Accelerating Translational Research by Clinically Driven Development of an Informatics Platform-A Case Study

被引:6
作者
Abugessaisa, Imad [1 ]
Saevarsdottir, Saedis [2 ]
Tsipras, Giorgos [1 ]
Lindblad, Staffan [3 ]
Sandin, Charlotta [2 ]
Nikamo, Pernilla [4 ]
Stahle, Mona [4 ]
Malmstrom, Vivianne [2 ]
Klareskog, Lars [2 ]
Tegner, Jesper [1 ]
机构
[1] Karolinska Inst, Dept Med, Ctr Mol Med, Unit Computat Med, Stockholm, Sweden
[2] Karolinska Inst, Rheumatol Unit, Dept Med, Ctr Mol Med, Stockholm, Sweden
[3] Karolinska Inst, Med Management Ctr, Dept Learning Informat Management & Eth, Stockholm, Sweden
[4] Karolinska Univ Hosp, Karolinska Inst, Dept Med, Dermatol & Venereol Unit, Stockholm, Sweden
基金
瑞典研究理事会;
关键词
RHEUMATOID-ARTHRITIS; SYSTEMS MEDICINE; ASSOCIATION; RISK; MANAGEMENT; NETWORKS; THERAPY; BIOLOGY;
D O I
10.1371/journal.pone.0104382
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Translational medicine is becoming increasingly dependent upon data generated from health care, clinical research, and molecular investigations. This increasing rate of production and diversity in data has brought about several challenges, including the need to integrate fragmented databases, enable secondary use of patient clinical data from health care in clinical research, and to create information systems that clinicians and biomedical researchers can readily use. Our case study effectively integrates requirements from the clinical and biomedical researcher perspectives in a translational medicine setting. Our three principal achievements are (a) a design of a user-friendly web-based system for management and integration of clinical and molecular databases, while adhering to proper de-identification and security measures; (b) providing a real-world test of the system functionalities using clinical cohorts; and (c) system integration with a clinical decision support system to demonstrate system interoperability. We engaged two active clinical cohorts, 747 psoriasis patients and 2001 rheumatoid arthritis patients, to demonstrate efficient query possibilities across the data sources, enable cohort stratification, extract variation in antibody patterns, study biomarker predictors of treatment response in RA patients, and to explore metabolic profiles of psoriasis patients. Finally, we demonstrated system interoperability by enabling integration with an established clinical decision support system in health care. To assure the usefulness and usability of the system, we followed two approaches. First, we created a graphical user interface supporting all user interactions. Secondly we carried out a system performance evaluation study where we measured the average response time in seconds for active users, http errors, and kilobits per second received and sent. The maximum response time was found to be 0.12 seconds; no server or client errors of any kind were detected. In conclusion, the system can readily be used by clinicians and biomedical researchers in a translational medicine setting.
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页数:18
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