• 제목/요약/키워드: cox's proportional hazard model

검색결과 112건 처리시간 0.031초

Five Year Survival of Women with Breast Cancer in Yazd

  • Fallahzadeh, Hossein;Momayyezi, Mahdieh;Akhundzardeini, Razie;Zarezardeini, Sadegh
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권16호
    • /
    • pp.6597-6601
    • /
    • 2014
  • Background: Cancer is a non-communicable disease that is considered deadly in many cases. In recent years, the mortality rates from breast cancer have increased with increasing incidences. The present study was conducted to determine five year survival of women with breast cancer in Yazd, in the central region of Iran. Materials and Methods: In a prospective study, data were obtained from the patient's medical records with breast cancer that were referred to the Shahid Sadoughi hospital and radiotherapy center from 2002-2007 and followed up for 5 years. The data collected were analyzed by SPSS/16 and Kaplan-Meyer test and log-rank test and Cox proportional hazard model was used. Results: The mean age of breast cancer diagnosis was $48.3{\pm}11.7$ years. The 1-, 2-, 3-, 4- and 5-year cumulative survivals for breast cancer patients were 95%, 86%, 82%, 76% and 70%, respectively. There were significant differences with age distribution (p=0.006). A significant decrease in the 5-year survival in patients with involvement of lymph nodes was lso observed. Conclusions: Education for early diagnosis in women must be considered and these findings support the need for breast cancer screening programs.

Prognostic Implications for High Expression of MiR-25 in Lung Adenocarcinomas of Female Non-smokers

  • Xu, Fang-Xiu;Su, Yu-Liang;Zhang, Huan;Kong, Jin-Yu;Yu, Herbert;Qian, Bi-Yun
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권3호
    • /
    • pp.1197-1203
    • /
    • 2014
  • Background: Adenocarcinoma (ADC) is the most common histological type of lung cancer and its proportion is rising, especially in Asian non-smoking women. Recent studies suggest miR-25 may have diverse effects on the pathogenesis of different types of cancer. However, the role of miR-25 in lung cancer is still unknown. The aim of this study was to investigate the potential clinical value of miR-25 in non-smoking women with lung ADC. Patients and Methods: Quantitative RT-PCR was performed to evaluate the expression of miR-25 in 100 lung ADC tumor tissues and matched plasma samples and Pearson correlation tests were used to analyze the relationship between values. Associations of miR-25 expression with clinicopathological features were determined using the Student's t-test. To determine prognostic value, overall survival (OS) was evaluated using the Kaplan-Meier method. Univariate and multivariate analyses were performed using the Cox proportional hazard model. Results: Expression of miR-25 in tissue was found to be associated with lymph node metastasis (P=0.021) and disease stage (P=0.012). Moreover, high miR-25 expression was also associated with poorer overall survival of women with lung ADC (P=0.008). Conclusion: Tissue miR-25 expression may be associated with tumor progression and have prognostic implications in female lung ADC patients.

Elevated Circulating CD19+ Lymphocytes Predict Survival Advantage in Patients with Gastric Cancer

  • Yu, Qi-Ming;Yu, Chuan-Ding;Ling, Zhi-Qiang
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제13권5호
    • /
    • pp.2219-2224
    • /
    • 2012
  • Background: Circulating lymphocyte subsets reflect the immunological status and might therefore be a prognostic indicator in cancer patients. Our aim was to evaluate the clinical significance of circulating lymphocyte subset in gastric cancer (GC) cases. Methods: A retrospective study on a prevalent cohort of 846 GC patients hospitalized at Hospital from Aug 2006 to Jul 2010 was conducted. We calculated the patient's disease free survival (DFS) after first hospital admission, and hazard ratios (HR) from the Cox proportional hazards model. Results: Our findings indicated a significantly decreased percentage of CD3+, and CD8+ cells, a significantly increased proportion of $CD4^+$, $CD19^+$, $CD44^+$, $CD25^+$, NK cells, and an increased $CD4^+/CD8^+$ ratio in GC patients as compared with healthy controls (all P < 0.05). Alteration of lymphocyte subsets was positively correlated with sex, age, smoking, tumor stage and distant metastasis of GC patients (all P<0.05). Follow-up analysis indicated significantly higher DFS for patients with high circulating $CD19^+$ lymphocytes compared to those with low $CD19^+$ lymphocytes (P=0.037), with $CD19^+$ showing an important cutoff of $7.91{\pm}2.98%$ Conclusion: Circulating lymphocyte subsets in GC patients are significantly changed, and elevated CD19+ cells may predict a favorable survival.

The Effect of Thoracoscopic Pleurodesis in Primary Spontaneous Pneumothorax: Apical Parietal Pleurectomy versus Pleural Abrasion

  • Huh, Up;Kim, Yeong-Dae;Cho, Jeong Su;I, Hoseok;Lee, Jon Geun;Lee, Jun Ho
    • Journal of Chest Surgery
    • /
    • 제45권5호
    • /
    • pp.316-319
    • /
    • 2012
  • Background: The standard operative treatment of primary spontaneous pneumothorax (PSP) is thoracoscopic wedge resection, but necessity of pleurodesis still remains controversial. Nevertheless, pleural procedure after wedge resection such as pleurodesis has been performed in some patients who need an extremely low recurrence rate. Materials and Methods: From January 2000 to July 2010, 207 patients who had undergone thoracoscopic wedge resection and pleurodesis were enrolled in this study. All patients were divided into two groups according to the methods of pleurodesis; apical parietal pleurectomy (group A) and pleural abrasion (group B). The recurrence after surgery had been checked by reviewing medical record through follow-up in ambulatory care clinic or calling to the patients, directly until January 2011. Results: Of the 207 patients, the recurrence rate of group A and B was 9.1% and 12.8%, respectively and there was a significant difference (p=0.01, Cox's proportional hazard model). There was no significant difference in age, gender, smoking status, and body mass index between two groups. Conclusion: This study suggests that the risk of recurrence after surgery in PSP is significantly low in patients who underwent thoracoscopic wedge resection with parietal pleurectomy than pleural abrasion.

흡연과 음주가 남성 암 사망에 미치는 영향: 강화 코호트 연구 (Cigarette Smoking, Alcohol and Cancer Mortality in Men: The Kangwha Cohort Study)

  • 이상규;남정모;이상욱;오희철
    • Journal of Preventive Medicine and Public Health
    • /
    • 제35권2호
    • /
    • pp.123-128
    • /
    • 2002
  • Objective : To examine the relationship between cigarette smoking, alcohol and cancer mortality in men in the Kangwha cohort after 12 years and 10 months of follow up. Methods : The subjects consisted of 2,681 men in the Kangwha cohort aged over 55 in 1985. Number of deaths and the time to death front all cancers and other cause were measured and the data for the smoking and drinking habits were obtained from the baseline survey data in 1985. All subjects were categorized into four groups according to their smoking habits: non-smokers, ex-smokers, mode(ate-smokers (1-19 cigarettes per day), heavy-smokers ($\geq$20 cigarettes per day). In addition, they were also categorized according to their drinking habits: non-drinkers, light-drinkers ($\leq$1 drink per week), moderate-drinkers (<3 drinks per day), heavy-drinkers ($\geq$3 drinks per day). The cancer specific death rates were calculated according to their smoking and drinking status. The adjusted risk ratio for all cancer deaths according to their smoking and drinking status were estimated using the Cox's proportional hazard regression model. Results : Using nonsmokers as the reference category, the adjusted risk ratio for all cancer deaths were 1.573(95% CI=1.003-2.468) for heavy-smokers. For lung cancer deaths, the adjusted risk ratios were 3.540(95% CI=1.251-10.018) for moderate-smoker and 4.114(95% CI=1.275-13.271) for heavy-smokers. Compared to non-drinkers, the adjusted risk ratio for stomach cancer was 2.204(95% CI=1.114-4.361) for light-drinkers. Conclusion : Smoking is the most significant risk factor for cancer deaths particularly lung cancer.

노인 인구에서 육체적 활동과 고관절 골절 발생간의 관련성 : 코호트 연구 (Physical Activity and Hip Fracture in Elderly People : A Cohort Study in Korea)

  • 윤경은;이승미;김윤이;박병주
    • Journal of Preventive Medicine and Public Health
    • /
    • 제35권4호
    • /
    • pp.351-358
    • /
    • 2002
  • Objective : To evaluate the relationship between physical activity and the risk of hip fracture in the elderly Korean people. Methods : The study population was a Physical Activity Subcohort (n=8,908) extracted from the Korean Elderly Pharmacoepidemiological Cohort (KEPEC). Physical activity information was obtained from a mailed questionnaire surveys. The outcome data was collected from claims data gathered between Jan. 1993 and Dec. 1998. A hospital survey relating to potential cases was conducted to confirm the final diagnoses. The abstracted data was reviewed by a medical doctor before the final diagnoses were confirmed. A mailing questionnaire survey was performed to obtain information on potentially confounding variables, including alcohol intake, smoking habits, weight, height and postmenopausal duration. There were 79 confirmed cases hospitalized due to hip fractures between Jan. 1993 and Dec. 1998. Relative risk of physical activity scores on the hip fracture, and their 95% confidence intervals, were estimated by a Cox's proportional hazard model using SAS for Windows ver.6.12. Results : Compared to the reference group, the adjusted relative risk of hip fracture associated with the most physical active category: after controlling for age, weight and alcohol intake in the males, and for weight, alcohol intake and postmenopausal duration in the females, were 1.04 (95% CI=0.35-3.06) and 0.f4 (95% CI=0.26-0.77), respectively. Conclusions : Physical activity may protect elderly women from hip fracture.

여성 노인에서 출산력과 고관절 골절 발생간의 관련성 : 코호트 연구 (Reproductive History and Hip Fracture in the Elderly Women in Korea : A Cohort Study)

  • 이승미;김윤이;윤경은;박병주
    • Journal of Preventive Medicine and Public Health
    • /
    • 제35권4호
    • /
    • pp.305-312
    • /
    • 2002
  • Objectives : The reproductive history of women has been suggested to have a possible influence on the risk of osteoporotic fractures. The purpose of this study was to assess the association between reproductive history and hip fractures in the elderly women. Methods : The study subjects were drawn from women members of the Korean Elderly Pharmacoepidemiologic Cohort (KEPEC), aged 65 years or over, whose reproductive histories were available, and who were beneficiaries of the Korea Medical Insurance Corporation (KMIC) in 1993 and lived in Busan city, Korea. The information on reproductive histories, and possible confounders, were collected from mailed questionnaires. Potential hip fracture cases were collected from the claims data obtained between 1993 and 1998, with a hospital survey conducted to confirm the final diagnoses. Rate ratios and their 95% confidence intervals, were calculated using a Cox's proportional hazard model. Results : Following up 5,215 women for 6 years, 51 cases were confirmed with hip fractures. When adjusted for age, weight and physical activity, the rate ratio of hip fractures in women who had given birth three or more times was 0.56 (95% CI: 0.25-1.25), compared with those who had given birth two or less times. When adjusted for age, number of births, weight and physical activity, the rate ratio in women who first gave birth when younger than 22 years was 0.60 (95% CI: 0.34-1.08) compared with those who had giving birth at 22 years or older. Conclusions : According to these findings, an early age when first giving birth might decrease the risk of hip fractures in elderly Korean women.

End-stage Renal Disease and Risk of Active Tuberculosis: a Nationwide Population-Based Cohort Study

  • Min, Jinsoo;Kwon, Soon Kil;Jeong, Hye Won;Han, Joung-Ho;Kim, Yeonkook Joseph;Kang, Minseok;Kang, Gilwon
    • Journal of Korean Medical Science
    • /
    • 제33권53호
    • /
    • pp.341.1-341.11
    • /
    • 2018
  • Background: The converging epidemics of tuberculosis (TB) and end-stage renal disease (ESRD) have generated a significant public health burden, however, previous studies have been limited to a small number of patients. This nationwide cohort study aimed to assess the rate of developing active TB among patients receiving dialysis for ESRD. Methods: The Korean national health insurance database was used to identify patients receiving dialysis for new-onset ESRD during 2004-2013, who were propensity score matched to an equivalent number of non-dialysis subjects from the general population. The incidences of active TB in the ESRD and control cohorts were calculated for 2004-2013, and multivariable Cox proportional hazards model was used to evaluate the ESRD-related risk of active TB. Results: During 2004-2013, 59,584 patients received dialysis for newly diagnosed ESRD. In the dialysis and control cohorts, 457 (0.8%) and 125 (0.2%) cases of active TB were detected, respectively. Patients with ESRD were associated with a significantly higher risk of active TB compared to the controls (incidence rate ratio, 4.80). The ESRD cohort had an independently elevated risk of active TB (adjusted hazard ratio, 4.39; 95% confidence interval, 3.60-5.37). Conclusion: We found that patients receiving dialysis for ESRD had an elevated risk of active TB. These results highlight the need for detailed and well-organised guidelines for active TB screening among patients with ESRD.

서울시 청년층의 고용의 질 결정요인 분석: 인구이동, 노동시장 동향, 일자리 지속기간 및 임금을 중심으로 (Analysis of Determinants of Employment Quality of Youth in Seoul: Focused on Population Movement, Labor Market Trends, Job Duration and Wages)

  • 황광훈
    • 토지주택연구
    • /
    • 제13권1호
    • /
    • pp.39-54
    • /
    • 2022
  • 본 연구는 한국고용정보원의 청년패널조사(YP2007) 1~13차 직업력 자료와 전체자료 연결자료를 이용하여 서울시의 청년층 노동시장 동향 및 특징과 서울시 청년취업자의 일자리 지속기간과 임금 결정요인을 실증적으로 분석하였다. 분석 결과, 고소득 근로자일수록 이탈가능성이 낮고, 전공 일치도가 높은 근로자일수록 이탈가능성이 낮은 것으로 확인된다. 또한 다른 조건이 일정한 상태에서 남성일수록, 기업규모가 커질수록, 상용직, 가구주, 노동조합이 있는 경우 임금을 상승시키는 결과를 보였다. 특히, 미스매치와 관련해서는 기준집단(적정학력, 적정기술)과 비교하여 학력부족 미스매치와 기술부족 미스매치는 각각 4.9%, 5.5%의 임금상승 효과를 보이고 있으며, 학력과잉 및 기술과잉 미스매치는 각각 5.3%, 9.2%의 임금손실 효과를 나타내고 있다. 그리고 전공일치 집단은 전공불일치 집단에 비해 3.8%의 임금을 상승시키는 것으로 추정된다.

Survival Time and Molecular Subtypes of Breast Cancer after Radiotherapy in Thailand

  • Kongsiang, Apichat;Tangvoraphonkchai, Vorachai;Jirapornkul, Chananya;Promthet, Supannee;Kamsa-ard, Siriporn;Suwanrungruang, Krittika
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권23호
    • /
    • pp.10505-10508
    • /
    • 2015
  • Background: Breast cancer is an important cause of death among women. One way of classifying different forms of breast cancer is by molecular features, usually in terms of the four subtypes: luminal A, luminal B, HER2-enriched, and triple negative. Objectives: This study aimed to investigate the association between molecular subtypes and survival among breast cancer patients treated with radiotherapy. Materials and Methods: A retrospective cohort study was conducted. The subjects were 272 breast cancer patients who had received treatment in the radiotherapy unit at Srinagarind Hospital, Thailand, between 1 January, 1999, and 31 May, 2009. The end of the study was 1 June, 2014. Overall survival was defined as the time elapsing between initial registration at the radiotherapy unit and death or the end of the study. Survival curves were estimated by the Kaplan-Meier method, and a multivariate analysis was performed using Cox's proportional hazard regression model. Results: The patient mean age was $47.5{\pm}10.4$ at the time of diagnosis. Of the 272 patients, 146 (53.7%) were classified as luminal A, 12 (4.4%) as luminal B, 30 (11.0%) as HER2-enriched, and 84 (30.9%) as triple negative. The overall survival rates at 1, 3 and 5 years were 87.1%, 68.4% and 59.2%, respectively. According to molecular subtypes, HER2-enriched patients had the lowest 5-year survival rate (30.0 %, 95%CI: 15.02-46.55). The median follow-up time was 8.37 years. In the Cox model analysis a higher risk of death was found for patients with HER2-enriched ($HR_{adj}=3.34$, 95%CI:1.96-5.67), triple negative ($HR_{adj}=2.17$, 95%CI: 1.44-3.27), and stage IIlB ($HR_{adj}=2.20$, 95%CI: 1.16-4.17) cancers. Conclusions: The worst survival rates were among patients classified as HER2-enriched, triple negative and at stage IIIB. Early detection and an advanced treatment modality are needed to help these patients.