Publications

These publications are examples of research made possible with data from CanPath and its regional cohorts.

2024

Effects of gene dosage on cognitive ability: A function-based association study across brain and non-brain processes

Authors: G. Huguet, T. Renne, C. Poulain, A. Dubuc, K. Kumar, S. Kazem, W. Engchuan, O. Shanta, E. Douard, C. Proulx, J.-L. Martineau, Z. Saci, J. Mollon, L. M. Schultz, E. E. M. Knowles, S. R. Cox, D. Porteous, G. Davies, P. Redmond, S. E. Harris, G. Schumann, G. Dumas, A. Labbe, Z. Pausova, T. Paus, S. W. Scherer, J. Sebat, L. Almasy, D. C. Glahn, S. Jacquemont

The researchers assessed the relationship between copy-number variants (CNVs) and cognitive ability using data from six cohorts, including the CARTaGENE cohort. They performed a genome-wide association study (GWAS) with 258,292 individuals, identifying a duplication at 2q12.3 associated with higher cognitive performance. A functional-burden analysis was developed to examine the association between cognition and CNVs disrupting 6,502 gene sets defined across various biological tissues, cell types, and ontologies. Among these, 864 gene sets were linked to cognition, with the effect sizes of deletions and duplications negatively correlated. Deletions affected subcortical regions and postsynaptic functions, while duplications impacted the cerebral cortex and presynaptic functions.

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2024

Exposure to air pollutants and subclinical carotid atherosclerosis measured by magnetic resonance imaging: A cross-sectional analysis

Authors: S. M. Azab, D. Doiron, K. M. Schulze, J. R. Brook, M. Brauer, E. E. Smith, A. R. Moody, D. Desai, M. G. Friedrich, S. I. Bangdiwala, D. Zeraatkar, D. Lee, T. J. B. Dummer, P. Poirier, J.-C. Tardif, K. K. Teo, S. Lear, S. Yusuf, S. S. Anand, R. J. de Souza.

The researchers examined how long-term exposure to air pollution affects early signs of heart disease. They used data to explore whether low levels of air pollutants are linked to the thickening of artery walls. The study included 6,645 adults from five Canadian provinces and estimated their exposure to nitrogen dioxide (NO₂), ozone (O₃), and fine particulate matter (PM2.5) over several years. Using MRI scans to measure carotid artery wall thickness, the researchers found mixed results. Higher levels of ozone were linked to thicker artery walls, suggesting a potential negative effect, while higher nitrogen dioxide levels were associated with thinner artery walls, a finding that requires further investigation.

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2023

Subclinical primary aldosteronism and cardiovascular health: a population-based cohort study

Authors: Gregory L Hundemer, Mohsen Agharazii, François Madore, Anand Vaidya, Jenifer M Brown, Alexander A Leung, Gregory A Kline, Eric Larose, Marie-Eve Piché, Andrew M Crean, Julie L V Shaw, Tim Ramsay, Bernhard Hametner, Siegfried Wassertheurer, Manish M Sood, Swapnil Hiremath, Marcel Ruzicka, Rémi Goupil

This study explores the impact of subclinical primary aldosteronism, a less recognized form of hypertension characterized by renin-independent aldosterone production, on cardiovascular health. With data from 1284 CARTaGENE participants, researchers found that a higher aldosterone-to-renin ratio, indicative of this condition, was associated with increased arterial stiffness, adverse cardiac remodeling, and higher odds of developing hypertension, independent of traditional blood pressure measures.

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2022

Global Biobank Meta-analysis Initiative: Powering genetic discovery across human disease

Authors: Wei Zhou, Masahiro Kanai, Kuan-Han H Wu, Humaira Rasheed, Kristin Tsuo, Jibril B Hirbo, Ying Wang, Arjun Bhattacharya, Huiling Zhao, Shinichi Namba, Ida Surakka, Brooke N Wolford, Valeria Lo Faro, Esteban A Lopera-Maya, Kristi Läll, Marie-Julie Favé, Juulia J Partanen, Sinéad B Chapman, Juha Karjalainen, Mitja Kurki, Mutaamba Maasha, Ben M Brumpton, Sameer Chavan, Tzu-Ting Chen, Michelle Daya, Yi Ding, Yen-Chen A Feng, Lindsay A Guare, Christopher R Gignoux, Sarah E Graham, Whitney E Hornsby, Nathan Ingold, Said I Ismail, Ruth Johnson, Triin Laisk, Kuang Lin, Jun Lv, Iona Y Millwood, Sonia Moreno-Grau, Kisung Nam, Priit Palta, Anita Pandit, Michael H Preuss, Chadi Saad, Shefali Setia-Verma, Unnur Thorsteinsdottir, Jasmina Uzunovic, Anurag Verma, Matthew Zawistowski, Xue Zhong, Nahla Afifi, Kawthar M Al-Dabhani, Asma Al Thani, Yuki Bradford, Archie Campbell, Kristy Crooks, Geertruida H de Bock, Scott M Damrauer, Nicholas J Douville, Sarah Finer, Lars G Fritsche, Eleni Fthenou, Gilberto Gonzalez-Arroyo, Christopher J Griffiths, Yu Guo, Karen A Hunt, Alexander Ioannidis, Nomdo M Jansonius, Takahiro Konuma, Ming Ta Michael Lee, Arturo Lopez-Pineda, Yuta Matsuda, Riccardo E Marioni, Babak Moatamed, Marco A Nava-Aguilar, Kensuke Numakura, Snehal Patil, Nicholas Rafaels, Anne Richmond, Agustin Rojas-Muñoz, Jonathan A Shortt, Peter Straub, Ran Tao, Brett Vanderwerff, Manvi Vernekar, Yogasudha Veturi, Kathleen C Barnes, Marike Boezen, Zhengming Chen, Chia-Yen Chen, Judy Cho, George Davey Smith, Hilary K Finucane, Lude Franke, Eric R Gamazon, Andrea Ganna, Tom R Gaunt, Tian Ge, Hailiang Huang, Jennifer Huffman, Nicholas Katsanis, Jukka T Koskela, Clara Lajonchere, Matthew H Law, Liming Li, Cecilia M Lindgren, Ruth J F Loos, Stuart MacGregor, Koichi Matsuda, Catherine M Olsen, David J Porteous, Jordan A Shavit, Harold Snieder, Tomohiro Takano, Richard C Trembath, Judith M Vonk, David C Whiteman, Stephen J Wicks, Cisca Wijmenga, John Wright, Jie Zheng, Xiang Zhou, Philip Awadalla, Michael Boehnke, Carlos D Bustamante, Nancy J Cox, Segun Fatumo, Daniel H Geschwind, Caroline Hayward, Kristian Hveem, Eimear E Kenny, Seunggeun Lee, Yen-Feng Lin, Hamdi Mbarek, Reedik Mägi, Hilary C Martin, Sarah E Medland, Yukinori Okada, Aarno V Palotie, Bogdan Pasaniuc, Daniel J Rader, Marylyn D Ritchie, Serena Sanna, Jordan W Smoller, Kari Stefansson, David A van Heel, Robin G Walters, Sebastian Zöllner; Biobank of the Americas; Biobank Japan Project; BioMe; BioVU; CanPath - Ontario Health Study; China Kadoorie Biobank Collaborative Group; Colorado Center for Personalized Medicine; deCODE Genetics; Estonian Biobank; FinnGen; Generation Scotland; Genes & Health Research Team; LifeLines; Mass General Brigham Biobank; Michigan Genomics Initiative; National Biobank of Korea; Penn Medicine BioBank; Qatar Biobank; QSkin Sun and Health Study; Taiwan Biobank; HUNT Study; UCLA ATLAS Community Health Initiative; Uganda Genome Resource; UK Biobank; Alicia R Martin, Cristen J Willer, Mark J Daly, Benjamin M Neale

The Global Biobank Meta-analysis Initiative is a collaborative network of 23 biobanks, representing more than 2.2M consented participants with genetic data linked to electronic health records. This collaborative effort will improve genome-wide association studies’ power for diseases, benefit understudied diseases, and improve risk prediction.

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2016

Gain-of-function missense variant in SLC12A2, encoding the bumetanide-sensitive NKCC1 cotransporter, identified in human schizophrenia

Authors: Nancy Merner, Adriana Mercado, Arjun Khanna, Alan Hodgkinson, Vanessa Bruat, Philip Awadalla, Gerardo Gamba, Guy Rouleau, Kristopher Kahle

This study used encoding genetics to determine the relationship of schizophrenia

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2014

Genetically encoded impairment of neuronal KCC2 cotransporter function in human idiopathic generalized epilepsy

Authors: Kristopher Kahle, Nancy Merner, Perrine Friedel, Liliya Silayeva, Bo Liang, Arjun Khanna, Yuze Shang, Pamela LaChance-Touchette, Cynthia Bourassa, Annie Levert, Patrick Dion, Brian Walcott, Dan Spiegelman, Alexandre Dionne-Laporte, Alan Hodgkinson, Philip Awadalla, Hamid Nikbakht, Jacek Majewski, Patrick Cossette, Tarek Deeb, Stephen Moss, Igor Medina, Guy Rouleau

These data describe a novel KCC2 variant significantly associated with a human disease and suggest genetically encoded impairment of KCC2 functional regulation may be a risk factor for the development of human IGE.

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