1.Applying Pix2pix to Translate Hyperemia in Blood Pool Image into Corresponding Increased Bone Uptake in Delayed Image in Three‑Phase Bone Scintigraphy
Ki Seong PARK ; Jang Bae MOON ; Sang‑Geon CHO ; Jahae KIM ; Ho‑Chun SONG
Nuclear Medicine and Molecular Imaging 2023;57(2):103-109
Purpose:
Delayed images may not be acquired due to severe pain, drowsiness, or worsening vital signs while waiting after blood pool imaging in three-phase bone scintigraphy. If the hyperemia in the blood pool image contains information from which increased uptake on the delayed images can be inferred, the generative adversarial network (GAN) can generate the increased uptake from the hyperemia. We attempted to apply pix2pix, a type of conditional GAN, to transform hyperemia into increased bone uptake.
Methods:
We enrolled 1464 patients who underwent three-phase bone scintigraphy for inflammatory arthritis, osteomyelitis, complex regional pain syndrome (CRPS), cellulitis, and recent bone injury. Blood pool images were acquired 10 min after intravenous injection of Tc-99 m hydroxymethylene diphosphonate, and delayed bone images were obtained after 3 h.The model was based on the open-source code of the pix2pix model with perceptual loss. Increased uptake in the delayed images generated by the model was evaluated using lesion-based analysis by a nuclear radiologist in areas consistent with hyperemia in the blood pool images.
Results:
The model showed sensitivities of 77.8% and 87.5% for inflammatory arthritis and CRPS, respectively. In osteomyelitis and cellulitis, their sensitivities of about 44% were observed. However, in cases of recent bone injury, the sensitivity was only 6.3% in areas consistent with focal hyperemia.
Conclusion
The model based on pix2pix generated increased uptake in delayed images matching the hyperemia in the blood pool image in inflammatory arthritis and CRPS.
2.Role of Serum Pepsinogen II and Helicobacter pylori Status in the Detection of Diffuse-Type Early Gastric Cancer in Young Individuals in South Korea
Sung Min BAEK ; Nayoung KIM ; Young Jae KWON ; Hye Seung LEE ; Hyun Young KIM ; Jaebong LEE ; Hyuk YOON ; Cheol Min SHIN ; Young Soo PARK ; Dong Ho LEE
Gut and Liver 2020;14(4):439-449
Background/Aims:
The utility of serum pepsinogen (sPG) I and the sPGI/II ratio as biomarkers for screening individuals with gastric cancer (GC) has not been established in Korea. The aim of this study was to define the role of sPG, especially sPGII, in GC screening.
Methods:
This study enrolled 2,940 subjects, including patients with GC (n=1,124) or gastric dysplasia (n=353) and controls (n=1,463). Tests to determine sPG levels and Helicobacter pylori (HP) infection status were performed. Area under the curve and receiver operating characteristic curve were calculated to identify the optimal cutoff values for sPG. The usefulness of sPG levels for the detection of GC and gastric dysplasia was validated by multivariate logistic regression.
Results:
The sPGI/II ratio was associated with the risk of gastric dysplasia and advanced-stage intestinal-type GC (IGC). In contrast, sPGII was associated with the risk of early-stage diffuse-type GC (DGC). Significantly higher risk was indicated by an sPGI/II ratio <3 for gastric dysplasia and advanced-stage IGC and by sPGII levels ≥20 µg/L for early-stage DGC. Positive HP status showed a stronger association with DGC than with IGC. When sPGII level and HP status were combined, the prevalence of DGC was higher in the ≥20 µg/L sPGII and HP-positive group. Age younger than 40 years was strongly related to early-stage DGC, especially in females (odds ratio, 21.00; p=0.006).
Conclusions
sPGII ≥20 ng/mL and positive HP status suggest a risk of early-stage DGC, particularly in young adult females in South Korea.
3.Clinical features of snoring patients during sedative endoscopy
Jung Wha CHUNG ; Nayoung KIM ; Jee Hye WEE ; Jaebong LEE ; Jongchan LEE ; Soohoon KWON ; Young Jae HWANG ; Hyuk YOON ; Cheol Min SHIN ; Young Soo PARK ; Dong Ho LEE ; Jin Wook KIM
The Korean Journal of Internal Medicine 2019;34(2):305-314
BACKGROUND/AIMS:
Snoring is the sound of turbulence and vibration of the upper respiratory tissues and has been identified as a risk factor of obstructive sleep apnea (OSA) and cardiovascular disease. The aim of this study was to identify associated clinical factors in snoring patients undergoing sedative endoscopy.
METHODS:
A total of 49 patients who snored during standard sedative endoscopy and 127 controls were prospectively enrolled from June 2015 to June 2016. The Korean version of the Berlin Questionnaire was used to identify risk factors of OSA. Clinical information, including comorbidities, was collected from electronic medical records.
RESULTS:
The snoring group showed a higher risk of OSA (42.9% vs. 26.8%, p = 0.039), and a higher prevalence of coronary artery disease (10.2% vs. 0.8%, p = 0.007) and advanced gastric cancer (12.2% vs. 2.4%, p = 0.015) compared with the control group. Multivariate analysis showed that coronary artery disease (odds ratio [OR], 13.93; 95% confidence interval [CI], 1.24 to 155.90; p = 0.033) and advanced gastric cancer (OR, 5.21; 95% CI, 1.01 to 26.98; p = 0.049) were significantly associated with snoring. However, a history of gastrectomy showed only a marginally significant association with snoring (OR, 2.16; 95% CI, 0.91 to 5.11; p = 0.079).
CONCLUSIONS
Patients who snore during sedative endoscopy may need to be evaluated for possible coronary artery disease.
4.Pitfalls and Important Issues in Testing Reliability Using Intraclass Correlation Coefficients in Orthopaedic Research.
Kyoung Min LEE ; Jaebong LEE ; Chin Youb CHUNG ; Soyeon AHN ; Ki Hyuk SUNG ; Tae Won KIM ; Hui Jong LEE ; Moon Seok PARK
Clinics in Orthopedic Surgery 2012;4(2):149-155
BACKGROUND: Intra-class correlation coefficients (ICCs) provide a statistical means of testing the reliability. However, their interpretation is not well documented in the orthopedic field. The purpose of this study was to investigate the use of ICCs in the orthopedic literature and to demonstrate pitfalls regarding their use. METHODS: First, orthopedic articles that used ICCs were retrieved from the Pubmed database, and journal demography, ICC models and concurrent statistics used were evaluated. Second, reliability test was performed on three common physical examinations in cerebral palsy, namely, the Thomas test, the Staheli test, and popliteal angle measurement. Thirty patients were assessed by three orthopedic surgeons to explore the statistical methods testing reliability. Third, the factors affecting the ICC values were examined by simulating the data sets based on the physical examination data where the ranges, slopes, and interobserver variability were modified. RESULTS: Of the 92 orthopedic articles identified, 58 articles (63%) did not clarify the ICC model used, and only 5 articles (5%) described all models, types, and measures. In reliability testing, although the popliteal angle showed a larger mean absolute difference than the Thomas test and the Staheli test, the ICC of popliteal angle was higher, which was believed to be contrary to the context of measurement. In addition, the ICC values were affected by the model, type, and measures used. In simulated data sets, the ICC showed higher values when the range of data sets were larger, the slopes of the data sets were parallel, and the interobserver variability was smaller. CONCLUSIONS: Care should be taken when interpreting the absolute ICC values, i.e., a higher ICC does not necessarily mean less variability because the ICC values can also be affected by various factors. The authors recommend that researchers clarify ICC models used and ICC values are interpreted in the context of measurement.
Adolescent
;
Biomedical Research/*methods/*standards
;
Cerebral Palsy
;
Child
;
Child, Preschool
;
Computer Simulation
;
Databases, Factual
;
Female
;
Humans
;
Male
;
Models, Theoretical
;
Orthopedics/*methods/*standards
;
Physical Examination
;
Range of Motion, Articular
;
Reproducibility of Results
;
Research Design
;
Statistics as Topic
;
Young Adult
5.xCITED2 Induces Neural Genes in Animal Cap Explants of Xenopus Embryos.
Jaeho YOON ; Jung Ho KIM ; Ok Joo LEE ; Saet Byeol YU ; Jong Il KIM ; Sung Chan KIM ; Jae Bong PARK ; Jae Yong LEE ; Jaebong KIM
Experimental Neurobiology 2011;20(3):123-129
Neural tissue is arisen from presumptive ectoderm via inhibition of bone morphogenetic protein (BMP) signaling during Xenopus early development. Previous studies demonstrate that ectopic expression of dominant negative BMP4 receptor (DNBR) produces neural tissue in animal cap explants (AC) and also increases the expression level of various genes involved in neurogenesis. To investigate detail mechanism of neurogenesis in transcriptional level, we analyzed RNAs increased by DNBR using total RNA sequencing analysis and identified several candidate genes. Among them, xCITED2 (Xenopus CBP/p300-interacting transcription activator) was induced 4.6 fold by DNBR and preferentially expressed in neural tissues at tadpole stage. Ectopic expression of xCITED2 induced anterior neural genes without mesoderm induction and reduced BMP downstream genes, an eye specific marker and posterior neural marker. Taken together, these results suggest that xCITED2 may have a role in the differentiation of anterior neural tissue during Xenopus early development.
Animals
;
Bone Morphogenetic Proteins
;
Ectoderm
;
Embryonic Structures
;
Eye
;
Larva
;
Mesoderm
;
Neurogenesis
;
RNA
;
Sequence Analysis, RNA
;
Xenopus
6.Nitric Oxide Is an Essential Mediator for Neuronal Differentiation of Rat Primary Cortical Neuron Cells.
Soo Jin OH ; Jee In HEO ; Yoon Jung KHO ; Jeong Hyeon KIM ; Hong Joon KANG ; Seong Hoon PARK ; Hyun Seok KIM ; Jong Yeon SHIN ; Min Ju KIM ; Sung Chan KIM ; Jae Bong PARK ; Jaebong KIM ; Jae Yong LEE
Experimental Neurobiology 2010;19(2):83-89
Nitric oxide (NO) regulates proliferation, differentiation and survival of neurons. Although NO is reported to involve in NGF-induced differentiation of PC12 cells, the role of NO has not been characterized in primary neuron cells. Therefore, we investigated the role of NO in neuronal differentiation of primary cortical neuron cells. Primary cortical neuron cells were prepared from rat embryos of embryonic day 18 and treated with NMMA (NOS inhibitor) or PTIO (NO scavenger). Neurite outgrowth of neuron cells was counted and the mRNA levels of p21, p27, c-jun and c-myc were measured by RT-PCR. Neurite outgrowth of primary cortical neuron cells was inhibited a little by NOS inhibitor and completely by NO scavenger. The mRNA levels of p21 and p27, differentiation-induced growth arrest genes were increased during differentiation, but they were decreased by NOS inhibitor or NO scavenger. On the other hand, the level of c-jun mRNA was not changed and the level of c-myc mRNA was increased during differentiation differently from previously reported. The levels of these mRNA were reversed in NOS inhibitor- or NO scavenger-treated cells. The level of nNOS protein was not changed but NOS activity was inhibited largely by NOS inhibitor or NO scavenger. These results suggest that NO is an essential mediator for neuronal differentiation of primary cortical neuron cells.
Animals
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Butyrates
;
Cyclic N-Oxides
;
Embryonic Structures
;
Hand
;
Imidazoles
;
Neurites
;
Neurons
;
Nitric Oxide
;
Nitric Oxide Synthase
;
PC12 Cells
;
Rats
;
RNA, Messenger
7.p190RhoGAP and Rap-dependent RhoGAP (ARAP3) inactivate RhoA in response to nerve growth factor leading to neurite outgrowth from PC12 cells.
Chan Young JEON ; Hee Jun KIM ; Jae Yong LEE ; Jaebong KIM ; Sung Chan KIM ; Jae Bong PARK
Experimental & Molecular Medicine 2010;42(5):335-344
Rat pheochromocytoma (PC12) cells have been used to investigate neurite outgrowth. Nerve growth factor (NGF) has been well known to induce neurite outgrowth from PC12 cells. RhoA belongs to Ras-related small GTP-binding proteins, which regulate a variety of cellular processes, including cell morphology alteration, actin dynamics, and cell migration. NGF suppressed GTP-RhoA levels after 12 h in PC12 cells and was consistently required for a long time to induce neurite outgrowth. Constitutively active (CA)-RhoA suppressed neurite outgrowth from PC12 cells in response to NGF, whereas dominant-negative (DN)-RhoA stimulated it, suggesting that RhoA inactivation is essential for neurite outgrowth. Here, we investigated the mechanism of RhoA inactivation. DN-p190RhoGAP abrogated neurite outgrowth, whereas wild-type (WT)-p190RhoGAP and WT-Src synergistically stimulated it along with accelerating RhoA inactivation, suggesting that p190RhoGAP, which can be activated by Src, is a major component in inhibiting RhoA in response to NGF in PC12 cells. Contrary to RhoA, Rap1 was activated by NGF, and DN-Rap1 suppressed neurite outgrowth, suggesting that Rap1 is also essential for neurite outgrowth. RhoA was co-immunoprecipitated with Rap1, suggesting that Rap1 interacts with RhoA. Furthermore, a DN-Rap-dependent RhoGAP (ARAP3) prevented RhoA inactivation, abolishing neurite formation from PC12 cells in response to NGF. These results suggest that NGF activates Rap1, which, in turn, up-regulates ARAP3 leading to RhoA inactivation and neurite outgrowth from PC12 cells. Taken together, p190RhoGAP and ARAP3 seem to be two main factors inhibiting RhoA activity during neurite outgrowth in PC12 cells in response to NGF.
8.Isolation of Early Neurogenesis Genes with Xenopus cDNA Microarray.
Saet Byeol YU ; Ok Joo LEE ; Young Ju PARK ; Sung Young LEE ; Seung Hwan LEE ; Jaeho YOON ; Yoo Seok HWANG ; Jong Il KIM ; Jae Yong LEE ; Jae Bong PARK ; Sung Chan KIM ; Jaebong KIM
Laboratory Animal Research 2010;26(1):109-115
Neurogenesis is the process that develops neuroectoderm from ectoderm. Bone morphogenetic protein (BMP) inhibition in ectodermal cells is necessary and sufficient for neurogenesis in Xenopus embryos. To isolate genes involved in early neurogenesis, Xenous Affymetrix gene chips representing 14,400 genes were analyzed in early stage of neuroectodermal cells that were produced by inhibition of BMP signaling with overexpression of a dominant-negative receptor. We identified 265 candidate genes including 107 ESTs which were newly expressed during the early neurogenesis by blocking BMP signaling. The candidates of 10 ESTs were selected and examined for upregulation in neuroectoderm. Five EST genes were confirmed to be upregulated in neuroectoderm and examined for time-dependent expression patterns in intact embryos. Two EST genes were cloned and identified as a homology of CYP26c (Xl.1946.1.A1_at) and Kielin containing VWC domain (Xl.15853.1.A1_at). One of them, CYP26c, was further characterized for its transcriptional regulation and role of anterior-posterior patterning during neurogenesis. Taken together, we analyzed and characterized genes expressed in early neurogenesis. The results suggest that neurogenesis by inhibition of BMP provides useful system to isolate genes involved in early events of neurogenesis during early vertebrate embryogenesis.
Bone Morphogenetic Proteins
;
Clone Cells
;
DNA, Complementary
;
Ectoderm
;
Embryonic Development
;
Embryonic Structures
;
Expressed Sequence Tags
;
Female
;
Neural Plate
;
Neurogenesis
;
Oligonucleotide Array Sequence Analysis
;
Pregnancy
;
Up-Regulation
;
Vertebrates
;
Xenopus
9.Ascorbic acid extends replicative life span of human embryonic fibroblast by reducing DNA and mitochondrial damages.
Won Sang HWANG ; Seong Hoon PARK ; Hyun Seok KIM ; Hong Jun KANG ; Min Ju KIM ; Soo Jin OH ; Jae Bong PARK ; Jaebong KIM ; Sung Chan KIM ; Jae Yong LEE
Nutrition Research and Practice 2007;1(2):105-112
Ascorbic acid has been reported to extend replicative life span of human embryonic fibroblast (HEF). Since the detailed molecular mechanism of this phenomenon has not been investigated, we attempted to elucidate. Continuous treatment of HEF cells with ascorbic acid (at 200 micrometer) from 40 population doubling (PD) increased maximum PD numbers by 18% and lowered SA-beta-gal positive staining, an aging marker, by 2.3 folds, indicating that ascorbic acid extends replicative life span of HEF cells. Ascorbic acid treatment lowered DCFH by about 7 folds and Rho123 by about 70%, suggesting that ascorbic acid dramatically decreased ROS formation. Ascorbic acid also increased aconitase activity, a marker of mitochondrial aging, by 41%, indicating that ascorbic acid treatment restores age-related decline of mitochondrial function. Cell cycle analysis by flow cytometry revealed that ascorbic acid treatment decreased G1 population up to 12%. Further western blot analysis showed that ascorbic acid treatment decreased levels of p53, phospho-p53 at ser 15, and p21, indicating that ascorbic acid relieved senescence-related G1 arrest. Analysis of AP (apurinic/apyrimidinic) sites showed that ascorbic acid treatment decreased AP site formation by 35%. We also tested the effect of hydrogen peroxide treatment, as an additional oxidative stress. Continuous treatment of 20 micrometer of hydrogen peroxide from PD 40 of HEF cells resulted in premature senescence due to increased ROS level, and increased AP sites. Taken together, the results suggest that ascorbic acid extends replicative life span of HEF cells by reducing mitochondrial and DNA damages through lowering cellular ROS.
Aconitate Hydratase
;
Aging
;
Ascorbic Acid*
;
Blotting, Western
;
Cell Cycle
;
DNA Damage
;
DNA*
;
Fibroblasts*
;
Flow Cytometry
;
Humans*
;
Hydrogen Peroxide
;
Oxidative Stress
;
Reactive Oxygen Species
10.Neuronal loss in primary long-term cortical culture involves neurodegeneration-like cell death via calpain and p35 processing, but not developmental apoptosis or aging.
Min Ju KIM ; Soo Jin OH ; Seong Hoon PARK ; Hong Jun KANG ; Moo Ho WON ; Tae Cheon KANG ; Jae Bong PARK ; Jong Il KIM ; Jaebong KIM ; Jae Yong LEE
Experimental & Molecular Medicine 2007;39(1):14-26
Primary neuronal culture is a powerful tool to study neuronal development, aging, and degeneration. However, cultured neurons show signs of cell death after 2 or 3 weeks. Although the mechanism underlying this phenomenon has not been elucidated, several preventive methods have been identified. Here we show that the neuronal loss in primary cortical culture involves calpain activation and subsequent neuronal cell death. Neuronal loss during cultivation showed destruction of neurites and synapses, and a decrease in neuron numbers. micro-Calpain and micro-calpain were initially activated and accumulated by increased RNA expression. This neuronal death exhibited neurodegenerative features, such as conversion of p35 to p25, which is important in the developmental process and in the pathogenesis of Alzheimer's disease. But, postnatal and aged rat cortex did not show calpain activation and prolonged processing of p35 to p25, in contrast to the long-term culture of cortical neurons. In addition, the inhibition of calpains by ALLM or ALLN blocked the conversion of p35 to p25, indicating that the calpain activity is essential for the neurodegenerative features of cell death. Taken together, this study shows that the neuronal loss in primary cortical cultures involves neurodegeneration-like cell death through the activation of calpains and the subsequent processing of p35 to p25, but not developmental apoptosis or aging. Our results suggest that the long term primary culture of cortical neurons represent a valuable model of neurodegeneration, such as Alzheimer's disease.
Transcription, Genetic/genetics
;
Time Factors
;
Rats
;
Phosphotransferases/*metabolism
;
Neurons/*cytology/*metabolism
;
Cells, Cultured
;
Cell Shape
;
Caspases/antagonists & inhibitors/metabolism
;
Calpain/antagonists & inhibitors/genetics/*metabolism
;
*Apoptosis
;
Animals

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