On Exact Unconditional Test for Linear Trend in Dose-Response Studies

2000 ◽  
Vol 42 (7) ◽  
pp. 795-806 ◽  
Author(s):  
Man-Lai Tang ◽  
Ping-Shing Chan ◽  
Wai Chan
2021 ◽  
Vol 26 (1) ◽  
Author(s):  
Ning Liu ◽  
Yang Peng ◽  
Xinguang Zhong ◽  
Zheng Ma ◽  
Suiping He ◽  
...  

Abstract Background Numerous studies have concentrated on high-dose radiation exposed accidentally or through therapy, and few involve low-dose occupational exposure, to investigate the correlation between low-dose ionizing radiation and changing hematological parameters among medical workers. Methods Using a prospective cohort study design, we collected health examination reports and personal dose monitoring data from medical workers and used Poisson regression and restricted cubic spline models to assess the correlation between changing hematological parameters and cumulative radiation dose and determine the dose-response relationship. Results We observed that changing platelet of 1265 medical workers followed up was statistically different among the cumulative dose groups (P = 0.010). Although the linear trend tested was not statistically significant (Ptrend = 0.258), the non-linear trend tested was statistically significant (Pnon-linear = 0.007). Overall, there was a correlation between changing platelets and cumulative radiation dose (a change of βa 0.008 × 109/L during biennially after adjusting for gender, age at baseline, service at baseline, occupation, medical level, and smoking habits; 95% confidence interval [CI] = 0.003,0.014 × 109/L). Moreover, we also found positive first and then negative dose-response relationships between cumulative radiation dose and changing platelets by restricted cubic spline models, while there were negative patterns of the baseline service not less than 10 years (− 0.015 × 109/L, 95% CI = − 0.024, − 0.007 × 109/L) and radiation nurses(− 0.033 × 109/L, 95% CI = − 0.049, − 0.016 × 109/L). Conclusion We concluded that although the exposure dose was below the limit, medical workers exposed to low-dose ionizing radiation for a short period of time might have increased first and then decreased platelets, and there was a dose-response relationship between the cumulative radiation dose and platelets changing.


Nutrients ◽  
2018 ◽  
Vol 10 (10) ◽  
pp. 1501 ◽  
Author(s):  
Susanna Larsson ◽  
Nicola Orsini

Coffee consumption is associated with a reduced risk of several diseases but uncertainty remains about the influence of coffee consumption on the risk of dementia. We performed a dose-response meta-analysis to summarize the prospective data on coffee consumption and associated risk of dementia and Alzheimer’s disease. We identified studies by searching PubMed (from January 1966) and Web of Science (from January 1945) through 4 October 2018 and by scrutinizing the reference lists of pertinent publications. Two researchers independently reviewed the literature. Results were combined using a restricted cubic spline random-effects dose-response meta-analysis based on a one-stage approach. Eight relevant prospective studies were identified. These studies included 7486 dementia cases diagnosed among 328,885 individuals during an average follow-up of 4.9–25 years. Meta-analysis of all eight studies indicated no statistically significant association between coffee consumption and the risk of dementia and no deviations from a linear trend (p = 0.08). The relative risk of dementia per 1 cup/day increment of coffee consumption was 1.01 (95% confidence interval (CI) 0.98–1.05; p = 0.37). Meta-analysis of five studies that focused on Alzheimer’s disease revealed no association between coffee consumption and Alzheimer’s disease and no deviations from a linear trend (p = 0.79). The relative risk of Alzheimer’s disease per 1 cup/day increment of coffee consumption was 1.01 (95% confidence interval 0.95–1.07; p = 0.80). These results do not support an association between coffee consumption and an increased risk of overall dementia or Alzheimer’s disease specifically, but further research on the association of coffee consumption with dementia risk is needed.


Author(s):  
Chang Xu ◽  
Lehana Thabane ◽  
Tong-Zu Liu ◽  
Ling Li ◽  
Sayem Borhan ◽  
...  

Objectives: Dose-response meta-analysis (DRMA) is widely employed to establishing the potential dose-response relationship between continuous exposures and disease outcomes. However, no method is readily available for exploring the relation between a discrete exposure and a binary or continuous outcome. We proposed a piecewise linear (PL) DRMA model as a solution to this issue. Methods: We illustrated the methodology of PL model in both one-stage DRMA approach and two-stage DRMA approach. The method by testing the equality of slopes of each piecewise was employed to judge if there is “piecewise effect” against simple linear trend. We then used sleep (continuous exposure) and parity (discrete exposure) data as examples to illustrate how to apply PL model in DRMA using the Stata code attached. We also empirically compared the slopes of PL model with simple linear as well as restricted cubic spline (RCS) model. Results: Both one-stage and two-stage PL DRMA model fitted well in our examples, and the results were similar. Obvious “piecewise effects” were detected in both the two examples by the method we used. In our example, the PL model showed better fitting effect and practical reliable results compared to simple linear model, while similar results for to RCS model. Conclusion: Piecewise linear function is a simple and valid method for DRMA and can be used for discrete exposures. It also represents a superior model to linear model in DRMA and may be an alternative model to non-linear model.


Author(s):  
Janis D. Harse ◽  
Kun Zhu ◽  
Romola S. Bucks ◽  
Michael Hunter ◽  
Ee Mun Lim ◽  
...  

Low vitamin D status has been linked to adverse cognitive outcomes in older adults. However, relationships at higher levels remain uncertain. We aimed to clarify patterns of association between vitamin D status and cognitive performance, using flexible regression methods, in 4872 middle- to older-aged adults (2678 females) from the Busselton Healthy Ageing Study. Cross-sectional associations of serum levels of 25-hydroxyvitamin D (25OHD) and performance in cognitive domains were modelled using linear regression and restricted cubic splines, controlling for demographic, lifestyle, and health factors. Mean ± SD serum 25OHD levels were 78 ± 24 nM/L for women and 85 ± 25 nM/L for men. Increasing levels in women were associated with better global cognition (linear trend, p = 0.023) and attention accuracy (continuity of attention), with improvement in the latter plateauing around levels of 80 nM/L (nonlinear trend, p = 0.035). In men, increasing levels of serum 25OHD were associated with better attention accuracy (linear trend, p = 0.022), but poorer semantic verbal fluency (linear trend, p = 0.025) and global cognition (nonlinear trend, p = 0.015). We identified patterns of association between serum 25OHD levels and cognitive performance that may reflect early dose–response relationships, particularly in women. Longitudinal analyses extending through to older ages may help to clarify the nature, strength, and temporality of these relationships.


2013 ◽  
Vol 111 (8) ◽  
pp. 1329-1339 ◽  
Author(s):  
Wan-Shui Yang ◽  
Wei-Ye Wang ◽  
Wen-Yan Fan ◽  
Qin Deng ◽  
Xin Wang

Tea consumption has inconsistently been shown to be associated with the risk of type 2 diabetes (T2D). The aim of the present study was to conduct a dose–response meta-analysis of cohort studies assessing the association between consumption of tea and risk of developing T2D. Pertinent studies were identified by searching PubMed, Web of Science and EMBASE through 31 March 2013. A total of sixteen cohorts from fifteen articles that reported 37 445 cases of diabetes among 545 517 participants were included. A significant linearly inverse association between tea consumption and T2D risk was found (P for linear trend = 0·02). An increase of 2 cups/d in tea consumption was found to be associated with a 4·6 (95 % CI 0·9, 8·1) % reduced risk of T2D. On the basis of the dose–response meta-analysis, the predicted relative risks of diabetes for 0, 1, 2, 3, 4, 5 and 6 cups of tea consumed per d were 1·00 (referent), 0·97 (95 % CI 0·94, 1·01), 0·95(95 % CI 0·92, 0·98), 0·93 (95 % CI 0·88, 0·98), 0·90 (95 % CI 0·85, 0·96), 0·88 (95 % CI 0·83, 0·93) and 0·85 (95 % CI 0·80, 0·91), respectively. There was a statistically significant heterogeneity within the selected studies (Q= 45·32, P< 0·001, I2= 60·3 %). No evidence of substantial small-study bias was found (P= 0·46). Our findings suggest that tea consumption could be linearly inversely associated with T2D risk. Future well-designed observational studies that account for different characteristics of tea such as tea types, preparation methods and tea strength are needed to fully characterise such an association.


Author(s):  
Chang Xu ◽  
Lehana Thabane ◽  
Tong-Zu Liu ◽  
Ling Li ◽  
Sayem Borhan ◽  
...  

Objectives: Dose-response meta-analysis (DRMA) is widely employed to establishing the potential dose-response relationship between continuous exposures and disease outcomes. However, no method is readily available for exploring the relation between a discrete exposure and a binary or continuous outcome. We proposed a piecewise linear (PL) DRMA model as a solution to this issue. Methods: We illustrated the methodology of PL model in both one-stage DRMA approach and two-stage DRMA approach. The method by testing the equality of slopes of each piecewise was employed to judge if there is “piecewise effect” against simple linear trend. We then used sleep (continuous exposure) and parity (discrete exposure) data as examples to illustrate how to apply PL model in DRMA using the Stata code attached. We also empirically compared the slopes of PL model with simple linear as well as restricted cubic spline (RCS) model. Results: Both one-stage and two-stage PL DRMA model fitted well in our examples, and the results were similar. Obvious “piecewise effects” were detected in both the two examples by the method we used. In our example, the PL model showed better fitting effect and practical reliable results compared to simple linear model, while similar results for to RCS model. Conclusion: Piecewise linear function is a simple and valid method for DRMA and can be used for discrete exposures. It also represents a superior model to linear model in DRMA and may be an alternative model to non-linear model.


Circulation ◽  
2018 ◽  
Vol 137 (suppl_1) ◽  
Author(s):  
Sarah G Wolfrum ◽  
Xuan-Mai T Nguyen ◽  
Rachel E Ward ◽  
Yuk-Lam Ho ◽  
Rebecca J Song ◽  
...  

Introduction: Prior studies have suggested a link between diet and Coronary Artery Disease (CAD), but there have been mixed findings on the risks and benefits of coffee and tea consumption. We assessed whether there is an association and dose response between coffee and tea intake on CAD incidence among Veterans. Methods: Million Veteran Program (MVP) is a national, representative longitudinal study of Veterans for genomic and non-genomic research that combines data from self-reported surveys, electronic health records, and biospecimens. Using food frequency data collected from 2011-2017 and CAD outcomes obtained from electronic health records, we used cox proportional hazard ratios (HR) to evaluate the association of coffee or tea intake with CAD incidence among Veterans with complete data. Follow-up began at the completion of the food frequency survey. Tea and coffee were evaluated separately, with intake categorized as never or less than one cup/month, 1-3 cups/month, one cup/week, 2-4 cups/week, 5-6 cups/week, one cup/day, 2-3 cups/day, 4-5 cups/day, or 6+ cups/day. For tea, the last two categories were combined to obtain stable estimates. Multivariate models were adjusted for known CAD risk factors (age, smoking status, physical activity, and education) and other caffeine use (e.g. tea for coffee). We plan to use restricted cubic splines to assess dose-response relationships. Results: Among 139,549 participants (90.3% male, mean age 64 ± 12 years), 74.2% consumed 1+ cups of coffee a month and 53.7% consumed 1+ cups of tea a month. During a median follow up of 3.2 years, we observed 4,715 new cases of CAD. Compared to those who drank less than one cup of coffee/month, adjusted HRs (95% CI) for CAD were 1.06 (0.92-1.22) for 1-3 cups/month, 1.09 (0.91-1.29) for one cup/week, 0.96 (0.84-1.10) for 2-4 cups/week, 0.92 (0.81-1.04) for 5-6 cups/week, 0.93 (0.85-1.01) for one cup/day, 0.99 (0.91-1.07) for 2-3 cups/day, 1.05 (0.93-1.19) for 4-5 cups/day, and 1.08 (0.92-1.28) for 6+ cups/day (p-linear trend=0.24). Compared to those who drank less than one cup of caffeinated tea/month, adjusted HRs (95% CI) for CAD were 1.08 (0.99-1.17) for 1-3 cups/month, 1.11 (0.99-1.23) for one cup/week, 1.01 (0.91-1.12) for 2-4 cups/week, 1.03 (0.89-1.17) for 5-6 cups/week, 1.04 (0.93-1.17) for one cup/day, 1.12 (0.98-1.28) for 2-3 cups/day, and 1.27 (1.04-1.58) for 4+ cups/day (p-linear trend=0.14). Conclusion: While coffee intake was not associated with incidence of CAD, there was an elevated risk of CAD restricted to Veterans consuming 4+ cups of caffeinated tea per day.


2021 ◽  
Author(s):  
Ravindra M Samarth ◽  
Puneet Gandhi ◽  
Nabo Kumar Chaudhury

Abstract Purpose: The frequency of acrocentric chromosome associations (ACA) was studied to determine the possible dose-response relation with low doses of gamma irradiation in lymphocytes. Methods: Peripheral blood collected from three healthy donors were irradiated with 0, 0.1, 0.25, 0.5, 0.75, and 1 Gy gamma radiation. Chromosomal preparations were made after 48 hrs culture as per the standard guidelines. Results: The average number of ACA and ACA % were increased significantly with an increase in a dose. The D-G and D-D type of association was most prominent and showed a dose-dependent increase. The ACA frequency in irradiated lymphocytes showed an increase concerning the dose. The fitted regression equation was y=0.4759x+0.1663 (R2=0.9635; p=0.0005). An assessment of dicentric chromosomes (DC) was carried for the same slides. The correlation curve was prepared for ACA frequencies versus DC frequencies, resulting in a regression equation as y=8.659x+0.2.37 (R2=0.8275; p=0.0119). Conclusion: Our results showed an increase in frequencies of ACA in irradiated lymphocytes with an increase in radiation dose and followed a similar linear trend with DC frequency, thus, ACA may serve as a candidate cytogenetic biomarker for radiation biodosimetry especially for low radiation doses.


2011 ◽  
Vol 2011 ◽  
pp. 1-11 ◽  
Author(s):  
Edward F. Miles ◽  
Yoshimi Tatsukawa ◽  
Sachiyo Funamoto ◽  
Naoko Kamada ◽  
Eiji Nakashima ◽  
...  

Purpose. There is evidence in the literature of increased maternal radiosensitivity during pregnancy. Materials and Methods. We tested this hypothesis using information from the atomic-bomb survivor cohort, that is, the Adult Health Study database at the Radiation Effects Research Foundation, which contains data from a cohort of women who were pregnant at the time of the bombings of Hiroshima and Nagasaki. Previous evaluation has demonstrated long-term radiation dose-response effects. Results/Conclusions. Data on approximately 250 women were available to assess dose-response rates for serum cholesterol, white blood cell count, erythrocyte sedimentation rate, and serum hemoglobin, and on approximately 85 women for stable chromosome aberrations, glycophorin A locus mutations, and naïve CD4 T-cell counts. Although there is no statistically significant evidence of increased radiosensitivity in pregnant women, the increased slope of the linear trend line in the third trimester with respect to stable chromosome aberrations is suggestive of an increased radiosensitivity.


1963 ◽  
Vol 45 (2) ◽  
pp. 209-214 ◽  
Author(s):  
Donald H. Hanscom ◽  
Armand Littman ◽  
Jack V. Pinto

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