an area under the curve (AUC) = 0.877. The adverse effect rate was 4.3%. Of the potential donors, 6.3% were rejected. The cost of processing single or double products was 430 USD. Comfort and time spent during plateletpheresis were areas for improvement.

CONCLUSION: Platelet count and donor weight predicted PLT yield and obtaining double products. Women had higher PLT counts, but no significant difference was found between donor gender and processed products. Assessment of the apheresis unit can help to improve its performance.

PMID:34411330 | DOI:10.1002/jca.21932

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Nevin Manimala Statistics

Reduced Blood Circulating Calcium Level Is An Outstanding Biomarker For Preeclampsia Among 48 Types Of Human Diseases

QJM. 2021 Aug 19:hcab222. doi: 10.1093/qjmed/hcab222. Online ahead of print.

ABSTRACT

BACKGROUND: Calcium ion (Ca2+) is essential for human physiology by regulating various signal transduction pathways inside all cells and in the blood circulation.

AIM: We compared circulating Ca2+ levels in the healthy control against 48 different types of human diseases.

DESIGN: A total of 144,201 independent test results of Ca2+ levels from 48 clinically defined diseases and 141,679 independent test results of Ca2+ from healthy individuals who came to the hospital for annual physical examination were retrieved during the past five years.

METHODS: Ca2+ was determined by the standard “Arsenazo III method” in the clinical laboratory of Affiliated Hospital of Qingdao University. We analyzed all data using RStudio V.1.3.1073 and python libraries 3.8.

RESULTS: All 48 types of diseases had decreased Ca2+ levels than the healthy control based on either mean or median values. Patients suffering from preeclampsia had the lowest Ca2+ levels among all 48 diseases. The perfect AUC, sensitivity, and specificity values of 1.0, 0.96, and 0.96 indicated that Ca2+ was an excellent biomarker for diagnosing preeclampsia. Extremely low Ca2+ was present in patients suffering kidney-related diseases. Since the correlation between each disease on the statistical features is proportional to their vector distance, the two-component analysis revealed that preeclampsia, sepsis, and chronic obstructive pulmonary disease were closely related among 48 diseases.

CONCLUSIONS: All human diseases were associated with reduced circulating Ca2+ levels, where the decreased Ca2+ was a perfect biomarker for preeclampsia. Kidney-related conditions were related to over-down-regulation of Ca2+ levels. The resemblance of preeclampsia to sepsis and chronic obstructive pulmonary disease based on two-component analysis suggested that the three unrelated diseases might share a similar mechanism of the circulating Ca2+ regulation.

PMID:34411257 | DOI:10.1093/qjmed/hcab222

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Nevin Manimala Statistics

Postoperative Oral Antibiotics and Sinonasal Outcomes Following Endoscopic Transsphenoidal Surgery for Pituitary Tumors Study: A Multicenter, Prospective, Randomized, Double-Blinded, Placebo-Controlled Study

Neurosurgery. 2021 Aug 19:nyab301. doi: 10.1093/neuros/nyab301. Online ahead of print.

ABSTRACT

BACKGROUND: Postoperative prophylactic antibiotics are commonly used in pituitary surgery, but evidence supporting their use is lacking, which has implications for antibiotic stewardship.

OBJECTIVE: To evaluate whether receipt of postoperative oral antibiotics results in superior sinonasal quality of life (QOL) compared with placebo among patients who undergo endoscopic endonasal transsphenoidal pituitary surgery.

METHODS: Patients were randomized to receive either oral placebo or cefdinir (trimethoprim-sulfamethoxazole in patients intolerant to cefdinir) for 7 d after surgery. They were monitored for 12 wk. The primary outcome measure was sinonasal QOL at 2 wk on the Anterior Skull Base Nasal Inventory-12. Supplementary end points included sinonasal QOL reported on the Sinonasal Outcome Test-22 and objective endoscopy scores to assess nasal healing according to the Lund-Kennedy method.

RESULTS: A total of 461 patients were screened, 131 were randomized, and 113 (placebo arm: 55; antibiotic arm: 58) were analyzed. There was no clinically meaningful or statistically significant difference in sinonasal QOL at any measured time point (P ≥ .24) using either instrument. Nasal cavity endoscopy scores were not significantly different at 1 to 2 wk after surgery (P = .25) or at 3 to 4 wk after surgery (P = .08).

CONCLUSION: Postoperative prophylactic oral antibiotics did not result in superior sinonasal QOL compared with placebo among patients who underwent standard endoscopic transsphenoidal surgery.

PMID:34411264 | DOI:10.1093/neuros/nyab301

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Longevity of Crown Margin Repairs Using Glass Ionomer Cement: A Retrospective Study

Oper Dent. 2021 Aug 19. doi: 10.2341/20-062-C. Online ahead of print.

ABSTRACT

CLINICAL RELEVANCE: Repairing defective crown margins can extend the functional life of existing crowns.

SUMMARY: Objective: The objective of this study was to determine the survival time of crown margin repairs (CMRs) with glass ionomer and resin-modified glass ionomer cements on permanent teeth using electronic dental record (EDR) data.Methods: We queried a database of EDR (axiUm; Exan Group, Coquitlam, BC, Canada) in the Indiana University School of Dentistry (IUSD), Indianapolis, IN, USA, for records of patients who underwent CMRs of permanent teeth at the Graduate Operative Dentistry Clinic. Two examiners developed guidelines for reviewing the records and manually reviewed the clinical notes of patient records to confirm for CMRs. Only records that were confirmed with the presence of CMRs were retained in the final dataset for survival analysis. Survival time was calculated by Kaplan-Meier statistics, and a Cox proportional hazards model was performed to assess the influence of age, gender, and tooth type on survival time (a<0.05).Results: A total of 214 teeth (115 patients) with CMR were evaluated. Patient average age was 69.4 ± 11.7 years old. Posterior teeth accounted for 78.5% (n=168) of teeth treated. CMRs using glass ionomer cements had a 5-year survival rate of 62.9% and an annual failure rate (AFR) of 8.9%. Cox proportional-hazards model revealed that none of the factors examined (age, gender, tooth type) affected time to failure.Conclusion: The results indicate the potential of CMRs for extending the functional life of crowns with defective margins, thus reducing provider and patient burden of replacing an indirect restoration. We recommend future studies with a larger population who received CMR to extend the generalizability of our findings and to determine the influence of factors such as caries risk and severity of defects on survival time.

PMID:34411254 | DOI:10.2341/20-062-C

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Changes in Emergency Department Volumes at the Largest U.S. Military Hospital During the COVID-19 Pandemic

Mil Med. 2021 Aug 19:usab322. doi: 10.1093/milmed/usab322. Online ahead of print.

ABSTRACT

INTRODUCTION: The coronavirus-2019 (COVID-19) pandemic has significantly impacted global healthcare delivery. Brooke Army Medical Center (BAMC) is the DoD’s largest hospital and a critical platform for maintaining a ready medical force. We compare temporal trends in patient volumes and characteristics in the BAMC emergency department (ED) before versus during the pandemic.

MATERIALS AND METHODS: We abstracted data on patient visits from the BAMC ED electronic medical record system. Data included patient demographics, visit dates, emergency severity index triage level, and disposition. We visually compared the data from January 1, 2019 to November 30, 2019 versus January 1, 2020 to November 30, 2020 to assess the period with the most apparent differences. We then used descriptive statistics to characterize the pre-pandemic control period (1 March-November 30, 2019) versus the pandemic period (1 March-November 30, 2020).

RESULTS: Overall, when comparing the pre-pandemic and pandemic periods, the median number of visits per day was 232 (Interquartile Range (IQR) 214-250, range 145-293) versus 165 (144-193, range 89-308, P < .0001). Specific to pediatric visits, we found the median number of visits per day was 39 (IQR 33-46, range 15-72) versus 18 (IQR 14-22, range 5-61, P < .001). When comparing the median number of visits by month, the volumes were lower during the pandemic for all months, all of which were strongly significant (P < .001 for all).

CONCLUSIONS: The BAMC ED experienced a significant decrease in patient volume during the COVID-19 pandemic starting in March 2020. This may have significant implications for the capacity of this facility to maintain a medically ready force.

PMID:34411255 | DOI:10.1093/milmed/usab322

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Nevin Manimala Statistics

Flapless Guided Implant Surgeries Compared with Conventional Surgeries Performed by Nonexperienced Individuals: Randomized and Controlled Split-Mouth Clinical Trial

Int J Oral Maxillofac Implants. 2021 Jul-Aug;36(4):755-761. doi: 10.11607/jomi.8722.

ABSTRACT

PURPOSE: The study aimed to evaluate the outcomes of flapless guided surgery related to surgery, patient, operator, assistant, and advisor, comparing it with conventional surgery performed by undergraduate students who had never placed implants in patients.

MATERIALS AND METHODS: A randomized controlled split-mouth clinical trial was carried out. Ten patients with bilateral mandibular posterior tooth loss received an implant on each side with conventional flap surgery or flapless guided surgery that was performed by undergraduate students. Surgery time, pain, patient satisfaction, quantity of consumed medications, time of procedure, ease of procedure, anxiety, and stress were assessed.

RESULTS: Conventional surgery showed statistically significantly inferior results compared with flapless guided surgery in terms of procedure time (56 minutes, 36 seconds ± 8 minutes, 38 seconds vs 30 minutes, 1 second ± 6 minutes, 2 seconds), consumption of analgesic medications (49 tablets vs 15 tablets), intraoperative (1.75 ± 1.56 vs 0.65 ± 0.64) and postoperative pain (4.62 ± 2.17 vs 1.17 ± 0.72), and operator anxiety (4.76 ± 1.66 vs 3.47 ± 1.50), respectively.

CONCLUSION: Flapless guided implant surgeries performed by individuals with no previous clinical experience showed reduced surgery time and delivered better patient-reported outcomes both in the intraoperative and postoperative periods; reduced medication consumption; and showed better results in the operator and assistant perspectives.

PMID:34411217 | DOI:10.11607/jomi.8722

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Influence of Clinical Parameters on the Primary Stability of a Tapered Dental Implant: A Retrospective Analysis

Int J Oral Maxillofac Implants. 2021 Jul-Aug;36(4):762-770. doi: 10.11607/jomi.8682.

ABSTRACT

PURPOSE: The aim of this study was to investigate the influence of different clinical parameters on the primary stability of a variable thread tapered implant system with a focus on surgical undersizing protocols.

MATERIALS AND METHODS: This retrospective study evaluated patients who received NobelActive implants in a single institution. The relationship between the independent variables, bone quality, implant diameter, implant length, implantation time, region of the jaw, and surgical undersizing protocol, and the dependent variable, maximum insertion torque, was investigated. Statistical analysis was conducted using analysis of variance (ANOVA) and multiple linear regression.

RESULTS: A total of 1,292 implants placed in 574 fully or partially edentulous patients were evaluated. For the total sample size, without further differentiation between bone qualities, statistically significantly higher primary stability values were shown for an 8% to 9% undersized group (50.33 ± 17.16 Ncm), compared with a 16% undersized group (41.88 ± 17.63 Ncm), a 20% undersized group (33.65 ± 15.78 Ncm), a 26% to 28% undersized group (34.53 ± 15.49 Ncm), and a 35% to 44% undersized group (32.78 ± 18.80 Ncm). No statistical differences were found for undersizing protocols in bone quality 4. Bone quality had the highest influence on primary stability (Welch-Test F(3, 65.57) = 119.48, P < .001, η2 = .20). Contrary to the other investigated independent variables, no statistically significant differences in primary stability were found for the different implantation times.

CONCLUSION: Undersizing protocols exceeding 8% to 9% do not seem to enhance primary stability values. Further studies are needed to investigate the biologic consequences of undersizing, including the impact of implant design characteristics.

PMID:34411218 | DOI:10.11607/jomi.8682

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Nevin Manimala Statistics

The Impact on the Healing of Bioactivation with Argon Plasma of a Xenogeneic Graft with Adequate Fixation but Poor Adaptation to the Recipient Site: An Experimental Study in Rabbits

Int J Oral Maxillofac Implants. 2021 Jul-Aug;36(4):703-714. doi: 10.11607/jomi.8695.

ABSTRACT

PURPOSE: To evaluate the impact on healing of bioactivation with argon plasma of a xenogeneic graft with adequate fixation but poor adaptation to the native host bone.

MATERIALS AND METHODS: Xenogeneic grafts were either treated with argon plasma or left untreated and randomly secured with a titanium screw to both lateral aspects of the mandible angle of rabbits. A discrepancy was obtained between the xenograft and the mandible due to the convexity of the recipient site. Collagen membranes were placed on the grafts. Thirty animals were included and euthanized in groups of 10 after 2, 6, and 10 weeks, respectively. Histomorphometric evaluations were performed on ground sections. Newly formed bone was the primary outcome, while the distance between the peak of new bone inside the graft and the upper surface of the graft, the xenograft percentages, and the area of the xenograft were considered as secondary variables. The Wilcoxon test was applied for statistical analyses.

RESULTS: After 2 weeks of healing, gaps of ~0.5 mm were observed at the interface between the graft and the recipient sites, and new bone was mainly located in the interface and within the inferior regions of the grafts. New bone increased over time in all regions, including those in the upper zones of the graft, reaching proportions of 20.3% ± 6.5% and 19.3% ± 7.4% (P = .484) after 10 weeks in the plasma and control groups, respectively. The mean distance between the peak of new bone inside the graft and the upper surface of the graft decreased between 2 and 10 weeks of healing from 1.4 mm to 0.4 mm and from 1.7 mm to 0.3 mm at the plasma and control sites, respectively.

CONCLUSION: The xenogeneic grafts of both groups were incorporated into the recipient sites by newly formed bone that presented a growth close to the upper surface of the graft. The bioactivation with argon plasma did not improve healing.

PMID:34411209 | DOI:10.11607/jomi.8695

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Nevin Manimala Statistics

Torque Maintenance of Screw-Retained Implant-Supported Anterior Fixed Dental Prosthesis with Different Abutment Angulations After Aging

Int J Oral Maxillofac Implants. 2021 Jul-Aug;36(4):723-729. doi: 10.11607/jomi.8647.

ABSTRACT

PURPOSE: To assess the impact of abutment angulation on loosening torque, torque loss, and percentage of torque loss in the prosthesis and abutment screws after aging of the implant-supported prosthesis.

MATERIALS AND METHODS: Fifty epoxy maxillary casts with missing central, lateral, and canine teeth were used, and each cast received two implants. All casts were divided into five groups (n = 10): (1) both implants received straight abutments (0-0); (2) the central implant received a straight abutment and the canine implant received a 17.5-degree angled abutment (0-17.5); (3) the central implant received a straight abutment and the canine implant received a 35-degree angled abutment (0-35); (4) both implants received 17.5-degree angled abutments (17.5-17.5); and (5) both implants received 35-degree angled abutments (35-35). For each cast, a three-unit zirconia restoration was fabricated, and a torque meter was utilized to tighten the abutment screw (25 Ncm) and prosthesis screw (18 Ncm). The reverse torque value was recorded for each screw. All restorations were subjected to 3,500 thermal cycles between 5°C and 55°C and load cycled for 150,000 cycles with 50-N load. After the loosening torque was measured for each screw, the torque loss and percentage of torque loss were calculated.

RESULTS: There was a statistically significant difference in the torque loss of the central prosthesis screw (P < .001) and canine prosthesis screw (P < .001) between study groups. The 35-35 group showed the highest percentage of torque loss, while the 0-0 group showed the lowest value. A significant difference was found regarding the torque loss of the central abutment screw (P < .001) and canine abutment screw (P < .001). The abutment screws of the 35-35 group showed the highest percentage of torque loss, while the 0-0 groups showed the lowest percentage of torque loss.

CONCLUSION: Screw loosening of the prosthesis and abutment screws increases with increasing abutment angulation after aging. In the same fixed prosthesis, the torque loss in the prosthesis and abutment screws was higher in canine screws employing different angled abutments.

PMID:34411211 | DOI:10.11607/jomi.8647