Student or educator? Sign up with your school email and get 6 months of Pro free.
Cited by 828

The DOI matches its Crossref record; 99 of the 99 references it cites were found in a registry or an index.

Large-scale association analyses identify new loci influencing glycemic traits and provide insight into the underlying biological pathways

Open access
Scott, Robert A, Lagou, Vasiliki, Welch, Ryan P, Wheeler, Eleanor, Montasser, May E, Luan, Jian'an, Mägi, Reedik, Strawbridge, Rona J, Rehnberg, Emil, Gustafsson, Stefan, Kanoni, Stavroula, Rasmussen-Torvik, Laura J, Yengo, Loïc, Lecoeur, Cecile, Shungin, Dmitry, Sanna, Serena, Sidore, Carlo, Johnson, Paul C D, Jukema, J Wouter, Johnson, Toby, Mahajan, Anubha, Verweij, Niek, Thorleifsson, Gudmar, Hottenga, Jouke-Jan, Shah, Sonia, Smith, Albert V, Sennblad, Bengt, Gieger, Christian, Salo, Perttu, Perola, Markus, Timpson, Nicholas J, Evans, David M, Pourcain, Beate St, Wu, Ying, Andrews, Jeanette S, Hui, Jennie, Bielak, Lawrence F, Zhao, Wei, Horikoshi, Momoko, Navarro, Pau, Isaacs, Aaron, O'Connell, Jeffrey R, Stirrups, Kathleen, Vitart, Veronique, Hayward, Caroline, Esko, Tõnu, Mihailov, Evelin, Fraser, Ross M, Fall, Tove, Voight, Benjamin F, Raychaudhuri, Soumya, Chen, Han, Lindgren, Cecilia M, Morris, Andrew P, Rayner, Nigel W, Robertson, Neil, Rybin, Denis, Liu, Ching-Ti, Beckmann, Jacques S, Willems, Sara M, Chines, Peter S, Jackson, Anne U, Kang, Hyun Min, Stringham, Heather M, Song, Kijoung, Tanaka, Toshiko, Peden, John F, Goel, Anuj, Hicks, Andrew A, An, Ping, Müller-Nurasyid, Martina, Franco-Cereceda, Anders, Folkersen, Lasse, Marullo, Letizia, Jansen, Hanneke, Oldehinkel, Albertine J, Bruinenberg, Marcel, Pankow, James S, North, Kari E, Forouhi, Nita G, Loos, Ruth J F, Edkins, Sarah, Varga, Tibor V, Hallmans, Göran, Oksa, Heikki, Antonella, Mulas, Nagaraja, Ramaiah, Trompet, Stella, Ford, Ian, Bakker, Stephan J L, Kong, Augustine, Kumari, Meena, Gigante, Bruna, Herder, Christian, Munroe, Patricia B, Caulfield, Mark, Antti, Jula, Mangino, Massimo, Small, Kerrin, Miljkovic, Iva, Liu, Yongmei, Atalay, Mustafa, Kiess, Wieland, James, Alan L, Rivadeneira, Fernando, Uitterlinden, Andre G, Palmer, Colin N A, Doney, Alex S F, Willemsen, Gonneke, Smit, Johannes H, Campbell, Susan, Polasek, Ozren, Bonnycastle, Lori L, Hercberg, Serge, Dimitriou, Maria, Bolton, Jennifer L, Fowkes, Gerard R, Kovacs, Peter, Lindström, Jaana, Zemunik, Tatijana, Bandinelli, Stefania, Wild, Sarah H, Basart, Hanneke V, Rathmann, Wolfgang, Grallert, Harald, DIAbetes Genetics Replication and Meta-analysis (DIAGRAM) Consortium, Maerz, Winfried, Kleber, Marcus E, Boehm, Bernhard O, Peters, Annette, Pramstaller, Peter P, Province, Michael A, Borecki, Ingrid B, Hastie, Nicholas D, Rudan, Igor, Campbell, Harry, Watkins, Hugh, Farrall, Martin, Stumvoll, Michael, Ferrucci, Luigi, Waterworth, Dawn M, Bergman, Richard N, Collins, Francis S, Tuomilehto, Jaakko, Watanabe, Richard M, de Geus, Eco J C, Penninx, Brenda W, Hofman, Albert, Oostra, Ben A, Psaty, Bruce M, Vollenweider, Peter, Wilson, James F, Wright, Alan F, Hovingh, G Kees, Metspalu, Andres, Uusitupa, Matti, Magnusson, Patrik K E, Kyvik, Kirsten O, Kaprio, Jaakko, Price, Jackie F, Dedoussis, George V, Deloukas, Panos, Meneton, Pierre, Lind, Lars, Boehnke, Michael, Shuldiner, Alan R, van Duijn, Cornelia M, Morris, Andrew D, Toenjes, Anke, Peyser, Patricia A, Beilby, John P, Körner, Antje, Kuusisto, Johanna, Laakso, Markku, Bornstein, Stefan R, Schwarz, Peter E H, Lakka, Timo A, Rauramaa, Rainer, Adair, Linda S, Smith, George Davey, Spector, Tim D, Illig, Thomas, de Faire, Ulf, Hamsten, Anders, Gudnason, Vilmundur, Kivimaki, Mika, Hingorani, Aroon, Keinanen-Kiukaanniemi, Sirkka M, Saaristo, Timo E, Boomsma, Dorret I, Stefansson, Kari, van der Harst, Pim, Dupuis, Josée, Pedersen, Nancy L, Sattar, Naveed, Harris, Tamara B, Cucca, Francesco, Ripatti, Samuli, Salomaa, Veikko, Mohlke, Karen L, Balkau, Beverley, Froguel, Philippe, Pouta, Anneli, Jarvelin, Marjo-Riitta, Wareham, Nicholas J, Bouatia-Naji, Nabila, McCarthy, Mark I, Franks, Paul W, Meigs, James B, Teslovich, Tanya M, Florez, Jose C, Langenberg, Claudia, Ingelsson, Erik, Prokopenko, Inga, Barroso, Inês·2012·Nature Genetics

Abstract

Jose Florez, Claudia Langenberg, Erik Ingelsson, Inga Prokopenko, Inês Barroso and colleagues perform large-scale association analyses using the Metabochip to gain further insights into the genetic architecture of glucose regulation. They identify 38 new loci influencing 1 or more glycemic traits and show that many of these loci also modify risk of type 2 diabetes. Through genome-wide association meta-analyses of up to 133,010 individuals of European ancestry without diabetes, including individuals newly genotyped using the Metabochip, we have increased the number of confirmed loci influencing glycemic traits to 53, of which 33 also increase type 2 diabetes risk (q < 0.05). Loci influencing fasting insulin concentration showed association with lipid levels and fat distribution, suggesting impact on insulin resistance. Gene-based analyses identified further biologically plausible loci, suggesting that additional loci beyond those reaching genome-wide significance are likely to represent real associations. This conclusion is supported by an excess of directionally consistent and nominally significant signals between discovery and follow-up studies. Functional analysis of these newly discovered loci will further improve our understanding of glycemic control.

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.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1038/ng.2385

Cites

99 of 99 references verified0 citation errors · 0 not checkable

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.

A few free checks a day · papers already verified open instantly · results are public

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

Show all 99 references

Cited by

See all 828

Metadata

Authors
Scott, R. A., Lagou, V., Welch, R. P., Wheeler, E., Montasser, M. E., Luan, J., Mägi, R., Strawbridge, R. J., Rehnberg, E., Gustafsson, S., Kanoni, S., Rasmussen-Torvik, L. J., Yengo, L., Lecoeur, C., Shungin, D., Sanna, S., Sidore, C., Johnson, P. C. D., Jukema, J. W., Johnson, T., Mahajan, A., Verweij, N., Thorleifsson, G., Hottenga, J.-J., Shah, S., Smith, A. V., Sennblad, B., Gieger, C., Salo, P., Perola, M., Timpson, N. J., Evans, D. M., Pourcain, B. S., Wu, Y., Andrews, J. S., Hui, J., Bielak, L. F., Zhao, W., Horikoshi, M., Navarro, P., Isaacs, A., O'Connell, J. R., Stirrups, K., Vitart, V., Hayward, C., Esko, T., Mihailov, E., Fraser, R. M., Fall, T., Voight, B. F., Raychaudhuri, S., Chen, H., Lindgren, C. M., Morris, A. P., Rayner, N. W., Robertson, N., Rybin, D., Liu, C.-T., Beckmann, J. S., Willems, S. M., Chines, P. S., Jackson, A. U., Kang, H. M., Stringham, H. M., Song, K., Tanaka, T., Peden, J. F., Goel, A., Hicks, A. A., An, P., Müller-Nurasyid, M., Franco-Cereceda, A., Folkersen, L., Marullo, L., Jansen, H., Oldehinkel, A. J., Bruinenberg, M., Pankow, J. S., North, K. E., Forouhi, N. G., Loos, R. J. F., Edkins, S., Varga, T. V., Hallmans, G., Oksa, H., Antonella, M., Nagaraja, R., Trompet, S., Ford, I., Bakker, S. J. L., Kong, A., Kumari, M., Gigante, B., Herder, C., Munroe, P. B., Caulfield, M., Antti, J., Mangino, M., Small, K., Miljkovic, I., Liu, Y., Atalay, M., Kiess, W., James, A. L., Rivadeneira, F., Uitterlinden, A. G., Palmer, C. N. A., Doney, A. S. F., Willemsen, G., Smit, J. H., Campbell, S., Polasek, O., Bonnycastle, L. L., Hercberg, S., Dimitriou, M., Bolton, J. L., Fowkes, G. R., Kovacs, P., Lindström, J., Zemunik, T., Bandinelli, S., Wild, S. H., Basart, H. V., Rathmann, W., Grallert, H., DIAbetes Genetics Replication and Meta-analysis (DIAGRAM) Consortium, Maerz, W., Kleber, M. E., Boehm, B. O., Peters, A., Pramstaller, P. P., Province, M. A., Borecki, I. B., Hastie, N. D., Rudan, I., Campbell, H., Watkins, H., Farrall, M., Stumvoll, M., Ferrucci, L., Waterworth, D. M., Bergman, R. N., Collins, F. S., Tuomilehto, J., Watanabe, R. M., de Geus, E. J. C., Penninx, B. W., Hofman, A., Oostra, B. A., Psaty, B. M., Vollenweider, P., Wilson, J. F., Wright, A. F., Hovingh, G. K., Metspalu, A., Uusitupa, M., Magnusson, P. K. E., Kyvik, K. O., Kaprio, J., Price, J. F., Dedoussis, G. V., Deloukas, P., Meneton, P., Lind, L., Boehnke, M., Shuldiner, A. R., van Duijn, C. M., Morris, A. D., Toenjes, A., Peyser, P. A., Beilby, J. P., Körner, A., Kuusisto, J., Laakso, M., Bornstein, S. R., Schwarz, P. E. H., Lakka, T. A., Rauramaa, R., Adair, L. S., Smith, G. D., Spector, T. D., Illig, T., de Faire, U., Hamsten, A., Gudnason, V., Kivimaki, M., Hingorani, A., Keinanen-Kiukaanniemi, S. M., Saaristo, T. E., Boomsma, D. I., Stefansson, K., van der Harst, P., Dupuis, J., Pedersen, N. L., Sattar, N., Harris, T. B., Cucca, F., Ripatti, S., Salomaa, V., Mohlke, K. L., Balkau, B., Froguel, P., Pouta, A., Jarvelin, M.-R., Wareham, N. J., Bouatia-Naji, N., McCarthy, M. I., Franks, P. W., Meigs, J. B., Teslovich, T. M., Florez, J. C., Langenberg, C., Ingelsson, E., Prokopenko, I., & Barroso, I.
Venue
Nature Genetics
Published
2012-08-12
Volume
44
Issue
9
Pages
991-1005
ISSN
  • 1061-4036 (ISSN-L)
  • 1546-1718
OpenAlex
W2126237420
Cited by
828
References
99
FWCI
36.85
Type
journal article
Language
en
Open access
hybrid

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: Large-scale association analyses identify new loci influencing glycemic traits and provide insight into the underlying biological pathways. https://app.cochat.ai/papers/10.1038/ng.2385
The paper
Scott, R. A., Lagou, V., Welch, R. P., Wheeler, E., Montasser, M. E., Luan, J., Mägi, R., Strawbridge, R. J., Rehnberg, E., Gustafsson, S., Kanoni, S., Rasmussen-Torvik, L. J., Yengo, L., Lecoeur, C., Shungin, D., Sanna, S., Sidore, C., Johnson, P. C. D., Jukema, J. W., . . . Barroso, I. (2012). Large-scale association analyses identify new loci influencing glycemic traits and provide insight into the underlying biological pathways. Nature Genetics. https://doi.org/10.1038/ng.2385

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.