On the reproducibility of science: unique identification of research resources in the biomedical literature.
On the reproducibility of science: unique identification of research resources in the biomedical literature.
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作者:
Vasilevsky NA;Brush MH;Paddock H;Ponting L;Tripathy SJ;Larocca GM;Haendel MA
Scientific reproducibility has been at the forefront of many news stories and there exist numerous initiatives to help address this problem. We posit that a contributor is simply a lack of specificity that is required to enable adequate research reproducibility. In particular, the inability to uniquely identify research resources, such as antibodies and model organisms, makes it difficult or impossible to reproduce experiments even where the science is otherwise sound. In order to better understand the magnitude of this problem, we designed an experiment to ascertain the “identifiability” of research resources in the biomedical literature. We evaluated recent journal articles in the fields of Neuroscience, Developmental Biology, Immunology, Cell and Molecular Biology and General Biology, selected randomly based on a diversity of impact factors for the journals, publishers, and experimental method reporting guidelines. We attempted to uniquely identify model organisms (mouse, rat, zebrafish, worm, fly and yeast), antibodies, knockdown reagents (morpholinos or RNAi), constructs, and cell lines. Specific criteria were developed to determine if a resource was uniquely identifiable, and included examining relevant repositories (such as model organism databases, and the Antibody Registry), as well as vendor sites. The results of this experiment show that 54% of resources are not uniquely identifiable in publications, regardless of domain, journal impact factor, or reporting requirements. For example, in many cases the organism strain in which the experiment was performed or antibody that was used could not be identified. Our results show that identifiability is a serious problem for reproducibility. Based on these results, we provide recommendations to authors, reviewers, journal editors, vendors, and publishers. Scientific efficiency and reproducibility depend upon a research-wide improvement of this substantial problem in science today.
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影响因子:
3.7
作者:
Phuchareon J;Ohta Y;Woo JM;Eisele DW;Tetsu O
通讯作者:
Tetsu O
DOI:
10.1093/database/bat015
发表时间:
2013
期刊:
Database : the journal of biological databases and curation
影响因子:
--
作者:
Laulederkind SJ;Liu W;Smith JR;Hayman GT;Wang SJ;Nigam R;Petri V;Lowry TF;de Pons J;Dwinell MR;Shimoyama M
通讯作者:
Shimoyama M
影响因子:
14.9
作者:
Bradford Y;Conlin T;Dunn N;Fashena D;Frazer K;Howe DG;Knight J;Mani P;Martin R;Moxon SA;Paddock H;Pich C;Ramachandran S;Ruef BJ;Ruzicka L;Bauer Schaper H;Schaper K;Shao X;Singer A;Sprague J;Sprunger B;Van Slyke C;Westerfield M
通讯作者:
Westerfield M
影响因子:
1.9
作者:
Ciccarese P;Ocana M;Clark T
通讯作者:
Clark T
影响因子:
9.8
作者:
Haendel MA;Vasilevsky NA;Wirz JA
通讯作者:
Wirz JA