1.Pituitary abnormalities in patients with pediatric growth hormone deficiency in a single tertiary center
Hyeon Jun JUNG ; Jeong Rye KIM ; Jeesuk YU
Annals of Pediatric Endocrinology & Metabolism 2024;29(6):365-370
Purpose:
There is controversy as to whether brain magnetic resonance imaging (MRI) should be performed on all children with growth hormone deficiency (GHD) including those judged to have mild GHD. This study was aimed to determine the frequency of pituitary or intracranial abnormalities in pediatric GHD and to identify risk factors that may predict pituitary or intracranial abnormalities.
Methods:
A total of 95 pediatric GHD patients were included. Their medical records and brain magnetic resonance (MR) images were reviewed retrospectively.
Results:
Abnormal pathogenic MR images were found in 14 patients (14.7%), including 10 (10.5%) with pituitary hypoplasia and 4 (4.2%) with pituitary stalk interruption syndrome. Serum levels of insulin-like growth factor-I (IGF-I), IGF-I standard deviation score (SDS), insulin-like growth factor binding protein 3 (IGFBP3), and growth hormone (GH) peak level of GH stimulation test were statistically significantly lower in the group with abnormal brain MRI. The frequency of abnormal MRI was statistically significantly higher in the complete GHD group. IGF-1 SDS showed the highest area under the curve which can predict the presence of brain abnormality with a sensitivity of 85% and a specificity of 71.4%, if IGF-1 SDS was less than -1.365. IGF-1, IGFBP3, and GH peak levels also showed good sensitivity of over 80% for predicting brain abnormalities with cutoff values of 70.285 ng/mL, 1,604 ng/mL, and 4.205 ng/mL, respectively.
Conclusion
The sensitivity and specificity of each cutoff value of IGF-1, IGF-1 SDS, IGFBP3, and GH peak levels were good and statistically significant in predicting brain MRI abnormalities. However, it was insufficient to predict all brain abnormalities with these variables. Therefore, we would like to recommend performing a brain MRI if a child is diagnosed with GHD.
2.Pituitary abnormalities in patients with pediatric growth hormone deficiency in a single tertiary center
Hyeon Jun JUNG ; Jeong Rye KIM ; Jeesuk YU
Annals of Pediatric Endocrinology & Metabolism 2024;29(6):365-370
Purpose:
There is controversy as to whether brain magnetic resonance imaging (MRI) should be performed on all children with growth hormone deficiency (GHD) including those judged to have mild GHD. This study was aimed to determine the frequency of pituitary or intracranial abnormalities in pediatric GHD and to identify risk factors that may predict pituitary or intracranial abnormalities.
Methods:
A total of 95 pediatric GHD patients were included. Their medical records and brain magnetic resonance (MR) images were reviewed retrospectively.
Results:
Abnormal pathogenic MR images were found in 14 patients (14.7%), including 10 (10.5%) with pituitary hypoplasia and 4 (4.2%) with pituitary stalk interruption syndrome. Serum levels of insulin-like growth factor-I (IGF-I), IGF-I standard deviation score (SDS), insulin-like growth factor binding protein 3 (IGFBP3), and growth hormone (GH) peak level of GH stimulation test were statistically significantly lower in the group with abnormal brain MRI. The frequency of abnormal MRI was statistically significantly higher in the complete GHD group. IGF-1 SDS showed the highest area under the curve which can predict the presence of brain abnormality with a sensitivity of 85% and a specificity of 71.4%, if IGF-1 SDS was less than -1.365. IGF-1, IGFBP3, and GH peak levels also showed good sensitivity of over 80% for predicting brain abnormalities with cutoff values of 70.285 ng/mL, 1,604 ng/mL, and 4.205 ng/mL, respectively.
Conclusion
The sensitivity and specificity of each cutoff value of IGF-1, IGF-1 SDS, IGFBP3, and GH peak levels were good and statistically significant in predicting brain MRI abnormalities. However, it was insufficient to predict all brain abnormalities with these variables. Therefore, we would like to recommend performing a brain MRI if a child is diagnosed with GHD.
3.Pituitary abnormalities in patients with pediatric growth hormone deficiency in a single tertiary center
Hyeon Jun JUNG ; Jeong Rye KIM ; Jeesuk YU
Annals of Pediatric Endocrinology & Metabolism 2024;29(6):365-370
Purpose:
There is controversy as to whether brain magnetic resonance imaging (MRI) should be performed on all children with growth hormone deficiency (GHD) including those judged to have mild GHD. This study was aimed to determine the frequency of pituitary or intracranial abnormalities in pediatric GHD and to identify risk factors that may predict pituitary or intracranial abnormalities.
Methods:
A total of 95 pediatric GHD patients were included. Their medical records and brain magnetic resonance (MR) images were reviewed retrospectively.
Results:
Abnormal pathogenic MR images were found in 14 patients (14.7%), including 10 (10.5%) with pituitary hypoplasia and 4 (4.2%) with pituitary stalk interruption syndrome. Serum levels of insulin-like growth factor-I (IGF-I), IGF-I standard deviation score (SDS), insulin-like growth factor binding protein 3 (IGFBP3), and growth hormone (GH) peak level of GH stimulation test were statistically significantly lower in the group with abnormal brain MRI. The frequency of abnormal MRI was statistically significantly higher in the complete GHD group. IGF-1 SDS showed the highest area under the curve which can predict the presence of brain abnormality with a sensitivity of 85% and a specificity of 71.4%, if IGF-1 SDS was less than -1.365. IGF-1, IGFBP3, and GH peak levels also showed good sensitivity of over 80% for predicting brain abnormalities with cutoff values of 70.285 ng/mL, 1,604 ng/mL, and 4.205 ng/mL, respectively.
Conclusion
The sensitivity and specificity of each cutoff value of IGF-1, IGF-1 SDS, IGFBP3, and GH peak levels were good and statistically significant in predicting brain MRI abnormalities. However, it was insufficient to predict all brain abnormalities with these variables. Therefore, we would like to recommend performing a brain MRI if a child is diagnosed with GHD.
4.Mitochondrial encephalomyopathy, lactic acidosis, and stroke-like episode with m.3243A>G variant involving the cerebellum and basal ganglia
Chungmo KOO ; Jaejin YANG ; Jeong Rye KIM ; Jeesuk YU
Journal of Genetic Medicine 2024;21(1):36-40
Mitochondrial encephalomyopathy, lactic acidosis, and stroke-like episode (MELAS) syndrome is a maternally inherited mitochondrial disorder that usually affects the cerebral cortex and prevents high-energy demands from being met. Herein, we present the case of a male patient who rapidly developed multiple seizures, headaches, and altered mentality accompanied by severe metabolic acidosis and lactic acidosis. Initially, a brain imaging study confirmed stroke-like lesions (SLLs) only in the cerebellum. During follow-up, newly developed SLLs with lactic acidosis were observed in the basal ganglia (BG), cerebellum, and occipital lobe. The m.3243A>G variant had been found in the patient and MELAS was diagnosed, despite the BG and cerebellum being atypical locations for SLLs in MELAS. Since most cases of m.3243A>G variant MELAS show SLLs in the cerebral cortex, this case is unusual considering the location of the lesion. We emphasize that in the case of lactic acidosis accompanied by neurological symptoms, such as seizures, as in this case, MELAS should be included in the differential diagnosis, even if SLLs are observed in areas other than the cerebral cortex.
5.Aberrant Resting-state Functional Connectivity in Complex Regional Pain Syndrome: A Network-based Statistics Analysis
Haejin HONG ; Chaewon SUH ; Eun NAMGUNG ; Eunji HA ; Suji LEE ; Rye Young KIM ; Yumi SONG ; Sohyun OH ; In Kyoon LYOO ; Hyeonseok JEONG ; Sujung YOON
Experimental Neurobiology 2023;32(2):110-118
Complex regional pain syndrome (CRPS) is a chronic neuropathic pain disorder. Pain catastrophizing, characterized by magnification, rumination, and helplessness, increases perceived pain intensity and mental distress in CRPS patients. As functional connectivity patterns in CRPS remain largely unknown, we aimed to investigate functional connectivity alterations in CRPS patients and their association with pain catastrophizing using a whole-brain analysis approach. Twenty-one patients with CRPS and 49 healthy controls were included in the study for clinical assessment and resting-state functional magnetic resonance imaging. Between-group differences in whole-brain functional connectivity were examined through a Network-based Statistics analysis. Associations between altered functional connectivity and the extent of pain catastrophizing were also assessed in CRPS patients. Relative to healthy controls, CRPS patients showed higher levels of functional connectivity in the bilateral somatosensory subnetworks (components 1~2), but lower functional connectivity within the prefronto-posterior cingulate (component 3), prefrontal (component 4), prefronto-parietal (component 5), and thalamo-anterior cingulate (component 6) subnetworks (p<0.05, family-wise error corrected). Higher levels of functional connectivity in components 1~2 (β=0.45, p=0.04) and lower levels of functional connectivity in components 3~6 (β=-0.49, p=0.047) were significantly correlated with higher levels of pain catastrophizing in CRPS patients. Higher functional connectivity in the somatosensory subnetworks implicating exaggerated pain perception and lower functional connectivity in the prefronto-parieto-cingulo-thalamic subnetworks indicating impaired cognitive-affective pain processing may underlie pain catastrophizing in CRPS.
6.Bone Age Assessment Using Artificial Intelligence in Korean Pediatric Population: A Comparison of Deep-Learning Models Trained With Healthy Chronological and Greulich-Pyle Ages as Labels
Pyeong Hwa KIM ; Hee Mang YOON ; Jeong Rye KIM ; Jae-Yeon HWANG ; Jin-Ho CHOI ; Jisun HWANG ; Jaewon LEE ; Jinkyeong SUNG ; Kyu-Hwan JUNG ; Byeonguk BAE ; Ah Young JUNG ; Young Ah CHO ; Woo Hyun SHIM ; Boram BAK ; Jin Seong LEE
Korean Journal of Radiology 2023;24(11):1151-1163
Objective:
To develop a deep-learning-based bone age prediction model optimized for Korean children and adolescents and evaluate its feasibility by comparing it with a Greulich-Pyle-based deep-learning model.
Materials and Methods:
A convolutional neural network was trained to predict age according to the bone development shown on a hand radiograph (bone age) using 21036 hand radiographs of Korean children and adolescents without known bone development-affecting diseases/conditions obtained between 1998 and 2019 (median age [interquartile range {IQR}], 9 [7–12] years; male:female, 11794:9242) and their chronological ages as labels (Korean model). We constructed 2 separate external datasets consisting of Korean children and adolescents with healthy bone development (Institution 1: n = 343;median age [IQR], 10 [4–15] years; male: female, 183:160; Institution 2: n = 321; median age [IQR], 9 [5–14] years; male:female, 164:157) to test the model performance. The mean absolute error (MAE), root mean square error (RMSE), and proportions of bone age predictions within 6, 12, 18, and 24 months of the reference age (chronological age) were compared between the Korean model and a commercial model (VUNO Med-BoneAge version 1.1; VUNO) trained with Greulich-Pyle-based age as the label (GP-based model).
Results:
Compared with the GP-based model, the Korean model showed a lower RMSE (11.2 vs. 13.8 months; P = 0.004) and MAE (8.2 vs. 10.5 months; P = 0.002), a higher proportion of bone age predictions within 18 months of chronological age (88.3% vs. 82.2%; P = 0.031) for Institution 1, and a lower MAE (9.5 vs. 11.0 months; P = 0.022) and higher proportion of bone age predictions within 6 months (44.5% vs. 36.4%; P = 0.044) for Institution 2.
Conclusion
The Korean model trained using the chronological ages of Korean children and adolescents without known bone development-affecting diseases/conditions as labels performed better in bone age assessment than the GP-based model in the Korean pediatric population. Further validation is required to confirm its accuracy.
7.Usefulness of ultrasonography in diagnosis of intestinal obstruction by a water bead
Yoon Soo KIM ; Hyeon Joon JUNG ; Seo Yeol CHOI ; Kyung Sik HONG ; Ju-Hee SEO ; Jeong Rye KIM ; Youn Joon PARK ; Kunsong LEE
Pediatric Emergency Medicine Journal 2023;10(1):45-48
Water beads are dangerous foreign bodies causing intestinal obstruction in young children because the beads absorb water and are radiolucent. Although the features lead to progressive intestinal obstruction, it is difficult to diagnose ingestion of the beads by imaging studies. For the diagnosis, ultrasonography is safe, fast, and accurate. The imaging modality can show intestinal water beads as spherical, anechoic, smoothly demarcated cysts. This characteristic finding may be more useful in rapid and accurate diagnosis than computed tomography scan. We report a case of an 8-month-old boy who obtained a timely sonographic diagnosis of water bead-induced small bowel obstruction in the emergency department.
8.Hyaluronic Acid Coating on Hydrophobic Tracheal Scaffold Enhances Mesenchymal Stem Cell Adhesion and Tracheal Regeneration
Ji Suk CHOI ; Min Sang LEE ; Jooyoung KIM ; Min Rye EOM ; Eun Ji JEONG ; Minhyung LEE ; Su A PARK ; Ji Hoon JEONG ; Seong Keun KWON
Tissue Engineering and Regenerative Medicine 2021;18(2):225-233
BACKGROUND:
Long segmental tracheal repair is challenging in regenerative medicine due to low adhesion of stem cells to tracheal scaffolds. Optimal transplantation of stem cells for tracheal defects has not been established. We evaluated the role of hyaluronic acid (HA) coating of tracheal scaffolds in mesenchymal stem cell (MSC) adhesion and tracheal regeneration in a rabbit model.
METHODS:
A three-dimensionally printed tubular tracheal prosthesis was incubated with dopa-HA-fluorescein isothiocyanate in phosphate-buffered saline for 2 days. MSCs were incubated with an HA-coated scaffold, and their adhesion was evaluated by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assay. HA coated scaffolds with or without MSC seeding were transplanted at the circumferential tracheal defect in rabbits, and survival, rigid bronchoscopy, radiologic findings, and histologic findings were compared between the two groups.
RESULTS:
HA-coated scaffolds showed better MSC adhesion than non-coated scaffolds. The HA-coated scaffolds with MSC group showed a wider airway and greater mucosal regeneration compared to the HA-coated scaffolds without MSC group.
CONCLUSION
HA coating of scaffolds can promote MSC adhesion and tracheal regeneration.
9.Hyaluronic Acid Coating on Hydrophobic Tracheal Scaffold Enhances Mesenchymal Stem Cell Adhesion and Tracheal Regeneration
Ji Suk CHOI ; Min Sang LEE ; Jooyoung KIM ; Min Rye EOM ; Eun Ji JEONG ; Minhyung LEE ; Su A PARK ; Ji Hoon JEONG ; Seong Keun KWON
Tissue Engineering and Regenerative Medicine 2021;18(2):225-233
BACKGROUND:
Long segmental tracheal repair is challenging in regenerative medicine due to low adhesion of stem cells to tracheal scaffolds. Optimal transplantation of stem cells for tracheal defects has not been established. We evaluated the role of hyaluronic acid (HA) coating of tracheal scaffolds in mesenchymal stem cell (MSC) adhesion and tracheal regeneration in a rabbit model.
METHODS:
A three-dimensionally printed tubular tracheal prosthesis was incubated with dopa-HA-fluorescein isothiocyanate in phosphate-buffered saline for 2 days. MSCs were incubated with an HA-coated scaffold, and their adhesion was evaluated by 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide assay. HA coated scaffolds with or without MSC seeding were transplanted at the circumferential tracheal defect in rabbits, and survival, rigid bronchoscopy, radiologic findings, and histologic findings were compared between the two groups.
RESULTS:
HA-coated scaffolds showed better MSC adhesion than non-coated scaffolds. The HA-coated scaffolds with MSC group showed a wider airway and greater mucosal regeneration compared to the HA-coated scaffolds without MSC group.
CONCLUSION
HA coating of scaffolds can promote MSC adhesion and tracheal regeneration.
10.Impaired fasting glucose levels in overweight or obese subjects for screening of type 2 diabetes in Korea
Jin-Hee LEE ; Suk CHON ; Seon-Ah CHA ; Sun-Young LIM ; Kook-Rye KIM ; Jae-Seung YUN ; Sang Youl RHEE ; Kun-Ho YOON ; Yu-Bae AHN ; Jeong-Taek WOO ; Seung-Hyun KO ;
The Korean Journal of Internal Medicine 2021;36(2):382-391
Background/Aims:
We examined the concordance rate among fasting plasma glucose (FPG), 2-hour post-challenge glucose (2hr PG), and hemoglobin A1c (HbA1c) in the diagnosis of diabetes in a population with a high-risk for type 2 diabetes mellitus (T2DM) in Korea.
Methods:
Among the participants from the Korean Diabetes Prevention Study, individuals with FPG ≥ 100 mg/dL, body mass index (BMI) ≥ 23.0 kg/m2, and no previous history of T2DM were consecutively enrolled after a 75 g glucose tolerance test. We analyzed the differences in the clinical characteristics in subjects with stage 1 (FPG, 100 to 109 mg/dL) and stage 2 (FPG, 110 to 125 mg/dL) impaired fasting glucose (IFG).
Results:
Of 1,637 participants, 27.2% had T2DM and 59.3% had IFG and/or impaired glucose tolerance (IGT). The mean age was 55.0 ± 8.1 years and the mean BMI was 26.3 ± 2.7 kg/m2. Based on FPG criteria, 515 (31.4%) and 352 (21.5%) subjects were classified as having stage 1 and stage 2 IFG, respectively. The 19.0% of stage 1 and 43.5% of stage 2 subjects showed 2hr PG levels in the diabetic range. Even for those in the normal FPG range, 63 (9.5%) participants showed a 2hr PG level of ≥ 200 mg/dL. Of 446 subjects with newly-diagnosed diabetes, 340 (76.2%) showed FPG levels < 126 mg/dL.
Conclusions
The oral glucose tolerance test should be actively considered for Korean adults who are overweight or obese with the IFG range (FPG, 100 to 125 mg/ dL) to allow for early detection of diabetes and prompt intervention.

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