• Title/Summary/Keyword: Cardiovascular disease

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Fully Automatic Coronary Calcium Score Software Empowered by Artificial Intelligence Technology: Validation Study Using Three CT Cohorts

  • June-Goo Lee;HeeSoo Kim;Heejun Kang;Hyun Jung Koo;Joon-Won Kang;Young-Hak Kim;Dong Hyun Yang
    • Korean Journal of Radiology
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    • v.22 no.11
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    • pp.1764-1776
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    • 2021
  • Objective: This study aimed to validate a deep learning-based fully automatic calcium scoring (coronary artery calcium [CAC]_auto) system using previously published cardiac computed tomography (CT) cohort data with the manually segmented coronary calcium scoring (CAC_hand) system as the reference standard. Materials and Methods: We developed the CAC_auto system using 100 co-registered, non-enhanced and contrast-enhanced CT scans. For the validation of the CAC_auto system, three previously published CT cohorts (n = 2985) were chosen to represent different clinical scenarios (i.e., 2647 asymptomatic, 220 symptomatic, 118 valve disease) and four CT models. The performance of the CAC_auto system in detecting coronary calcium was determined. The reliability of the system in measuring the Agatston score as compared with CAC_hand was also evaluated per vessel and per patient using intraclass correlation coefficients (ICCs) and Bland-Altman analysis. The agreement between CAC_auto and CAC_hand based on the cardiovascular risk stratification categories (Agatston score: 0, 1-10, 11-100, 101-400, > 400) was evaluated. Results: In 2985 patients, 6218 coronary calcium lesions were identified using CAC_hand. The per-lesion sensitivity and false-positive rate of the CAC_auto system in detecting coronary calcium were 93.3% (5800 of 6218) and 0.11 false-positive lesions per patient, respectively. The CAC_auto system, in measuring the Agatston score, yielded ICCs of 0.99 for all the vessels (left main 0.91, left anterior descending 0.99, left circumflex 0.96, right coronary 0.99). The limits of agreement between CAC_auto and CAC_hand were 1.6 ± 52.2. The linearly weighted kappa value for the Agatston score categorization was 0.94. The main causes of false-positive results were image noise (29.1%, 97/333 lesions), aortic wall calcification (25.5%, 85/333 lesions), and pericardial calcification (24.3%, 81/333 lesions). Conclusion: The atlas-based CAC_auto empowered by deep learning provided accurate calcium score measurement as compared with manual method and risk category classification, which could potentially streamline CAC imaging workflows.

Inhibitory Effect of Chloroform Extract of Marine Algae Hizikia Fusifomis on Angiogenesis (Hizikia fusiformis 클로로포름 추출물의 in vitro 및 in vivo 혈관신생 억제 연구)

  • Myeong-Eun Jegal;Yu-Seon Han;Shi-Young Park;Ji-Hyeok Lee;Eui-Yeun Yi;Yung-Jin Kim
    • Journal of Life Science
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    • v.34 no.6
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    • pp.399-407
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    • 2024
  • Angiogenesis is the process by which new blood vessels form from existing blood vessels. This phenomenon occurs during growth, healing, and menstrual cycle changes. Angiogenesis is a complex and multifaceted process that is important for the continued growth of primary tumors, metastasis promotion, the support of metastatic tumors, and cancer progression. Impaired angiogenesis can lead to cancer, autoimmune diseases, rheumatoid arthritis, cardiovascular disease, and delayed wound healing. Currently, there are only a handful of effective antiangiogenic drugs. Recent studies have shown that natural marine products exhibit antiangiogenic effects. In a previous study, we reported that the hexane extract of H. fusiformis (HFH) could inhibit the development of new blood vessels both in vitro and in vivo. The aim of this study was to describe the inhibitory effect of chloroform extracts of H. fusiformis on angiogenesis. To investigate how chloroform extract prevents blood vessel growth, we examined its effects on HUVEC, including cell migration, invasion, and tube formation. In a mouse Matrigel plug assay, H. fusiformis chloroform extract (HFC) also inhibited angiogenesis in vivo. Certain proteins associated with blood vessel growth were reduced after HFC treatment. These proteins include vascular endothelial growth factor (VEGF), mitogen-activated protein kinase (MAPK)/extracellular signal transduction kinase, and serine/threonine kinase 1 (AKT). These studies have shown that the chloroform extract of H. fusiformis can inhibit blood vessel growth both in vitro and in vivo.

The Recurrence and Survival after Complete Resection of Esophageal Cancer (완전 절제된 식도암의 재발과 생존에 대한 임상적 고찰)

  • 김형수;유정우;김관민;심영목
    • Journal of Chest Surgery
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    • v.36 no.6
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    • pp.411-417
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    • 2003
  • Esophageal cancer is an aggressive disease with a poor prognosis. Recently, neoadjuvant therapy been used in an attempt to increase the long term survival but has not been shown as a clear advantage. We reviewed the recurrence and survival after complete resection of esophageal cancer without neoadjuvant therapy. Material and Method: From December 1994 to December 2001, 182 consecutive patients who underwent intrathoracic esophagectomy, transthoracic esophagogastrostomy and two-field lymph node dissection for esophageal canter without neoadjuvant therapy were studied retrospectively. Result: There were 167 men and 15 women. The median age was 65 years (range, 40 to 90 years). The tumor was located in the upper third part of the esophagus in 7 patients (3.8%), middle third in 86 (47.3%), and lower third in 89 (48.9%). The postsurgical stage were as follows: stage 0 in 2 patients (1.1%), stage I in 32 (17.6%), stageIIA in 47 (25.8%), stage IIB in 25 (13.7%), stage III in 54 (29.7%), stage IVA in 10 (5.5%), and stage IVB in 12 (6.6%). The in-hospital mortality rate was 3.8% (7 patients) and complications occurred in 65 patients (35%), Follow-up was complete in 95.6%. The recurrence occurred in 56 patients (30.8%) and the overall 5-year disease free rate was 55%. The overall 5-year survival rate was 57%; it was 80% for patients in stage I, 65% in stage IIA, 58% in stage IIB, 48% in stage III, and 40% in stage IVB. The overall 5-year survival rate of patients with postoperative adjuvant therapy was 59% compared to 34% in patients without postoperative adjuvant therapy (p<0.05). Conclusion: The most effective therapy for esophageal cancer may be complete resection. More aggressive surgical therapy and adjuvant therapy may improve the long-term survival, even for advanced stage esophageal cancer.

Nutritional Characteristics and Stability in Cell of the Yac-Sun Tea for Caronary Heart Disease (관상동맥 질환의 예방을 위한 약선차의 식품영양학적 구성 및 안전성 평가)

  • Kim, Woon-Ju;Cho, Hwa-Eun;Park, Sung-Hye
    • Journal of Physiology & Pathology in Korean Medicine
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    • v.21 no.1
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    • pp.219-225
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    • 2007
  • This study was performed to provide basic ideas as understanding and application for oriental medicinal cuisine (Yak-Sun). To develop medicinal cuisine, it is necessary to grasp the theoretical system. And to develop medicinal cuisine for health enhancement, it is also required not only to consider constitutions but also to suggest the need of knowledge for moderation in terms of regimen along with the theory of oriental medicine. Also to develop medicinal cuisine according to the perspective of oriental medicinal theory, what should be taken into account is not only the understanding of the characteristics of food materials, but also the properties of them that the theory of oriental medicine. Lastly the scientific effect of the medicinal cuisine which is developed according to the oriental medicinal theory. And it is believed to De essential for the government to make effects to set a standard and laws to validate the medicinal effects and the process of assessment so that the systematic development can be encouraged, and to prepare guidance to food development for national health improvement. This research was planned and executed to evaluate how the composition of Yak-sun(oriental diet therapy) can effect health conditions of people who are suffering from diet-related diseases like cardiovascular related disease. by taking Yak-sun in a form of nutritional supplement with our daily meals. We produced Yak-sun tea with Mansam, Hwanggi, Tanggi and Paekchak and observed nutritional composition. We concluded that we could apply the components not only in a form of tea, but also in other forms of various food. The information we received from this conclusion will be a basic information on how we can apply oriental medicinal resources into other food and will also be a steppingstone for medicinal herbs to step foot in the field of functional food research, which already draws sizable attention world-wide.

Middle and Long Term Results of 34 Cases of Emergency Coronary Artery Bypass Graft Surgery (응급 관상동맥 우회술 34예의 중장기 성적)

  • 손정환;김응중;지현근;신윤철;김건일;최광민;이원진;이원용
    • Journal of Chest Surgery
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    • v.36 no.10
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    • pp.741-747
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    • 2003
  • Background: Coronary artery bypass graf t (CABG) has been settled as most safe surgery among the open heart surgeries. However, in patients with cardiogenic shock, the emergency CABG has higher mortality than elective CABG. We analyzed thirty four patients who underwent emergency CABG and report the middle and long-term results. Material and Method: From June 1994 to December 2001, 34 patients who underwent emergency CABG at Kang-dong Sacred Heart Hospital were include in this study. On the basis of hospital databases and Out Patient Department (OPD) follow up data, preoperative diagnosis, risk factor, coronary artery anatomy, operation technique, postoperative mortality, complication, recurrence of symptom, and mid and long term mortality were analyzed retrospectively. Result: Indications for emergency CABG were 29 cardiogenic shocks (85.3%), 4 intractable chest pains (11.8%), and 1 polymorphic ventricular tachycardia (2.9%). Preoperative angiographic diagnoses were triple vessel disease in 16 (47.1%) and left main disease in 8 (23.5%) patients. We used saphenous vein grafts in 81 and left internal thoracic artery grafts in 14 anastomosis. The mean number of grafts per patients was 2.8$\pm$0.8. The mean aortic cross clamp time was 91.9$\pm$34.6 minutes and the mean cardiopulmonary bypass time was 262.7$\pm$198.3 minutes. Early mortality was 50% and the most common cause of early mortality was low cardiac output in 7 (20.6%) patients. The mean follow-up period was 30.9$\pm$35.7 months. There were no recurrences of symptom and late mortality. Conclusion: In the case of emergency operation, aggressive and proper management with drugs and IABP should be done for preoperative hemodynamic stability and early surgical intervention is the most important factor for patient salvage.

Results of Surgical Management in Patients with Cardiac and Arterial Manifestations of Behcet's Syndrome (심장 및 동맥계를 침범한 베체트씨 증후군 환자의 수술 후 결과)

  • 원종윤;장병철;이도연;박상준
    • Journal of Chest Surgery
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    • v.35 no.1
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    • pp.36-42
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    • 2002
  • Background: To evaluate the efficiency of surgical treatment in patients with cardiac valvular and arterial involvement of Behcet's syndrome. Material and Method: 12 patients underwent surgical treatment due to the valvular heart diseases and the various arterial diseases associated with Behest's syndrome over 7 years; 6 with valvular heart disease, 1 with annuloaortic ectasia, 1 with ascending aortic aneurysm, 4 with pseudoaneurysms in abdominal aorta(n=2), carotid artery(n=1), and popliteal artery(n=1). All 12 patients had received valvular replacement(n=6) and the artificial(n=5) or autologous(n=1) graft interposition. We followed the results of these surgical treatments. Result: Operations were technically successful in all 12 patients and peri-operative complication was not demonstrated. However, 10 patients had recurrences; 6 with valvular dehiscence, 3 with pseudoaneurysm at anastostomosis site, and 1 with aorto-duodenal fistula. The duration of recurrence was 1 to 55 months(mean: 15.7$\pm$ 16.2 months). 7 patients underwent the second operation and among them, 4 patients showed repeated recurrences. Overall, 5 patients died 2 to 25 months after the operation(mean: 13.6 months), because of the bleeding at the anastomosis site Five patients did not present recurrence after the first(n=2) or the second operation(n=3) and their follow up duration was 5 to 60 months(mean: 45.8$\pm$41.7 months). Five patients received immune-suppressive therapy after the first(n=2) and second operation(n=3). Three did not shown recurrence for the 13, 29 and 33 months. Conclusion: Post-operative prognosis of arterial manifestation of Behcet's syndrome was not encouraging and if possible, other treatment strategy should be considered.

Clinical Analysis for the Result after Curative Resection of Esophageal Cancer (식도암에서 근치적 절제술 후의 성적에 대한 임상적 고찰)

  • 이재익;노미숙;최필조
    • Journal of Chest Surgery
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    • v.37 no.4
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    • pp.356-363
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    • 2004
  • Esophageal cancer is an aggressive disease with a poor prognosis. Recently, every effort has been made to improve the long term survival, but the general prognosis for patients with this disease remains poor. In this study, we reviewed 8 years of experiences with esophageal cancer patients managed in our department at Dong-A University Hospital and evaluated the effectiveness of cervical lymph node dissection performed selectively. Material and Method: From January 1995 to August 2003, 70 patients underwent esophagectomy for esophageal cancer in our department. Among them, 51 patients who underwent curative resection, had no double primary tumors and no neoadjuvant therapy were analyzed retrospectively. In most patients, intrathoracic esophagectomy and cervical esophago-gastrostomy was performed. Since 1997, 3-field lymph node dissection was performed selectively. Result: There were 46 men and 15 women. The median age was 60 years. The tumor was located in the upper third part in 10 patients (19%), middle third in 21 (41%), and lower third in 20 (40%). Majority of the patients (90%) had squamous cell carcinoma. Cervical anastomosis was made in 41 patients, and intrathoracic anastomosis in 10. 2-field lymph node dissection was done in 40 patients, and 3-field lymph node dissection in 11. The pathologic staging were as follows: stage I in 9 patients (17.6%), IIA in 20 (39.2%), IIIB in 7 (13.7%), III in 11 (21.6%), IVA in 2 (3.9%), and IVB in 2 (3.9%). The in-hospital mortality was 3.9% (2 patients) and complications occurred in 24 patients (47%). Overall actuarial 1, 3, and 5-year survival rates were 74.4%, 48.4%, and 48.4% including operative mortality. The 4-year survival rate did not differ significantly between 3-field lymph node dissection group (50.5%) and 2-field lymph node dissection group (48.9%). In 3-field lymph node dissection group, the respiratory complications were more frequent and operative time was significantly longer. Conclusion: We think that curative resection for esophageal cancer can be performed with acceptable mortality, and aggressive surgical approach may improve the long term survival. even for advanced stages. Effectiveness of 3-field lymph node dissection needs further investigations.

Surgical Treatment of Stage IIIA Non Small Cell Lung Cancer(NSCLC) (제 IIIA기 비소세포 폐암의 수술 성적)

  • 정경영;홍기표;김창수;김길동;김주항;신동환
    • Journal of Chest Surgery
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    • v.32 no.2
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    • pp.144-150
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    • 1999
  • Background: Surgery has been considered the most effective and standard treatment modality in non-small cell lung cancer(NSCLC). However in stage IIIA lung cancer, the role of surgery is still controversial. To evaluate the role of surgery for stage IIIA NSCLC, we investigated the survival after surgery and the prognostic factors. Material and Method: We evaluated 158 consecutive cases of stage IIIA NSCLC patients operated on between 1990 and 1996. There were 130 male patients and 28 female patients, and the mean age was 58.5 years. All patients except one underwent lung resection beyond lobectomy and extended mediastinal dissection. Postoperative adjuvant therapy were undertaken in 145(94.8%) patients. All patients(153) were followed and the mean follow-up period was 21.4months. Result: Twenty nine cases of the postoperative complications developed in 25 patients (15.8%). There were 5 operative mortality cases(3.2%) and the main cause of death was acute respiratory distress syndrome (ARDS). Local or distant recurrences developed in 84 patients(54.9%). The 5-year survival of 153 patients was 29.6% and the median survival time was 18.0 months. The 5-year survival of non N2 disease group(36.8%) was better than that of N2 disease group(26.6%)(p=0.35) and the 5-year survival of squamous cell carcinoma (38.1%) was better than that of adenocarcinoma(25.7%)(p=0.39) however there were no significant differences. Regarding the postoperative adjuvant therapy, in combined therapy group(84 patients), radiotherapy group(37 patients) and chemotherapy group(24 patients), the 5-year survival were 31.3%, 32.4%, and 14.6% respectively. There was no difference of survival between radiotherapy and combined therapy group(p=0.31), however the survival of the combined therapy group was better than the chemotherapy group(p=0.005). The survival of the complete resection group(31.9%) was better than the incomplete resection group(16.6%) however there was no significant difference(p=0.19). Conclusion: These observations indicate that the good 5-year survival(29.6%) in patients with stage IIIA NSCLC result from the agressive surgical treatment including extensive mediastinal nodes dissection.

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Clinical Analysis of the Acute Respiratory Distress Syndrome after Thoracotomy (개흉술 후 발생하는 급성 호흡부전 증후군에 대한 임상적 고찰)

  • 이용직;박승일;제형곤;박창률;김동관;주석중;김용희;손광현
    • Journal of Chest Surgery
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    • v.35 no.9
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    • pp.653-658
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    • 2002
  • The cause and clinical course of the postoperative ARDS is, as of yet, not very well understood. The current study is a review of our experience on patients with ARDS after thoracotomy. Material and Method: Between Jan. 1996 to Aug. 2001, a retrospective analysis was conducted on 32 post-thoracotomy ARDS patients among 4018 patients receiving thoracotomy inclusive of thoracoscopic surgery. Result: The incidence of ARDS after pneumonectomy cases was 5.3%(13/245), 1.3% after lobectomy(9/ 710), and 4.4% after esophageal surgery(10/226). Of the 32 ARDS patients, 31 had malignant disease. The remaining 1 patient had aspergillosis. In the majority, the cause of ARDS was unknown. The average onset was on the 7.4th postoperative day. In 10 cases, the initial lesion was in the right lower lung field(31.2%), in the left lower lung field in 9(28.1%), and in both lower lung fields in 12(37.5%) cases. In all, the initial lesion was in the lower lung fields in 96.9% of the cases(31/32). There was a significant relationship between the development of ARDS and intraoperative I/O balance. The overall mortality rate was 65.6%(21/32). In the earlier period of the study(1996-Jun, 1998) the mortality rate was 100%, but in the latter period(July, 1998-Aug, 2001) it was significantly reduced to 47.6%: Conclusion: The current data showed a higher incidence of postoperative ARDS in patients with malignant disease and in those receiving extensive lymph node dissection with either lobectomy or pneumonectomy, and also in patients receiving esophageal surgery. In addition, introperative fluid overload was also associated with an increased incidence of ARDS. Treatment outcome could be improved with prone positioning and NO gas inhalation.

A RESEARCH ON THE EVALUATION OF THE NEW PATIENTS FOR THE LAST 8 YEARS IN DEPT. OF PEDIATRIC DENTISTRY OF CHONBUK UNIVERSITY (최근 8년간 전북대학교치과병원 소아치과에 내원한 초진환자에 관한 실태조사)

  • Ko, Young-Han;Kim, Jae-Gon;Yang, Yeon-Mi;Baik, Byeoug-Ju
    • Journal of the korean academy of Pediatric Dentistry
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    • v.34 no.2
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    • pp.292-298
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    • 2007
  • In order to thoroughly understand change patterns and to set up an appropriate approach the direction of future treatment towards children in Chonbuk area, we carried out this research. we could draw below conclusions from the studies based on researches of distribution of new patients visited Dept. of Pediatric Dentistry, Chonbuk Nat' university from 1998 to 2005 and current changes in dental treatment. 1. There was an increase in the number of patients until 2004 but it decreased in 2005. Boys took higher portion. 2. Number of patients increased during school holidays. 3. 97.7% of patients were urbanites. 4. An age group from 31 months to 6 years showing 48.2% was the highest, each percentage of $7{\sim}13$ years, $13{\sim}30$ months showed 31.3%, 17.2%. 5. 33.8% of patients were referred from local dental clinics and among them, an age group from 31 months to 6 years showing 49.5% was the highest, each percentage of $7{\sim}13$ years, $13{\sim}30$ months showed 35.2%, 12.9%. 6, 5.5% of patients who had systemic diseases, among them, each percentage of cardiovascular disease, mental retardation, respiratory disease showed 21.8%, 13.6%, and 11.0%. 7. According to the distribution of chief complaints, dental caries showing 42.9% was the highest. 8. Root canal treatment, restoration, prosthesis showing 42.6% were the highest of all treatments.

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