Big databases: outcomes research begins to yield results.
نویسنده
چکیده
R esearchers recently unveiled the first comparative-effectiveness study in oncology that used an outcomes database. The presentation took place at the American Society of Hematology meeting in New Orleans in December, where a research group using the National Comprehensive Cancer Network's (NCCN) database for non-Hodgkin lymphoma reported that patients with mantle cell lym-phoma, a rare but fatal form of the disease, did just as well when receiving autologous stem cell transplantation after standard che-motherapy as patients who received a highly toxic regimen of five drugs. The five-drug regimen's developers, mostly from the University of Texas M. D. Anderson Cancer Center in Houston, claimed that their method was superior because of a 75% progression-free survival rate at 3 years. After identifying 229 patients younger than 65 years with MCL, whose medical records had been entered into the NCCN database between August 2000 and February 2009, researchers conducted a retrospective cohort study and found that overall survival between the two treatment approaches was similar. The median progression-free survival rate at 3 years was also the same. One major difference existed, though: The median number of days in the hospital was lower in the transplant group, according to the abstract presented at the meeting. " This [finding] validated that it is reasonable to do the auto transplant because it has the same outcome plus less toxicity, " said Ann LaCasce, M.D., of Dana–Farber Cancer Institute in Boston, who led the 10-person research team from major cancer centers that contribute data to the NCCN project. They conducted the study because MCL treatment is driven largely by physician preference and expert opinion. No randomized clinical trials or prospective observational studies have ever been done comparing the two approaches, and none are anticipated. " People [with
منابع مشابه
The use and misuse of biomedical data: is bigger really better?
Very large biomedical research databases, containing electronic health records (EHR) and genomic data from millions of patients, have been heralded recently for their potential to accelerate scientific discovery and produce dramatic improvements in medical treatments. Research enabled by these databases may also lead to profound changes in law, regulation, social policy, and even litigation str...
متن کاملBig data, big results: Knowledge discovery in output from large-scale analytics
Observational healthcare data, such as electronic health records and administrative claims databases, provide longitudinal clinical information at the individual level. These data cover tens of millions of patients and present unprecedented opportunities to address such issues as post-market safety of medical products. Analyzing patient-level databases yields population-level inferences, or ‘re...
متن کاملKnowledge discovery in big results
Abstract Observational healthcare data, such as electronic health records and administrative claims, provide longitudinal clinical information at the individual level. These data may cover tens of millions of patients and present unprecedented opportunities to evaluate the post-market safety of medical products. Analyzing patient-level databases yields population-level inferences, or ‘results,’...
متن کاملThe Values Challenge for Big Data retrieval
As Big Data and analytics defined on top of Big Data have increasingly greater impacts on society, we humans are becoming incorporated in a Big Data loop: our activities, transactions, posts, and images, are all being recorded as Big Data; and in turn the analysis of Big Data is being used to make decisions that affect us. This paper explores characteristics of this grand loop of Big Data and b...
متن کاملDry Matter and Essential Oil Yield Changes of Lavandula officinalis under Cowmanure and Vermicompost Application
In order to study the effect of organic fertilizer on shoot yield and essential oil content of lavender, this experiment was conducted in the Research Institute of Forest and Rangelands, Karaj, Iran, in 2013-14. The treatment groups consisted of vermicompost (0, 5, 10 and 15 ton/ha) and cow manure (0, 10, 20 and 30 ton/ha). The experimental design was a factorial experiment based on randomized ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Journal of the National Cancer Institute
دوره 102 4 شماره
صفحات -
تاریخ انتشار 2010