1.Dental Age Estimation in Children Using Convolution Neural Network Algorithm: A Pilot Study
Byung-Yoon ROH ; Hyun-Jeong PARK ; Kyung-Ryoul KIM ; In-Soo SEO ; Yeon-Ho OH ; Ju-Heon LEE ; Chang-Un CHOI ; Yo-Seob SEO ; Ji-Won RYU ; Jong-Mo AHN
Journal of Oral Medicine and Pain 2024;49(4):118-123
Purpose:
Recently, deep learning techniques have been introduced for age estimation, with automated methods based on radiographic analysis demonstrating high accuracy. In this study, we applied convolutional neural network (CNN) techniques to the lower dentition area on orthopantomograms (OPGs) of children to develop an automated age estimation model and evaluate its accuracy for use in forensic dentistry.
Methods:
In this study, OPGs of 2,856 subjects aged 3-14 years were analyzed. The You Only Look Once (YOLO) V8 object detection technique was applied to extract the mandibular dentition area on OPGs, designating it as the region of interest (ROI). First, 200 radiographs were randomly selected, and were used to train a model for extracting the ROI. The trained model was then applied to the entire dataset. For the CNN image classification task, 80% of OPGs were allocated to the training set, while the remaining 20% were used as the test set. A transfer learning approach was employed using the ResNet50 and VGG19 backbone models, with an ensemble technique combining these models to improve performance. The mean absolute error (MAE) on the test set was used as the validation metric, and the model with the lowest MAE was selected.
Results:
In this study, the age estimation model developed using mandibular dentition region from OPGs achieved MAE and root mean squared error (RMSE) values of 0.501 and 0.742, respectively, on the test set, and MAE and RMSE values of 0.273 and 0.354, respectively, on the training set.
Conclusions
The automated age estimation model developed in this study demonstrated accuracy comparable to that of previous research and shows potential for applications in forensic investigations. Increasing the sample size and incorporating diverse deep learning techniques are expected to further enhance the accuracy of future age estimation models.
2.The Efficacy and Safety of Cynanchum atratum Root Extract with Containing Moisturizer on Skin Barrier Function and Itch Relief
Hae Chang JOH ; Jin Seo PARK ; Won Seob LEE ; Nam Kyoung KIM ; Mihn-Sook JUE ; Hyeone KIM ; Joo Yeon KO
Korean Journal of Dermatology 2023;61(9):536-545
Background:
Patients with skin barrier dysfunction often coincides with pruritus, creating a ‘vicious cycle’ of dry skin and itching. Recently, Cynanchum atratum (CA) extract and its constituents have demonstrated effects on atopic dermatitis both in vivo and in vitro.
Objective:
This study aimed to assess the safety and efficacy of a moisturizer infused with CA extract in enhancing epidermal barrier function and reducing pruritus.
Methods:
A total 36 participants with skin barrier dysfunction with pruritus (mean age: 46.22±12.48 years) applied the CA-containing moisturizer topically twice daily for up to 4 weeks. Treatment efficacy was assessed by the investigator using the erythema scaling induration fissuring (ESIF) scale, transepidermal water loss (TEWL), skin hydration, visual analogue scale (VAS) for pruritus, and overall patient satisfaction assessed via questionnaire.
Results:
The CA-containing moisturizer demonstrated favorable tolerability, and yielded significant pruritus relief as evidenced by VAS scores after 2 and 4 weeks of application (p<0.05). Significant decreases in TEWL (p<0.05) and skin hydration (p<0.05) were observed after 2 and 4 weeks, indicating enhanced skin barrier function. Moreover, significant relief from pruritus and reductions in ESIF were observed at 2 and 4 weeks of application (p <0.05), aligning with the high levels of patient satisfaction was high.
Conclusion
The CA-infused moisturizer emerged as a safe and effective intervention for restoring skin barrier function and providing itch relief.
3.XperCT-guided Intra-cisterna Magna Injection of Streptozotocin for Establishing an Alzheimer’s Disease Model Using the Cynomolgus Monkey (Macaca fascicularis)
Junghyung PARK ; Jinyoung WON ; Chang-Yeop JEON ; Kyung Seob LIM ; Won Seok CHOI ; Sung-hyun PARK ; Jincheol SEO ; Jiyeon CHO ; Jung Bae SEONG ; Hyeon-Gu YEO ; Keonwoo KIM ; Yu Gyeong KIM ; Minji KIM ; Kyung Sik YI ; Youngjeon LEE
Experimental Neurobiology 2022;31(6):409-418
Till date, researchers have been developing animal models of Alzheimer’s disease (AD) in various species to understand the pathological characterization and molecular mechanistic pathways associated with this condition in humans to identify potential therapeutic treatments. A widely recognized AD model that mimics the pathology of human AD involves the intracerebroventricular (ICV) injection with streptozotocin (STZ).However, ICV injection as an invasive approach has several limitations related to complicated surgical procedures. Therefore, in the present study, we created a customized stereotaxic frame using the XperCT-guided system for injecting STZ in cynomolgus monkeys, aiming to establish an AD model. The anatomical structures surrounding the cisterna magna (CM) were confirmed using CT/MRI fusion images of monkey brain with XperCT, the c-arm cone beam computed tomography. XperCT was used to determine the appropriate direction in which the needle tip should be inserted within the CM region. Cerebrospinal fluid (CSF) was collected to confirm the accurate target site when STZ was injected into the CM.Cynomolgus monkeys were administered STZ dissolved in artificial CSF once every week for 4 weeks via intracisterna magna (ICM) injection using XperCT-guided stereotactic system. The molecular mechanisms underlying the progression of STZ-induced AD pathology were analyzed two weeks after the final injection. The monkeys subjected to XperCT-based STZ injection via the ICM route showed features of AD pathology, including markedly enhanced neuronal loss, synaptic impairment, and tau phosphorylation in the hippocampus. These findings suggest a new approach for the construction of neurodegenerative disease models and development of therapeutic strategies.
4.Anti-microbial and anti-inflammatory effects of Cheonwangbosim-dan against Helicobacter pylori-induced gastritis
Hee-Seon PARK ; Hye-Yun JEONG ; Young-Suk KIM ; Chang-Seob SEO ; Hyekyung HA ; Hyo-Jung KWON
Journal of Veterinary Science 2020;21(3):e39-
Background:
There are various Helicobacter species colonizing the stomachs of animals. Although Helicobacter species usually cause asymptomatic infection in the hosts, clinical signs can occur due to gastritis associated with Helicobacter in animals. Among them, Helicobacter pylori is strongly associated with chronic gastritis, gastric ulcers, and gastric cancers. As the standard therapies used to treat H. pylori have proven insufficient, alternative options are needed to prevent and eradicate the diseases associated with this bacterium. Cheonwangbosim-dan (CBD), a traditional herbal formula that is popular in East Asia, has been commonly used for arterial or auricular flutter, neurosis, insomnia, and cardiac malfunction-induced disease.
Objectives:
The present study investigated the antimicrobial effect of CBD on H. pylori-infected human gastric carcinoma AGS cells and model mice.
Methods:
AGS cells were infected with H. pylori and treated with a variety of concentrations of CBD or antibiotics. Mice were given 3 oral inoculations with H. pylori and then dosed with CBD (100 or 500 mg/kg) for 4 weeks or with standard antibiotics for 1 week. One week after the last treatment, gastric samples were collected and examined by histopathological analysis, real-time quantitative polymerase chain reaction, and immunoblotting.
Results:
Our results showed that CBD treatment of AGS cells significantly reduced the H. pylori-induced elevations of interleukin-8, inducible nitric oxide synthase (iNOS), and cyclooxygenase-2 (COX-2). In the animal model, CBD treatment inhibited the colonization of H. pylori and the levels of malondialdehyde, inflammation, proinflammatory cytokines, iNOS, and COX-2 in gastric tissues. CBD also decreased the phosphorylation levels of p38 mitogen-activated protein kinase family.
Conclusions
This study suggests that CBD might be a prospective candidate for treatingH. pylori-induced gastric injury.
5.Assessment of Hand Motor Function in a Non-human Primate Model of Ischemic Stroke
Jinyoung WON ; Kyung Sik YI ; Chi-Hoon CHOI ; Chang-Yeop JEON ; Jincheol SEO ; Keonwoo KIM ; Hyeon-Gu YEO ; Junghyung PARK ; Yu Gyeong KIM ; Yeung Bae JIN ; Bon-Sang KOO ; Kyung Seob LIM ; Sangil LEE ; Ki Jin KIM ; Won Seok CHOI ; Sung-Hyun PARK ; Young-Hyun KIM ; Jae-Won HUH ; Sang-Rae LEE ; Sang-Hoon CHA ; Youngjeon LEE
Experimental Neurobiology 2020;29(4):300-313
Ischemic stroke results from arterial occlusion and can cause irreversible brain injury. A non-human primate (NHP) model of ischemic stroke was previously developed to investigate its pathophysiology and for efficacy testing of therapeutic candidates; however, fine motor impairment remains to be well-characterized. We evaluated hand motor function in a cynomolgus monkey model of ischemic stroke. Endovascular transient middle cerebral artery occlusion (MCAO) with an angiographic microcatheter induced cerebral infarction. In vivo magnetic resonance imaging mapped and measured the ischemia-induced infarct lesion. In vivo diffusion tensor imaging (DTI) of the stroke lesion to assess the neuroplastic changes and fiber tractography demonstrated three-dimensional patterns in the corticospinal tract 12 weeks after MCAO. The hand dexterity task (HDT) was used to evaluate fine motor movement of upper extremity digits. The HDT was modified for a home cage-based training system, instead of conventional chair restraint training. The lesion was localized in the middle cerebral artery territory, including the sensorimotor cortex. Maximum infarct volume was exhibited over the first week after MCAO, which progressively inhibited ischemic core expansion, manifested by enhanced functional recovery of the affected hand over 12 weeks after MCAO. The total performance time decreased with increasing success rate for both hands on the HDT. Compensatory strategies and retrieval failure improved in the chronic phase after stroke. Our findings demonstrate the recovery of fine motor skill after stroke, and outline the behavioral characteristics and features of functional disorder of NHP stroke model, providing a basis for assessing hand motor function after stroke.
6.Impaired Hand Dexterity Function in a Non-human Primate Model with Chronic Parkinson’s Disease
Jin cheol SEO ; Jin young WON ; Keon woo KIM ; Jung hyung PARK ; Hyeon-Gu YEO ; Yu Gyeong KIM ; Seung Ho BAEK ; Hoonwon LEE ; Chang-Yeop JEON ; Won Seok CHOI ; Sangil LEE ; Ki Jin KIM ; Sung-Hyun PARK ; Yeong hoon SON ; Kang Jin JEONG ; Kyung Seob LIM ; Philyong KANG ; Hwal-Yong LEE ; Hee-Chang SON ; Jae-Won HUH ; Young-Hyun KIM ; Dong-Seok LEE ; Sang-Rae LEE ; Ji-Woong CHOI ; Young jeon LEE
Experimental Neurobiology 2020;29(5):376-388
ymptoms of Parkinson’s disease (PD) caused by loss of dopaminergic neurons are accompanied by movement disorders, including tremors, rigidity, bradykinesia, and akinesia. Non-human primate (NHP) models with PD play an essential role in the analysis of PD pathophysiology and behavior symptoms. As impairments of hand dexterity function can affect activities of daily living in patients with PD, research on hand dexterity function in NHP models with chronic PD is essential. Traditional rating scales previously used in the evaluation of animal spontaneous behavior were insufficient due to factors related to subjectivity and passivity. Thus, experimentally designed applications for an appropriate apparatus are necessary. In this study, we aimed to longitudinally assess hand dexterity function using hand dexterity task (HDT) in NHP-PD models. To validate this assessment, we analyzed the alteration in Parkinsonian tremor signs and the functionality of presynaptic dopaminergic neuron using positron emission tomography imaging of dopamine transporters in these models. In addition, a significant inverse correlation between HDT and DAT level was identified, but no local bias was found. The correlation with intention tremor signs was lower than the resting tremor. In conclusion, the evaluation of HDT may reflect behavioral symptoms of NHP-PD models. Furthermore, HDT was effectively used to experimentally distinguish intention tremors from other tremors.
7.Long-term Efficacy of S-1 Monotherapy or Capecitabine Plus Oxaliplatin as Adjuvant Chemotherapy for Patients with Stage II or III Gastric Cancer after Curative Gastrectomy: a Propensity Score-Matched Multicenter Cohort Study
Chang Min LEE ; Moon-Won YOO ; Young-Gil SON ; Sung Jin OH ; Jong-Han KIM ; Hyoung-Il KIM ; Joong-Min PARK ; Hoon HUR ; Ye Seob JEE ; Sun-Hwi HWANG ; Sung-Ho JIN ; Sang Eok LEE ; Ji-Ho PARK ; Kyung Won SEO ; Sungsoo PARK ; Chang Hyun KIM ; In Ho JEONG ; Han Hong LEE ; Sung Il CHOI ; Sang-Il LEE ; Chan Young KIM ; In-Hwan KIM ; Myoung-Won SON ; Kyung Ho PAK ; Sungsoo KIM ; Moon-Soo LEE ; Jae-Seok MIN
Journal of Gastric Cancer 2020;20(2):152-164
Purpose:
To compare long-term disease-free survival (DFS) between patients receiving tegafur/gimeracil/oteracil (S-1) or capecitabine plus oxaliplatin (CAPOX) adjuvant chemotherapy (AC) for gastric cancer (GC).
Materials and Methods:
This retrospective multicenter observational study enrolled 983 patients who underwent curative gastrectomy with consecutive AC with S-1 or CAPOX for stage II or III GC at 27 hospitals in Korea between February 2012 and December 2013. We conducted propensity score matching to reduce selection bias. Long-term oncologic outcomes, including DFS rate over 5 years (over-5yr DFS), were analyzed postoperatively.
Results:
The median and longest follow-up period were 59.0 and 87.6 months, respectively. DFS rate did not differ between patients who received S-1 and CAPOX for pathologic stage II (P=0.677) and stage III (P=0.899) GC. Moreover, hazard ratio (HR) for recurrence did not differ significantly between S-1 and CAPOX (reference) in stage II (HR, 1.846; 95% confidence interval [CI], 0.693–4.919; P=0.220) and stage III (HR, 0.942; 95% CI, 0.664–1.337; P=0.738) GC. After adjustment for significance in multivariate analysis, pT (4 vs. 1) (HR, 11.667; 95% CI, 1.595–85.351; P=0.016), pN stage (0 vs. 3) (HR, 2.788; 95% CI, 1.502–5.174; P=0.001), and completion of planned chemotherapy (HR, 2.213; 95% CI, 1.618–3.028; P<0.001) were determined as independent prognostic factors for DFS.
Conclusions
S-1 and CAPOX AC regimens did not show significant difference in over-5yr DFS after curative gastrectomy in patients with stage II or III GC. The pT, pN stage, and completion of planned chemotherapy were prognostic factors for GC recurrence.
8.Seasonal patterns and etiologies of croup in children during the period 2010–2015: A multicenter retrospective study
Yong Ju LEE ; Hyo Bin KIM ; Bong Seong KIM ; Chang Keun KIM ; Cheol Hong KIM ; Hyung Young KIM ; Sangyoung KIM ; Yunsun KIM ; Chorong PARK ; Ju Hee SEO ; In Suk SOL ; Myongsoon SUNG ; Min Seob SONG ; Dae Jin SONG ; Young Min AHN ; Hea Lin OH ; Jinho YU ; Kyung Suk LEE ; Eun LEE ; Ju Suk LEE ; Gwang Cheon JANG ; Yoon Young JANG ; Eun Hee CHUNG ; Hai Lee CHUNG ; Sung Min CHOI ; Yun Jung CHOI ; Man Yong HAN ; Hyeon Jong YANG ; Jung Yeon SHIM ; Jin Tack KIM ;
Allergy, Asthma & Respiratory Disease 2019;7(2):78-85
PURPOSE: Croup is known to have epidemics in seasonal and biennial trends, and to be strongly associated with epidemics of parainfluenza virus. However, seasonal and annual epidemics of croup have not been clearly reported in Korea. This study aimed to examine the seasonal/annual patterns and etiologies of childhood croup in Korea during a consecutive 6-year period. METHODS: Pediatric croup data were collected from 23 centers in Korea from 1 January 2010 to 31 December 2015. Electronic medical records, including multiplex reverse transcription polymerase chain reaction (RT-PCR) results, demographics and clinical information were cross-sectionally reviewed and analyzed. RESULTS: Overall, 2,598 childhood croup patients requiring hospitalization were identified during the study period. Among them, a total of 927 who underwent RT-PCR were included in the analysis. Males (61.5%) predominated, and most (63.0%) of them were younger than 2 years of age (median, 19 months; interquartile range, 11–31 months). Peak hospitalization occurred in 2010 and 2012 in even-numbered years, and parainfluenza virus (PIV, 39.7%) was the most common cause of childhood croup requiring hospitalization, followed by respiratory syncytial virus (14.9%), human rhinovirus (12.5%), Mycoplasma pneumonaie (10.6%), and human coronavirus (7.3%). CONCLUSION: It is concluded that croup hospitalization has a biennial pattern in even-numbered years. PIV may be the most common cause of childhood croup; however, croup epidemics could be attributed to other viruses.
Child
;
Coronavirus
;
Croup
;
Demography
;
Electronic Health Records
;
Hospitalization
;
Humans
;
Korea
;
Male
;
Mycoplasma
;
Paramyxoviridae Infections
;
Polymerase Chain Reaction
;
Respiratory Syncytial Viruses
;
Retrospective Studies
;
Reverse Transcription
;
Rhinovirus
;
Seasons
9.Quantification of the Bioactive Components of the Rhizomes of Curcuma wenyujin and Assessment of Its Anti-inflammatory Effect in Benign Prostatic Hyperplasia-1 Cells
Chang Seob SEO ; Eunsook PARK ; Mee Young LEE ; Hyeun Kyoo SHIN
Natural Product Sciences 2019;25(3):238-243
In this study, the marker compounds of Curcumae Rhizoma (CR) were simultaneously quantified by high-performance liquid chromatography equipped with a photodiode array detector and the anti-inflammatory effects of CR extract and marker compounds in human benign prostatic hyperplasia epithelial-1 (BPH-1) cell lines were investigated. The marker components (4S,5S)-(+)-germacrone-4,5-epoxide, furanodienone, and germacrone, were separated on Gemini C₁₈ columns (250 mm × 4.6 mm, 5 µm) at 40 ℃ by using a gradient of two mobile phases eluting at 1.0 mL/min. Prostaglandin E₂ (PGE₂) levels in Human BPH-1 cells were determined with an ELISA kit. The coefficients of determination in a calibration curve of each analyte were all 0.9997. The limits of detection and quantification of the three compounds were 0.10 – 0.32 µg/mL and 0.30 – 0.98 µg/mL, respectively. The content of three compounds, (4S,5S)-(+)-germacrone-4,5-epoxide, furanodienone, and germacrone, in the CR sample were found to be 5.79 – 5.92 mg/g, 4.72 – 4.86 mg/g, and 1.06 – 1.09 mg/g, respectively. Regarding pharmacological activity against benign prostatic hyperplasia, CR and its components significantly suppressed PGE₂ levels of BPH-1 cells. The established analysis method will help to improve quality assessment of CR samples and related products. In addition, CR and its components exhibit anti-inflammatory activity in BPH-1 cells, suggesting the inhibitory efficacy of these compounds against the pathogenesis of BPH.
Calibration
;
Cell Line
;
Chromatography, Liquid
;
Curcuma
;
Enzyme-Linked Immunosorbent Assay
;
Humans
;
Limit of Detection
;
Methods
;
Prostatic Hyperplasia
;
Rhizome
10.Abnormal Mitochondria in a Non-human Primate Model of MPTP-induced Parkinson's Disease: Drp1 and CDK5/p25 Signaling
Junghyung PARK ; Jincheol SEO ; Jinyoung WON ; Hyeon Gu YEO ; Yu Jin AHN ; Keonwoo KIM ; Yeung Bae JIN ; Bon Sang KOO ; Kyung Seob LIM ; Kang Jin JEONG ; Philyong KANG ; Hwal Yong LEE ; Seung Ho BAEK ; Chang Yeop JEON ; Jung Joo HONG ; Jae Won HUH ; Young Hyun KIM ; Sang Je PARK ; Sun Uk KIM ; Dong Seok LEE ; Sang Rae LEE ; Youngjeon LEE
Experimental Neurobiology 2019;28(3):414-424
Mitochondria continuously fuse and divide to maintain homeostasis. An impairment in the balance between the fusion and fission processes can trigger mitochondrial dysfunction. Accumulating evidence suggests that mitochondrial dysfunction is related to neurodegenerative diseases such as Parkinson's disease (PD), with excessive mitochondrial fission in dopaminergic neurons being one of the pathological mechanisms of PD. Here, we investigated the balance between mitochondrial fusion and fission in the substantia nigra of a non-human primate model of 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-induced PD. We found that MPTP induced shorter and abnormally distributed mitochondria. This phenomenon was accompanied by the activation of dynamin-related protein 1 (Drp1), a mitochondrial fission protein, through increased phosphorylation at S616. Thereafter, we assessed for activation of the components of the cyclin-dependent kinase 5 (CDK5) and extracellular signal-regulated kinase (ERK) signaling cascades, which are known regulators of Drp1(S616) phosphorylation. MPTP induced an increase in p25 and p35, which are required for CDK5 activation. Together, these findings suggest that the phosphorylation of Drp1(S616) by CDK5 is involved in mitochondrial fission in the substantia nigra of a non-human primate model of MPTP-induced PD.
1-Methyl-4-phenyl-1,2,3,6-tetrahydropyridine
;
Cyclin-Dependent Kinase 5
;
Cyclin-Dependent Kinases
;
Dopaminergic Neurons
;
Homeostasis
;
Mitochondria
;
Mitochondrial Dynamics
;
Neurodegenerative Diseases
;
Parkinson Disease
;
Phosphorylation
;
Phosphotransferases
;
Primates
;
Substantia Nigra

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