Abstract 11: Fructosamine and Glycated albumin with Risk of Coronary Heart Disease and Death

Circulation ◽  
2014 ◽  
Vol 129 (suppl_1) ◽  
Author(s):  
Elizabeth Selvin ◽  
Andreea M Rawlings ◽  
Pamela L Lutsey ◽  
James S Pankow ◽  
Linda Kao ◽  
...  
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Proportional Hazards ◽  
Glycated Albumin ◽  
Total Mortality ◽  
Cox Proportional Hazards ◽  
Risk Of Death ◽  
Cox Proportional Hazards Models ◽  
Pearson's R ◽  
Pearson’S R

Background: HbA1c is the standard measure to monitor glucose control and is now used for diagnosis of diabetes. Fructosamine and glycated albumin are markers of short-term glycemic control that may add complementary information to HbA1c. However, the associations of fructosamine and glycated albumin with cardiovascular outcomes are uncharacterized. Methods: We measured glycated albumin and fructosamine in 11104 adult participants (792 with a history of diabetes) of the community-based ARIC Study without cardiovascular disease at baseline (1990-1992). We evaluated the associations of fructosamine and glycated albumin with incident coronary heart disease and total mortality. We compared these associations to those for HbA1c. Results: Baseline HbA1c was highly correlated with fructosamine (Pearson’s r =0.82) and glycated albumin (Pearson’s r=0.86). During over two decades of follow-up there were 1,032 new cases of coronary heart disease and 2,594 deaths. In Cox proportional hazards models adjusted for traditional cardiovascular risk factors, elevated baseline levels of fructosamine and glycated albumin were significantly associated with coronary heart disease and total mortality ( Figure ). After additional adjustment for HbA1c, the associations were attenuated but remained significant, particularly at diabetic levels of fructosamine and glycated albumin. The associations with death were J-shaped, with an elevation of risk also apparent at the lowest levels of each biomarker, as has been previously observed for HbA1c. Conclusions: The acceptance of new measures of hyperglycemia is partly dependent on establishing their association with long-term outcomes. We found that fructosamine and glycated albumin were associated with coronary heart disease and mortality and that these associations were similar to those observed for HbA1c. The elevated risk of death at very low levels of fructosamine, glycated albumin, and HbA1c deserves further examination.

Abstract P316: Prehypertension and Incident Acute Coronary Heart Disease in the REasons for Geographic and Racial Differences in Stroke (REGARDS) Study

Circulation ◽  
2013 ◽  
Vol 127 (suppl_12) ◽  
Author(s):  
Stephen P Glasser ◽  
Yulia Khodneva ◽  
Daniel Lackland ◽  
Ronald Prineas ◽  
Monika Safford
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Racial Differences ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Community Dwelling ◽  
Cox Proportional Hazards Models ◽  
Chd Risk ◽  
Regards Study ◽  
Chd Risk Factors

Objective: The independent prognostic value of prehypertension (preHTN) for incident coronary heart disease (CHD) remains unsettled. Using the REasons for Geographic And Racial Differences in Stroke (REGARDS) cohort study, we examined associations between preHTN and incident acute CHD and CVD death. Methods: REGARDS includes 30,239 black and white community-dwelling adults age 45 and older at baseline. Recruitment occurred from 2003-7, with baseline interviews and in-home data collection for physiologic measures. Follow-up is conducted by telephone every 6 months to detect events and deaths, which are adjudicated by experts. Systolic BP was categorized into <120 mmHg (n=4385), 120-129 mmHg (n=4000), 130-139 (n=2066), and hypertension was categorized into controlled (<140/90 mmHg on treatment) (n=8378), and uncontrolled (>140/90 mmHg) (n=5364). Incident acute CHD was defined as definite or probable myocardial infarction (MI) or acute CHD death. CVD death was defined as acute CHD, stroke, heart failure or other cardiovascular disease related. Cox proportional hazards models estimated the hazard ratios (HR) for incident CHD by BP categories, adjusting for sociodemographics and CHD risk factors. Results: The 23,393 participants free of CHD at baseline were followed for a median of 4.4 years. Mean age was 64.1, 58% were women and 42% were black. There was a significant interaction between sex and BP categories, therefore analyses were stratified by sex. There were 252 non-fatal and fatal acute CHD events among women and 407 among men. Among women, compared with SBP<120 mmHg, BP categories above SBP 120 mmHg were associated with incident CHD (adjusted HR for SBP120-129 mmHg=1.94 {95% CI 1.04-3.62]; SBP 130-139 mmHg=1.92 {0.95-3.87}; controlled HTN=2.16 {1.25-3.75}; uncontrolled HTN=3.25 {1.87-5.65}) in fully adjusted models. Among men, only uncontrolled HTN was associated with incident CHD (HR=1.55 {1.11-2.17}). Conclusion: In this sample, preHTN may be associated with incident CHD among women but not men.

Abstract MP53: Consumption Of Ultra-processed Food Is Associated With Risk Of Coronary Heart Disease In The Atherosclerosis Risk In Communities Study

Circulation ◽  
2021 ◽  
Vol 143 (Suppl_1) ◽  
Author(s):  
Shutong Du ◽  
Hyunju Kim ◽  
Josef Coresh ◽  
Casey M Rebholz
Keyword(s):  
Coronary Heart Disease ◽  
Heart Disease ◽  
Food Intake ◽  
Proportional Hazards ◽  
Sociodemographic Factors ◽  
Incidence Rates ◽  
Cox Proportional Hazards ◽  
Processed Food ◽  
Cox Proportional Hazards Models ◽  
Food And Drink

Introduction: Ultra-processed food defined as food and drink products formulated through sequences of industrial processes, and generally contain non-culinary used additives. Previous studies have linked higher ultra-processed food intake with several cardiometabolic and cardiovascular diseases. However, longitudinal evidence from US populations remains scarce. Hypothesis: We hypothesized that higher intake of ultra-processed food is associated with higher risk of coronary heart disease (CHD). Methods: We selected 12,607 adults aged 44-66 years in 4 US communities from the ARIC study at baseline. Dietary intake data were collected through a validated 66-item food frequency questionnaire. Ultra-processed foods were defined using the NOVA classification and the level of intake was calculated for each participant. We conducted Cox proportional hazards models to study the association between quartiles of ultra-processed food intake and incident CHD. Nonlinearity was assessed by using restricted cubic spline regression. Results: There were 1,899 incident CHD cases documented after an median follow up of 27 years (291,285.2 person-years). Incidence rates were higher in the highest quartile of ultra-processed food intake (71.6 per 10,000 person-years; 95% CI, 65.8-78.0) compared to the lowest quartile (59.7 per 10,000 person-years; 95% CI, 54.3-65.7). Participants in the highest vs. lowest quartile were associated with a 18% higher risk of CHD (Hazard ratio 1.18 [95% CI, 1.04 - 1.34]; P-trend = 0.010) after adjusting for sociodemographic factors and health behaviors. An approximately linear relationship was observed between ultra-processed food intake and risk of CHD after 4 servings/day ( Figure ). Conclusion: In conclusion, higher ultra-processed food intake was associated with a higher risk of coronary heart disease among middle-aged US adults. Further prospective studies are needed to confirm these findings and to investigate the mechanisms by which ultra-processed food may affect health.

scholarly journals Association of Mid- to Late-Life Blood Pressure Patterns With Risk of Subsequent Coronary Heart Disease and Death

2021 ◽  
Vol 8 ◽  
Author(s):  
Menghui Liu ◽  
Shaozhao Zhang ◽  
Xiaohong Chen ◽  
Xiangbin Zhong ◽  
Zhenyu Xiong ◽  
...  
Keyword(s):  
Blood Pressure ◽  
Coronary Heart Disease ◽  
Heart Disease ◽  
Proportional Hazards ◽  
Late Life ◽  
Cox Proportional Hazards ◽  
Atherosclerosis Risk In Communities ◽  
Cox Proportional Hazards Models ◽  
Significant Difference ◽  
All Cause Mortality

Background: The elevated blood pressure (BP) at midlife or late-life is associated with cardiovascular disease and death. However, there is limited research on the association between the BP patterns from middle to old age and incident coronary heart disease (CHD) and death.Methods: A cohort of the Atherosclerosis Risk in Communities (ARIC) Study enrolled 9,829 participants who attended five in-person visits from 1987 to 2013. We determined the association of mid- to late-life BP patterns with incident CHD and all-cause mortality using multivariable-adjusted Cox proportional hazards models.Results: During a median of 16.7 years of follow-up, 3,134 deaths and 1,060 CHD events occurred. Compared with participants with midlife normotension, the adjusted hazard ratio for all-cause mortality and CHD was 1.14 (95% CI, 1.04–1.25) and 1.28 (95% CI, 1.10–1.50) in those with midlife hypertension, respectively. In further analyses, compared with a pattern of sustained normotension from mid- to late-life, there was no significant difference for the risk of incident death (HR, 1.15; 95% CI, 0.96–1.37) and CHD (HR, 1.33; 95% CI, 0.99–1.80) in participants with a pattern of midlife normotension and late-life hypertension with effective BP control. A higher risks of death and CHD were found in those with pattern of mid- to late-life hypertension with effective BP control (all-cause mortality: HR, 1.24; 95% CI, 1.08–1.43; CHD: HR, 1.65; 95% CI 1.30–2.09), pattern of midlife normotension and late-life hypertension with poor BP control (all-cause mortality: HR, 1.27; 95% CI, 1.12–1.44; CHD: HR, 1.53; 95% CI, 1.23–1.92), and pattern of mid- to late-life hypertension with poor BP control (all-cause mortality: HR, 1.49; 95% CI, 1.30–1.71; CHD: HR, 1.87; 95% CI, 1.48–2.37).Conclusions: The current findings underscore that the management of elderly hypertensive patients should not merely focus on the current BP status, but the middle-aged BP status. To achieve optimal reductions in the risk of CHD and death, it may be necessary to prevent, diagnose, and manage of hypertension throughout middle age.

scholarly journals Association of Hearing Loss With Total and Cause-specific Mortality in US Adults

2021 ◽  
Author(s):  
Xiaobing Feng ◽  
Wenzhen Li ◽  
Man Cheng ◽  
Weihong Qiu ◽  
Ruyi Liang ◽  
...  
Keyword(s):  
Hearing Loss ◽  
Heart Disease ◽  
Proportional Hazards ◽  
Total Mortality ◽  
Study Data ◽  
Cox Proportional Hazards ◽  
Risk Of Death ◽  
Disease Mortality ◽  
Hearing Thresholds ◽  
Specific Mortality

Abstract ObjectivesWe expected to explore the associations of hearing loss and hearing thresholds at different frequencies with total and cause-specific mortality.Methods11,732 individuals derived from the National Health and Nutrition Examination Survey (NHANES) 1999-2012 were included in this study. Data of death was extracted from the NHANES Public-Use Linked Mortality File through December 31, 2015. Cox proportional hazards models were used to explore the associations between hearing loss, hearing thresholds at different frequencies and total or cause-specific mortality. ResultsA total of 1,253 deaths occurred with a median follow-up of 12.15 years. A significant positive dose-response relationship between hearing loss in speech frequency and total mortality was observed, and the HRs and 95% CIs were 1.16 (0.91, 1.47), 1.54 (1.19, 2.00) and 1.85 (1.36, 2.50), respectively for mild, moderate and severe speech-frequency hearing loss (SFHL) with a P trend of 0.0003. In addition, moderate (HR: 1.90, 95%CI: 1.20-3.00) and greater (3.50, 1.38-8.86) SFHL significantly elevated risk of heart disease mortality. Moreover, hearing thresholds of >25 dB at 500, 1000, or 2000 Hz were significantly associated with elevated mortality from all causes (1.40, 1.17-1.68; 1.44, 1.20-1.73; and 1.33, 1.10-1.62, respectively) and heart disease (1.89, 1.08-3.34; 1.95, 1.21-3.16; and 1.89, 1.16-3.09, respectively). ConclusionHearing loss is associated with increased risks of total mortality and heart disease mortality, especially for hearing loss at speech frequency. Preventing or inhibiting the pathogenic factors of hearing loss is important for reducing the risk of death.

Outdoor light at night and risk of coronary heart disease among older adults: a prospective cohort study

2020 ◽  
Author(s):  
Shengzhi Sun ◽  
Wangnan Cao ◽  
Yang Ge ◽  
Jinjun Ran ◽  
Feng Sun ◽  
...  
Keyword(s):  
Risk Factors ◽  
Older Adults ◽  
Coronary Heart Disease ◽  
Heart Disease ◽  
Prospective Cohort ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Light At Night ◽  
Night Time ◽  
Cox Proportional Hazards Models

Abstract Aims We estimated the association between outdoor light at night at the residence and risk of coronary heart disease (CHD) within a prospective cohort of older adults in Hong Kong. Methods and results Over a median of 11 years of follow-up, we identified 3772 incident CHD hospitalizations and 1695 CHD deaths. Annual levels of outdoor light at night at participants’ residential addresses were estimated using time-varying satellite data for a composite of persistent night-time illumination at ∼1 km2 scale. We used Cox proportional hazards models to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) of the association between outdoor light at night at the residence and risk of CHD. The association between light at night and incident CHD hospitalization and mortality exhibited a monotonic exposure-response function. An interquartile range (IQR) (60.0 nW/cm2/sr) increase in outdoor light at night was associated with an HR of 1.11 (95% CI: 1.03, 1.18) for CHD hospitalizations and 1.10 (95% CI: 1.00, 1.22) for CHD deaths after adjusting for both individual and area-level risk factors. The association did not vary across strata of hypothesized risk factors. Conclusion Among older adults, outdoor light at night at the residence was associated with a higher risk of CHD hospitalizations and deaths. We caution against causal interpretation of these novel findings. Future studies with more detailed information on exposure, individual adaptive behaviours, and potential mediators are warranted to further examine the relationship between light at night and CHD risk.

scholarly journals Abdominal adipose tissue radiodensity is associated with survival after colorectal cancer

2021 ◽  
Author(s):  
Elizabeth M Cespedes Feliciano ◽  
Renate M Winkels ◽  
Jeffrey A Meyerhardt ◽  
Carla M Prado ◽  
Lydia A Afman ◽  
...  
Keyword(s):  
Colorectal Cancer ◽  
Adipose Tissue ◽  
Proportional Hazards ◽  
Total Mortality ◽  
Cox Proportional Hazards ◽  
Longitudinal Changes ◽  
Risk Of Death ◽  
Cox Proportional Hazards Models ◽  
Restricted Cubic Splines ◽  
Subcutaneous Adipose

ABSTRACT Background Adipose tissue radiodensity may have prognostic importance for colorectal cancer (CRC) survival. Lower radiodensity is indicative of larger adipocytes, while higher radiodensity may represent adipocyte atrophy, inflammation, or edema. Objectives We investigated associations of adipose tissue radiodensity and longitudinal changes in adipose tissue radiodensity with mortality among patients with nonmetastatic CRC. Methods In 3023 patients with stage I–III CRC, radiodensities of visceral adipose tissue (VAT) and subcutaneous adipose tissue (SAT) were quantified from diagnostic computed tomography (CT) images. There were 1775 patients with follow-up images available. Cox proportional hazards models and restricted cubic splines were used to examine associations of at-diagnosis values and of longitudinal changes in VAT and SAT radiodensities with risks of death after adjusting for potential confounders, including body size and comorbidities. Results VAT and SAT radiodensities were linearly associated with all-cause mortality: the HRs for death per SD increase were 1.21 (95% CI, 1.11–1.32) for VAT radiodensity and 1.18 (95% CI, 1.11–1.26) for SAT radiodensity. Changes in adipose tissue radiodensity had curvilinear associations with risks of death. The HR for an increase in VAT radiodensity of at least 1 SD was 1.53 (95% CI, 1.23–1.90), while the HR for a decrease of at least 1 SD was nonsignificant at 1.11 (95% CI, 0.84–1.47) compared with maintaining radiodensity within 1 SD of baseline. Similarly, increases (HR, 1.88; 95% CI, 1.48–2.40) but not decreases (HR, 1.20; 95% CI, 0.94–1.54) in SAT radiodensity significantly increased the risk of death compared with no change in radiodensity. Conclusions In patients with nonmetastatic CRC, adipose tissue radiodensity is a novel risk factor for total mortality that is independent of BMI and changes in body weight.

Abstract P323: Pulse Pressure and Incident Acute Coronary Heart Disease Events in the REasons for Geographic and Racial Differences in Stroke (REGARDS) Study

Circulation ◽  
2013 ◽  
Vol 127 (suppl_12) ◽  
Author(s):  
Stephen P Glasser ◽  
Daniel L Halberg ◽  
Charles Sands ◽  
Paul Muntner ◽  
Monika Safford
Keyword(s):  
Risk Factors ◽  
Coronary Heart Disease ◽  
Heart Disease ◽  
Racial Differences ◽  
Pulse Pressure ◽  
Proportional Hazards ◽  
Linear Trend ◽  
Cox Proportional Hazards ◽  
Cvd Risk

Background: Increased attention has been given to pulse pressure (PP) as a potential independent risk factor of cardiovascular disease. We examined the relationship between PP and incident acute coronary heart disease (CHD). Methods: We used data from the REasons for Geographic And Racial Differences in Stroke (REGARDS) national cohort study of 30,239 black and white participants aged 45 years or older and enrolled between 2003 and 2007. Baseline data included a 45-minute interview and in-home visit during which blood pressure was assessed and recorded as the average of two measurements obtained after a 5 minute seated rest. PP (SBP-DBP) was classified into 4 groups (<45, 45-54, 54.1-64, >64.1 mmHg). Telephone follow-up occurred every six months for self or proxy-reported suspected events, triggering medical record retrieval and adjudication by experts. Cox-proportional hazards models examined the association of incident CHD with PP groups, adjusting for socio-demographic and clinical risk factors. Results: This analysis included 22,909 participants free of CHD at baseline, with mean age 64.7±9.4 years; 40.4%were black, 44.6% were male and they experienced a total of 515 incident CHD events over a mean 3.4 yrs of follow-up (maximum 6 years). In unadjusted analyses, compared with PP<45 mmHg, each higher PP group had incrementally higher hazard ratios (HR) for incident CHD (HR 1.28 {95% CI 1.02-1.60}, 2.05 {1.63-2.56}, 3.82 {3.08-4.74}, p<0.001 for linear trend). This relationship persisted after fully adjusting including SBP for the highest PP group (HR 0.96 {0.75-1.21}, 1.12 {0.86-1.46}, 1.51 {1.09-2.10}, p trend <0.0001). Conclusions: High PP was associated with incident CHD, even when accounting for SBP and numerous other CVD risk factors.

Antiandrogen withdrawal (AAWD) in patients (pts) with prostate cancer (PCa): Retrospective analysis of data from the South Australian Prostate Cancer Clinical Outcome Collaborative (SA-PCCOC).

2015 ◽  
Vol 33 (7_suppl) ◽  
pp. 240-240
Author(s):  
Sina Vatandoust ◽  
Ganessan Kichenadasse ◽  
Michael E O'Callaghan ◽  
Tina Kopsaftis ◽  
Scott Walsh ◽  
...  
Keyword(s):  
Prostate Cancer ◽  
Overall Survival ◽  
Proportional Hazards ◽  
South Australia ◽  
Progression Free Survival ◽  
Cox Proportional Hazards ◽  
Risk Of Death ◽  
Cox Proportional Hazards Models ◽  
Australian State ◽  
Chi Squared

240 Background: In 15-30% of pts with metastatic PCa who progress on Maximal Androgen Blockade (MAB), withdrawal of the antiandrogen agent (AAWD) and continuing the LHRH agonist alone, leads to PSA decreases of ≥50% and prolonged progression free survival. Here we describe patient and disease characteristics, treatment history and outcomes of pts who have been managed with AAWD. Methods: Data were obtained from SA-PCCOC (a longitudinal, observational registry of biopsy-proven PCa cases, throughout the Australian state of South Australia since 1998). Proportions were compared using a Chi squared test. A multivariable model used competing risks (Fine and Gray) and Cox proportional Hazards models to assess overall survival and Prostate cancer specific mortality (PCSM). Survival was calculated from the date of rising PSA for patients on LHRH and AA. Results: 140 pts were found to have MAB. Of these, 31(22.1%) had AAWD. In the AAWD group, median age was 81y (51-95). Age at diagnosis, Gleason score at biopsy and diagnostic PSA were not significantly different amongst the two groups. Treatment PSA was significantly lower in the AAWD group (20.55 (range 0.6-9,995) vs 50.50 (range 0.95-4378) p= 0.02). There was a significant association of AAWD with PCSM (sHR 0.35, 95% CI 0.16-0.76; p = 0.008). Also significant in the model was prior time on hormones (sHR [per month increase] 0.96 95% CI 0.95-0.98, p<0.001). There was also a significant association of AAWD with overall survival (HR 0.22, 95% CI 0.10-0.46; p <0.001). Again, prior time on hormones was also significant (HR [per month increase] 0.96 95% CI 0.95-0.98, p<0.001). Multivariate analysis was performed on data from 80 pts (60 pts omitted due to missing data). Conclusions: Pts in whom AAWD was used were older and had lower treatment PSA. In this small cohort, AAWD was associated with both reduced PCSM and overall risk of death. The time spent on MAB also appeared to be significant. This retrospective observational study may be subject to confounding, however the observation warrants further investigation in larger cohorts and in a prospective setting.

The role of ALBI and IGF-CTP score in refining prognostication of HCC.

2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e16659-e16659
Author(s):  
Sunyoung S. Lee ◽  
Yehia I. Mohamed ◽  
Aliya Qayyum ◽  
Manal Hassan ◽  
Lianchun Xiao ◽  
...  
Keyword(s):  
Overall Survival ◽  
Proportional Hazards ◽  
Cox Proportional Hazards ◽  
Survival Prediction ◽  
Score System ◽  
Risk Of Death ◽  
U Statistics ◽  
Cox Proportional Hazards Models ◽  
Ctp Score

e16659 Background: Child-Turcotte-Pugh (CTP) score is widely used in the assessment of prognosis of HCC and CTP-A is the standard criterion for active therapy and clinical trials entry. Recently, ALBI and insulin-like growth factor-1 (IGF)-CTP scores have been reported to improve survival prediction over CTP score. However, comparative studies to compare both scores and to integrate IGF into Albi score are lacking. Methods: After institutional board approval, data and samples were prospectively collected. 299 HCC patients who had data to generate both IGF-CPG and Albi index were used. The ALBI index, and IGF score were calculated, Cox proportional hazards models were fitted to evaluation the association between overall survival (OS) and CTP, IGF-CTP, Albi and IGF, albumin, bilirubin. Harrell’s Concordance index (C-index) was calculated to evaluate the ability of the three score system to predict overall survival. And the U-statistics was used to compare the performance of prediction of OS between the score system. Results: OS association with CTP, IGF-CTP and Albi was performed (Table). IGF-CTP B was associated with a higher risk of death than A (HR = 1.6087, 95% CI: 1.2039, 2.1497, p = 0.0013), ALBI grade 2 was also associated with a higher risk of death than 1 (HR = 2.2817, 95% CI: 1.7255, 3.0172, p < 0.0001). IGF-1(analyzed as categorical variable) was independently associated with OS after adjusting for the effects of ALBI grade. Which showed IGF-1 ≤26 was significantly associated with poor OS, P = 0.001. Conclusions: Although ALBI grade and IGF-CTP score in this analysis had similar prognostic values in most cases, their benefits might be heterogenous in some specific conditions. We looked into corporation of IGF-1 into ALBI grade, IGF score with cutoff ≤26 which clearly refined OS prediction and better OS stratification of ALBI-grade.

Missing data in breast cancer: Relationship with survival in national databases.

2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e19114-e19114
Author(s):  
Jennifer Kay Plichta ◽  
Christel N. Rushing ◽  
Holly C. Lewis ◽  
Dan G. Blazer ◽  
Terry Hyslop ◽  
...  
Keyword(s):  
Breast Cancer ◽  
Missing Data ◽  
Proportional Hazards ◽  
Cancer Registries ◽  
Cox Proportional Hazards ◽  
Future Research ◽  
Risk Of Death ◽  
Cox Proportional Hazards Models ◽  
N Stage ◽  
National Databases

e19114 Background: National cancer registries are valuable tools used to analyze patterns of care and clinical oncology outcomes; yet, patients with missing data may impact the accuracy and generalizability of these data. We sought to evaluate the association between missing data and overall survival (OS). Methods: Using the NCDB and SEER, we compared data missingness among patients diagnosed with invasive breast cancer from 2010-2014. Key variables included: demographic variables (age, race, ethnicity, insurance, education, income), tumor variables (grade, ER, PR, HER2, TNM stage), and treatment variables (surgery in both databases; chemotherapy and radiation in NCDB). OS was compared between those with and without missing data via Cox proportional hazards models. Results: Overall, 775,996 patients in the NCDB and 263,016 in SEER were identified; missingness of at least 1 key variable was 29% and 13%, respectively. Of those, the majority were missing a tumor variable (NCDB 80%; SEER 88%), while demographic and treatment variables were missing less often. When compared to patients with complete data, missingness was associated with a greater risk of death; NCDB 17% vs. 14% (HR 1.23, 99% CI 1.21-1.25) and SEER 27% vs 14% (HR 2.11, 99% CI 2.05-2.18). Rate of death was similar whether the patient was missing 1 or ≥2 variables. When stratified by the type of missing variable, differences in OS between those with and without missing data in the NCDB were small. In SEER, reductions in OS were largest for those missing tumor variables (HR 2.26, 99% CI 2.19-2.33) or surgery data (HR 3.84, 99% CI 3.32-4.45). Among the tumor variables specifically, few clinically meaningful differences in OS were noted in the NCDB, while the most significant differences in SEER were noted in T and N stage (table). Conclusions: Missingness of select variables is associated with a worse OS and is not uncommon within large national cancer registries. Therefore, researchers must use caution when choosing inclusion/exclusion criteria for outcomes studies. Future research is needed to elucidate which patients are most often missing data and why OS differences are observed. [Table: see text]

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