Risk of Adverse Financial Events in Patients With Cancer: Evidence From a Novel Linkage Between Cancer Registry and Credit Records

Author(s):  
Veena Shankaran ◽  
Li Li ◽  
Catherine Fedorenko ◽  
Hayley Sanchez ◽  
Yuxian Du ◽  
...  

PURPOSE Although financial toxicity is a growing cancer survivorship issue, no studies have used credit data to estimate the relative risk of financial hardship in patients with cancer versus individuals without cancer. We conducted a population-based retrospective matched cohort study using credit reports to investigate the impact of a cancer diagnosis on the risk of adverse financial events (AFEs). METHODS Western Washington SEER cancer registry (cases) and voter registry (controls) records from 2013 to 2018 were linked to quarterly credit records from TransUnion. Controls were age-, sex-, and zip code–matched to cancer cases and assigned an index date corresponding to the case's diagnosis date. Cases and controls experiencing past-due credit card payments and any of the following AFEs at 24 months from diagnosis or index were compared, using two-sample z tests: third-party collections, charge-offs, tax liens, delinquent mortgage payments, foreclosures, and repossessions. Multivariate logistic regression models were used to evaluate the association of cancer diagnosis with AFEs and past-due credit payments. RESULTS A total of 190,722 individuals (63,574 cases and 127,148 controls, mean age 66 years) were included. AFEs (4.3% v 2.4%, P < .0001) and past-due credit payments (2.6% v 1.9%, P < .0001) were more common in cases than in controls. After adjusting for age, sex, average baseline credit line, area deprivation index, and index/diagnosis year, patients with cancer had a higher risk of AFEs (odds ratio 1.71; 95% CI, 1.61 to 1.81; P < .0001) and past-due credit payments (odds ratio 1.28; 95% CI, 1.19 to 1.37; P < .0001) than controls. CONCLUSION Patients with cancer were at significantly increased risk of experiencing AFEs and past-due credit card payments relative to controls. Studies are needed to investigate the impact of these events on treatment decisions, quality of life, and clinical outcomes.

2021 ◽  
Vol 39 (15_suppl) ◽  
pp. 6581-6581
Author(s):  
Alexander Qian ◽  
Edmund Qiao ◽  
Vinit Nalawade ◽  
Nikhil V. Kotha ◽  
Rohith S. Voora ◽  
...  

6581 Background: Hospital readmission are associated with unfavorable patient outcomes and increased costs to the healthcare system. Devising interventions to reduce risks of readmission requires understanding patients at highest risk. Cancer patients represent a unique population with distinct risk factors. The purpose of this study was to define the impact of a cancer diagnosis on the risks of unplanned 30-day readmissions. Methods: We identified non-procedural hospital admissions between January through November 2017 from the National Readmission Database (NRD). We included patients with and without a cancer diagnosis who were admitted for non-procedural causes. We evaluated the impact of cancer on the risk of 30-day unplanned readmissions using multivariable mixed-effects logistic regression models. Results: Out of 18,996,625 weighted admissions, 1,685,099 (8.9%) had record of a cancer diagnosis. A cancer diagnosis was associated with an increased risk of readmission compared to non-cancer patients (23.5% vs. 13.6%, p < 0.001). However, among readmissions, cancer patients were less likely to have a preventable readmission (6.5% vs. 12.1%, p < 0.001). When considering the 10 most common causes of initial hospitalization, cancer was associated with an increased risk of readmission for each of these 10 causes (OR range 1.1-2.7, all p < 0.05) compared to non-cancer patients admitted for the same causes. Compared to patients aged 45-64, a younger age was associated with increased risk for cancer patients (OR 1.29, 95%CI [1.24-1.34]) but decreased risk for non-cancer patients (OR 0.65, 95%CI [0.64-0.66]). Among cancer patients, cancer site was the most robust individual predictor for readmission with liver (OR 1.47, 95%CI [1.39-1.55]), pancreas (OR 1.36, 95%CI [1.29-1.44]), and non-Hodgkin’s lymphoma (OR 1.35, 95%CI [1.29-1.42]) having the highest risk compared to the reference group of prostate cancer patients. Conclusions: Cancer patients have a higher risk of 30-day readmission, with increased risks among younger cancer patients, and with individual risks varying by cancer type. Future risk stratification approaches should consider cancer patients as an independent group with unique risks of readmission.


Blood ◽  
2020 ◽  
Author(s):  
Louisa Goumidi ◽  
Florian Thibord ◽  
Kerri L. Wiggins ◽  
Ruifang Li-Gao ◽  
Michael R Brown ◽  
...  

Genetic risk score (GRS) analysis is an increasingly popular approach to derive individual risk prediction models for complex diseases. In the context of venous thrombosis (VT), any GRS shall integrate information at the ABO blood group locus, the latter being one of the major susceptibility locus for this disease. However, there is yet no consensus about which single nucleotide polymorphisms (SNPs) must be investigated when one is interested in properly assessing the association of ABO locus with VT risk. Using comprehensive haplotype analyses of ABO blood group tagging SNPs in up to 5,425 cases and 8,445 controls from 6 studies, we demonstrated that using only rs8176719 (tagging O1) to correctly assess the impact of ABO locus on VT risk is suboptimal as 5% of rs8176719-delG carriers are not exposed at higher VT risk. Instead, we recommend to use 4 SNPs, rs2519093 (tagging A1), rs1053878 (A2), rs8176743 (B) and rs41302905 (O2) in any analysis aimed at assessing the impact of ABO locus on VT risk to avoid any risk misestimation. Compared to O1 haplotype that can be inferred from these 4 SNPs, the A2 haplotype is associated with a modest increase in VT risk (odds ratio ~1.2), A1 and B haplotypes are associated with a ~1.8 fold increased risk while O2 tend to be slightly protective (odds ratio ~0.80). In addition, our analyses clearly showed that while the A1 an B blood group are associated with increased vWF and FVIII plasma levels only the A1 blood group is associated wih ICAM plasma levels but in an opposite direction, leaving additional avenues to be explored in order to fully understand the whole spectrum of biological effect of ABO locus on cardiovascular traits.


2004 ◽  
Vol 19 (2) ◽  
pp. 55-61
Author(s):  
K Engquist ◽  
P Ørbaek ◽  
K Jakobsson

We studied the prevalence of musculoskeletal pain and its impact on performance in orchestra musicians and in a reference group of actors, who share the mental stress in a performance situation, but without having the physical work load from an instrument. Swedish musicians (n = 103) from symphony and chamber orchestras and actors (n = 106) participated in a cross-sectional questionnaire study. Musculoskeletal pain was assessed by a further developed Standardized Nordic Questionnaire. The impact of pain on performance (pain affecting playing capacity, decreased playing time, and change of technique) and trouble-related sick leave also was assessed. Pain intensity was assessed by visual analogue scales. Musculoskeletal pain in the neck and shoulders was the most frequently reported problem, with similar prevalence among musicians and actors, around 25% for present pain and 20% for chronic pain (1-year prevalence). Around 10% of the musicians and 5% of the actors reported pain in the hands. Oral pain was reported by 12% of the musicians and 18% of the actors. The number of affected body regions and the intensity of pain were similar in the study groups. The musicians had an increased risk for pain affecting playing capacity. For the neck, the prevalence odds ratio (POR) was 3.0 (95%CI 1.2-7.2; adjusted for age and gender). String instrumentalists had higher risk estimates than nonstring instrumentalists. A gender difference was not observed. Pain in the oral region affecting playing capacity was less common in musicians, with a prevalence odds ratio of 0.4 (95%CI 0.1-0.8). Even though the prevalence of musculoskeletal pain was similar in the two groups of performing artists, the consequences for the work situation were more serious among musicians.


2019 ◽  
pp. bmjspcare-2019-001880 ◽  
Author(s):  
Maiken Bang Hansen ◽  
Lone Ross ◽  
Morten Aagaard Petersen ◽  
Mogens Groenvold

BackgroundPatients referred to specialised palliative care are troubled by symptoms/problems, but more knowledge is needed on the level and frequency of symptoms/problems. It is also uncertain how gender, age and cancer diagnosis, respectively, are associated with symptoms/problems.AimsTo describe symptoms/problems in patients with cancer at the start of specialised palliative care, and to study how age, gender and cancer diagnosis were associated with symptoms/problems.DesignA register-based study including data from the Danish Palliative Care Database.Setting/ParticipantsPatients with cancer who reported their symptoms/problems using the European Organisation for Research and Treatment of Cancer Quality of Life Questionaire-Core-15-Palliative Care (EORTC QLQ-C15-PAL) at the start of specialised palliative care were included. Ordinal logistic regression was performed to test if gender, age and cancer diagnosis were associated with each symptom/problem.Results31 771 patients with cancer were included in the study. The most prevalent and severe symptoms/problems were pain, appetite loss, fatigue, poor physical function and poor quality of life. Gender, age and cancer diagnosis were significantly associated with most symptoms/problems. The strongest associations between symptoms/problems and gender and age, respectively, were increased risk of nausea in women, as well as increased risk of poor physical function and reduced risk of sleeplessness and pain with increasing age. Patients with brain/central nervous system cancer had the lowest risk of symptoms but the highest risk of poor physical function.ConclusionAt the start of specialised palliative care, patients with cancer experience severe levels of symptoms, poor physical function and poor quality of life. Age, gender and diagnosis were significantly associated with most symptoms/problems, but the strength and direction of the associations differed across symptoms/problems.


Critical Care ◽  
2019 ◽  
Vol 23 (1) ◽  
Author(s):  
François Dépret ◽  
Clément Hoffmann ◽  
Laura Daoud ◽  
Camille Thieffry ◽  
Laure Monplaisir ◽  
...  

Abstract Background The use of hydroxocobalamin has long been advocated for treating suspected cyanide poisoning after smoke inhalation. Intravenous hydroxocobalamin has however been shown to cause oxalate nephropathy in a single-center study. The impact of hydroxocobalamin on the risk of acute kidney injury (AKI) and survival after smoke inhalation in a multicenter setting remains unexplored. Methods We conducted a multicenter retrospective study in 21 intensive care units (ICUs) in France. We included patients admitted to an ICU for smoke inhalation between January 2011 and December 2017. We excluded patients discharged at home alive within 24 h of admission. We assessed the risk of AKI (primary endpoint), severe AKI, major adverse kidney (MAKE) events, and survival (secondary endpoints) after administration of hydroxocobalamin using logistic regression models. Results Among 854 patients screened, 739 patients were included. Three hundred six and 386 (55.2%) patients received hydroxocobalamin. Mortality in ICU was 32.9% (n = 243). Two hundred eighty-eight (39%) patients developed AKI, including 186 (25.2%) who developed severe AKI during the first week. Patients who received hydroxocobalamin were more severe and had higher mortality (38.1% vs 27.2%, p = 0.0022). The adjusted odds ratio (95% confidence interval) of AKI after intravenous hydroxocobalamin was 1.597 (1.055, 2.419) and 1.772 (1.137, 2.762) for severe AKI; intravenous hydroxocobalamin was not associated with survival or MAKE with an adjusted odds ratio (95% confidence interval) of 1.114 (0.691, 1.797) and 0.784 (0.456, 1.349) respectively. Conclusion Hydroxocobalamin was associated with an increased risk of AKI and severe AKI but was not associated with survival after smoke inhalation. Trial registration ClinicalTrials.gov, NCT03558646


2016 ◽  
Vol 34 (7_suppl) ◽  
pp. 291-291 ◽  
Author(s):  
Kelly Kenzik ◽  
Joshua Richman ◽  
Erin E. Kent ◽  
Maria Pisu ◽  
Smita Bhatia

291 Background: While multimorbidity clustering is a significant problem in older adults, the impact of clusters present prior to cancer on post-diagnosis survival and function is unknown. We used SEER-Medicare Health Outcomes Survey data for 4583 cancer patients to address this research gap. Methods: Patients with prostate (1741), breast (BC: 1345), colorectal (CRC: 904) and lung (593) cancer with pre- and post-diagnosis survey data were included. Surveys assessed comorbidity and activities of daily living (ADLs). Previously defined multimorbidity clusters were cardiovascular disease (CVD), skeletal, metabolic, pulmonary + major depressive disorder (MDD), and gastrointestinal (GI) + MDD. Cox regression models estimated hazard ratios (HR) for death after cancer diagnosis. Among those without pre-cancer ADL impairment, modified Poisson regression models estimated relative risk (RR) for developing post-cancer functional impairment (ADL ≤ 4). Models controlled for age, race, education, poverty level, stage, and treatment (radiation, surgery). Results: Median age at cancer diagnosis was 74y (65-103). Post-diagnosis mortality: After 6y median follow-up, mortality was 30%; 5y survival was 74%.Prostate, BC and CRC patients with pre-diagnosis CVD clusters were at increased risk of death compared to those without CVD cluster (HR 1.9, 2.0, 1.7, respectively, p < 0.05). Compared to those without the cluster, prostate and BC patients with metabolic cluster were at increased risk (HR 1.7, 1.9, respectively, p < 0.05) and prostate cancer patients with pulmonary conditions + MDD or GI + MDD (HR 1.9, 2.1, respectively, p < 0.05) were at increased risk. Post-diagnosis functional impairment: Prevalence of moderate functional impairment at a median of 1y after cancer diagnosis was 31%. Prostate, lung, and CRC survivors with GI + MDD had a significant RR of developing impairment (RR 1.8, 1.8, and 1.7, p < 0.001). For BC patients, those with skeletal cluster had a 2.1 RR (p < 0.001). Conclusions: Specific multimorbidity clusters prior to cancer are associated with post-cancer mortality and ADL impairment and identify at-risk groups where interventions can be instituted to decrease morbidity and mortality.


1999 ◽  
Vol 81 (02) ◽  
pp. 193-197 ◽  
Author(s):  
Viviane Nicaud ◽  
Sophie Gandrille ◽  
Patrick van Dreden ◽  
Jean Amiral ◽  
Marie-Laurence Aubry ◽  
...  

SummaryThe A4070G polymorphism in exon 13 of the factor V (FV) gene, which replaces His by Arg at position 1299 of the B domain, was recently shown to influence circulating FV levels and to contribute to the activated protein C (APC) resistance phenotype. We examined the impact of this polymorphism in a population of unselected patients with venous thromboembolic disease (VTE). The prevalence of the G4070 (R2) allele was determined in 205 patients and 394 healthy subjects of similar age and sex distribution. Thirty-seven patients (18%) were heterozygous for the R2 allele and 1 (0.5%) was homozygous. Forty-four controls (11.2%) were heterozygous for the R2 allele and 1 (0.2%) was homozygous. Thus, the allelic frequency was significantly higher in the patients with VTE than in the healthy controls, with respective values of 9.5% and 5.8%. The odds ratio was 1.8 (95% CI: 1.1-2.8, p = 0.02), pointing to an increased risk of VTE in carriers of the R2 allele. After excluding subjects with putative or confirmed gene defects (mainly the FV R506Q mutation), the R2 allele was still a risk factor for VTE in the remaining patients, with an odds ratio of 2.0 (95% CI: 1.2-3.5, p = 0.01), demonstrating that this polymorphism is itself a risk factor. This study also confirms that the R2 allele influences APC resistance (APCR) in the absence of the FV R506Q mutation.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 2601-2601 ◽  
Author(s):  
Eva Culakova ◽  
Marek S. Poniewierski ◽  
Jeffrey Crawford ◽  
David C. Dale ◽  
Gary H. Lyman

Background: Hematologic toxicities are common side effects of cancer chemotherapy. Despite advances in supportive care, febrile neutropenia (FN) continues to represent a serious adverse event often requiring hospitalization and is associated with an increased risk of mortality. The purpose of this analysis was to investigate the impact of comorbidities and infectious complications on in-patient length of stay (LOS) and mortality in hospitalized patients with cancer and neutropenia over the past decade. Methods: Hospitalization data from the University Health Consortium database inclusive of the years 2004-2012 from 239 US medical centers were analyzed. Cancer type, presence of neutropenia, comorbidities, and infection type were based on ICD-9-CM codes recorded during hospitalization. This analysis includes adult patients with malignant disease and neutropenia. Patients undergoing bone marrow or stem cell transplantation were excluded. For patients with multiple hospitalizations, the first admission during the time period studied was utilized. Primary study outcomes included hospital length of stay (LOS≥10 days) and in-hospital mortality. Multivariate logistic regression analysis was utilized to study the impact of major comorbidities on the primary outcomes. Major comorbidities under consideration included heart, liver, lung, renal, cerebrovascular, peripheral-vascular disease, diabetes and venous thromboembolism. Results: Among 135,309 patients with cancer hospitalized with neutropenic events, one-third were age 65 years or older and 51% were male. Approximately one-quarter (24.5%) of patients experienced more than one admission with FN. The mean (median) length of stay increased progressively from 11.1 (6) days in 2004 to 12.8 (7) days in 2012. Patients with leukemia, lymphoma and central nervous system (CNS) malignancies experienced the longest mean LOS (21.4, 10.5, 10.2 days, respectively). Overall, 50,846 (37.6%) had a LOS≥10 days and 10,261 (7.6%) patients died during the hospitalization with no difference seen over the time period of observation. (P=.30). Greater rates of mortality were observed in patients with lung (11.2%) or CNS (9.3%) malignancies, and leukemia (9.3%). Infectious complications were documented in 59.5% of patients and their presence was associated with greater LOS≥10 days (48.2% vs. 22.0%) and higher mortality (11.2% vs. 2.3%). Greater LOS≥10 days (51.6% vs. 37.1%) and increased mortality (9.8% vs. 7.5%) were also observed among obese patients with cancer. Likewise, patients with multiple comorbid conditions had more prolonged hospitalizations and a greater risk of in-hospital mortality. (Table) Abstract 2601. Table Solid tumors Lymphoma LeukemiaNo. of comorbiditiesNo. of patients% died% with LOS≥10 daysNo. of patients% died% with LOS≥10 daysNo. of patients% died% with LOS≥10 days017,8580.911.28,1890.617.010,3950.853.5118,1723.417.97,7512.626.611,3803.463.2214,2508.927.25,3868.141.08,6039.769.937,49918.038.42,86118.455.25,04022.877.742,70525.151.41,06033.670.52,00438.183.1≥ 560235.262.327839.980.657749.087.0All patients*61,0867.022.625,5256.632.237,9999.265.4 LOS – length of stay; * 10,699 patients with other type or multiple tumors not included in the table The trend toward longer LOS and greater mortality with increased number of comorbidities persisted in multivariate analyses after adjusting for cancer type, age, gender, ethnicity and type of infection (odds ratio (OR) per +1 comorbidity increase: [mortality: OR =1.89; 95% CI: 1.85-1.92; P<.0001], [LOS: OR=1.56; 95% CI: 1.54-1.58; P<.0001]). Conclusions: Major medical comorbidities are common among hospitalized patients with cancer and neutropenia. Importantly, such comorbidities are associated with prolonged hospitalization and increased risk of in-hospital mortality with significantly worse outcomes in patients with lymphoma or leukemia. Greater awareness of risk factors associated with poor prognosis in cancer patients hospitalized with neutropenic complications as well as validated risk tools to better identify low risk as well high risk patients may guide more personalized cancer care, potentially improving clinical outcomes and lowering the cost of care. Disclosures Crawford: Amgen: Consultancy. Dale:Amgen: Consultancy, Honoraria, Research Funding. Lyman:Amgen: Research Funding.


2019 ◽  
Vol 25 (12) ◽  
pp. 1323-1337 ◽  
Author(s):  
Poemlarp Mekraksakit ◽  
Pattara Rattanawong ◽  
Rudruidee Karnchanasorn ◽  
Chanavuth Kanitsoraphan ◽  
Natnicha Leelaviwat ◽  
...  

Objective: It is still controversial whether differentiated thyroid carcinoma (DTC) in patients with Graves disease (GD) can be more aggressive than non-Graves DTC. We conducted a systematic review and meta-analysis to examine the association between GD and prognosis in patients with DTC. Methods: We comprehensively searched the databases of MEDLINE and EMBASE from inception to March 2019. We included published studies that compared the risk of mortality and prognosis between DTC patients with GD and those with non-GD. Data from each study were combined using the random-effects model. Results: Twenty-five studies from February 1988 to May 2018 were included (987 DTC patients with GD and 2,064 non-Graves DTC patients). The DTC patients with GD had a significantly higher risk of associated multifocality/multicentricity (odds ratio, 1.45; 95% confidence interval, 1.04 to 2.02; I 2, 6.5%; P = .381) and distant metastasis at the time of cancer diagnosis (odds ratio, 2.19; 95% confidence interval, 1.08 to 4.47; I 2, 0.0%; P = .497), but this was not associated with DTC-related mortality and recurrence/persistence during follow-up. Conclusion: Our meta-analysis demonstrates a statistically significant increased risk of multifocality/multicentricity and distant metastasis at the time of cancer diagnosis in DTC patients with GD than those without GD. Abbreviations: CI = confidence interval; DTC = differentiated thyroid carcinoma; GD = Graves disease; LN = lymph node; OR = odds ratio; PTC = papillary thyroid carcinoma; TC = thyroid carcinoma; TSAb = thyroid-stimulating antibody; TSH = thyroid-stimulating hormone


2019 ◽  
Vol 40 (Supplement_1) ◽  
Author(s):  
Y Muramatsu ◽  
Y Minami ◽  
K Ishida ◽  
A Kato ◽  
A Katsura ◽  
...  

Abstract Background Previous studies demonstrated the impact of concomitant cancer on the increased risk of adverse cardiac and bleeding events after percutaneous coronary intervention (PCI). However, the impact in this 2nd- and 3rd-generation drug-eluting stent (DES) era remains to be elucidated. Purpose To clarify the impact of cancer on clinical outcomes in patients after 2nd- or 3rd -generation DES implantation. Methods A total of 932 patients who underwent PCI with 2nd- or 3rd -generation DES were included. Patients who were diagnosed with cancer after PCI were excluded from the present cohort. The incidence of major adverse cardiac events (MACE) including cardiac death, myocardial infarction and target or non-target vessel revascularization, and bleeding events was compared between the patients with cancer or the history of treatment for cancer (cancer group, n=140) and the patients without cancer (no cancer group, n=792). Bleeding events were evaluated according to the Thrombolysis in Myocardial Infarction definition. Further comparisons were performed between the 2 groups (cancer group, n=126; no cancer group, n=252) after the adjustment of baseline clinical characteristics using 1:2 propensity score-matching analysis. Results The incidence of MACE at median 577 [340–1043] days after the PCI was comparable between the 2 groups in both unadjusted (15.0% vs. 15.0%, p=0.984) (Panel A) and adjusted cohorts (14.3 vs. 13.1%, p=0.796), although the incidence of all cause death in the cancer group was significantly greater than the no cancer group (15.1 vs. 9.5%, p=0.007, in the adjusted cohort). The increased risk of MACE was not observed in any types of cancer or treatment (Panel B). The incidence of bleeding events was also comparable between the 2 groups (4.0 vs. 2.0%, p=0.297, in the adjusted cohort). Conclusion The increased incidence of MACE and bleeding events in patients with cancer was not demonstrated after the 2nd- or 3rd-generation DES implantation. Further studies are required to clarify the safety and efficacy of PCI in patients with cancer.


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