• 제목/요약/키워드: Cancers and Cardiovascular

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Adaptive Recommendation System for Health Screening based on Machine Learning

  • Kim, Namyun;Kim, Sung-Dong
    • International journal of advanced smart convergence
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    • 제9권2호
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    • pp.1-7
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    • 2020
  • As the demand for health screening increases, there is a need for efficient design of screening items. We build machine learning models for health screening and recommend screening items to provide personalized health care service. When offline, a synthetic data set is generated based on guidelines and clinical results from institutions, and a machine learning model for each screening item is generated. When online, the recommendation server provides a recommendation list of screening items in real time using the customer's health condition and machine learning models. As a result of the performance analysis, the accuracy of the learning model was close to 100%, and server response time was less than 1 second to serve 1,000 users simultaneously. This paper provides an adaptive and automatic recommendation in response to changes in the new screening environment.

한국인의 평생건강관리 프로그램 (Lifetime Health Maintennance Program for Korean)

  • 김영식
    • 한국건강관리협회지
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    • 제2권2호
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    • pp.231-245
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    • 2004
  • Lifetime Health Maintenance Program(LHMP) or Koreans is the Korean guide to clinical preventive services which include screening for chronic diseases, counseling and immunization. The Korean Task Force on the LHMP vigorously reviews evidence for interventions to prevent over 50 different illnesses and conditions which are important in Korea. The problems addressed in this program are common ones seen every day by primary care physicians in Korea: cardiovascular, infectious diseases, gastrointestinal and endocrine diseases, cancers, alcohol and smoking, and many others. Primary care clinicians have a key role in screening for many of these problems and imunizing against others Of equal importance, however, is the clinician's role in counseling patients to change unhealthful behaviors related to diet, smoking, exercise, injuries, and sexually transmitted diseases The recommendations are grouped by age, sex, and other risk factors.

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Involvement of protein tyrosine phosphatases in adipogenesis: New anti-obesity targets?

  • Bae, Kwang-Hee;Kim, Won Kon;Lee, Sang Chul
    • BMB Reports
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    • 제45권12호
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    • pp.700-706
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    • 2012
  • Obesity is a worldwide epidemic as well as being a major risk factor for diabetes, cardiovascular diseases and several types of cancers. Obesity is mainly due to the overgrowth of adipose tissue arising from an imbalance between energy intake and energy expenditure. Adipose tissue, primarily composed of adipocytes, plays a key role in maintaining whole body energy homeostasis. In view of the treatment of obesity and obesity-related diseases, it is critical to understand the detailed signal transduction mechanisms of adipogenic differentiation. Adipogenic differentiation is tightly regulated by many key signal cascades, including insulin signaling. These signal cascades generally transfer or amplify the signal by using serial tyrosine phosphorylations. Thus, protein tyrosine kinases and protein tyrosine phosphatases are closely related to adipogenic differentiation. Compared to protein tyrosine kinases, protein tyrosine phosphatases have received little attention in adipogenic differentiation. This review aims to highlight the involvement of protein tyrosine phosphatases in adipogenic differentiation and the possibility of protein tyrosine phosphatases as drugs to target obesity.

Mitophagy stimulation as a novel strategy for the treatment of mitochondrial diseases

  • Kang-Min Lee;Jeanho Yun
    • Journal of Genetic Medicine
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    • 제19권2호
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    • pp.49-56
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    • 2022
  • Mitophagy, the selective degradation of damaged or surplus mitochondria using core autophagy machinery, plays an essential role in maintaining cellular mitochondrial function. Impaired mitophagy is closely linked to various human diseases, including neurodegenerative diseases, cardiovascular diseases, cancers and kidney disease. Defective mitophagy induces the accumulation of damaged mitochondria and thereby results in a decline in cellular survival and tissue function. Accordingly, enhancement of mitophagy has been proposed as a novel strategy for the treatment of human diseases closely linked to mitochondrial dysfunction. Recent studies showing that the stimulation of mitophagy has a therapeutic effect on several disease models highlight the possibility of disease treatment using mitophagy. The development of mitophagy inducers with toxicity and the identification of molecular mechanisms will enable the clinical application of mitophagy-based treatments.

진행성 갑상선암의 흉골절개를 통한 근치적 절제술 -8례 보고- (Transsternal Resection in Advanced Thyroid cancer -A Report of 8 Cases-)

  • 임수빈
    • Journal of Chest Surgery
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    • 제28권12호
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    • pp.1155-1159
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    • 1995
  • Differentiated thyroid carcinoma is a slow growing tumor with relative good prognosis. But locally advanced thyroid cancer with T4 or N1b is difficult to manage. Between June 1988 and April 1995, we resected 8 advanced thyroid cancers trans-sternally. All patients had direct mediastinal extension [T4 or mediastinal lymph node metastasis [N1b with airway obstruction or dysphagia. We operated all the patients by partial or total sternotomy for mediastinal dissection along with thyroidectomy and radical neck dissection. There were some acceptable morbidities but no operative mortality. Postoperative radioactive iodine therapy was followed without side effects. Follow-up survival period was between 11 months to 81 months with 2 late mortalities [17 month, 30 month . Although definite benefit for routine mediastinal dissection in thyroid cancer has not been established, in locally advanced cases impending airway obstruction or dysphagia who have questionable effect by radioactive iodine therapy alone, aggressive mediastinal mass dissection including lymph node metastasis has the significant role to prevent the patients from suffocation & dysphagia, and to enhance the effect of followed radioactive iodine tharapy.

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아동비만에 관한 고찰 (A Review of Childhood Obesity)

  • 신영희
    • Child Health Nursing Research
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    • 제11권2호
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    • pp.240-245
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    • 2005
  • The problem of childhood obesity is accelerating throughout the world. Korea is no longer an exception to this problem. The following topics are discussed in this review article: 1) the linkage between childhood obesity and adult obesity, which is often associated with metabolic diseases such as type2 diabetes, hypertension, cardiovascular diseases, and certain cancers; 2) characteristics of childhood obesity; 3) measurement of obesity and its unique problem; 4) recent trends in interventions for childhood obesity. Lastly, the author points out that nurses are best suited for carrying out interventions to prevent obesity in childhood. As childhood obesity is a risk factor for persistence of obesity into adulthood, the need to consider the priority of prevention of obesity during childhood is emphasized in this review.

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Current Status of the Clinical Development of Gene Therapy

  • Kwon, Sun-Il
    • 대한의생명과학회지
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    • 제24권3호
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    • pp.157-167
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    • 2018
  • The concept of gene therapy is to treat a disease by transferring therapeutic nucleic acids to a patient's cells. It took several decades from the basic theoretical proposal of gene therapy to the current promising treatment option for some important human diseases. The encountered adverse effects in the early clinical studies boosted the development of sophisticated vectors and elaborate clinical designs. The gene therapy is now considered to have the potential to cure many diseases that are incurable with conventional medications. By the end of 2017, about 2,600 clinical trials of gene therapy have been performed or are ongoing for a variety of diseases such as cancers, monogenic diseases, cardiovascular diseases and neurological diseases etc. Here, we present a brief introduction of technical achievement in relation to gene therapy development, and a review of the current status of global gene therapy clinical development.

비소세포폐암 환자의 국소 림프절 전이 발견을 위한 FDG PET의 이용 (The Use of FDG PET for Nodal Staging of Non-Small-Cell Lung Cancer)

  • 백희종;박종호;최창운;임상무;최두환;조경자;원경준;조재일
    • Journal of Chest Surgery
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    • 제32권10호
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    • pp.910-915
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    • 1999
  • Background: Positron emission tomography(PEFT) using fluorine-18 deoxyglucose(FDG), showing increased FDG uptake and retention in malignant cells, has been proven to be useful in differentiating malignant from benign tissues. We indertook the prospective study to compare the accuracy of the whole-body FDG PET with that of the conventional chest computed tomography(CT) for nodal staging of non-small-cell lung cancers(NSCLC). Material and Method: FDG PET and contrast enhanced CT were performed in 36 patients with potentially resectable NSCLC. Each Imaging study was evaluated independently, and nodal stations were localized according to the AJCC regional lymph nodes mapping system. Extensive lymph node dissection(1101 nodes) of ipsi- and contralateral mediastinal nodal stations was performed at thoracotomy and/or mediastinoscopy. Image findings were compared with the histopathologic staging results and were analyzed with the McNema test(p) and Kappa value(k). Result: The sensitivity, specificity, positive predictive value, and negative predictive value of CT for ipsilateral mediastinal nodal staging were 38%, 68%, 25%, 79%, and 61%, and those of PET were 88%, 71%, 47%, 95%, and 75%(p>0.05, K=0.29). When analyzed by individual nodal group(superior, aortopulmonary window, and inferior), the sensitivity, specificity, positive predictive value, and negative predictive value of CT were 27%, 82%, 22%, 85%, and 73%, and those of PET were 60%, 87%, 92%, and 82%(p<0.05, k=0.27). Conclusion: FDG PET in addition to CT appears to be superior to CT alone for mediastinal staging of non-small cell lung cancers.

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암 치료 표적으로써 cathepsin S (Cathepsin S as a Cancer Therapeutic Target)

  • 우선민;권택규
    • 생명과학회지
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    • 제28권6호
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    • pp.753-763
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    • 2018
  • Cathepsin은 리소좀에 존재하는 효소로, 엔도좀-리소좀 경로를 통하여 손상된 단백질의 분해를 유도한다. 이러한 cathepsin은 활성화되는 촉매 잔기 위치(catalytic residue site)에 따라 cysteine, aspartate, serine cathepsin으로 나뉜다. 다양한 암세포에서 cysteine cathepsin은 유전자 증폭이나 전사, 번역, 전사 후 단계를 통해 높은 발현을 유지한다. 특히 cathepsin S의 경우, 다른 cysteine cathepsin과 달리 중성 pH 환경에서도 안정적으로 활성도를 유지하며 특정 조직에서 발현이 제한적이라는 특징을 가지고 있기 때문에 질병의 미세환경에서 중요한 역할을 한다. 면역세포에서의 cathepsin S는 불변 사슬(invariant chain)을 분해하여 항원 제시에 중요한 MHC class II의 활성화를 통해 면역 반응을 조절하며, 암세포에서의 cathepsin S는 전이와 혈관신생을 조절함으로써 암세포의 성장을 증가시키는 역할을 한다. Cathepsin S의 발현 조절에 문제가 생기면 암, 관절염, 심혈관 질환을 포함한 많은 병리학적 현상에 영향을 미친다. 특히 암세포에서 cathepsin S의 발현 억제와 결함은 혈관신생을 억제시킬 뿐만아니라, 암세포의 성장과 전이를 감소시키고 세포사멸을 유도한다. 따라서, cathepsin S는 암 치료에 있어 좋은 표적이 될 수 있다.

Volume and Mass Doubling Time of Lung Adenocarcinoma according to WHO Histologic Classification

  • Jung Hee Hong;Samina Park;Hyungjin Kim;Jin Mo Goo;In Kyu Park;Chang Hyun Kang;Young Tae Kim;Soon Ho Yoon
    • Korean Journal of Radiology
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    • 제22권3호
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    • pp.464-475
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    • 2021
  • Objective: This study aimed to evaluate the tumor doubling time of invasive lung adenocarcinoma according to the International Association of the Study for Lung Cancer (IASLC)/American Thoracic Society (ATS)/European Respiratory Society (ERS) histologic classification. Materials and Methods: Among the 2905 patients with surgically resected lung adenocarcinoma, we retrospectively included 172 patients (mean age, 65.6 ± 9.0 years) who had paired thin-section non-contrast chest computed tomography (CT) scans at least 84 days apart with the same CT parameters, along with 10 patients with squamous cell carcinoma (mean age, 70.9 ± 7.4 years) for comparison. Three-dimensional semiautomatic segmentation of nodules was performed to calculate the volume doubling time (VDT), mass doubling time (MDT), and specific growth rate (SGR) of volume and mass. Multivariate linear regression, one-way analysis of variance, and receiver operating characteristic curve analyses were performed. Results: The median VDT and MDT of lung cancers were as follows: acinar, 603.2 and 639.5 days; lepidic, 1140.6 and 970.1 days; solid/micropapillary, 232.7 and 221.8 days; papillary, 599.0 and 624.3 days; invasive mucinous, 440.7 and 438.2 days; and squamous cell carcinoma, 149.1 and 146.1 days, respectively. The adjusted SGR of volume and mass of the solid-/micropapillary-predominant subtypes were significantly shorter than those of the acinar-, lepidic-, and papillary-predominant subtypes. The histologic subtype was independently associated with tumor doubling time. A VDT of 465.2 days and an MDT of 437.5 days yielded areas under the curve of 0.791 and 0.795, respectively, for distinguishing solid-/micropapillary-predominant subtypes from other subtypes of lung adenocarcinoma. Conclusion: The tumor doubling time of invasive lung adenocarcinoma differed according to the IASCL/ATS/ERS histologic classification.