Cancer informatics
Cancer informatics is a multidisciplinary field of science that "deals with the resources, devices, and methods required to optimize the acquisition, storage, retrieval, and use of information in cancer" research and treatment.[1] Like many other fields of science, researchers in cancer biology have seen a dramatic increase in the amount of clinical and research data, in particular with genomic and molecular cancer data. While this data can benefit researchers' understanding of cancer behavior and development of better therapies, new and improved data management and analysis tools are needed. Cancer informatics attempts to provide those tools "that interconnect research, clinical activities, and data in an organized and efficient manner, with as broad a database as possible."[2] For many, the coupling of cancer informatics and other bioinformatics tools with computational modeling and statistical analysis will accelerate the goal of making cancer a more treatable if not curable disease.[3]
Application
Cancer informatics can help tackle problems and tasks such as the following[3][4]:
- the development of computational diagnosis, prognosis, and predictive models
- the development of standards for the entry, annotation, and sharing of clinical cancer data
- the management and distribution of annotated molecular data for further research
- the analysis of an individual tumor to determine its molecular phenotype
- the development of a treatment plan based on a tumor's molecular phenotype
- the tracking of the aberrations that drive a particular cancer's growth
Cancer informatics around the world
In the United States
In the U.S., the field of cancer informatics became much more noticeable with the late 1990s push by the National Cancer Institute's (NCI's) director Richard D. Klausner to create "a Cancer Informatics Infrastructure (CII) to enable the cancer research enterprise and to link it to the delivery of cancer care."[5] Klausner saw clinical trials as one of the key components of cancer research. Given their value to researchers, he recognized clinical trials would require improved efficiency and openness as well as a new way of openly linking interested parties to the associated trial data via an information management system. Such a system would need to not only manage clinical trial data but also provide tools to turn such data into meaningful information.[5]
In the spring of 2004, the NCI began funding the caBIG initiative, which sought to connect U.S. biomedical cancer researchers using technology known as grid computing. The program, led by the Center for Bioinformatics and Information Technology (CBIIT), began with a three-year pilot phase. The pilot phase concluded in March 2007, and 56 NCI-designated cancer centers started a trial.[6] The project was furthered still with the development of software and standards to support project goals. By 2011, the NCI concluded the original goals of the caBIG initiative were worthy of pursuing, but the program had become bloated and off-course. This led to the April 2012 creation of a new National Cancer Informatics Program (NCIP) that would act as the spiritual successor of caBIG, integrating some of its informatics programs and ceasing development on others.[7][8] As of March 2020[update] the NCIP was still being enacted, funding and developing projects related to cancer genomics data management, creating a software sharing hub, and releasing code under the open-source model.
In other parts of the world
In 2008, Greek bioinformatician Manolis Tsiknakis discussed the state of cancer informatics in Europe at the 8th IEEE International Conference on BioInformatics and BioEngineering.[9] He noted developments such as the Advancing Clinico Genomic Trials on Cancer (ACGT) program, which was originally envisaged as "a unified technological infrastructure which will facilitate the seamless and secure access and analysis of multi-level clinical and genomic data enriched with high-performing knowledge discovery operations and services in support of multi-centric, post-genomic clinical trials."[9] (The ACGT program was eventually halted at the end of July 2010.[10][11]) Tsiknakis also referenced the development of the multi-disciplinary myGrid project in the United Kingdom, a funded effort to help others with the challenges of eScience until at least 2016.[12]
The United States' National Cancer Institute has also played a role in broadening cancer informatics beyond the U.S. Through its Request for Proposals for Pilot Collaborations with Low- and Mid-Income Countries (LMICs) program, the NCI has funded the development of cancer informatics infrastructure in countries like El Salvador and Honduras.[13]
Cancer informatics projects, organizations, and events
Examples of cancer informatics projects, organizations, and events include:
- Cancer Genome Atlas: an NCI-funded initiative "to generate comprehensive, multi-dimensional maps of the key genomic changes in major types and subtypes of cancer"
- Cancer Informatics for Cancer Centers (CI4CC): a non-profit "intended to provide a focused national forum for engagement of senior cancer informatics leaders, primarily aimed at academic cancer centers anywhere in the world, but with a special emphasis on all 70 NCI-funded cancer centers"
- CancerLinQ: driven by the American Society of Clinical Oncology, this program aims to assemble "vast amounts of usable, searchable, real-world cancer information into a powerful database"
- eScience Lab: formerly myGrid, a U.K. initiative to develop informatics software for scientists, including cancer researchers
- Informatics Technology for Cancer Research (ITCR) Tools: an NCI initiative to manage and expand on the cancer informatics tools and infrastructure of the NCI's extramural divisions
- Innovation in Cancer Informatics Summit: a conference on cancer informatics innovation
External links
- Cancer Informatics journal
- JCO Clinical Cancer Informatics journal
- National Cancer Informatics Program at GitHub
References
- ↑ "Cancer Informatics". National Cancer Registrars Association. https://www.ncra-usa.org/Education/Informatics. Retrieved 06 January 2022.
- ↑ Nass, S.J.; Wizemann, T. (eds.) (2012). "Chapter 2: Overview of the Cancer Informatics Landscape". Informatics Needs and Challenges in Cancer Research: Workshop Summary. National Academies Press. pp. 7–30. ISBN 9780309259484. https://books.google.com/books?id=qWuJAco_5R8C&pg=PA7. Retrieved 19 March 2020.
- ↑ 3.0 3.1 Ochs, M.F.; Casagrande, J.T.; Davuluri, R.V. (2010). "Chapter 1: Biomedical Informatics for Cancer Research: Introduction". Biomedical Informatics for Cancer Research. Springer. pp. 3–16. ISBN 9781441957122. https://books.google.com/books?id=Ej8J_BZFON4C&printsec=frontcover. Retrieved 19 March 2020.
- ↑ Salem, A.-B.M. (2013). "Chapter 1: Machine Learning Applications in Cancer Informatics". Advances in Intelligent Analysis of Medical Data and Decision Support Systems. Studies in Computational Intelligence. Springer. pp. 1–14. ISBN 9783319000282. https://link.springer.com/chapter/10.1007%2F978-3-319-00029-9_1. Retrieved 19 March 2020.
- ↑ 5.0 5.1 Klausner, R.D.; Silva, J.S. (ed.) (2002). "Foreward". Cancer Informatics: Essential Technologies for Clinical Trials. Health Informatics. pp. vii–x. ISBN 9781461265474. https://books.google.com/books?id=DhNSheaOeDEC. Retrieved 19 March 2020.
- ↑ "An Assessment of the Impact of the NCI CaBIG" (PDF). National Cancer Institute. March 2011. https://deainfo.nci.nih.gov/advisory/bsa/archive/bsa0311/caBIGfinalReport.pdf. Retrieved 19 March 2020.
- ↑ "Where is caBIG Going?". CDISC. 9 July 2012. https://www.cdisc.org/where-cabig-going%3F. Retrieved 19 March 2020.
- ↑ Komatsoulis, G.A. (April 2012). "National Cancer Informatics Program Launch Meeting". National Cancer Institute. Archived from the original on 16 February 2013. http://web.archive.org/web/20130216034021/https://cabig.nci.nih.gov/NCIP-launch-meeting. Retrieved 08 May 2013.
- ↑ 9.0 9.1 Tsiknakis, M. (2008). "The European cancer informatics landscape: Challenges for the biomedical informatics community". 8th IEEE International Conference on BioInformatics and BioEngineering, 2008: 1–7. doi:10.1109/BIBE.2008.4696649.
- ↑ "Advancing Clinico-Genomic Trials on Cancer: Open Grid Services for Improving Medical Knowledge Discovery". CORDIS. Publications Office of the European Union. 7 October 2014. https://cordis.europa.eu/project/id/026996. Retrieved 19 March 2020.
- ↑ "ACGT: Advancing Clinico Genomic Trials". European Commission Information Society and Media. Archived from the original on 07 January 2011. https://web.archive.org/web/20110107201922/http://eu-acgt.org/. Retrieved 12 January 2015.
- ↑ "myGrid: About us". myGrid. http://www.mygrid.org.uk/about-us/. Retrieved 19 March 2020.
- ↑ Trimble, T. (23 June 2014). "2013 Awardees: Request for Proposals for Pilot Collaborations with Low- and Mid-Income Countries (LMICs) in Global Cancer Research or Global Health Research at NCI-Designated Cancer Centers". National Cancer Institute. https://www.cancer.gov/about-nci/organization/cgh/blog/2014/2013-cgh-awardees. Retrieved 19 March 2020.
