scholarly journals An Evaluation of the Utility of Big Data to Supplement Cancer Treatment Information: Linkage Between IQVIA Pharmacy Database and the Surveillance, Epidemiology, and End Results Program

2020 ◽  
Vol 2020 (55) ◽  
pp. 72-81
Author(s):  
Quyen Tran ◽  
Joan L Warren ◽  
Michael J Barrett ◽  
Dave Annett ◽  
Melissa Marth ◽  
...  

Abstract Oral anticancer medications (OAMs) are increasingly utilized. We evaluated the representativeness and completeness of IQVIA, a large aggregator of pharmacy data, for breast cancer, colon cancer, chronic myeloid leukemia, and myeloma cases diagnosed in six Surveillance, Epidemiology, and End Results Program (SEER) registries between 2007 and 2011. Patient’s SEER and SEER-Medicare data were linked and compared with IQVIA pharmacy data from 2006 to 2012 for specific OAMs. Overall, 67.6% of SEER cases had a pharmacy claim in IQVIA during the treatment assessment window. This varied by location, race and ethnicity, and insurance status. IQVIA consistently identified fewer cases who received an OAM of interest than SEER-Medicare. The difference was least pronounced for breast cancer agents and most pronounced for myeloma agents. The IQVIA pharmacy database included a large portion of persons in the SEER areas. Future studies should assess receipt of OAMs for other cancer sites and in different SEER registries.

2020 ◽  
Vol 26 ◽  
Author(s):  
Bei Wang ◽  
Wen Xu ◽  
Yuxuan Cai ◽  
Chong Guo ◽  
Gang Zhou ◽  
...  

Background: CASC15, one of long non-coding RNA, is involved in the regulation of many tumor biological processes, and is expected to become a new biological therapeutic target. This paper aims to elucidate the pathophysiological function of CASC15 in various tumors. Methods: The relationship between CASC15 and tumors was analyzed by searching references, and summarizes the specific pathophysiological mechanism of CASC15. Results: LncRNA CASC15 is closely related to tumor development, and has been shown to be abnormally high expressed in all kinds of tumors, including breast cancer, cervical cancer, lung cancer, hepatocellular carcinoma, gastric cancer, bladder cancer, colon cancer, colorectal cancer, cardiac hypertrophy, intrahepatic cholangiocarcinoma, leukemia, melanoma, tongue squamous cell carcinoma, nasopharyngeal carcinoma. However, CASC15 has been found to be downexpressed abnormally in ovarian cancer, glioma and neuroblastoma. Besides, it is identified that CASC15 can affect the proliferation, invasion and apoptosis of tumors. Conclusion: LncRNA CASC15 has the potential to become a new therapeutic target or marker for a variety of tumors.


Author(s):  
Yu Wang ◽  
Jiantao Wang ◽  
Haiping Wang ◽  
Xinyu Yang ◽  
Liming Chang ◽  
...  

Objective: Accurate assessment of breast tumor size preoperatively is important for the initial decision-making in surgical approach. Therefore, we aimed to compare efficacy of mammography and ultrasonography in ductal carcinoma in situ (DCIS) of breast cancer. Methods: Preoperative mammography and ultrasonography were performed on 104 women with DCIS of breast cancer. We compared the accuracy of each of the imaging modalities with pathological size by Pearson correlation. For each modality, it was considered concordant if the difference between imaging assessment and pathological measurement is less than 0.5cm. Results: At pathological examination tumor size ranged from 0.4cm to 7.2cm in largest diameter. For mammographically determined size versus pathological size, correlation coefficient of r was 0.786 and for ultrasonography it was 0.651. Grouped by breast composition, in almost entirely fatty and scattered areas of fibroglandular dense breast, correlation coefficient of r was 0.790 for mammography and 0.678 for ultrasonography; in heterogeneously dense and extremely dense breast, correlation coefficient of r was 0.770 for mammography and 0.548 for ultrasonography. In microcalcification positive group, coeffient of r was 0.772 for mammography and 0.570 for ultrasonography. In microcalcification negative group, coeffient of r was 0.806 for mammography and 0.783 for ultrasonography. Conclusion: Mammography was more accurate than ultrasonography in measuring the largest cancer diameter in DCIS of breast cancer. The correlation coefficient improved in the group of almost entirely fatty/ scattered areas of fibroglandular dense breast or in microcalcification negative group.


Cancers ◽  
2021 ◽  
Vol 13 (14) ◽  
pp. 3557
Author(s):  
Charu Kothari ◽  
Alisson Clemenceau ◽  
Geneviève Ouellette ◽  
Kaoutar Ennour-Idrissi ◽  
Annick Michaud ◽  
...  

Triple-negative breast cancer (TNBC) is a major concern among the different subtypes of breast cancer (BC) due to the lack of effective treatment. In a previous study by our group aimed at understanding the difference between TNBC and non-TNBC tumors, we identified the gene TBC1 domain family member 9 (TBC1D9), the expression of which was lower in TNBC as compared to non-TNBC tumors. In the present study, analysis of TBC1D9 expression in TNBC (n = 58) and non-TNBC (n = 25) patient tumor samples validated that TBC1D9 expression can differentiate TNBC (low) from non-TNBC (high) samples and that expression of TBC1D9 was inversely correlated with grade and proliferative index. Moreover, we found that downregulation of the TBC1D9 gene decreases the proliferation marginally in non-TNBC and was associated with increased migratory and tumorigenic potential in both TNBC and luminal BC cell lines. This increase was mediated by the upregulation of ARL8A, ARL8B, PLK1, HIF1α, STAT3, and SPP1 expression in TBC1D9 knockdown cells. Our results suggest that TBC1D9 expression might limit tumor aggressiveness and that it has a differential expression in TNBC vs. non-TNBC tumors.


Cancer ◽  
2021 ◽  
Author(s):  
R. Edward Hendrick ◽  
Debra L. Monticciolo ◽  
Kelly W. Biggs ◽  
Sharp F. Malak

Author(s):  
Shashank S Sinha ◽  
Nicholas M Moloci ◽  
Andrew M Ryan ◽  
Brahmajee K Nallamothu ◽  
John M Hollingsworth

Objective: Spending for acute myocardial infarction (AMI) episodes varies widely across hospitals, driven primarily by payments made more than 30 days after discharge. Through collective incentives and an emphasis on care coordination, Medicare accountable care organizations (ACOs) may help reduce this variation. To test this hypothesis, we analyzed national Medicare data. Methods: Using a 20% random sample, we identified Medicare beneficiaries admitted for AMI from January 2010 to December 2013. We distinguished admissions to hospitals affiliated with a Medicare ACO from those that were not. We then calculated 90-day, price-standardized, risk-adjusted episode payments made on behalf of beneficiaries, differentiating between early (index admission to 30 days post-discharge) and late payments (31 to 90 days). We also calculated component payments, including those for the index hospitalization, readmissions, physician services, and post-acute care. Finally, we used difference-in-differences estimation to measure the effect of admission to an ACO-affiliated hospital on early and late episode payments. Results: Over the study period, 15,219 beneficiaries were admitted to 299 eventual ACO-affiliated hospitals and 73,910 were admitted to 1,685 never ACO-affiliated hospitals ( p <0.001). While beneficiaries admitted to eventual ACO-affiliated hospitals tended to be younger than those admitted to never ACO-affiliated hospitals (mean age: 79.2 ± 8.6 versus 80.0 ± 8.5, respectively; p =.003), they had similar levels of comorbidity (mean Elixhauser score: 2.7 ± 1.4 versus 2.7 ± 1.4, respectively; p =0.526). Mean 90-day episode payments were greater for ACO-affiliated hospitals [$24,887 versus $23,966; p <0.001]. In the period after ACO implementation (2012 and 2013), total payments for AMI episodes fell by $1259 (Figure; p <0.001). Most of this savings was attributable to decreases in early ($1118) versus late ($141) episode payments. However, none of these savings differed based on admission to an ACO-affiliated hospital ( p =0.363 for the difference). Conclusions: Early Medicare ACOs have not affected 90-day episode payments for AMI admissions. Future studies should explore the possibility of heterogeneity in effect based on ACO structure.


2014 ◽  
Vol 31 (3) ◽  
Author(s):  
Nina Petrović ◽  
Vesna Mandušić ◽  
Boban Stanojević ◽  
Silvana Lukić ◽  
Lidija Todorović ◽  
...  

Blood ◽  
2019 ◽  
Vol 134 (Supplement_1) ◽  
pp. 117-117
Author(s):  
Esther Natalie Oliva ◽  
Anna Candoni ◽  
Prassede Salutari ◽  
Francesco Di Raimondo ◽  
Gianluigi Reda ◽  
...  

Background: Elderly patients with acute myeloid leukemia (AML) experience a low complete remission (CR) rate following intensive chemotherapy, a short duration of CR and high treatment-related mortality. Median survival is 7-12 months. Several reports suggest that maintenance therapy may improve survival. In particular, a recent report (Huls G, et al. Blood 2019) has shown that azacitidine (Aza) maintenance treatment improves 1-year disease-free survival (DFS) when adjusted for cytogenetics at diagnosis and platelet (PLT) count at randomization. Aims: This phase III, randomized, multicenter trial assesses the efficacy of post-remission Aza treatment versus best supportive care (BSC) in 54 AML subjects &gt;60 years of age in CR after homogeneous induction and consolidation chemotherapy. Primary endpoint is the difference in DFS at 2 and 5 years between arms; main secondary endpoints are the difference in overall survival (OS), the number and length of hospitalizations and quality of life (QoL). Methods: AML subjects with &gt;30% blasts, "de novo" or evolving from myelodysplastic syndrome and fit for intensive chemotherapy, received 2 courses of "3+7" therapy (daunorubicin 40 mg/m2 daily days 1-3 and cytarabine 100 mg/m2 daily IV infusion days 1-7). Subjects obtaining a CR received cytarabine 800 mg/m2 3 hour infusion bid days 1-3 and were randomized 1:1 to receive BSC or Aza at 50 mg/m2 s.c./i.v. for 7 days every 28 days and dose increase after 1st cycle to 75 mg/ m2 for further 5 cycles, followed by cycles every 56 days for 4.5 years or until relapse. QoL was assessed by QOL-E and EORTC QLQ-C30. Results: 149 subjects were included of median age 69, interquartile range (IQR) 65-74 years, and male/female 78/71. Amongst subjects not reaching randomization, 59 were relapsed/refractory, 22 died, 10 refused to continue, 3 were excluded for protocol violation, and 1 was lost to follow-up. Randomized patients (27 Aza, 27 BSC) were in study until relapse. Median follow-up was 9.9 months (IQR: 3.2-22.5). At 2 years post-randomization, no deaths occurred and 21 subjects in the BSC arm (median DFS 9 months, 95% CI 0-20) relapsed versus 18 subjects in the Aza arm (median DFS 11 months, 95% CI 1-21; P=0.33; Fig.1a). There was an effect modification by age on the effect of Aza versus BSC on relapse (P for effect modification=0.02) so that the effect of AZA was not significant for subjects &lt;65 years and 65-73 years (P=0.65 and P=0.66, respectively) but was significant in subjects &gt;73 years (P=0.008, Fig.1b). Cytogenetic risk (P=0.84), minimal residual disease (P=0.97), and platelet (PLT) count (below/above 100 Gi/L, P=0.47) did not modify the effect of Aza on DFS. However, cytogenetic risk and PLT count were confounders: after data adjustment, the effect of Aza on DFS just failed to reach statistical significance [HR (Aza vs BSC): 0.53, 95% CI: 0.26-1.05, P=0.068] . At 5 years post-randomization, no subjects died; 2 subjects on Aza and 1 subject on BSC withdrew consent and 1 subject on Aza in CR withdrew for relapse of bladder cancer. In the BSC arm, 23 subjects relapsed (median DFS 9 months, 95% CI: 0-20) versus 20 Aza subjects (median 11 months, 95% CI: 1-21; P=0.31, Fig.1a).Similar to 2 years post-randomization, at 5 years post-randomization an effect modification by age on the effect of Aza versus BSC was confirmed (P for effect modification=0.01) and the effect of Aza was significant only in subjects &gt;73 years of age (P=0.007, Fig.1b). Again, data adjustment for cytogenetic risk and PLT count strengthened the link between Aza and DFS [HR: 0.56, 95% CI: 0.29-1.07, P=0.08]. Grade 3-4 adverse events (mainly neutropenia) were more frequent in the Aza (41%) than in the BSC arm (4%, P=0.002). Two Aza subjects were hospitalized twice for adverse events for a total of 22 and 26 days, respectively, versus no hospitalization for BSC subjects. QOL-E scores were poor at diagnosis and improved significantly at randomization, with further improvement for physical well-being. EORTC QLQ-C30 symptoms improved progressively over time. In linear mixed model analyses, no significant effect of Aza versus BSC was found for any QoL domain, confirming safety of Aza versus BSC. Summary/Conclusion: With the limitation of a small trial, we conclude that post-remission Aza in elderly AML patients receiving standard induction-consolidation chemotherapy is safe and is well-tolerated. Noteworthy, in patients over 73 years of age, Aza significantly prolongs DFS up to 5 years. Figure Disclosures Oliva: Celgene Corporation: Consultancy, Honoraria, Speakers Bureau; Apellis: Consultancy; Novartis: Consultancy, Speakers Bureau. Candoni:Merck SD: Honoraria, Speakers Bureau; Gilead: Honoraria, Speakers Bureau; Celgene: Honoraria; Pfizer: Honoraria; Janssen: Honoraria. Di Raimondo:Takeda: Consultancy; Amgen: Consultancy, Honoraria, Research Funding. Musto:Celgene: Honoraria, Membership on an entity's Board of Directors or advisory committees. Mannina:Abbvie: Consultancy, Membership on an entity's Board of Directors or advisory committees; Janssen: Membership on an entity's Board of Directors or advisory committees; Takeda: Membership on an entity's Board of Directors or advisory committees. Martino:Novartis: Membership on an entity's Board of Directors or advisory committees; Pfizer: Membership on an entity's Board of Directors or advisory committees; Bristol myers squibb: Membership on an entity's Board of Directors or advisory committees. Alati:Novartis: Membership on an entity's Board of Directors or advisory committees; Pfizer: Membership on an entity's Board of Directors or advisory committees.


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