Association Between Treatment Facility Volume and Mortality of Patients With Multiple Myeloma

2017 ◽  
Vol 35 (6) ◽  
pp. 598-604 ◽  
Author(s):  
Ronald S. Go ◽  
Adam C. Bartley ◽  
Cynthia S. Crowson ◽  
Nilay D. Shah ◽  
Elizabeth B. Habermann ◽  
...  

Purpose To determine the association between the number of patients with multiple myeloma (MM) treated annually at a treatment facility (volume) and all-cause mortality (outcome). Methods Using the National Cancer Database, we identified patients diagnosed with MM between 2003 and 2011. We classified the facilities by quartiles (Q; mean patients with MM treated per year): Q1: < 3.6; Q2: 3.6 to 6.1, Q3: 6.1 to 10.3, and Q4: > 10.3. We used random intercepts to account for clustering of patients within facilities and Cox regression to determine the volume-outcome relationship, adjusting for demographic (sex, age, race, ethnicity), socioeconomic (income, education, insurance type), geographic (area of residence, treatment facility location, travel distance), and comorbid (Charlson-Deyo score) factors and year of diagnosis. Results There were 94,722 patients with MM treated at 1,333 facilities. The median age at diagnosis was 67 years, and 54.7% were men. The median annual facility volume was 6.1 patients per year (range, 0.2 to 109.9). The distribution of patients according to facility volume was: Q1: 5.2%, Q2: 12.6%, Q3: 21.9%, and Q4: 60.3%. The unadjusted median overall survival by facility volume was: Q1: 26.9 months, Q2: 29.1 months, Q3: 31.9 months, and Q4: 49.1 months ( P < .001). Multivariable analysis showed that facility volume was independently associated with all-cause mortality. Compared with patients treated at Q4 facilities, patients treated at lower-quartile facilities had a higher risk of death (Q3 hazard ratio [HR], 1.12 [95% CI, 1.08 to 1.16]; Q2 HR, 1.17 [95% CI, 1.12 to 1.21]; Q1 HR, 1.22 [95% CI, 1.17 to 1.28]). Conclusion Patients who were treated for MM at higher-volume facilities had a lower risk of mortality compared with those who were treated at lower-volume facilities.

2016 ◽  
Vol 34 (7_suppl) ◽  
pp. 284-284
Author(s):  
Ronald S. Go ◽  
Adam C Bartley ◽  
Cynthia S Crowson ◽  
Nilay D. Shah ◽  
Elizabeth B. Habermann ◽  
...  

284 Background: MM is an uncommon cancer with annual incidence of only 27,000 cases in the US. Our study determined the extent to which the number of MM patients treated annually in a treatment facility affected all-cause mortality. Methods: We used the National Cancer Data Base (NCDB) to identify adult patients with MM diagnosed from 2003-2011. NCDB is sourced from over 1,500 Commission on Cancer-accredited cancer registries representing 70% of cancer cases in the US. We classified treatment facilities by quartiles based on facility volume (mean patients/year): Quartile 1 (Q1: < 3.6), Quartile 2 (Q2: 3.6-6.1), Quartile 3 (Q3: 6.1-10.3) and Quartile 4 (Q4: > 10.3). We used hot deck imputation to account for missing data, Cox regression to analyze the association between facility volume and time-to-death, and random intercepts to adjust for multiple patients per facility. Results: There were 94,722 MM patients cared for at 1,333 facilities. Most patients (73.5%) were diagnosed and treated in the same facility. The median age at diagnosis was 67 years and 54.7% were males. The median annual facility volume was 6.1 patients/year (IQR: 3.6-10.3; range: 0.2-109.9). The distribution of patients according to facility volume was Q1 (5.2%), Q2 (12.6%), Q3 (21.9%) and Q4 (60.3%). The unadjusted median overall survival by facility volume was: Q1: 26.9 months, Q2: 29.1 months, Q3: 31.9 months and Q4: 49.1 months. After multivariable analysis adjusting for demographic (sex, age, race, ethnicity), socioeconomic (income, education, insurance type), geographic (area of residence, treatment facility location), co-morbidity (Charlson-Deyo score), and disease-specific (year of diagnosis) factors, we show that facility volume remains an independent predictor of all-cause mortality. Compared to patients treated at Q4 facilities, patients treated at lower quartile facilities had a higher risk of death (Q3 HR: 1.16 [95% CI, 1.12-1.20]; Q2: 1.21 [1.17-1.26]; Q1: 1.27 [1.22-1.34]). We observed an inverse volume-outcome relationship up to an annual facility volume of approximately 60 patients. Conclusions: MM patients treated at higher volume facilities had lower risk of mortality compared to those treated at lower volume facilities.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 3306-3306
Author(s):  
Yi L. Hwa ◽  
Qian Shi ◽  
Shaji Kumar ◽  
Martha Q. Lacy ◽  
Morie A. Gertz ◽  
...  

Abstract Introduction: A recent study revealed an antiproliferative and apoptotic effect of propranolol on multiple myeloma (MM) cells. Our previous small matched case-control study showed longer survival in patients with propranolol and other beta-blockers (BB) intake than those without. This larger scale study was conducted to confirm the positive association of BB and MM survival. Methods: We identified 1971 newly diagnosed pts seen at Mayo Clinic between 1995 and 2010. Cardiac medication usage after diagnosis of MM was extracted from patient records and categorized based on BB intake. Cause of death was collected with death due to MM as the primary interest event and death due to cardiac disease or other reasons as competing risk events. The primary outcomes were MM disease-specific survival (DSS) and overall survival (OS). Cumulative incidence functions and Kaplan-Meier method were used to estimate the 5-year cumulative incidence rate (CIR) of MM death and OS rate, respectively. DSS and OS were compared by Gray's test and log-rank test, respectively. Multivarable Cox proportional hazard models were used to estimate the adjusted cause-specific HR (HRCSadj.) and hazard ratio (HRadj.) for DSS and OS, respectively, adjusting for demographics, disease characteristics, diagnosis year, and various chemotherapies. Results: 930 (47.2%) of MM patients had no intake of any cardiac medications; 260 (13.2%) had BB only; 343 (17.4%) used both BB / non-BB cardiac medications; and 438 patients (22.2%) had non-BB cardiac drugs. Five-year CIR of MM death and OS rate were shown in table. Superior MM DSS was observed for BB only users, compared to patients without any cardiac drugs (HRCSadj., .53, 95% confidence interval [CI], .42-.67, padj.<.0001) and non-BB cardiac drugs users (HRCSadj., .49, 95% CI, .38-.63, padj.<.0001). Patients received both BB and other cardiac drugs also showed superior MM DSS than non-cardiac drugs users (HRCSadj.., .54, 95% CI, .44-.67, padj.<.0001) and non-BB cardiac drug users. (HRCSadj., .50, 95% CI, .40-.62, padj.<.0001). MM DSS does not differ between BB users with and without other cardiac drugs (padj.=0.90). Multivariable analysis showed the same pattern for OS. None of the MM therapies impacted the differences in DSS and OS among BB intake groups (interaction padj.>.60). Conclusion: MM patients with BB intake showed reduced risk of death due to MM and overall mortality compared to patients who used non-BB cardiac or never used cardiac drugs. The result warrants further investigation for anti-cancer effect of BB in MM. Disclosures Shi: Mayo Clinic: Employment. Kumar:Onyx: Consultancy, Research Funding; Celgene: Consultancy, Research Funding; Array BioPharma: Consultancy, Research Funding; Sanofi: Consultancy, Research Funding; Skyline: Honoraria, Membership on an entity's Board of Directors or advisory committees; AbbVie: Research Funding; Glycomimetics: Consultancy; Janssen: Consultancy, Research Funding; Noxxon Pharma: Consultancy, Research Funding; Millennium: Consultancy, Research Funding; BMS: Consultancy; Kesios: Consultancy. Gertz:NCI Frederick: Honoraria; Celgene: Honoraria; Med Learning Group: Honoraria, Speakers Bureau; Research to Practice: Honoraria, Speakers Bureau; Alnylam Pharmaceuticals: Research Funding; Novartis: Research Funding; Prothena Therapeutics: Research Funding; Ionis: Research Funding; Annexon Biosciences: Research Funding; GSK: Honoraria; Sandoz Inc: Honoraria. Kapoor:Celgene: Research Funding; Amgen: Research Funding; Takeda: Research Funding. Dispenzieri:pfizer: Research Funding; Celgene: Research Funding; Alnylam: Research Funding; Jannsen: Research Funding; GSK: Membership on an entity's Board of Directors or advisory committees; Prothena: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees, Research Funding.


2004 ◽  
Vol 7 (4) ◽  
pp. 557-562 ◽  
Author(s):  
Melvyn Hillsdon ◽  
Margaret Thorogood ◽  
Mike Murphy ◽  
Lesley Jones

AbstractBackground:As epidemiological studies have become more complex, demands for short, easily administered measures of risk factors have increased. This study investigates whether such a measure of physical activity is associated with the risk of death from all causes and death from specific causes.Methods:A prospective follow-up study of 11 090 men and women, aged 35–64 years, recruited from five UK general practices who responded to a postal questionnaire in 1989. Self-reported frequency of vigorous-intensity physical activity and data on confounding factors were collected at baseline survey. Death notifications up to 31 December 2001 were provided by the Office for National Statistics. The relative risk (and 95% confidence interval) of dying associated with each level of exposure to physical activity was estimated by the hazard ratio in a series of Cox regression models.Results:After > 10 years' follow-up there were 825 deaths among the 10 522 subjects with no previous history of angina or myocardial infarction. Participation in vigorous exercise was associated with a significantly lower risk of all-cause mortality. Similar associations were found for ischaemic heart disease and cancer mortality, although the relationships were not significant at the 5% level.Conclusions:Simple measures of self-reported vigorous physical activity are associated with the risk of future mortality, at least all-cause mortality in a somewhat selected group. Interpretation of the finding should be treated with caution due to the reliance on self-report and the possibility that residual confounding may underlie the associations. Because moderate-intensity physical activity is also beneficial to health, short physical activity questionnaires should include measures of such physical activity in the future.


2020 ◽  
Author(s):  
Vignesh Chidambaram ◽  
Akshay Gupte ◽  
Jann-Yuan Wang ◽  
Jonathan Golub ◽  
Petros Karakousis

Background: Hypertension induces systemic inflammation, but its impact on the outcome of infectious diseases like tuberculosis (TB) is unknown. Calcium channel blockers (CCB) improve TB treatment outcomes in pre-clinical models, but their effect in patients with TB remain unclear. Methods: This retrospective cohort study, including all patients > 18 years receiving treatment for culture-confirmed, drug-sensitive TB from 2000 to 2016 at the National Taiwan University Hospital, assessed the association of hypertension and CCB use with all-cause and infection-related mortality during the first 9 months of TB treatment, as well as sputum-smear microscopy and sputum-culture positivity at 2 and 6 months. Results: 1052 of the 2894 patients (36.4%) had hypertension. Multivariable analysis revealed that hypertension was associated with increased mortality due to all causes (HR 1.57, 95% confidence interval[CI], 1.23-1.99) and infections (HR 1.87, 95%CI, 1.34-2.6), but there was no statistical difference in microbiological outcomes when stratified based on hypertensive group. Dihydropyridine-CCB (DHP-CCB) use was associated with reduced all-cause mortality (HR 0.67, 95%CI: 0.45-0.98) only by univariate Cox regression. There was no association between DHP-CCB use and infection-related mortality (HR 0.78, 95%CI: 0.46-1.34) or microbiological outcomes in univariate or multivariate regression analyses. Conclusions: Patients with hypertension have increased all-cause mortality and infection-related mortality during the 9 months following TB treatment initiation. DHP-CCB use may lower all-cause mortality in TB patients with hypertension. The presence of hypertension or the use of CCB did not result in a significant change in microbiological outcomes. Keywords: Tuberculosis, hypertension, calcium channel blockers, mortality, treatment outcomes


2019 ◽  
Vol 21 (Supplement_6) ◽  
pp. vi114-vi114
Author(s):  
Josiah An ◽  
Adithya Chennamadhavuni ◽  
Sarah Mott ◽  
Rohan Garje

Abstract BACKGROUND Glioblastoma is one of the most aggressive and commonly encountered brain tumors. Standard of care includes surgical resection with adjuvant or concurrent chemoradiation which is predominantly based on adult clinical trials. Our study objective was to assess whether survival differed in AYA compared to older adults. METHODS The National Cancer Database was used to identify patients with at least surgically resected glioblastoma from 2004 to 2016. Cox regression models were utilized to estimate the effect of treatment on overall survival (OS) while accounting for immortal time bias (3-months) and clustering within facility. RESULTS Among 51,718 patients with glioblastoma identified, 2,930 patients were AYA. Multivariable analysis (MVA) shows OS was significantly higher in AYA, female, non-white, high income, unilateral cancer patients with private insurance receiving treatments in high volume facilities. OS among AYA patients was significantly lower in surgery + (radiation or chemotherapy: S+(RT or CT) group compared to surgery only (S) (HR=1.33, 95% CI 1.06–1.65), but no significant survival difference between surgery + chemoradiation (S+C+RT) groups and surgery only (HR=0.97, 95% CI 0.83–1.14). Median survival is ~28 months in AYA among S and S+C+RT groups whereas significantly lower survival (median OS ~18 months) is seen in S+RT or CT. Non-AYA patients were at 2 times increased risk of death compared to AYA patients who received the same type of treatment. CONCLUSIONS In conclusion, AYA population has more than twice the median OS in comparison to non-AYA patients. Worse overall survival was seen among S+RT or CT in comparison to S and S+RT+CT in AYA group. For patients needing either chemotherapy or radiation with surgery, possibly a trimodal approach might provide better survival advantage. Prospective studies are needed to further explore optimal treatment modalities in this unique population.


2020 ◽  
Vol 9 (24) ◽  
Author(s):  
Maria Lukács Krogager ◽  
Peter Søgaard ◽  
Christian Torp‐Pedersen ◽  
Henrik Bøggild ◽  
Gunnar Gislason ◽  
...  

Background Hyperkalemia can be harmful, but the effect of correcting hyperkalemia is sparsely studied. We used nationwide data to examine hyperkalemia follow‐up in patients with hypertension. Methods and Results We identified 7620 patients with hypertension, who had the first plasma potassium measurement ≥4.7 mmol/L (hyperkalemia) within 100 days of combination antihypertensive therapy initiation. A second potassium was measured 6 to 100 days after the episode of hyperkalemia. All‐cause mortality within 90 days of the second potassium measurement was assessed using Cox regression. Mortality was examined for 8 predefined potassium intervals derived from the second measurement: 2.2 to 2.9 mmol/L (n=37), 3.0 to 3.4 mmol/L (n=184), 3.5 to 3.7 mmol/L (n=325), 3.8 to 4.0 mmol/L (n=791), 4.1 to 4.6 mmol/L (n=3533, reference), 4.7 to 5.0 mmol/L (n=1786), 5.1 to 5.5 mmol/L (n=720), and 5.6 to 7.8 mmol/L (n=244). Ninety‐day mortality in the 8 strata was 37.8%, 21.2%, 14.5%, 9.6%, 6.3%, 6.2%, 10.0%, and 16.4%, respectively. The multivariable analysis showed that patients with concentrations >5.5 mmol/L after an episode of hyperkalemia had increased mortality risk compared with the reference (hazard ratio [HR], 2.27; 95% CI, 1.60–3.20; P <0.001). Potassium intervals 3.5 to 3.7 mmol/L and 3.8 to 4.0 mmol/L were also associated with increased risk of death (HR, 1.71; 95% CI, 1.23–2.37; P <0.001; HR, 1.36; 95% CI, 1.04–1.76; P <0.001, respectively) compared with the reference group. We observed a trend toward increased risk of death within the interval 5.1 to 5.5 mmol/L (HR, 1.29; 95% CI, 0.98–1.69). Potassium concentrations <4.1 mmol/L and >5.0 mmol/L were associated with increased risk of cardiovascular death. Conclusions Overcorrection of hyperkalemia to levels <4.1 mmol/L was frequent and associated with increased all‐cause and cardiovascular mortality. Potassium concentrations >5.5 mmol/L were also associated with an increased all‐cause and cardiovascular mortality.


2017 ◽  
Vol 35 (4_suppl) ◽  
pp. 107-107
Author(s):  
Brandon George Smaglo ◽  
Yvonne Sada ◽  
Hop Sanderson Tran Cao ◽  
Mehmet Akce ◽  
Henry Mok ◽  
...  

107 Background: Recent data from the MAGIC trial show that pathologically positive lymph nodes (ypN+) despite neoadjuvant (NA) chemotherapy are associated with poorer survival. Although the use of NA therapy has increased, pathologic disease response to multimodality therapy (MMT) and its impact on outcome have not been well-defined. Methods: This retrospective cohort study of the National Cancer Database included patients with cN+ gastric cancer who underwent NA therapy followed by surgical resection between 2006 and 2012. Patients were categorized by NA treatment (chemotherapy or concurrent chemoradiation). Pre-treatment clinical (cN) and pathologic nodal staging (ypN) were used to determine downstaging rates from cN+ to ypN0. The association between overall risk of death and NA treatment, nodal response, and the use of adjuvant therapy was evaluated with multivariable Cox regression. Results: Among 1,489 patients with cN+ gastric cancer receiving NA therapy, 45.5% were treated with chemotherapy and 54.5% with chemoradiation. Rates of nodal downstaging were 29.9% for chemotherapy and 45.4% for chemoradiation. On multivariable analysis, treatment sequence and type were not associated with risk of death. Median survival was significantly lower in patients with ypN+ compared to those with ypN0 disease (27.7 vs 79.7 months; log-rank, p < 0.001).Among patients with ypN+ disease (n = 918), median survival was greater if adjuvant therapy was received (32.6 months vs. 25.3 months, log-rank, p < 0.001); adjuvant therapy was associated with a 19% decreased risk of death (Hazard Ratio [HR] 0.81; 95% CI 0.66-0.99), with further reduction among those who underwent a margin negative resection (HR 0.73; 95% CI 0.58-0.92). In patients with ypN0, adjuvant therapy was not associated with a lower risk of death. Conclusions: Over one third of node-positive gastric cancers demonstrated pathologic nodal downstaging with NA treatment, with chemoradiation yielding a higher response than chemotherapy. Patients with ypN+ had worse survival, and appeared to benefit from adjuvant therapy. Future gastric cancer trials should better define the role for NA chemoradiation and help individualize the use of adjuvant therapy based on nodal response.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. e16146-e16146
Author(s):  
Sandi Pruitt ◽  
David E. Gerber ◽  
Hong Zhu ◽  
Daniel Heitjan ◽  
Bhumika Maddineni ◽  
...  

e16146 Background: A growing number of patients with colorectal cancer (CRC) have survived a previous cancer. Although little is known about their prognosis, this population is frequently excluded from clinical trials. We examined the impact of previous cancer on overall and cancer-specific survival in a population-based cohort of patients diagnosed with incident CRC. Methods: We identified patients aged ≥66 years and diagnosed with CRC between 2005-2015 in linked SEER-Medicare data. For patients with and without previous cancer, we estimated overall survival using Cox regression and cause-specific survival using competing risk regression, separately by CRC stage, while adjusting for numerous covariates and competing risk of death from previous cancer, other causes, or the incident CRC. Results: Of 112,769 CRC patients diagnosed with incident CRC, 15,935 (14.1%) had a previous cancer – most commonly prostate (32.9%) or breast (19.4%) cancer, with many 7505 (47.1%) diagnosed ≤5 years of CRC. For all CRC stages except IV in which there was no significant difference in survival, patients with previous cancer had modestly worse overall survival (hazard ratios from fully adjusted models range from 1.11-1.28 across stages; see Table). This survival disadvantage was driven by deaths due to previous cancer and other causes. Notably, most patients with previous cancer had improved CRC-specific survival. Conclusions: CRC patients who have survived a previous cancer have generally worse overall survival but superior CRC-specific survival. This evidence should be considered concurrently with concerns about trial generalizability, low accrual, and heterogeneity of participants when determining exclusion criteria. [Table: see text]


2020 ◽  
Vol 38 (4_suppl) ◽  
pp. 35-35
Author(s):  
Thejus Thayyil Jayakrishnan ◽  
Stephen Abel ◽  
Ari Reichstein ◽  
Richard Fortunato ◽  
Stanislav Nosik ◽  
...  

35 Background: Local excision (LE) alone is a standard treatment option for appropriately selected early stage rectal adenocarcinoma patients. Guidelines for this therapeutic approach are based upon retrospective single institution data, some of which dates back 30 years. We thus sought to use the National Cancer Database (NCDB) to examine outcomes in a large cohort of patients with early stage rectal adenocarcinoma treated with LE and to identify/confirm predictors of outcome. Methods: We queried the NCDB for patients with pT1N0M0 rectal adenocarcinoma treated with local excision alone. Baseline characteristics were tabulated and included lymphovascular invasion (LVI), perineural invasion (PNI), grade, and size all of which have been recorded in the NCDB since 2010. Multivariable Cox regression was used to identify predictors of overall survival. Kaplan Meier curves were generated to compare survival based upon significant factors found on multivariable analysis. Results: Using the above criteria, we identified 887 patients eligible for analysis across 2010-2014. The median age was 67 and 57% of patients were male. The median tumor size was 1.5 cm (IQ range: 0.9-2.5 cm). A minority of patients had grade 3 tumors (5%), LVI (8%), or PNI ( < 1%). Median follow up was 36 months (1-83). On multivariable Cox regression, predictors of worse survival included: size > 4 cm, age > 67, higher comorbidity score, and presence of LVI. On Kaplan Meier analysis, 5 year OS was 75% vs. 74% for patients without and with LVI, respectively (p = 0.0115). In terms of size, the 5 year OS was 74% vs. 51%for size < 4cm and size > 4cm (p = 0.0138). Conclusions: Our large contemporary series demonstrates excellent survival outcomes in patients with early stage rectal adenocarcinoma treated with LE alone. LVI remains a predictor of outcome, while grade and perineural invasion were not significant in this analysis. This finding is likely due to a small number of patients with those characteristics.


Circulation ◽  
2014 ◽  
Vol 129 (suppl_1) ◽  
Author(s):  
Luc Djousse ◽  
Andrew Petrone ◽  
John Gaziano

Background: Previous studies have suggested that nut consumption, a good source of unsaturated fatty acids, magnesium, potassium, fiber, antioxidants, and vitamins is associated with a lower risk of coronary heart disease, type 2 diabetes, and sudden cardiac death. However, limited data are available on the association between nut intake and all-cause mortality. Objective: To test the hypothesis that nut consumption is inversely associated with the risk of all-cause mortality. Methods: A prospective cohort study of 20,742 male physicians from the Physicians’ Health Study. Nut intake was assessed between 1999 and 2002 using a food frequency questionnaire and deaths were ascertained by an endpoint committee. We used Cox regression to estimate multivariable adjusted relative risk of death according to nut consumption. In secondary analyses, we evaluated associations of nut consumption with cause-specific mortality (coronary heart disease, stroke, and cancer deaths). Results: During a median follow-up of 9.5 years, there were 2,732 deaths. The mean age at baseline was 66.6 ± 9.3 years. Median intake of nuts was 1 time per week. Multivariable adjusted hazard ratios (95% CI) were: 1.0 (ref), 0.91 (0.83-1.00), 0.85 (0.76-0.95), 0.86 (0.75-0.98), and 0.74 (0.63-0.87) for nut consumption of never, 1-3/month, 1/week, 2-4/week, and 5+/week, respectively (p for linear trend <0.0001), after adjustment for age, body mass index, alcohol use, smoking, exercise, energy intake, saturated fat, fruit and vegetables, red meat intake, and prevalent diabetes and hypertension. In a secondary analysis, nut intake was inversely related to CVD death; however, only a suggestive and non-statistically significant relation was seen for cancer mortality (Table). Conclusions: Our data are consistent with an inverse association between nut consumption and risk of all-cause mortality in US male physicians.


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