Please use this identifier to cite or link to this item:
https://bura.brunel.ac.uk/handle/2438/34131Full metadata record
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Uffelmann, Emil | - |
| dc.contributor.author | Wightman, Douglas P | - |
| dc.contributor.author | Bahrami, Shahram | - |
| dc.contributor.author | Shadrin, Alexey A | - |
| dc.contributor.author | Fominykh, Vera | - |
| dc.contributor.author | Ojima, Takafumi | - |
| dc.contributor.author | Jiang, Chenyang | - |
| dc.contributor.author | Benner, Christian | - |
| dc.contributor.author | Moreno, Elisa | - |
| dc.contributor.author | Campos, Adrian I | - |
| dc.contributor.author | Thomassen, Jesper Q | - |
| dc.contributor.author | Ghanbari, Mohsen | - |
| dc.contributor.author | Franc, Monique | - |
| dc.contributor.author | Pedersen, Nancy L | - |
| dc.contributor.author | Bell, Nathaniel Y | - |
| dc.contributor.author | Tesi, Niccoló | - |
| dc.contributor.author | Buchanan, Adam | - |
| dc.contributor.author | Engstad, Torgeir | - |
| dc.contributor.author | Tung, Paul | - |
| dc.contributor.author | Fladby, Tormod | - |
| dc.contributor.author | Krishnamoorthy, Santhanagopalan | - |
| dc.contributor.author | INDIANA-CHALASANI | - |
| dc.contributor.author | Wu, Hei Man | - |
| dc.contributor.author | Merritt, Victoria | - |
| dc.contributor.author | Cliby, William A | - |
| dc.contributor.author | Bergh, Sverre | - |
| dc.contributor.author | van der Flier, Wiesje M | - |
| dc.contributor.author | Wang, Rujin | - |
| dc.contributor.author | Stahl, Eli A | - |
| dc.contributor.author | Carey, David J | - |
| dc.contributor.author | Hooli, Basavaraj | - |
| dc.contributor.author | Rader, Daniel J | - |
| dc.contributor.author | Mount Sinai Million Health Discoveries Program | - |
| dc.contributor.author | Medbøen, Ingrid T | - |
| dc.contributor.author | Hartmann, Annette M | - |
| dc.contributor.author | Ritchie, Marylyn D | - |
| dc.contributor.author | Weaver, JoEllen | - |
| dc.contributor.author | Naseer, Nawar | - |
| dc.contributor.author | Walters, G Bragi | - |
| dc.contributor.author | Ahlskog, J Eric | - |
| dc.contributor.author | Sirugo, Giorgio | - |
| dc.contributor.author | Poindexter, Afiya | - |
| dc.contributor.author | Martin, Christa L | - |
| dc.contributor.author | Estonian Biobank research team | - |
| dc.contributor.author | Ko, Yi-An | - |
| dc.contributor.author | Dunn, Joseph | - |
| dc.contributor.author | Nerz, Kyle P | - |
| dc.contributor.author | Dever, Jenna | - |
| dc.contributor.author | Yamaguchi, Taka | - |
| dc.contributor.author | Harvey, Aidan | - |
| dc.contributor.author | Linn, Sydney | - |
| dc.contributor.author | Livingstone, Meghan | - |
| dc.contributor.author | Vadivieso, Fred | - |
| dc.contributor.author | DerOhannessian, Stephanie | - |
| dc.contributor.author | VA Million Veteran Program | - |
| dc.contributor.author | Bower, James H | - |
| dc.contributor.author | Pereira, Naveen L | - |
| dc.contributor.author | Ku, Lisa | - |
| dc.contributor.author | Sherva, Richard | - |
| dc.contributor.author | Tran, Teo | - |
| dc.contributor.author | Stephanowski, Julia | - |
| dc.contributor.author | Santos, Salma | - |
| dc.contributor.author | Chalasani, Naga | - |
| dc.contributor.author | Haubein, Ned | - |
| dc.contributor.author | Meyer, Michelle N | - |
| dc.contributor.author | PGC-ALZ | - |
| dc.contributor.author | Retterer, Kyle | - |
| dc.contributor.author | Holstege, Henne | - |
| dc.contributor.author | Namba, Shinichi | - |
| dc.contributor.author | Kudron, Elizabeth L | - |
| dc.contributor.author | Wang, Xuemin | - |
| dc.contributor.author | Rolston, David | - |
| dc.contributor.author | Cerhan, James R | - |
| dc.contributor.author | Couch, Fergus J | - |
| dc.contributor.author | Olson, Janet E | - |
| dc.contributor.author | Larson, Nicholas B | - |
| dc.contributor.author | Hjerling-Leffler, Jens | - |
| dc.contributor.author | Fredericksen, Zachary S | - |
| dc.contributor.author | Cicek, Mine | - |
| dc.contributor.author | Ma, Daniel J | - |
| dc.contributor.author | Bundgaard, Henning | - |
| dc.contributor.author | van Seumeren, Anna L | - |
| dc.contributor.author | Biernacka, Joanna M | - |
| dc.contributor.author | Bakkum-Gamez, Jamie N | - |
| dc.contributor.author | Karpyak, Victor M | - |
| dc.contributor.author | Vemuri, Prashanthi | - |
| dc.contributor.author | Bryois, Julien | - |
| dc.contributor.author | Rongve, Arvid | - |
| dc.contributor.author | Ramanan, Vijay K | - |
| dc.contributor.author | Frye, Mark A | - |
| dc.contributor.author | McLaughlin, Sarah A | - |
| dc.contributor.author | Ruddy, Kathryn J | - |
| dc.contributor.author | Bielinski, Suzette J | - |
| dc.contributor.author | Lacy, Rashawnda | - |
| dc.contributor.author | Zetterberg, Henrik | - |
| dc.contributor.author | Lieske, John C | - |
| dc.contributor.author | Mutter, Robert W | - |
| dc.contributor.author | Saykin, Andrew J | - |
| dc.contributor.author | Dispenzieri, Angela | - |
| dc.contributor.author | Hooten, W Michael | - |
| dc.contributor.author | Boardman, Lisa A | - |
| dc.contributor.author | Kennedy, Richard B | - |
| dc.contributor.author | Badley, Andrew D | - |
| dc.contributor.author | Krebs, Kristi | - |
| dc.contributor.author | Dowdy, Sean C | - |
| dc.contributor.author | Lange, Ethan M | - |
| dc.contributor.author | Eckel-Passow, Jeanette E | - |
| dc.contributor.author | Ullum, Henrik | - |
| dc.contributor.author | Colborn, Lisa K | - |
| dc.contributor.author | Madsen, Bengt O | - |
| dc.contributor.author | Frei, Oleksandr | - |
| dc.contributor.author | Narita, Akira | - |
| dc.contributor.author | Charney, Alexander W | - |
| dc.contributor.author | Danielsen, Andrew J | - |
| dc.contributor.author | Harrington, Jonathan J | - |
| dc.contributor.author | Kushwaha, Jennifer M | - |
| dc.contributor.author | Anderson, Heather D | - |
| dc.contributor.author | Lesny, Joe A | - |
| dc.contributor.author | Aquilante, Christina L | - |
| dc.contributor.author | Arbogast, Kelsey | - |
| dc.contributor.author | Verma, Shefali S | - |
| dc.contributor.author | Truelsen, Thomas | - |
| dc.contributor.author | Brooks, Ian M | - |
| dc.contributor.author | Burke, Elizabeth E | - |
| dc.contributor.author | Casteel, Emily M | - |
| dc.contributor.author | Bousiges, Olivier | - |
| dc.contributor.author | Davis, Lea K | - |
| dc.contributor.author | Cole, Joanne B | - |
| dc.contributor.author | Serretti, Alessandro | - |
| dc.contributor.author | Lin, Meng | - |
| dc.contributor.author | Coughlin, Curtis R | - |
| dc.contributor.author | Hendricks, Audrey E | - |
| dc.contributor.author | Crawford, Jacob | - |
| dc.contributor.author | Crooks, Kristy | - |
| dc.contributor.author | Giegling, Ina | - |
| dc.contributor.author | Culver, Erin | - |
| dc.contributor.author | Fisher, Matthew J | - |
| dc.contributor.author | Frye, Teresa C | - |
| dc.contributor.author | George, Hunter | - |
| dc.contributor.author | Gignoux, Chris R | - |
| dc.contributor.author | Logue, Mark W | - |
| dc.contributor.author | Zettergren, Anna | - |
| dc.contributor.author | Tijms, Betty M | - |
| dc.contributor.author | Svenningsson, Per | - |
| dc.contributor.author | Gilliland, Elizabeth K | - |
| dc.contributor.author | Greene, Casey S | - |
| dc.contributor.author | Simonsen, Anja H | - |
| dc.contributor.author | Skoog, Ingmar | - |
| dc.contributor.author | Hearst, Emily | - |
| dc.contributor.author | Martin, James L | - |
| dc.contributor.author | Alam, Shaiful | - |
| dc.contributor.author | Verma, Anurag | - |
| dc.contributor.author | Kaufmann, Scott H | - |
| dc.contributor.author | Aagaard, Bitten | - |
| dc.contributor.author | Li, Qingqin S | - |
| dc.contributor.author | Ariannejad, Maryam | - |
| dc.contributor.author | Berkovich, Yael | - |
| dc.contributor.author | Boutros, Paul | - |
| dc.contributor.author | Broudy, Michael | - |
| dc.contributor.author | Corbett, Anne | - |
| dc.contributor.author | Bui, Alex | - |
| dc.contributor.author | Chang, Tim | - |
| dc.contributor.author | Brumpton, Ben M | - |
| dc.contributor.author | Kripke, Colleen Morse | - |
| dc.contributor.author | Djurovic, Srdjan | - |
| dc.contributor.author | Denny, Chris | - |
| dc.contributor.author | Pasaniuc, Bogdan | - |
| dc.contributor.author | Dry, Sarah | - |
| dc.contributor.author | Duntugan, Albert | - |
| dc.contributor.author | Hauger, Richard | - |
| dc.contributor.author | Geschwind, Dan | - |
| dc.contributor.author | Haas, Roni | - |
| dc.contributor.author | Illiev, Lora | - |
| dc.contributor.author | Jain, Ankur | - |
| dc.contributor.author | Lajonchere, Clara | - |
| dc.contributor.author | Lichtwarck, Bjørn | - |
| dc.contributor.author | Risman, Marjorie | - |
| dc.contributor.author | Knapskog, Anne-Brita | - |
| dc.contributor.author | den Braber, Anouk | - |
| dc.contributor.author | Saltvedt, Ingvild | - |
| dc.contributor.author | Magyar, Clara | - |
| dc.contributor.author | Martinez, Danielle | - |
| dc.contributor.author | Mohammed, Ghouse | - |
| dc.contributor.author | Naeim, Arash | - |
| dc.contributor.author | Zhang, Rui | - |
| dc.contributor.author | Nelson, Stan | - |
| dc.contributor.author | Kirsebom, Bjørn-Eivind | - |
| dc.contributor.author | Zeng, Jian | - |
| dc.contributor.author | Judy, Renae | - |
| dc.contributor.author | Visscher, Peter M | - |
| dc.contributor.author | Glaser, Gretchen E | - |
| dc.contributor.author | Sando, Sigrid B | - |
| dc.contributor.author | Rektorova, Irena | - |
| dc.contributor.author | O’Reilly, Paul F | - |
| dc.contributor.author | Mahajan, Anubha | - |
| dc.contributor.author | Ferreira, Manuel | - |
| dc.contributor.author | Okada, Yukinori | - |
| dc.contributor.author | Creese, Byron | - |
| dc.contributor.author | van der Lee, Sven J | - |
| dc.contributor.author | Ostrowski, Sisse R | - |
| dc.contributor.author | Harris, Peter C | - |
| dc.contributor.author | Frikke-Schmidt, Ruth | - |
| dc.contributor.author | Stefansson, Hreinn | - |
| dc.contributor.author | van Harten, Argonde C | - |
| dc.contributor.author | Yang, Ping | - |
| dc.contributor.author | Gaziano, J Michael | - |
| dc.contributor.author | Heilbron, Karl | - |
| dc.contributor.author | Minois-Genin, Emmanuel | - |
| dc.contributor.author | Reynolds, Chandra A | - |
| dc.contributor.author | Andreassen, Ole A | - |
| dc.contributor.author | Posthuma, Danielle | - |
| dc.contributor.author | LifeLines Cohort Study | - |
| dc.contributor.author | Wollack, Colin | - |
| dc.contributor.author | DBDS Genomic consortium | - |
| dc.contributor.author | Regeneron Genetics Center | - |
| dc.contributor.author | Penn Medicine Biobank | - |
| dc.contributor.author | GHS–RGC DiscovEHR collaboration | - |
| dc.contributor.author | Mayo Clinic-RGC Project Generation | - |
| dc.contributor.author | Haavik, Jan | - |
| dc.contributor.author | Luo, Jiao | - |
| dc.contributor.author | Vachon, Celine M | - |
| dc.contributor.author | Colorado Center for Personalized Medicine–RGC Collaboration | - |
| dc.contributor.author | Harder, Arvid | - |
| dc.contributor.author | Kern, Silke | - |
| dc.contributor.author | Lin, Tian | - |
| dc.contributor.author | UCLA–RGC ATLAS collaboration | - |
| dc.contributor.author | Hägg, Sara | - |
| dc.contributor.author | Karlsson, Ida K | - |
| dc.contributor.author | Johnson, Randi K | - |
| dc.contributor.author | Schwantes-An, Tae-Hwi Linus | - |
| dc.contributor.author | Antwi, Samuel O | - |
| dc.contributor.author | Erikstrup, Christian | - |
| dc.contributor.author | Mikkelsen, Christina | - |
| dc.contributor.author | Ballard, Clive | - |
| dc.contributor.author | Aarsland, Dag | - |
| dc.contributor.author | Thordardottir, Steinunn | - |
| dc.contributor.author | Shigemizu, Daichi | - |
| dc.contributor.author | Rujescu, Dan | - |
| dc.contributor.author | Snaedal, Jon | - |
| dc.contributor.author | Jones, Shelby | - |
| dc.contributor.author | Gudbjartsson, Daniel | - |
| dc.contributor.author | Eyjolfsdottir, Helga | - |
| dc.contributor.author | Aakhus, Eivind | - |
| dc.contributor.author | Sørensen, Erik | - |
| dc.contributor.author | Oberg, Ann L | - |
| dc.contributor.author | Stordal, Eystein | - |
| dc.contributor.author | Duits, Flora H | - |
| dc.contributor.author | Wolters, Frank J | - |
| dc.contributor.author | Blanc, Frederic | - |
| dc.contributor.author | Biessels, Geert Jan | - |
| dc.contributor.author | Kao, Dave | - |
| dc.contributor.author | Phung, Tanya N | - |
| dc.contributor.author | Werge, Thomas | - |
| dc.contributor.author | Damrauer, Scott | - |
| dc.contributor.author | Selbæk, Geir | - |
| dc.contributor.author | Bråthen, Geir | - |
| dc.contributor.author | Tamiya, Gen | - |
| dc.contributor.author | Waldemar, Gunhild | - |
| dc.contributor.author | Rabe, Kari G | - |
| dc.contributor.author | Seelaar, Harro | - |
| dc.contributor.author | Vijverberg, Everard GB | - |
| dc.contributor.author | Knortz, Gabrielle A | - |
| dc.contributor.author | Sealock, Julia M | - |
| dc.contributor.author | Patel, Yash | - |
| dc.contributor.author | Schipper, Marijn | - |
| dc.contributor.author | Bradford, Yuki | - |
| dc.contributor.author | Blennow, Kaj | - |
| dc.contributor.author | Nordengen, Kaja | - |
| dc.contributor.author | Persson, Karin | - |
| dc.contributor.author | Scheffler, Katja | - |
| dc.contributor.author | Matsuda, Koichi | - |
| dc.contributor.author | Ozaki, Kouichi | - |
| dc.contributor.author | Lehto, Kelli | - |
| dc.contributor.author | Pihlstrøm, Lasse | - |
| dc.contributor.author | Athanasiu, Lavinia | - |
| dc.contributor.author | Hansen, Thomas F | - |
| dc.contributor.author | Petruse, Antonia | - |
| dc.contributor.author | Dudek, Scott | - |
| dc.contributor.author | Pålhaugen, Lene | - |
| dc.contributor.author | Pedersen, Ole B | - |
| dc.contributor.author | Hulsman, Marc | - |
| dc.contributor.author | Waern, Margda | - |
| dc.contributor.author | Averina, Maria | - |
| dc.contributor.author | Koffenberger, Danielle | - |
| dc.contributor.author | Wettergreen, Marianne | - |
| dc.contributor.author | Moksnes, Marta R | - |
| dc.contributor.author | Huisman, Martijn | - |
| dc.contributor.author | Yamamoto, Masayuki | - |
| dc.contributor.author | Toft, Mathias | - |
| dc.contributor.author | Drivas, Theodore | - |
| dc.contributor.author | Spellman, Paul | - |
| dc.contributor.author | Panizzon, Matthew S | - |
| dc.contributor.author | Kyosaka, Tomoki | - |
| dc.contributor.author | Goode, Ellen L | - |
| dc.contributor.author | Visser, Pieter J | - |
| dc.contributor.author | Topholm Bruun, Mie | - |
| dc.date.accessioned | 2026-11-05T14:52:50Z | - |
| dc.date.available | 2026-11-05T14:52:50Z | - |
| dc.date.issued | 2026-10-28 | - |
| dc.identifier.citation | Uffelmann, E. et al. on behalf of PGC-ALZ et al. (2026) 'Alzheimer’s disease genetics converges on microglial and neuronal dysregulation', Nature, 0(ahead of print), pp. 1–28. doi: 10.1038/s41586-026-11206-y. | en_US |
| dc.identifier.issn | 0028-0836 | - |
| dc.identifier.uri | https://bura.brunel.ac.uk/handle/2438/34131 | - |
| dc.description | Data availability: Summary statistics are available for download (https://cncr.nl/research/summary_statistics/). This includes the multi-ancestry meta-analysis and ancestry-specific meta-analyses (EUR, AFR, EAS, AMR and SAS), each additionally stratified by sex (male, female) and by phenotype definition (case–control, proxy), as well as X chromosome summary statistics, versions excluding the UKB and a meta-analysis restricted to cohorts not included in previous AD GWAS. All summary statistics exclude data from the 23andMe Research Institute. The majority of individual-level genotype and phenotype data analysed in this study cannot be made publicly available, as they are governed by the consent, data protection and data transfer agreements of the contributing cohorts. Access to individual-level data must be requested directly from each cohort; details for each cohort are provided in the Supplementary Methods. This study used the following publicly available resources: DGIdb v5.0 (https://dgidb.org/); FUMA v1.8.3 (https://fuma.ctglab.nl/); the GWAS Catalog (https://www.ebi.ac.uk/gwas/efotraits/MONDO_0004975, accessed 7 October 2024); MSigDB v2024.1.Hs (https://www.gsea-msigdb.org/gsea/msigdb); SynGO v20231201 (https://www.syngoportal.org/); the BaselineLD model v2.2; 1000 Genomes Project phase 3; HapMap3 and pan-UKB linkage disequilibrium scores (https://pan-dev.ukbb.broadinstitute.org/); and Ensembl BioMart. Cell-type expression data were obtained from Siletti et al.106, the Allen Human Brain Atlas, GSE168408 and PsychENCODE; differential expression data from Nakatsuka et al.37; and microglial state gene sets from Sun et al.110. Summary statistics for amyotrophic lateral sclerosis and Parkinson’s disease were obtained from van Rheenen et al.82 and Nalls et al.26, respectively. UKB data were accessed under application nos. 16406 and 18177. Forest plots for each locus are available on Zenodo9 (https://doi.org/10.5281/zenodo.22791372). | en_US |
| dc.description | Code availability: Analysis code can be downloaded on GitHub (https://github.com/euffelmann/paper-pgc_alzheimers) and Zenodo9 (https://doi.org/10.5281/zenodo.22791372). | en_US |
| dc.description | Supplementary information is available online at: https://www.nature.com/articles/s41586-026-11206-y#Sec34 . | en_US |
| dc.description.abstract | Alzheimer's disease (AD) is the most common cause of dementia, with global case numbers projected to reach 153 million in 20501. AD is highly heritable, with twin-based heritability estimates of 60-80%2. Although 1,200 causal loci are predicted to exist for AD3, approximately 80 loci have been associated with AD in two recent studies4,5. Low single-nucleotide polymorphism (SNP)-based heritability estimates have prompted the suggestion that little further common-variant risk remains to be found6. Here we analysed data from 109,479 cases, 74,141 proxy cases, 2,131,799 controls and 499,708 proxy controls from diverse ancestries, identifying 118 loci in a multi-ancestry analysis and 9 additional loci in ancestry-specific analyses, 48 of which are new. We identified new AD risk genes, prioritized potential drug targets, and found that genes upregulated in microglia and downregulated in neurons in cases compared with controls were enriched for AD-associated genetic risk. Moreover, we improved polygenic prediction and estimated a SNP heritability of 16%, nearly threefold higher than previous estimates. Together, our findings show that the common-variant contribution to AD has been substantially underestimated, and reveal new molecular and cellular mechanisms as well as specific targets for future drug development research. | en_US |
| dc.description.sponsorship | This project was supported by the NWO Gravitation grant BRAINSCAPES: a roadmap from neurogenetics to neurobiology (grant no. 024.004.012), the European Research Council Advanced Grant (grant no. ERC-2018-ADG 834057), the Research Council of Norway (grants nos. 360793, 360794, 344121, 324499 and 353629), the European Union’s Horizon 2020 Research and Innovation Action (grant no. 964874), NordForsk (grant no. 164218) and the NIMH (awards 5R01MH124839-05 and R01MH124873). This research has been conducted using the UKB resource under application nos. 16406 and 18177. D.P.W. was supported by an Alzheimer Nederland Early Career Grant (WE.03-2025-18) and a VCAS/VU Talent fund 2025: Bridging grant. F.J.W. was supported by the Netherlands Organisation for Health Research and Development (ZonMw; project BIRD-NL, grant no. 1051003210005). T.F., L. Pålhaugen, B.-E.K. and K.N. were supported by Akershus University Hospital, the Research Council of Norway (NASATS (Dementia Disease Initiation), grant no. 217780/H10) and the EU Joint Programme – Neurodegenerative Disease Research (JPND; APGeM, grant no. JPND237250; PMI-AD, grant no. JPND311993). I.R. was supported by the Ministry of Health of the Czech Republic in cooperation with the Czech Health Research Council within the National Institute for Neurology Research (project no. NW26A-NEURIN) and by the Ministry of Education, Youth and Sports (MEYS) through the Czech National Node to the European Clinical Research Infrastructure Network (CZECRIN; LM2023049). K.H. was supported by a Humboldt Research Fellowship from the Alexander von Humboldt Foundation. | en_US |
| dc.format.extent | pp. 1–28 | - |
| dc.format.medium | Print-Electronic | - |
| dc.language | English | en_US |
| dc.language.iso | en_US | en_US |
| dc.publisher | Springer Nature | en_US |
| dc.relation | The Author(s) | - |
| dc.rights | Re-use licence for this version: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International | - |
| dc.rights | Licence for published version: Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International | - |
| dc.rights.uri | https://creativecommons.org/licenses/by-nc-nd/4.0/ | - |
| dc.subject.other | General Science & Technology | - |
| dc.title | Alzheimer’s disease genetics converges on microglial and neuronal dysregulation | en_US |
| dc.type | Article | en_US |
| dc.identifier.doi | https://doi.org/10.1038/s41586-026-11206-y | - |
| dc.relation.isPartOf | Nature | en_US |
| pubs.issue | 0 | - |
| pubs.publication-status | Published online | - |
| pubs.volume | 00 | - |
| dc.identifier.eissn | 1476-4687 | - |
| dc.rights.license | https://creativecommons.org/licenses/by-nc-nd/4.0/legalcode.en | - |
| dcterms.dateAccepted | 2026-09-24 | - |
| dcterms.issued | 2026-10-28 | - |
| dc.date.updated | 2026-11-05T14:44:58Z | - |
| dc.contributor.orcid | Uffelmann, Emil [0000-0002-0682-7880] | - |
| dc.contributor.orcid | Wightman, Douglas P [0000-0003-3377-4806] | - |
| dc.contributor.orcid | Creese, Byron [0000-0001-6490-6037] | - |
| Appears in Collections: | Department of Psychology Research Papers * | |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| FullText.pdf | Copyright © The Author(s) 2026. Rights and permissions: Open Access. This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit https://creativecommons.org/licenses/by-nc-nd/4.0/. | 7.01 MB | Adobe PDF | View/Open |
This item is licensed under a Creative Commons License