The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Marker-assisted selection: an approach for precision plant breeding in the twenty-first century
Open accessAbstract
DNA markers have enormous potential to improve the efficiency and precision of conventional plant breeding via marker-assisted selection (MAS). The large number of quantitative trait loci (QTLs) mapping studies for diverse crops species have provided an abundance of DNA marker–trait associations. In this review, we present an overview of the advantages of MAS and its most widely used applications in plant breeding, providing examples from cereal crops. We also consider reasons why MAS has had only a small impact on plant breeding so far and suggest ways in which the potential of MAS can be realized. Finally, we discuss reasons why the greater adoption of MAS in the future is inevitable, although the extent of its use will depend on available resources, especially for orphan crops, and may be delayed in less-developed countries. Achieving a substantial impact on crop improvement by MAS represents the great challenge for agricultural scientists in the next few decades.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Steele, K. A., Price, A. H., Shashidhar, H. E., & Witcombe, J. R. (2006) · Theoretical and Applied Genetics · doi:10.1007/s00122-005-0110-4 · Cited by 370
Cited by
Agricultural sustainability: concepts, principles and evidence
Pretty, J. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2007.2163 · Cited by 1,941
Genomic selection: genome-wide prediction in plant improvement
Desta, Z. A., & Ortiz, R. (2014) · Trends in Plant Science · doi:10.1016/j.tplants.2014.05.006 · Cited by 688
Kell, D. B. (2011) · Annals of Botany · doi:10.1093/aob/mcr175 · Cited by 439
Celik, I., Gurbuz, N., Uncu, A. T., Frary, A., & Doganlar, S. (2017) · BMC Genomics · doi:10.1186/s12864-016-3406-7 · Cited by 326
Jacobs, D. F., Dalgleish, H. J., & Nelson, C. D. (2013) · New Phytologist · doi:10.1111/nph.12020 · Cited by 183
Metadata
- Authors
- Collard, B. C. Y., & Mackill, D. J.
- Venue
- Philosophical Transactions of the Royal Society B: Biological Sciences
- Publisher
- The Royal Society
- Published
- 2007-08-22
- Volume
- 363
- Issue
- 1491
- Pages
- 557-572
- ISSN
- 0962-8436 (ISSN-L)
- 1471-2970
- OpenAlex
- W2101166532
- Cited by
- 2,257
- References
- 1
- FWCI
- 16.58
- Type
- journal article
- Language
- en
- Open access
- green
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
How to cite
Cite CoChat for the checks on this page, and the paper for its own findings.
- This page
- CoChat. (2026). Citation check: Marker-assisted selection: an approach for precision plant breeding in the twenty-first century. https://app.cochat.ai/papers/10.1098/rstb.2007.2170
- The paper
- Collard, B. C. Y., & Mackill, D. J. (2008). Marker-assisted selection: an approach for precision plant breeding in the twenty-first century. Philosophical Transactions of the Royal Society B: Biological Sciences. https://doi.org/10.1098/rstb.2007.2170
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.