scholarly journals The Predictive Effect of Health Examination in the Incidence of Diabetes Mellitus in Chinese Adults: A Population-Based Cohort Study

2021 ◽  
Vol 2021 ◽  
pp. 1-7
Author(s):  
Xiaomin Fu ◽  
Yingmin Jia ◽  
Jing Liu ◽  
Qinghua Lei ◽  
Lele Li ◽  
...  

Background. The incidence of diabetes mellitus (DM) was increasing in recent years, and it is important to screen those nondiabetic populations through health examination to detect the potential risk factors for DM. We aimed to find the predictive effect of health examination on DM. Methods. We used the public database from Rich Healthcare Group of China to evaluate the potential predictive effect of health examination in the onset of DM. The colinear regression was used for estimating the relationship between the dynamics of the health examination index and the incident year of DM. The time-dependent ROC was used to calculate the best cutoff in predicting DM in the follow-up year. The Kaplan-Meier method and Cox regression were used to evaluate the HR of related health examination. Results. A total of 211,833 participant medical records were included in our study, with 4,172 participants diagnosing as DM in the following years (among 2-7 years). All the initial health examination was significantly different in participants’ final diagnosing as DM to those without DM. We found a negative correlation between the incidence of years of DM and the average initial FPG ( r = − 0.1862 , P < 0.001 ). Moreover, the initial FPG had a strong predictive effect in predicting the future incidence of DM ( AUC = 0.961 ), and the cutoff was 5.21 mmol/L. Participants with a higher initial FPG (>5.21 mmol/L) had a 2.73-fold chance to develop as DM in follow-up ( 95 % CI = 2.65 – 2.81 , P < 0.001 ). Conclusion. Initial FPG had a good predictive effect for detecting DM. The FPG should be controlled less than 5.21 mmol/L.

2019 ◽  
Vol 2019 ◽  
pp. 1-12 ◽  
Author(s):  
Hai-Ge Zhang ◽  
Ping Yang ◽  
Tao Jiang ◽  
Jian-Ying Zhang ◽  
Xue-Juan Jin ◽  
...  

Purpose. To investigate whether lymphocyte nadir induced by radiation is associated with survival and explore its underlying risk factors in patients with hepatocellular carcinoma (HCC). Methods. Total lymphocyte counts were collected from 184 HCC patients treated by radiotherapy (RT) with complete follow-up. Associations between gross tumor volumes (GTVs) and radiation-associated parameters with lymphocyte nadir were evaluated by Pearson/Spearman correlation analysis and multiple linear regression. Kaplan–Meier analysis, log-rank test, as well as univariate and multivariate Cox regression were performed to assess the relationship between lymphocyte nadir and overall survival (OS). Results. GTVs and fractions were negatively related with lymphocyte nadir (p<0.001 and p=0.001, respectively). Lymphocyte nadir and Barcelona Clinic Liver Cancer (BCLC) stage were independent prognostic factors predicting OS of HCC patients (all p<0.001). Patients in the GTV ≤55.0 cc and fractions ≤16 groups were stratified by lymphocyte nadir, and the group with the higher lymphocyte counts (LCs) showed longer survival than the group with lower LCs (p<0.001 and p=0.006, respectively). Patient distribution significantly differed among the RT fraction groups according to BCLC stage (p<0.001). However, stratification of patients in the same BCLC stage by RT fractionation showed that the stereotactic body RT (SBRT) group achieved the best survival. Furthermore, there were significant differences in lymphocyte nadir among patients in the SBRT group. Conclusions. A lower lymphocyte nadir during RT was associated with worse survival among HCC patients. Smaller GTVs and fractions reduced the risk of lymphopenia.


Author(s):  
Liao Tzu-Han ◽  
Meng Che Wu ◽  
Cheng-Li Lin ◽  
Chien-Heng Lin ◽  
James Cheng-Chung Wei

Backgrounds Appendectomy is one of the most commonly performed surgeries worldwide. Sepsis is an major etiology of morbidity and mortality in children. Our preliminary research revealed a positive correlation among appendectomy and future risk of sepsis in adults. However, to date, the relationship among appendectomy and future risk of sepsis in children remains unknown. The aim of this research was to investigate the relationship among appendectomy and hazard of future sepsis in children. Methods We applied a nationwide population-based cohort to assess whether children who received appendectomy were at increased risk of subsequent sepsis. Overall, 57261 subjects aged below 18 undergoing appendectomy as appendectomy group and 57261 matched controls were identified as non-appendectomy group from the National Health Insurance Research Database in Taiwan. We use propensity score analysis to match age, sex, urbanization level, and parental occupation at the ratio to 1:1. Multiple Cox regression and stratified analyses were used to appraise the adjusted hazard ratio (aHR) for developing sepsis in children. Results Children who received appendectomy had a 2.63 times higher risk of developing sepsis than those who did not, and the risk was even higher in children aged under 6 years. Patients with <1 year follow-up showed a 5.64-fold risk of sepsis in the appendectomy cohort. Patients with 1–4 and ≥5 years’ follow-up showed a 2.41- and 2.02-times risk of sepsis. Conclusion Appendectomy was correlative to a 2.63-fold increased future sepsis risk in children, and the risk in younger patients aged <6 years was even higher. More studies to interpret the possible biological mechanisms of the associations among sepsis and appendectomy are warrant


2020 ◽  
Vol 26 ◽  
pp. 107602962094858
Author(s):  
Yan Bai ◽  
Ying-Ying Zheng ◽  
Jun-Nan Tang ◽  
Xu-Ming Yang ◽  
Qian-Qian Guo ◽  
...  

The role of activation of the coagulation and fibrinolysis system in the pathogenesis and prognosis of cardiovascular diseases (CVDs) has drawn wide attention. Recently, the D-dimer to fibrinogen ratio (DFR) is considered as a useful biomarker for the diagnosis and prognosis of ischemic stroke and pulmonary embolism. However, few studies have explored the relationship between DFR and cardiovascular disease. In our study, patients were divided into 2 groups according to DFR value: the lower group (DFR < 0.52, n = 2123) and the higher group (DFR ≥ 0.52, n = 1073). The primary outcome was all-cause mortality (ACM) and cardiac mortality (CM). The average follow-up time was 37.59 ± 22.24 months. We found that there were significant differences between the 2 groups in term of ACM (2.4% vs 6.6%, P < 0.001) and CM (1.5% vs 4.0%, P < 0.001). Kaplan–Meier analyses showed that elevated DFR had higher incidences of ACM (log rank P < 0.001) and CM (log rank P < 0.001). Multivariate Cox regression analyses showed that DFR was an independent predictor of ACM (HR = 1.743, 95%CI: 1.187-2.559 P = 0.005) and CM (HR = 1.695, 95%CI: 1.033-2.781 P = 0.037). This study indicates that DFR is an independent and novel predictor of long-term ACM and CM in post-PCI patients with CAD.


PeerJ ◽  
2018 ◽  
Vol 6 ◽  
pp. e5287
Author(s):  
I-Shen Huang ◽  
Sung-En Huang ◽  
Wei-Tang Kao ◽  
Cheng-Yen Chiang ◽  
To Chang ◽  
...  

Background The purpose of this study was to investigate the relationship between chronic periodontitis (CP) and upper urinary tract stone (UUTS) in Taiwan by using a population-based data set. Methods A total of 16,292 CP patients and 48,876 randomly-selected controls without chronic periodontitis were selected from the National research database and studied retrospectively. Subjects selected have not been diagnosed with UUTS previously. These subjects were prospectively followed for at least eight years. Cox regression models were used to explore the connection between risk factors and the development of UUTS. Results The CP patients have a greater chance of developing UUTS compared to controls (1761/16292, 10.8% vs. 4775/48876, 9.8%, p-values < 0.001). Conditioned logistic regression suggested CP increases the risk of UUTS development (HR 1.14, 95% CI [1.08–1.20], p < 0.001). After respective adjustment for age, gender, hypertension and diabetes, results showed that CP still increases the risk of developing UUTS (HR 1.14, 95% CI [1.08–1.20], p < 0.001). Conclusion By using a population-based database with a minimum eight 8 follow-up of CP in Taiwan, we discovered patients with CP are more likely to develop UUTS.


2014 ◽  
Vol 26 (5) ◽  
pp. 749-757 ◽  
Author(s):  
Anna Sundström ◽  
Olle Westerlund ◽  
Hossein Mousavi-Nasab ◽  
Rolf Adolfsson ◽  
Lars-Göran Nilsson

ABSTRACTBackground:This study examines the association between marital and parental status and their individual and combined effect on risk of dementia diseases in a population-based longitudinal study while controlling for a range of potential confounders, including social networks and exposure to stressful negative life events.Methods:A total of 1,609 participants without dementia, aged 65 years and over, were followed for an average period of 8.6 years (SD = 4.8). During follow-up, 354 participants were diagnosed with dementia. Cox regression was used to investigate the effect of marital and parental status on risk of dementia.Results:In univariate Cox regression models (adjusted for age as time scale), widowed (hazard ratio (HR) 1.42, 95% confidence interval (CI) = 1.13–1.78), and not having children (HR 1.54, 95% CI = 1.15–2.06) were significantly associated with incident dementia. In multivariate analyses that included simultaneously marital and parental status and covariates that were found to be significant in univariate models (p < 0.10), the HR was 1.30 (95% CI = 1.01–1.66) for widowed, and 1.51 (95% CI = 1.08–2.10) for those not having children. Finally, a group of four combined factors was constructed: married parents (reference), married without children, widowed parents, and widowed without children. The combined effect revealed a 1.3 times higher risk (95% CI = 1.03–1.76) of dementia in widow parents, and a 2.2 times higher risk (95% CI = 1.36–3.60) in widowed persons without children, in relation to married parents. No significant difference was observed for those being married and without children.Conclusions:Our findings suggest that marital- and parental status are important risk factors for developing dementia, with especially increased risk in those being both widowed and without children.


Author(s):  
Rubén Alcantud Córcoles ◽  
Fernando Andrés-Pretel ◽  
Pedro Manuel Sánchez-Jurado ◽  
Almudena Avendaño Céspedes ◽  
Cristina Gómez Ballesteros ◽  
...  

Abstract Background There is a need to know the relationship between function and hospitalization risk in older adults. We aimed at investigating whether the Functional Continuum Scale (FCS), based on basic (BADL) and instrumental (IADL) activities of daily living and frailty, is associated with hospitalization density in older adults across 12 years of follow-up. Methods Cohort study, with a follow-up of 12 years. A total of 915 participants aged 70 years and older from the Frailty and Dependence in Albacete (FRADEA) study, a population-based study in Spain, were included. At baseline, the FCS, sociodemographic characteristics, comorbidity, number of medications, and place of residence were assessed. Associations with first hospitalization, number of hospitalizations, and 12-year density of hospitalizations were assessed using Kaplan–Meier curves, Poisson regression analyses, and density models. Results The median time until the first hospitalization was shorter toward the less functionally independent end of the FCS, from 3917 days (95% confidence interval [CI] 3701–3995) to 1056 days (95% CI 785–1645) (p &lt; .001). The incidence rate ratio (IRR) for all hospitalizations increased from the robust category until the frail one (IRR 1.89), and thereafter it decreased until the worse functional category. Those who were BADL dependent presented an increased hospitalization density in the first 4 follow-up years (58%), those who were frail in the third-to-sixth follow-up years (55%), while in those prefrail or robust the hospitalization density was homogeneous during the complete follow-up. Conclusions The FCS is useful for stratifying the risk of hospitalization and for predicting the density of hospitalizations in older adults.


Circulation ◽  
2014 ◽  
Vol 130 (suppl_2) ◽  
Author(s):  
Timothy M Markman ◽  
Mohammadali Habibi ◽  
Bharath Ambale-Venkatesh ◽  
Mytra Zareian ◽  
Colin Wu ◽  
...  

Introduction: Diabetes mellitus (DM) is associated with the development of cardiovascular disease (CVD). Morphological changes in the LA may appear before symptoms. We aimed to investigate the association between cardiac magnetic resonance imaging (CMR) measured LA structure and function and incident CVD in asymptomatic individuals with DM. Methods: Tissue tracking CMR was used to measure LA size and phasic emptying fraction (EF) on all 574 MESA participants with DM and available baseline CMR, which was performed between 2000 and 2002. MESA is a population based, multi-center cohort study of 6814 healthy individuals. CVD was defined as MI, resuscitated cardiac arrest, angina, stroke, heart failure, atrial fibrillation, and any mortality secondary to CVD. Cox regression was used to assess the association of LA parameters with incident CVD adjusted for traditional risk factors, LV mass assessed by CMR, NT Pro-BNP and maximum LA volume. Adjusted Kaplan-Meier curves are based on 25th percentile cut-offs. Results: After a mean follow up of 7 years, 96 individuals developed CVD (mean age 64, 53%male, 79% treated). Individuals with incident CVD (mean age 66 years, 66% male vs. mean age 4 years, 50% male) had larger maximum and minimum LA volume index (LAVI) (32±13 mm3/m2 vs. 27±10 mm3/m2; 20±10mm3/m2 vs. 14 ±6 mm3/m2), and lower total and active EF than those without CVD (42±11% vs. 48±9%; 29±11% vs. 32±11%). p<0.01 for all. In the final model, there was a significant association of minimum LAVI, LA total EF, and LA active EF with incident CVD. Conclusions: CMR measured LA structure and function are predictive of CVD in a diabetic multi-ethnic population free of any symptomatic CVD at baseline.


2021 ◽  
Author(s):  
Yueying Wang ◽  
Wenwei Qi ◽  
Nan Zhang ◽  
Gary Tse ◽  
Guangping Li ◽  
...  

Abstract Background: Previous studies suggested an adverse association between higher fasting blood glucose (FBG) and heart failure. However, FBG values fluctuate continuously over time, the association between FBG variability and the risk of heart failure is uncertain.Aims: We investigated the relationship between visit-to-visit variability in FBG and the risk of new-onset heart failure.Methods and Results: This was a population-based cohort study using the Kailuan dataset, which comprises of medical claims and a biennially health checkup information from a Chinese cohort. A total of 98 554 individuals (mean age: 53.63 years) who had at least two health checkups with FBG measurement between 2006 and 2012 without preexisting heart failure were included. FBG variability was calculated using the variability independent of the mean, coefficient of variation, standard deviation, and average successive variability (ARV). Participants were divided into quartiles of ARV. Cox regression was used to identify heart failure. Over a mean follow-up of 6.27 years, 1218 individuals developed heart failure. The incidence of heart failure was 1.97 per 1000 person-years. After adjusting for baseline FBG and other potential confounders, individuals in the highest quartile of the ARV of FBG had 32.6% higher risk of developing heart failure compared to those in the lowest quartile (hazard ratio, 1.326; 95% confidence interval, 1.120-1.570). This association remained significant in patients with or without prevalent hypertension. In subgroup analyses, individuals who were younger (<65 years), without diabetes mellitus or chronic kidney disease, and with a body mass index<25 kg/m2 experienced a higher risk of heart failure.Conclusions: Our data demonstrated that high FBG variability is independently associated with the development of new-onset heart failure. Future studies should explore whether measures to reduce variability can lead to improve clinical outcomes. Trial registration: Chinese Clinical Trial Register, ChiCTR-TNRC-11001489. Registered on 24-08-2011.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 3989-3989
Author(s):  
Ryan J Stubbins ◽  
Lauren Lee ◽  
Yasser Abou Mourad ◽  
Michael J Barnett ◽  
Raewyn Broady ◽  
...  

Abstract Introduction Acute myeloid leukemia (AML) in older adults is a challenging clinical problem with a poor prognosis. Hypomethylating agents, such as azacitidine, improve survival in this population. (Oran B, Haematologica 2012) These treatments can be challenging to deliver, particularly in patients far from tertiary care centres. We examined whether residence outside of a major metropolitan area impacted referral patterns, treatments, and outcomes in a population-based cohort of AML patients over age 60 in British Columbia (BC), Canada. Methods Patients with ICD-10 diagnoses of AML were identified from the population based BC Cancer registry and BC Cancer pharmacy database. Diagnoses between 2010 and 2016 were included. Exclusion criteria included diagnosis age less than 60 years, any treatment outside BC, or APL. The diagnosis of AML was verified by chart review. Azacitidine was available at our institution in 2010, and is used primarily for patients with bone marrow blast counts below 30%. Patients were defined as having a hematologist/oncologist assessment if a provider with these credentials was listed in notes or pathology reports. Patients were defined as having received a treatment if it was dispensed at least once, with a date after AML diagnosis. Patients were defined as urban if they had a mailing address in a center of >/= 100,000 people, per the Statistics Canada definition, and rural if they had a mailing address elsewhere. Urban residences included greater Vancouver, Victoria and Kelowna, which comprise 71.5% of the population. (Statistics Canada, 2016 census) Between group differences were assessed by 2-tailed t-test or chi-square tests. Overall survival (OS) was assessed by Kaplan-Meier, with a log-rank test, and Cox regression. A p < 0.05 was significant. Results A total of 879 patients over age 60 with AML, excluding APL, were identified. Of these, 525 (60%) resided in urban areas vs 354 (40%) residing in rural areas. These groups were similar for median age at diagnosis (urban 75.9 years, rural 74.3 years, p = 0.067), adverse cytogenetic profile (urban 56%, rural 44%, p = 0.356), NPM1 positivity (urban 69%, rural 31%, p = 0.101) and FLT3 positivity (urban 76%, rural 24%, p = 0.052). Rural residents were less likely to have a documented hematologist/oncologist assessment (urban 84%, rural 65%, p < 0.001). Few patients overall received induction chemotherapy (151, 17%), with no difference between rural and urban residency (p = 0.524). Similarly, few patients underwent hematopoietic stem cell transplantation (38, 4%), with no difference with place of residence (p = 1.000). Median OS for patients treated with induction chemotherapy was 11.0 months (95% CI 9.0 - 13.1 mo). Median OS for patients treated with subcutaneous (SC) azacitidine was 7.1 months (95% CI 4.8 - 9.5 mo) vs 4.7 months (95% CI 3.3 - 6.1 mo) with SC cytarabine. With best supportive care, the median OS was 1.7 months (95% CI 1.5 - 1.9 mo). Median follow-up was 43.7 months (95% CI 39.2 - 48.2 mo), with 706 (97%) of patients deceased at last follow-up. Amongst the 728 patients who did not receive induction chemotherapy, 82 (11%) received SC cytarabine and 127 (17%) received SC azacitidine. Place of residence did not impact whether patients received SC cytarabine (urban 10%, rural 13%, p = 0.285). Rural residents were, however, less likely to receive SC azacitidine (urban 21%, rural 12%, p = 0.002). In patients not undergoing induction, rural residents had a worse OS by Kaplan-Meier analysis (p = 0.021), with a hazard ratio of 1.2 (95% CI 1.026 - 1.387, p = 0.022) on univariate Cox regression. Conclusions Older adults with a diagnosis of AML who reside in rural areas of BC are less likely to have a documented hematologist/oncologist assessment, and are less likely to receive SC azacitidine. This group also has a worsened OS, though the effect size is modest. There was no difference in rates of treatment with potentially curative regimens, although this approach applied to a minority of patients. We hypothesize that this difference may be partially due to the travel burdens placed on rural patients who receive SC azacitidine, which must be administered in a healthcare facility, unlike SC cytarabine. Less access to supportive care in rural areas is also likely a contributing factor. Policymakers should direct additional resources for rural oncologic healthcare delivery, and the importance of low burden drug formulations is AML should be emphasized. Disclosures No relevant conflicts of interest to declare.


2020 ◽  
Vol 8 (1) ◽  
pp. e001298 ◽  
Author(s):  
Mattias Rydberg ◽  
Malin Zimmerman ◽  
Anders Gottsäter ◽  
Peter M Nilsson ◽  
Olle Melander ◽  
...  

IntroductionCompression neuropathies (CN) in the upper extremity, the most common being carpal tunnel syndrome (CTS) and ulnar nerve entrapment (UNE), are frequent among patients with diabetes mellitus (DM). Earlier studies have shown contradicting results regarding DM as a risk factor for CN. Thus, the aim of the present population-based, longitudinal study was to explore potential associations between DM, CTS, and UNE during long-term follow-up.Research design and methodsA total of 30 466 participants aged 46–73 years, included in the population-based Malmö Diet and Cancer Study during 1991–1996, were followed up in Swedish national registries regarding incident CTS and UNE until 2016. Associations between prevalent DM at baseline and incident CTS or UNE were calculated using Cox proportional hazard models, adjusted for baseline confounders, such as sex, age at study entry, smoking, hypertension, use of antihypertensive treatment, alcohol consumption, and body mass index (BMI). HbA1c and fasting plasma glucose levels had been measured at baseline in a subgroup of 5508 participants and were related to incident CTS and UNE in age and sex-adjusted binary logistic regression models.ResultsA total of 1081 participants developed CTS and 223 participants developed UNE during a median follow-up of 21 years. Participants with incident CTS or UNE had higher prevalence of DM and higher BMI at baseline. Using multivariate Cox regression models, prevalent DM at baseline was independently associated with both incident CTS (HR 2.10; 95% CI 1.65 to 2.70, p<0.0001) and incident UNE (HR 2.20; 95% CI 1.30 to 3.74, p=0.003). Higher levels of HbA1c and plasma glucose were associated with an increased risk for CTS, but not for UNE.ConclusionThis study establishes DM as a major risk factor in the development of both CTS and UNE. Furthermore, a higher BMI is associated with both CTS and UNE. Finally, hyperglycemia seems to affect the median and ulnar nerves differently.


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