• Title/Summary/Keyword: TSA1

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An advanced machine learning technique to predict compressive strength of green concrete incorporating waste foundry sand

  • Danial Jahed Armaghani;Haleh Rasekh;Panagiotis G. Asteris
    • Computers and Concrete
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    • v.33 no.1
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    • pp.77-90
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    • 2024
  • Waste foundry sand (WFS) is the waste product that cause environmental hazards. WFS can be used as a partial replacement of cement or fine aggregates in concrete. A database comprising 234 compressive strength tests of concrete fabricated with WFS is used. To construct the machine learning-based prediction models, the water-to-cement ratio, WFS replacement percentage, WFS-to-cement content ratio, and fineness modulus of WFS were considered as the model's inputs, and the compressive strength of concrete is set as the model's output. A base extreme gradient boosting (XGBoost) model together with two hybrid XGBoost models mixed with the tunicate swarm algorithm (TSA) and the salp swarm algorithm (SSA) were applied. The role of TSA and SSA is to identify the optimum values of XGBoost hyperparameters to obtain the higher performance. The results of these hybrid techniques were compared with the results of the base XGBoost model in order to investigate and justify the implementation of optimisation algorithms. The results showed that the hybrid XGBoost models are faster and more accurate compared to the base XGBoost technique. The XGBoost-SSA model shows superior performance compared to previously published works in the literature, offering a reduced system error rate. Although the WFS-to-cement ratio is significant, the WFS replacement percentage has a smaller influence on the compressive strength of concrete. To improve the compressive strength of concrete fabricated with WFS, the simultaneous consideration of the water-to-cement ratio and fineness modulus of WFS is recommended.

Microbiological characteristics of Vibrio harveyi (Vibrio harveyi의 미생물학적 특성)

  • Won, Kyoung-Mi;Choi, Jeong-Hyun;Kim, Yi-Cheong;Park, Soo-Il
    • Journal of fish pathology
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    • v.20 no.3
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    • pp.237-247
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    • 2007
  • In 1999, Vibrio harveyi infection occurred among cultured marine finfishes including olive flounder (Paralichthys olivaceus), black rockfish (Sebastes schlegeli), and turbot (Scophtalmus maximus) in the province of Gyeongsang, Korea. We examined the various microbiological characteristics of this V. harveyi strains. V. harveyi was grown well in the 3% NaCl at 30℃. The swarming activity appeared to be an one of the characteristic properties of the V. harveyi was the highest in the 2% NaCl concentration at TSA medium. These cells were elongated and had the several lateral flagella which is not waved and shorter than polar flagella. It was not luminescent in the all isolated strains. Whole cell of the V. harveyi had a major protein of 50 kDa and presented various band around of 40 kDa in strains.

Effect of 2-butoxyethanol Additive in the Casting Solution on the Characteristics of Nonsolvent Vapor Induced Phase Inversion PES Membranes (비용매증기 유발 상 전이 공정을 이용한 PES 멤브레인 제조에 있어 2-butoxyethanol 첨가 효과)

  • Kim, No-Won
    • Membrane Journal
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    • v.20 no.1
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    • pp.76-86
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    • 2010
  • This study investigated the effect of 2-butoxyethanol (BE) as a nonsolvent additive, relative humidity and air contact time on the structure formation of microfiltration membranes, permeation and morphology properties in phase inversion process. The membranes were prepared by using polyethersulfone (PES)/Dimethyl formamide (DMF)/p-toluenesulfonic acid (TSA)/Polyvinylpyrrolidone (PVP)/BE casting solution and water coagulant. Casting solutions containing various concentration of BE were exposed to a water vapor, under 60 and 80% of relative humidity for 40 and 90 sec, which would be absorbed on. The correlations between the membrane permeation properties and surface/inner structures of membrane were investigated. The characterization of membranes was carried out by a capillary flow porometer, a FE-SEM and a water permeation test apparatus. The surface structure of PES membranes was affected by the exposure time as well as the relative humidity strongly. Furthermore, the addition of BE helped control surface and inner structure at certain humidity and exposure time.

Clinical Outcome of Cranial Neuropathy in Patients with Pituitary Apoplexy

  • Woo, Hyun-Jin;Hwang, Jeong-Hyun;Hwang, Sung-Kyoo;Park, Yun-Mook
    • Journal of Korean Neurosurgical Society
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    • v.48 no.3
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    • pp.213-218
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    • 2010
  • Objective : Pituitary apoplexy (PA) is described as a clinical syndrome characterized by sudden headache, vomiting, visual impairment, and meningismus caused by rapid enlargement of a pituitary adenoma, We retrospectively analyzed the clinical presentation and surgical outcome in PA presenting with cranial neuropathy. Methods : Twelve cases (33%) of PA were retrospectively reviewed among 359 patients diagnosed with pituitary adenoma, The study included 6 males and 6 females, Mean age of patients was 49,0 years, with a range of 16 to 74 years, Follow-up duration ranged from 3 to 20 months, with an average of 12 months, All patients were submitted to surgery, using the transsphenoidal approach (TSA). Results : Symptoms included abrupt headache (11/12), decreased visual acuity (12/12), visual field defect (11/12), and cranial nerve palsy of the third (5/12) and sixth (2/12) Mean height of the mass was 29.0 mm (range 15-46) Duration between the ictus and operation ranged from 1 to 15 days (mean 7.0) The symptom duration before operation and the recovery period of cranial neuropathy correlated significantly (p = 0.0286) TSA resulted in improvement of decreased visual acuity in 91.6%, visual field defect in 54.5%, and cranial neuropathy in 100% at 3 months after surgery. Conclusion : PA is a rare event, complicating 3.3% in our series, Even in blindness following pituitary apoplexy cases, improvement of cranial neuropathy is possible if adequate management is initiated in time, Surgical decompression must be considered as soon as possible in cases with severe visual impairment or cranial neuropathy.

Isolation of a Potent Protease Producing Bacillus subtilis from Kimchi (김치로부터 단백질 분해 효소활성이 우수한 Bacillus subtilis 균주의 분리)

  • Choi, Chan-Yeong;Kim, Myoung-Dong
    • Microbiology and Biotechnology Letters
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    • v.45 no.1
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    • pp.12-18
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    • 2017
  • Microbial strains exhibiting proteolytic activity were isolated from kimchi, one of traditional fermented foods in Korea. Eight strains formed clear zones around their colonies when grown on TSA plates supplemented with skim milk. MBE/L865 exhibited 2.6-fold higher protease activity than that of control strain (Bacillus subtilis KCTC13112). MBE/L865 was identified as B. subtilis and deposited in the Korean Collection for Type Cultures under the accession number of KCCM43059. The optimum growth conditions for B. subtilis KCCM43059 were determined to be $37^{\circ}C$ and pH 8. The strain showed maximum protease activity ($429.37{\pm}18.65U/mg$ protein) at $60^{\circ}C$ and pH 6. Further, B. subtilis KCCM43059 had a higher salt (NaCl) tolerance than that of the control strain.

Ten technical aspects of baseplate fixation in reverse total shoulder arthroplasty for patients without glenoid bone loss: a systematic review

  • Reinier W.A. Spek;Lotje A. Hoogervorst;Rob C. Brink;Jan W. Schoones;Derek F.P. van Deurzen;Michel P.J. van den Bekerom
    • Clinics in Shoulder and Elbow
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    • v.27 no.1
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    • pp.88-107
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    • 2024
  • The aim of this systematic review was to collect evidence on the following 10 technical aspects of glenoid baseplate fixation in reverse total shoulder arthroplasty (rTSA): screw insertion angles; screw orientation; screw quantity; screw length; screw type; baseplate tilt; baseplate position; baseplate version and rotation; baseplate design; and anatomical safe zones. Five literature libraries were searched for eligible clinical, cadaver, biomechanical, virtual planning, and finite element analysis studies. Studies including patients >16 years old in which at least one of the ten abovementioned technical aspects was assessed were suitable for analysis. We excluded studies of patients with: glenoid bone loss; bony increased offset-reversed shoulder arthroplasty; rTSA with bone grafts; and augmented baseplates. Quality assessment was performed for each included study. Sixty-two studies were included, of which 41 were experimental studies (13 cadaver, 10 virtual planning, 11 biomechanical, and 7 finite element studies) and 21 were clinical studies (12 retrospective cohorts and 9 case-control studies). Overall, the quality of included studies was moderate or high. The majority of studies agreed upon the use of a divergent screw fixation pattern, fixation with four screws (to reduce micromotions), and inferior positioning in neutral or anteversion. A general consensus was not reached on the other technical aspects. Most surgical aspects of baseplate fixation can be decided without affecting fixation strength. There is not a single strategy that provides the best outcome. Therefore, guidelines should cover multiple surgical options that can achieve adequate baseplate fixation.

Biological Characters of Bacillus pumilus CPB-St Inhibiting the Growth of Fish Pathogenic Streptococci (어류병원성 연쇄구균의 생장을 억제하는 Bacillus pumilus CPB-St의 생물학적 특성)

  • Lee, Minyeong;Kim, Eunheui
    • Journal of fish pathology
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    • v.28 no.2
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    • pp.63-69
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    • 2015
  • The biological characteristics of Bacillus sp.CPB-St as a probiotic strain to control fish streptococcosis was determined. Based on 16S rRNA sequencing, Bacillus sp.CPB-St was identified as Bacillus pumilus and named B. pumilus CPB-St (Abbreviated as CPB-St). Growth inhibitory activity of CPB-St against Streptococcus spp. was examined at three different incubation temperatures ($20^{\circ}C$, $25^{\circ}C$, and $30^{\circ}C$) and three culture media (NA, TSA, and BHIA) based on the diameter of inhibition zone. Its activity (inhibition zone of 11~29 mm) at $20^{\circ}C$ was higher than that (12~21 mm) at $30^{\circ}C$. Its activity (29 mm) in NA media was the same as that (29 mm) in TSA media. However, it was higher than that (22 mm) in BHIA media. The inhibitory activity of CPB-St against Streptococcus spp. was high at pH7. However, its activity was the same at salinity of 0.5% to 3%. CPB-St showed maximum growth after incubation at $25^{\circ}C$ for 48 h. To use CPB-St as probiotics, settlement studies in fish intestine and its efficacy through feeding are needed. CPB-St was highly resistant to gastric juice at pH4 and flounder's bile salt as well as deoxycholic acid at $300{\mu}g/ml$. CPB-St showed optimal viability in 1% NaCl. It showed similar growth in 0% to 7% NaCl. CPB-St could tolerate $-20^{\circ}C$ and $-70^{\circ}C$ for 45 min. There was no difference in the growth of the strain between room temperature and $4^{\circ}C$. Fish diet supplemented with CPB-St could be stored at low temperature without cell loss. Therefore, CPB-St might be used as probiotics to control streptococcosis of fish.

Research on the Diversity of Intestinal Microbial Communities of Red tilefish (Branchiostegus japonicus) by 16S rDNA Sequence Analysis (16S rDNA 염기서열 분석에 의한 옥돔(Branchiostegus japonicus)의 장내미생물 군집의 다양성 조사)

  • Kim, Min-Seon;Lee, Seung-Jong;Heo, Moon-Soo
    • Journal of Life Science
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    • v.28 no.3
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    • pp.361-368
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    • 2018
  • This study investigated the diversity of communities of intestinal microorganisms, separated from the intestinal organs of Red tilefish (Branchiostegus japonicas), collected on the Jeju Coast. First, in the isolation of 1.5% BHIA, MA, TSA and R2A Agar on the medium, there were most colonies in 1.5% BHIA. The results of aerobic culture and anaerobic culture were $1.7{\times}10^6CFU/g^{-1}$ and $1.1{\times}10^5cfu/g^{-1}$, respectively, on average, and 147 pure colonies were separated in total. In 16S rDNA sequencing, there were 58 genera and 74 species, showing 95-100% similarity with the basic strain. They were divided broadly into 5 phyla, and as the main phyletic group, Proteobacteria phylum comprised 50% with 9 families, 35 genera and 35 species of Moraxellaceae, Rhodobacteraceae, Shewanellae, Halomondaceae, Enterobacteriaceae, Vibrionaceae, Hahellaceae, Pseudomonadaceae, and Erythrobacteraceae, with the highest index of dominance. Actinobacteria phylum comprised 24% with 8 families, 11 genera and 17 species of Microbacteriaceae, Intrasporangiaceae, Dietziaceae, Dermabacteraceae, Dermacoccaceae, Nocardiodaceae, Brevibacteriaceae and Propionobacteriacea; Firmicutes phylum, 16% with 6 families, 8 genera and 17 species of Bacillaceae, Staphylcoccaceae, Planococcaceae, Streptococcaceae, Paenibacillaceae and Clostridiaceae; Bacteroidetes phylum, 6% with 2 families, 3 genera and 4 species of Cyclobacteriaceae and Flavobacteriaceae; and Deinococcus-Thermus phylum, 4% with 1 family, 1 genus and 1 species of Deinococcaceae.

Tranexamic Acid Reduces Postoperative Blood Loss in Reverse Total Shoulder Arthroplasty (역행성 견관절 전치환술에서 트라넥삼산의 출혈 및 수혈 감소 효과)

  • Park, Kee Young;Kim, In Bo;Kim, Eun Yeol;Lee, Kwang Suk
    • Journal of the Korean Orthopaedic Association
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    • v.56 no.5
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    • pp.391-397
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    • 2021
  • Purpose: Tranexamic acid (TXA) can reduce perioperative blood loss and the frequency of blood transfusions in lower extremity surgery. On the other hand, the effects of TXA on reverse total shoulder arthroplasty (rTSA) remain undetermined. This study evaluated the efficacy of TXA on perioperative blood loss, transfusion requirements, and the change in the hemotologic index. Materials and Methods: This study evaluated patients who underwent rTSA from September 2009 to July 2020. The patients were classified into two groups. The TXA group were administered TXA intravenously and topical TXA during surgery. The non-TXA group was not administered TXA. The quantity of hemovac drainage, which represented the postoperative blood loss, transfusion requirements, and postoperative change in hemoglobin and hematocrit level, were recorded. Results: The TXA and non-TXA groups consisted of 93 and 84 patients, respectively. The preoperative demographics showed no significant differences in age (72.0±7.0 vs. 71.5±5.8, p=0.656), sex (male:female, 28:65 vs. 23:61, p=0.689) and the prevalence of hypertension and diabetes (hypertension:diabetes:both, 36:3:13 vs. 32:3:8, p=0.806) between the two groups. There were significant differences in the requirements of transfusion (0 vs. 9, p=0.001), hemovac drainage at the 1st (98.8±61.2 ml vs. 162.7±98.8 ml, p<0.001), the 2nd postoperative day (73.8±48.4 ml vs. 91.5±54.5 ml, p=0.024), hemoglobin level at the 1st (11.7±1.2 g/dl vs. 11.2±1.4 g/dl, p=0.048), 3rd (10.9±1.2 g/dl vs. 10.2±1.2 g/dl, p<0.001), and 6th (11.2±1.3 g/dl vs. 10.7±1.3 g/dl, p=0.020) postoperative day, and the hematocrit level at the 1st (35.0%±3.6% vs. 32.5%±3.8%, p=0.001), 3rd (32.3%±5.0% vs. 29.8%±3.6%, p<0.001), and 6th (33.5%±3.8% vs. 31.5%±3.7%, p<0.001) postoperative day between the two groups. Conclusion: Intravenous and topical intra-articular TXA can reduce the transfusion requirement and blood loss in rTSA.

Cellular Responses and Morphological Changes of RDX-degrading Bacterium, Pseudomonas sp. HK-6 Exposed by Explosive Hexahydro-1,3,5-triaitro-1,3,5-triazine (RDX). (폭약 Hexahydro-1,3,5-trinitro-1,3,5-triazine(RDX)에 노출된 분해세균 Pseudomonas sp. HK-6의 세포반응과 형태변화)

  • 장효원;강형일;김치경;오계헌
    • Microbiology and Biotechnology Letters
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    • v.31 no.1
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    • pp.75-82
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    • 2003
  • The cellular responses of RDX-degrading bacterium, Pseudomonas sp. HK-6 to explosive hexahydro-1,3,5-trinitro-1,3,5-triazine (RDX) were examined. Strain HK-6 grown at different RDX concentrations was found to demonstrate the survival rate in proportional to the rate of the stress shock proteins produced in this bacterium. Analysis of total cellular fatty acid acids showed that lipids 10:0 iso and 14:1 $\omega$5c/$\omega$5t increased approx three times in strain HK-6 grown on RDX media than TSA media. SDS-PAGE and Western blot using anti-DnaK and GroEL revealed that several stress shock proteins including 70 kDa DnaK and 60 kDa CroEL were newly synthesized in strain HK-6 exposed to different RDX concentrations in exponentially growing cultures. 2-D PAGE of soluble protein fractions from the culture of HK-6 exposed to RDX demonstrated that approximately 300 spots were observed on the silver stained gel ranging from pH 3 to pH 10. As a result, 10 spots were significantly induced and expressed in response to RDX. Scanning electron microscopy fur the cells treated with 0.135 mM RDX for 12 hrs showed the presence of perforations and irregular rod shapes with wrinkled surfaces.