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1.
Thailand is one of the few developing countries for which population-based cancer survival data are available. Using clinical follow-up information and reply-paid postal enquiries, 10,333 residents of Khon Kaen province registered with cancer in the period 1985–1992 were followed-up to the end of 1993. The sites of the most common cancers in the province were liver (5-year relative survival rate 9.2%), cervix (60.1%), lung (15.4%), breast (48.1%) and large bowel (41.9%). Results for Khon Kaen were compared with age-standardized survival data for the US and Scotland. Survival was consistently higher for US whites compared to Khon Kaen residents for those cancers whose prognosis is associated with early diagnosis (breast, cervix and large bowel) or the availability of intensive therapy (leukaemia and lymphoma). The main implication of these results for cancer control in Thailand is that the interventions of greatest potential benefit are those designed to promote early detection. More than one-third of all cancers in Thailand are liver tumours: primary prevention through control of hepatitis-B infection and liver fluke infestation is the only effective strategy for their control. © 1995 Wiley-Liss, Inc.  相似文献   

2.
The Khon Kaen cancer registry was established in 1984 as a hospital-based cancer registry, and population-based cancer registration started in 1988 with retrospective data collection from 1985. Cancer registration is done by passive and active methods. Data on survival for 13 cancer sites or types registered during 1993-1997 were reported. Follow-up was done by active methods, with median follow-up ranging between 8-32 months for different cancers. The proportion with histologically verified diagnosis for various cancers ranged between 54-100%; death certificates only (DCOs) comprised 0-5%; 85-97% of total registered cases were included for survival analysis. Five-year follow-up ranged from 40-83%. Five-year age-standardized relative survival rates for common cancers were cervix (58%), breast (61%), colon (39%), ovary (43%), non-Hodgkin lymphoma (42%) and rectum (43%). Five-year relative survival by age group portrayed an inverse relationship or was fluctuating. Five-year survival was the highest for localized disease, followed by the regional and distant metastasis categories. Trends in 5-year relative survival in 1993-1997 compared to 1985-1992 showed a marked increase for cancers of the rectum, breast, ovary, Hodgkin and non-Hodgkin lymphomas and decrease for cancers of the lip and larynx.  相似文献   

3.
For incident cancers of the cervix uteri (601 cases) registered in the population-based cancer registry of Khon Kaen province, Northeast Thailand, in 1985-1990 loss-adjusted survival probabilities were estimated by a logistic regression model with four prognostic factors (age at diagnosis, stage of disease, place of residence and treatment), and compared with observed survival, estimated by the actuarial method. All patients were followed up for a minimum of 5 years, using both passive and active methods. In all, 27.6% of patients were lost to follow-up within 5 years of the index date. The overall observed survival at 5 years was 56.8% and loss-adjusted survival was 54.7%. The difference between the loss-adjusted and observed survival at 5 years was small: 2.1% overall, varying between 0.8 and 3.5 percent units for any prognostic group. The assumption of independence of loss to follow-up and death in the calculation of survival by the actuarial method in this, and probably in other, population-based series, is reasonable and leads to no material bias in the estimates.  相似文献   

4.
Background: Evidence from healthcare studies demonstrates that patients’ health insurance affects serviceaccessibility and the outcome of treatment. However, assessment on how colorectal cancer survival relates to healthinsurance is limited. Objective: The study examined the association between health insurance and colorectal cancersurvival in Khon Kaen, Thailand. Methods: The retrospective cohort study was conducted with 1,931 colorectal cancerpatients from Khon Kaen cancer registry between January 1, 2003 and December 31, 2012, and was followed-up untilDecember 31, 2015. Relative survival was used to estimate the survival rate. Cox proportional hazard regression wasused to estimate the relationship between health insurance and colorectal cancer survival, represented with the hazardratio. Result: Most of the participants were males, and the median age was 62 years. The median survival time was2.25 years (95% CI: 2.00-2.51). The five-year observed survival rate and relative survival rate were 36.87 (95% CI:34.66-39.08) and, 42.28 (95% CI: 39.75-44.81), respectively. The factors that showed significant associations withpoorer survival after adjustment for gender and age were non-surgical treatments (HRadj=1.88;95%CI=1.45-2.45),advanced stage (III+IV) (HRadj=2.50; 95%CI=2.00-3.12), histological grading in poorly differentiated (HRadj=1.84;95%CI=1.32-2.56), and Universal Coverage Scheme (HRadj=1.37;95%CI=1.09-1.72). Conclusion: The survival ofcolorectal cancer patients in the Universal Coverage Scheme was likely to be poorer than in the Civil Servant MedicalBenefit Scheme. This indicates an urgent need for a national program for colorectal cancer screening in the generalpopulation and access to health insurance.  相似文献   

5.
The incidence of cancer of the cervix uteri in Khon Kaen Province is moderately high (age-standardised rate 16.8 ‍per 100 000 person-years), with about a two-fold variation in incidence between different districts. Stage at presentation ‍is considerably more advanced than in the United States and Europe, and there has been little change in incidence ‍over the last 15 years. Currently, control of cervix cancer is through early detection and treatment. Screening ‍programmes have, to date, been opportunistic, but a new national plan anticipates that all women will be screened ‍six times during their lifetime. The results from Khon Kaen provide a benchmark against which the success of this ‍policy can be evaluated.  相似文献   

6.
Background: Stomach cancer is an aggressive malignancy that is difficult to detect at an early stage and therefore is characterized by poor survival rates. Over the last two decades, there has been no report of gastric cancer survival in Khon Kaen province, Thailand. The aim of this retrospective cohort study was to provide up-to-date information about the survival of gastric cancer patients in this province. Materials and Methods: Data from Khon Kaen population-based cancer registry, Faculty of Medicine, Khon Kaen University were newly obtained on 650 patients who were diagnosed with stomach cancer during the period 1 January, 2000 to 31 December, 2012. These were then followed up until death or the end of the study (31 December 2014). We calculated the observed survival with the actuarial life table method, and relative survival, defined as the ratio of observed survival in the group of the stomach cancer patients to the expected survival in the entire Thai population from the estimated generation life tables for Thailand of five-year birth cohorts from 1900 - 2000. Results: The 5 year observed and 5 year relative survival rates were 17.2 % (95% CI: 13.54-21.14) and 18.2 % (95% CI: 14.3-22.4), respectively. The highest 5 year relative survival rates were demonstrated among patients aged 45-65, with stage I or II lesions, with adenocarcinomas, with a body of stomach location, well differentiated and receiving surgery and/or chemotherapy. Conclusions: The observed and relative survival rates were close to each other. Our findings provide basic information beneficial to development of an effective treatment system and appropriately improved population-based cancer registration.  相似文献   

7.
Background: The Khon Kaen Cancer Registry (KKCR) was established in 1984. Previous population-basedincidences and survivals of childhood cancer in Thailand were determined using a short cancer registration period.Materials and Methods: Data were retrieved of all children residing in Khon Kaen, between 0–15 years, diagnosedas having cancer and registered in the KKCR (1985-2009). The follow-up censored date was December 31, 2012.The childhood cancers were classified into 12 diagnostic groups, according to the International Classificationof Childhood Cancer. The incidence was calculated by the standard method. Survival of childhood cancer wasinvestigated using the KKCR population-based registration data and overall survival calculated using the KaplanMeier method. Results: In the study period, 912 newly diagnosed cases of childhood cancer were registered.The respective mean and median age was 6.4 (SD=4.6) and 6 (0-14) years. The age-peak for incidence was 0–4years. The age-standardized rate (ASR) was 83 per million. Leukemia was the most common cancer (N=360,ASR 33.8) followed by neoplasms of the central nervous system (CNS, N=150, ASR 12.8) and lymphoma (N=79,ASR 7.0). The follow-up duration totaled 101,250 months. The death rate was 1.11 per 100 person-months(95%CI: 1.02 -1.20). The 5-year overall survival was 52% (95%CI: 53-56.9) for all cancers. The respective 5-yearoverall survival for (1) acute lymphoblastic leukemia (ALL), (2) acute non-lymphoblastic leukemia (ANLL), (3)lymphoma, (4) germ cell tumors, (5) renal tumors, (6) retinoblastoma, (7) soft tissue tumors, (8) CNS tumors,(9) bone tumors, (10) liver tumors, and (11) neuroblastoma was (1) 51%, (2) 37%, (3) 63%, (4) 74%, (5) 67%,(6) 55%, (7) 46%, (8) 44%, (9) 36%, (10) 34%, and (11) 25%. Conclusions: The incidence of childhood canceris lower than those of western countries. Respective overall survival for ALL, lymphoma, renal tumors, livertumors, retinoblastoma, soft tissue tumors is lower than that reported in developed countries while survival forCNS tumors, neuroblastoma and germ cell tumors is comparable.  相似文献   

8.
Introduction: Khon Kaen Cancer Registry (KKCR) was established in 1984. KKCR aims to collect allcancer cases in Khon Kaen Province. The poorly qualified data may lead to distort the cancer burden andmisinterpretation of policy maker. Objective: To assess data quality in childhood cancer between 1990 and 2007in Khon Kaen Province, Thailand. Materials and Methods: Data of childhood cancer cases aged less than 20 yearsdiagnosed during 1990-2007 were retrieved from the population-based data set of KKCR. All childhood cancerdata were verified before data entry. Internal consistency, percentage of morphological verification (MV%) andcancer cased of the basis of diagnosis by death certificate only (DCO%) were evaluated. The age-adjusted rate(ASR) was calculated by standard method. Results: The data of childhood cancer from KKCR is acceptablyqualified which reflects the quality of the whole registration.  相似文献   

9.
Background: The life styles of Thai people are changing with westernization and this would be expected to havean impact on the prevalence of cancer and other non-communicable diseases. For planning control programmes it isnecessary to monitor change over time and the present study was conducted to provide information on stomach andcolorectal cancer incidence rates in Khon Kaen Cancer Registry (KKCR), established in 1984 at the Faculty ofMedicine, Srinagarind Hospital, Khon Kaen University. Objective: To assess trends in urban and rural areas ofKhon Kaen province during 1985 - 2004. Methods: Data for stomach and colorectal cancer with an ICD-O diagnosis(coding C16 , C18 – C20) from the population-based cases of the KKCR, registered between 1985 and 2004, wereretrieved and incidence trends were calculated using the Generalized Linear Model method (GLM), which generatesincidence-rate-based logarithms. Results: The study population comprised 2,530 cases, 721 of stomach (males 449,females 272) and 1809 of colorectal (males 976, females 833) cancer. Most cases were aged 35-75 years. Accordingto the histopathological diagnosis, the most common was adenocarcinoma with over 90 percent. The overall agestandardizedincidence rates (ASR) for stomach cancer were 4.5 and 1.4 per 100 000 in males and females, respectively,during 1985-1989, 3.7 and 2.0 during 1990-1994, 3.0 and 2.2 during 1995-1999 and 3.6 and 1.8 during 2000-2004 .The respective figures for colorectal cancer were 3.3 and 2.6, 4.6 and 3.1, 5.4 and 3.5 and finally 5.8 and 5.3. In bothurban and rural areas males were affected more frequently than females, although a shift was evident towardsdecrease in the se ratio was evident for colorectal cancers over time. Discussion: The results of this study showedslight increase in the incidence of colorectal cancer in Khon Kaen province, while rates for stomach cancer remainedquite stable. The findings indicate a need for continuing research in stomach and colorectal cancer epidemiology,with subdivision into particular sites within these two sections of the gut.  相似文献   

10.
Background: The Khon Kaen Cancer Registry (KKCR), having both hospital and population-based registration, was established in 1984 at the Faculty of Medicine, Khon Kaen University. Liver cancer is the most frequent malignancy among Thais from northeastern Thailand, but there has hitherto been no assessment of trends over time. Objective: To perform a statistical assessment of the incidence trends between 1985 and 2009 of liver cancer, specifically focusing on cholangiocarcinoma (CHCA). Methods: Cases of CHCA, registered between 1985 and 2009, were retrieved from the KKCR and all those with a specific ICD-O-3rd diagnosis with a coding of C22.1, C24.0, C24.8 and C24.9 were selected. Incidence trends were calculated using the generalized linear model method (GLM), which generates incidence rate based logarithms. Jointpoint analysis was used to identify the best fitting model. Results: Of the 18,589 cases of liver cancer 42% (7,859) were hepatocellular carcinoma and 58% (10,731) were CHCA. Among persons with CHCA, males were affected two times more frequently than females. Three-quarters of the cases were between 55 and 69 years of age. Morphology verified through a cytological or histological examination of tissue from the primary site (%MV) was only 10.8 % (1,141). The respective overall Age Standardized Rate (ASR) for CHCA from 1985 to 2009 was 16.8 to 62.0 per 100,000 among males and 4.8 to 25.6 per 100,000 among females. The respective, overall, ASR of CHCA among males vs. females was 44.3 per 100,000 (95% CI: 38.9 to 49.7) vs. 17.6 (95% CI: 14.5 to 20.7). Among males vs. females, the respective incidence from 1990 to 2009 has been significantly decreasing by –0.7% per year (annual percent change, APC: –0.7%, 95%CI: –2.1% to +0.8%) vs. –0.4% per year (APC: –0.4%, 95% CI: –2.1% to +1.4%).Conclusions: The rate increase in the first 5 to 6 years may be due to improved completeness of the registry, since in the subsequent 10 to 12 years there is a rather stable rate. It may be, however, that the recent decline in incidence represents a real fall in risk.  相似文献   

11.
Three antioxidant vitamins, the á- and â-carotenes as well as vitamin E, were measured in sera of a normal ‍population in Northeastern Thailand using HPLC. The mean serum â-carotene level of females was significantly ‍higher than the value for males, i.e, 37.55 (95%CI=34.59-40.51) versus 32.97 (95%CI=30.01-35.93) ìg/dl. The â- ‍carotene level tended to decrease as age increased, particularly in the male population. The mean serum á-carotene ‍level was also higher in females than in males, i.e., 7.08 (95%CI=6.57-7.59) and 6.26 (95%CI=5.77-6.75) ìg/dl, ‍respectively. The average serum á-tocopherol (Vitamin E) level of the whole population was 1.08 (95%CI=1.04-1.12) ‍ìg/dl and did not show age or sex differences. In general, the serum antioxidant vitamins of smokers were lower than ‍those of the non-smokers but a significant difference was observed only for á-tocopherol. Alcohol drinking resulted ‍in slightly lower serum â-carotene values, whereas coffee or tea drinking and betel nut chewing did not cause any ‍differences with these three antioxidant vitamins. However, we report higher in serum á-carotene levels of people in ‍Ban Fang district than in Chonnabot district. The results from our study give the base line data of serum antioxidant ‍vitamins in a Thai population and also suggest future intensive study on the relationship of dietary intake and ‍cancer prevention. ‍  相似文献   

12.
Background: Because of the gender disparity in the incidence of thyroid cancer, this study aimed to determinethe association between reproductive factors and thyroid cancer. Methods: A total of 10,767 eligible women fromthe Khon Kaen Cohort, recruited and interviewed between 1990 and 2001, were followed up until 2011. Thedata were linked to the Khon Kaen Population-Based Cancer Registry to detect thyroid cancer cases. Results:There was 17 thyroid cancer cases detected, an incidence of 11.2 per 100,000 person-years, of which 70.6 % werepapillary tumors. The incidence was apparently greater among those with an early age of menarche, nulligravidawomen, and oral contraceptive users. Conlusions: There was a trend for thyroid cancer to develop in relationto longer estrogen exposure. This evidence is inconclusive but warrants further investigation.  相似文献   

13.
Background:  Lung cancer is a major cause of cancer death worldwide. The incidence of lung cancer in Thailand increasing, but risk factors are rarely reported. Objective: To investigate the effect of coffee consumption on lung cancer in Thai population. Methods: Between 1990 and 2001, lifestyle and demographic data were collected from 24,528 participants in the Khon Kaen Cohort Study (KKCS), who were followed through 2016, by linking to the Khon Kaen Population-based Cancer Registry. A total of 12,668 eligible participants (68.8% females, mean age 51.0 years at baseline) having complete datasets (239,488 person-years of follow up with 138 incident cases of lung cancer observed) were analyzed using a multi-variable adjusted Cox proportional hazard models. Results: Coffee consumption was associated with reduced risk for lung cancer (adj. HR = 0.54; 95% CI: 0.35-0.84) after adjusting for age and gender.  Cigarette smoking (adj. HR = 2.76; 95% CI: 1.32-5.78) and family history of cancer (adj. HR = 1.65; 95% CI: 1.10-2.48) were associated with higher risk. Conclusion: This study suggests coffee consumption may be a protective factor for lung cancer in among this cohort.  相似文献   

14.
Background: Despite anti-smoking campaigns, smoking prevalence among Thai males aged 30 or older is high,at around 50%. The purpose of this study was to determine the relationship between smoking and mortality ina rural Thai community. Materials and Methods: Subjects enrolled into the Khon Kaen cohort study between1990 and 2001 were followed up for their vital status until 16th March 2012. The death resource was from theBureau of Policy and Strategy, Ministry of Interior, Thailand. A Cox proportional hazards model was used toanalyse the association between smoking and death, controlling for age, education level and alcohol drinking,and confidence intervals were calculated using the floating risk method. Results: The study recruited 5,962 malesubjects, of whom 1,396 died during a median 13.5 years of follow-up. Current smokers were more likely todie than never smokers after controlling for age, education level and alcohol drinking (HR, 95%CI: 1.41, 1.32-1.51), and the excess mortality was greatest for lung cancer (HR, 95%CI: 3.51, 2.65-4.66). However, there wasno increased risk with increasing dose of tobacco, and no difference in risk between smokers of yamuan (handrolledcigarettes) and manufactured tobacco. Conclusion: Mortality from cancer, particularly lung cancer, andfrom all causes combined is dependent on smoking status among men in rural Thailand, but the relative risksare lower than have been reported from studies in high income countries, where the tobacco epidemic is moreestablished.  相似文献   

15.
Background: Liver cancer is the most frequent cancer among Thais especially people in northeastern Thailand, but there has as yet been no assessment of trend. The data of all cancers in Khon Kaen can be retrieved from data base of the Khon Kaen Cancer Registry (KKCR) which was established in 1984. Objective: To assess the incidence trend of hepatocellular carcinoma in Khon Kaen, Thailand, between 1990 and 2009. Methods: Population-based cases of liver cancer registered between 1985 and 2009 were retrieved from the KKCR data base and cases with diagnosis of hepatocellular carcinoma (HCC) with the coding C22.0 according to ICD-O were selected. Incidence trends were calculated using the Jointpoint analysis. Results: There were 7,859 cases of HCC during the study period. Males were affected two times more frequently than females. The most common age group of cases was 50 and 69 years (60.3%). Most patients were diagnosed based on radiology imaging (40.6%) while the morphology verification was 7%. The age-standardized rates (ASR) were 13.1 to 49.8 per 100,000 among males and 4.8 to 38.4 per 100,000 among females depending on year of diagnosis since 1985. Remarkably, the ASRs were clearly low during first few years of starting the registration. The overall ASRs of HCC were 30.3 per 100,000 in males (95% CI: 25.9 to 34.6) and 13.1 per 100,000 (95% CI: 10.4 to 15.8) in females. During 1990-2009, the trends in incidences have been decreasing significantly with the annual percent change (APC) of 6.2% per year (95% CI: –7.6 to –4.8) in males and by 6.5% per year in females (95% CI: –8.4 to –4.9). Conclusions: The incidence trends have been decreasing in both sexes. The recent decline in incidence may represent a falling risk.  相似文献   

16.
Background: Lymphoma is the second most common of childhood cancer in Thailand, but data on trendsover time are limited. Objective: To perform a statistic assessment of the incidence trend of childhood lymphomain Khon Kaen, Thailand, between 1985 and 2008. Method: All children aged < 15 years newly diagnosed withlymphoma according to International Childhood Cancer Classification (ICCC) during January 1, 1985- December31, 2008 were collected from data base of Khon Kaen Provincial Registry. Aged-adjusted incidence rates (ASRs)were calculated by standard method and trends were calculated using the generalized linear model method, which utilizes incidence-rate-base logarithms. Results: During 1985-2008 there were 72 children (47boys and 25 girls) who were diagnosed with lymphoma in Khon Kaen province. The peak age-group of diseasewas in the 5-9 year olds for both sexes. All cases were pathologically proven. Non-Hodgkin lymphoma (NHL)was more common than Hodgkin disease (ratio 7:1). The overall ASR was 6.04 per million (95%CI: 4.64 to 7.45)and the ASR was 7.64 per million (95%CI: 5.44 to 9.84) in boys and 4.37 per million (95%CI: 2.64 to 6.10) ingirls. Significant increases were observed for boys, since the 2006 to 2008 ASR was 15.3 per million (95%CI:5.73 to 25.0). Trend analyses during 1985 - 2008 showed that incidence among boys for lymphoma increasedby 1.38 percent per year (95%CI:- 4.6-8.3) while the incidence among girl decreased by 2.6 percent per year(95%CI:- 12-6.8). Conclusions: Our data showed that the incidence of childhood lymphoma in Khon Kaenprovince was similar to the one of Thailand but lower than those of western countries. During the past 24 years,the incidence trend seems to be increasing in boys but decreasing in girls. Interpretation is difficult without abetter understanding of what underlies the reported changes.  相似文献   

17.
Cervical cancer is a common cancer in Thai women and one of the only cancers that can be readily cured if early ‍detection is successful. The Pap smear is an accepted as an appropriate means for cervical cancer screening at ‍present. However, there are still some management problems with early detection programmes. Since data showing ‍how many women have been screened by Pap smear are limited in Thailand, the present study was conducted with ‍the aim of determining coverage in a defined population in the sample area, Thakaserm sub- district in Nampong ‍district, Khon Kaen province, Thailand. The investigation was carried out during June-August 2000 to collect ‍information on history of screening for cervical cancer using questionnaires. All women aged 20 and above were ‍asked to answer the set of questionnaires a total of 1,199 women responded. There were 66.9% that reported having ‍received a Pap smear test for screening for cervical cancer at least once. However, there were 33.1 % that had never ‍undergone a Pap smear in their life. It is important to find a strategy to increase the coverage of cervical cancer ‍screening programme for this population. ‍  相似文献   

18.
Background: The Khon Kaen Cancer Registry (KKCR), providing both hospital and population-based ‍registration, was established in 1984 in the Faculty of Medicine, Khon Kaen University. Leukemia is the most ‍common cancer among Thai children in Thailand, including both curable and preventable types, but no assessment ‍of trends has hitherto been performed. Objective: To perform a statistical assessment of the incidence trend of ‍childhood leukemia in Khon Kaen, Thailand, between 1985 and 2002. Methods: Population-based cases of childhood ‍leukemia registered between 1985 and 2002 were retrieved from the KKCR and cases with an ICD-O diagnosis ‍(coding C42) in children under 15 were selected. Incidence trends were calculated using the Generalized Linear ‍Model method (GLM), which generates incidence-rate-based logarithms. Results: Of the 277 cases of leukemia, ‍boys were affected two times more frequently than girls and half of the cases were 0-4 years of age. Most diagnoses ‍were histologically- or cytologically-proven and the most common type (affecting two-thirds, 65.7%) was acute ‍lymphoblastic leukemia (ALL). The overall, age-standardized rate (ASR) for leukemia was 31.9 per million (95%CI: ‍28.1 to 35.7); 40.3 per million (95%CI: 34.2 to 46.4) in boys and 27.0 (95%CI: 21.8 to 32.2) in girls. Incidence has ‍been increasing by 2.4% per year in boys (95% CI: -0.5 to 5.3) and 4.1% per year in girls (95% CI: 1.1 to 7.2). ‍Conclusions: This incidence-rate-based logarithm indicates that childhood leukemia has been increasing, suggesting ‍further epidemiological research on causes and possible prevention is needed.  相似文献   

19.
The present nested case-control study within the Khon Kaen cohort study was conducted to assess riskfactors for cholangiocarcinoma (CCA) development. Cases were 108 subjects with proven CCA by ultrasoundat least and controls also numbered 108, matched by sex, age (not more than 3 years difference) and period ofrecruitment to the cohort (not more than 3 months difference). A questionnaire was constructed based on thatemployed for the Khon Kaen cohort study recruitment. McNemar’s chi-square test and conditional logisticregression were used for crude analysis and multivariables analysis. Results revealed a sex ratio of 2:1 formales:females. The current study found a statistically significant association when adjusted for other potentialcovariate factors between cholangiocarcinoma and the consumption of total fruits 1.0-2.08 times per day (OR0.32; 95%CI: 0.12-0.88) and history of Opisthorchis viverrini (OV) eggs in stools at recruitment plus consumptionof meat < 0.45 times per day (OR 2.99; 95%CI: 1.04-8.62). The findings suggest that OV infestation is thestrongest risk factor for development of cholangiocarcinoma and also suggests decrease in risk among individualswho consume more fruit.  相似文献   

20.
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