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Q-GLO Research

To participate in studies with Q-GLO, visit Queen’s Participant and Research Connections (Q-PARC)

The main research interest of the lab is to identify and characterize genetic, epigenetic, and environmental factors underlying complex neurodevelopmental neuropsychiatric and neurodegenerative disease/disorders, and the variations in treatment outcomes.

Our aim is to improve understanding of various brain-related disorders and diseases and their relationship to normal human cognitive function. Through the integration of genetics, functional genomics, genetic epidemiology and bioinformatics, our research goals include description of etiology underlying complex disorders, earlier and more accurate diagnosis methods, and the discovery of biomarkers that can predict treatment outcomes. We are always interested in strategic collaborations, so contact us today to discuss how our research projects intersect.

Province of Ontario Neurodevelopmental Disorders (POND) Network

Province of Ontario Neurodevelopmental Disorders (POND) Network

There is a clear and urgent need for new and better-targeted therapies for individuals with neurodevelopmental disorders that include behavioural and psychosocial interventions. To address these gaps, the POND Network has brought together a multidisciplinary team of scientists, clinicians, engineers, and community stakeholders who share the goal of improving the long-term outcomes for children with neurodevelopmental disorders.

Identification of genetic variants

Identification of genetic variants

To identify novel ASD susceptibility genes, Q-GLO studies sporadic cases of ASD (no family history of ASD) to look for de novo mutations in the proband, and complex cases of ASD (have family history of ASD) for inherited and shared variants between family members. To identify these variants, Q-GLO employs several sequencing strategies including targeted gene panels, whole exome, and whole genome sequencing

Gut-brain axis

Gut-brain axis

The healthy human gut contains a network of millions of bacteria that help to digest food, fight infection and promote human health. Stress, changes in diet, antibiotic use, and other environmental conditions can disrupt the bacterial network, which in turns contributes to a wide range of illnesses. Our research aims to describe the microbiome (bacteria and bacterial genes) in individuals diagnosed with a neurodevelopment disorder (ASD and ADHD) or mood disorder (depression and anxiety) compared with their neurotypical, cohabiting siblings.

“The ARBA” Study

“The ARBA” Study

We are currently investigating a study drug called arbaclofen to improve social functioning in children and teens with Autism. This study is comparing arbaclofen against placebo for improving social & global function and communication.

Brain derived biomarkers

Brain derived biomarkers

Exosomes are small, membrane bound vesicles that are release by all cell types, including neurons, into the extracellular environment. Exosomes can released by neurons in the brain into the blood stream, cross the blood-brain-barrier, and exert effects on peripheral tissues. Our research aims to isolate brain-derived exosomes from peripheral blood as a window into the brain allowing for identification of biomarkers that may be indicators of disease.

Research Registry and biorepository

Research Registry and biorepository

Q-GLO hosts a research registry and biorepository to collect and store contact information and samples for future research and collorative projects. Join the research registry today and Q-GLO will contact you when a research study that you are eligble for becomes available.


Sjaarda CP, Guthrie JL, Mubareka S, Simpson JT, Hamelin B, Wong H, Mortimer L, Slinger R, McArthur AG, Desjardins M, McGeer A, Mazzulli T, Douchant K, Brabant-Kirwan D, Fattouh R, Campigotto A, Patel SN, Fittipaldi N, Colautti RI, Sheth PM, for the Ontario’s COVID-19 Genomics Rapid Response Coalition. 2021. Temporal dynamics and evolution of SARSCoV-2 demonstrate the necessity of ongoing viral genome sequencing in Ontario, Canada. mSphere 6:e00011-21. doi:

Sjaarda CP, Rustom N, Evans GA, Huang D, Perez-Patrigeon S, Hudson ML, Wong H, Sun Z, Guan TH, Ayub M, Soares CN, Colautti RI, Sheth PM. 2021. Phylogenomics reveals viral sources, transmission, and potential superinfection in early-stage COVID-19 patients in Ontario, Canada. Scientific Reports. 11:3697. doi:

Nakua H, Hawco C, Forde N, Jacobs G, Joseph M, Voineskos A, Wheeler A, Lai MC, Stazmari P, Kelley E, Liu X, Georgiades S, Nicolson R, Schachar R, Crosbie J, Anagnostou E, Lerch J, Arnold P, Ameis S. 2021. Examination of Cortico-Amygdalar Connectivity and Externalizing/Internalizing Behaviors in a Transdiagnostic Sample of Children and Youth with Different Neurodevelopmental Disorders. Biological Psychiatry. 89, 9. doi:

McDonnell CG, DeLucia EA, Hayden EP, Penner M, Curcin K, Anagnostou E, Nicolson R, Kelley E, Georgiades S, Liu X, Stevenson RA. 2020. Sex Differences in Age of Diagnosis and First Concern among Children with Autism Spectrum Disorder. J Clin Child Adolesc Psychol. PMID: 33136459. doi:

McDonnell CG, DeLucia EA, Hayden EP, Anagnostou E, Nicolson R, Kelley E, Georgiades S, Liu X, Stevenson RA. 2020. An Exploratory Analysis of Predictors of Youth Suicide-Related Behaviors in Autism Spectrum Disorder: Implications for Prevention Science. J Autism Dev Disord. 50(10):3531-3544. PMID: 31820342. doi:

Sjaarda CP, Kaiser B, McNaughton AJM, Hudson ML, Harris-Lowe L, Lou K, Guerin A, Ayub M, Liu X. 2020. De novo duplication on chromosome 19 observed in nuclear family displaying neurodevelopmental disorders. Cold Spring Harb Mol Case Stud mcs.a004721. doi:

Trost B, Engchuan W, Nguyen CM, Thiruvahindrapuram B, Dolzhenko E, Backstrom I, Mirceta M, Mojarad, B A, Yin Y, Dov A, Chandrakumar I, Prasolava T, Shum N, Hamdan O, Pellecchia G, Howe JL, Whitney J, Klee E W, Baheti S, Amaral DG, Anagnostou E, Elsabbagh M, Fernandez BA, Hoang N, Lewis MES, Liu X, Sjaarda C, Smith IM, Szatmari P, Zwaigenbaum L, Glazer D, Hartley D, Stewart AK, Eberle MA, Sato N, Pearson CE, Scherer SW, Yuen RKC. 2020. Genome-wide detection of tandem DNA repeats that are expanded in autism. Nature. doi:https://doi:10.1038/s41586-020-2579-z

Choi EJ, Vandewouw MM, Taylor MJ, Arnold PD, Brian J, Crosbie J, Kelley E, Lai MC, Liu X, Schachar RJ, Lerch JP, Anagnostou E. 2020. Beyond diagnosis: Cross-diagnostic features in canonical resting-state networks in children with neurodevelopmental disorders. Neuroimage Clin. 28:102476. PMID: 33201803; PMCID: PMC7649647. doi:

Brierley NJ, McDonnell CG, Parks KMA, Schulz SE, Dalal TC, Kelley E, Anagnostou E, Nicolson R, Georgiades S, Crosbie J, Schachar R, Liu X, Stevenson RA. 2020. Factor Structure of Repetitive Behaviors Across Autism Spectrum Disorder and Attention-Deficit/Hyperactivity Disorder. J Autism Dev Disord. PMID: 33236274. doi:

Sanjeevan T, Hammill C, Brian J, Crosbie J, Schachar R, Kelley E, Liu X, Nicolson R, laboni A, Fragiadakis SD, Ristic L, Lerch JP, Anagnostou E. 2020. Exploring the Neural Structures Underlying the Procedural Memory Network as Predictors of Language Ability in Children and Adolescents With Autism Spectrum Disorder and Attention Deficit Hyperactivity Disorder. Frontiers in Human Neuroscience. 2020;14(546). doi: 10.3389/fnhum.2020.587019. doi:

Mahendiran T, Dupuis A, Crosbie J, Georgiades S, Kelley E, Liu X, Nicolson R, Schachar R, Anagnostou E, Brian J. 2019. Sex Differences in Social Adaptive Function in Autism Spectrum Disorder and Attention-Deficit Hyperactivity Disorder. Front Psychiatry. 10:607. PMID: 31572228; PMCID: PMC6751776. doi:

Callaghan DB, Rogic S, Tan PPC, Calli K, Qiao Y, Baldwin R, Jacobson M, Belmadani M, Holmes N, Yu C, Li Y, Li Y, Kurtzke FE, Kuzeljevic B, Yu AY, Hudson M, McNaughton AJM, Xu Y, Dionne-Laporte A, Girard S, Liang P, Separovic ER, Liu X, Rouleau G, Pavlidis P, Lewis MES. 2019. Whole genome sequencing and variant discovery in the ASPIRE autism spectrum disorder cohort. Clin. Genet, 96(3), 199-206. doi:

Cook E, Izukawa T, Young S, Rosen G, Jamali M, Zhang L, Johnson D, Bain E, Hilland J, Ferrone C, Buckstein J, Francis J, Momtaz B, McNaughton A, Liu X, Snetsinger B, Buckstein R, Rauh M. 2019. Comorbid and inflammatory characteristics of genetic subtypes of clonal hematopoiesis. Blood Advances, 3, 2482-2486. doi:

Feldman MA, Azzano A, Ward RA, Hudson M, Sjaarda, CP, Liu X. 2019. Relationship of family history conditions and early signs of autism spectrum disorder in low and high-risk infants. Research in Autism Spectrum Disorders, 65, 25-33. doi:

McDonnell C, DeLucia E, Hayden E, Anagnostou E, Nicolson R, Kelley E, Georgiades S, Liu X, Stevenson R. 2019. An Exploratory Analysis of Predictors of Youth Suicide-Related Behaviors in Autism Spectrum Disorder: Implications for Prevention Science. Journal of Autism and Developmental Disorders. doi:

Sjaarda CP, Sabbagh M, Wood S, Ward-King J, McNaughton AJM, Hudson ML, Tao M, Ayub M, Liu X. 2019. Homozygosity for the 10-repeat dopamine transporter (DAT1) allele is associated with reduced EEG response in males with ASD. Research in Autism Spectrum Disorders, 60, 25-35. doi:

Sjaarda CP, Wood S, McNaughton AJM, Taylor S, Hudson ML, Liu X, Guerin A, Ayub M. 2019. Exome sequencing identifies de novo splicing variant in XRCC6 in sporadic case of autism. Journal of Human Genetics. doi:

Zarrei M, Burton CL, Engchuan W, Young EJ, Higginbotham EJ, MacDonald JR, Trost B, Chan AJS, Walker S, Lamoureux S, Heung T, Mojarad BA, Kellam B, Paton T, Faheem, M., Miron K, Lu C, Wang T, Samler K, Wang X, Costain G, Hoang N, Pellecchia G, Wei J, Patel RV, Thiruvahindrapuram B, Roifman M, Merico D, Goodale T, Drmic I, Speevak M, Howe JL, Yuen RKC, Buchanan JA, Vorstman JAS, Marshall CR, Wintle RF, Rosenberg DR, Hanna GL, Woodbury-Smith M, Cytrynbaum C, Zwaigenbaum L, Elsabbagh M, Flanagan J, Fernandez BA, Carter MT, Szatmari P, Roberts W, Lerch J, Liu X, Nicolson R, Georgiades S, Weksberg R, Arnold PD, Bassett AS, Crosbie J, Schachar R, Stavropoulos DJ, Anagnostou E, Scherer SW 2019. A large data resource of genomic copy number variation across neurodevelopmental disorders. npj Genomic Medicine, 4(1), 26. doi:

Zhao Y, Tyrishkin K, Sjaarda C, Khanal P, Stafford J, Rauh M, Liu X, Babak T, Yang X. (2019). A one-step tRNA-CRISPR system for genome-wide genetic interaction mapping in mammalian cells. Scientific Reports. doi:

Normandeau CP, Ventura-Silva AP, Hawken ER, Angelis S, Sjaarda C, Liu X, Pego JM, Dumont EC 2018. A Key Role for Neurotensin in Chronic-Stress-Induced Anxiety-Like Behavior in Rats. Neuropsychopharmacology, 43(2), 285-293. doi:

Cohen I, Liu X, Hudson M, Gillis J, Cavalari R, Romanczyk R, Karmel B, Gardner J. 2017. Level 2 Screening With the PDD Behavior Inventory: Subgroup Profiles and Implications for Differential Diagnosis. Canadian Journal of School Psychology, 32, 299-315. doi:

Li W, Zhang L, Luo X, Liu B, Liu Z, Lin F, Liu Z, Xie Y, Hudson M, Rathod S, Husain N, Liu X, Ayub M, Naeem F. 2017. A qualitative study to explore views of patients’ , carers’ and mental health professionals’ to inform cultural adaptation of CBT for psychosis (CBTp) in China. BMC Psychiatry, 17. doi:

Sjaarda CP, Hecht P, McNaughton AJM, Zhou A, Hudson ML, Will MJ, Smith G, Ayub M, Liang P, Chen N, Beversdorf D, Liu X. 2017. Interplay between maternal Slc6a4 mutation and prenatal stress: a possible mechanism for autistic behavior development. Sci. Rep, 7(1), 8735. doi:

Tan YQ, Tu C, Meng L, Yuan S, Sjaarda C, Luo A, Du J, Li W, Gong F, Zhong C, Deng HX, Lu G, Liang P, Lin G. 2017. Loss-of-function mutations in TDRD7 lead to a rare novel syndrome combining congenital cataract and nonobstructive azoospermia in humans. Genet. Med. doi:

Xi Y, Arbabi A, McNaughton A, Hamilton A, Hull D, Perras H, Chiu T, Morrison S, Goldsmith C, Creede E, Anger G, Honeywell C, Cloutier M, Macchio N, Kiss C, Liu X, Crocker S, Davies G, Brudno M, Armour C. 2017. Noninvasive Prenatal Detection of Trisomy 21 by Targeted Semiconductor Sequencing: A Technical Feasibility Study. Fetal diagnosis and therapy, 42. doi:

Yuen RKC, Merico D, Bookman M, Howe L, Thiruvahindrapuram B, Patel RV, Whitney J, Deflaux N, Bingham J, Wang Z, Pellecchia, G, Buchanan JA, Walker S, Marshall CR, Uddin M, Zarrei M, Deneault E, D’Abate L, Chan AJ, Koyanagi S, Paton T, Pereira SL, Hoang N, Engchuan W, Higginbotham EJ, Ho K, Lamoureux S, Li W, MacDonald JR, Nalpathamkalam T, Sung WW, Tsoi FJ, Wei, J, Xu L, Tasse AM, Kirby E, Van EW, Twigger S, Roberts W, Drmic, I, Jilderda S, Modi B. M, Kellam B, Szego M, Cytrynbaum C, Weksberg R, Zwaigenbaum L, Woodbury-Smith M, Brian J, Senman L, Iaboni A, Doyle-Thomas K, Thompson A, Chrysler C, Leef J, Savion-Lemieux T, Smith IM, Liu X, Nicolson R, Seifer V, Fedele A, Cook EH, Dager S, Estes A, Gallagher L, Malow BA, Parr JR, Spence SJ, Vorstman J, Frey BJ, Robinson JT, Strug LJ, Fernandez BA, Elsabbagh M, Carter MT, Hallmayer J, Knoppers BM, Anagnostou E, Szatmari P, Ring RH, Glazer D, Pletcher MT, Scherer SW. 2017. Whole genome sequencing resource identifies 18 new candidate genes for autism spectrum disorder. Nat. Neurosci, 20(4), 602-611. doi:

Cohen I, Liu X, Hudson M, Gillis J, Cavalari R, Romanczyk R, Karmel B, Gardner J. 2016. Using the PDD Behavior Inventory as a Level 2 Screener: A Classification and Regression Trees Analysis. Journal of Autism and Developmental Disorders, 46, 3006-3022. doi:

Hecht P, Hudson M, Connors S, Tilley M, Liu X, Beversdorf D. 2016. Maternal serotonin transporter genotype affects risk for ASD with exposure to prenatal stress. Autism research : official journal of the International Society for Autism Research, 9. doi:

Tan P, Rogic S, Zoubarev A, McDonald C, Lui F, Charathsandran G, Jacobson M, Belmadani M, Leong J, Van Rossum T, Portales-Casamar E, Qiao Y, Calli K, Liu X, Hudson M, Rajcan-Separovic E, Lewis MES, Pavlidis P. 2016. Interactive Exploration, Analysis and Visualization of Complex Phenome-Genome Datasets with ASPIREdb. Human mutation, 37. doi:

Wang C, Hudson M, Liu X, Ward R, Feldman M. 2016. Parent Prediction of Autism Spectrum Disorder in Infants at Risk: A Follow-up Study. Journal of Child and Family Studies. doi:

Feldman M, Hendry A, Ward R, Hudson M, Liu X. 2015. Behavioral Development and Sociodemographics of Infants and Young Children at Higher and Lower Risk for Autism Spectrum Disorders. Journal of Autism and Developmental Disorders, 45, 1167-1175. doi:

Heidari A, Tongsook C, Najafipour R, Musante L, Vasli N, Garshasbi M, Hu H, Mittal K, McNaughton A, Sritharan K, Hudson M, Stehr H, Talebi S, Moradi M, Darvish H, Rafiq A, Mozhdehipanah H, Rashidinejad A, Samiei S, Vincent J. (2015). Mutations in the Histamine N-Methyltransferase gene, HNMT, are Associated with Non-Syndromic Autosomal Recessive Intellectual Disability. Human Molecular Genetics, 24. doi:

Liu Y, Li J, Liu X, Liu X, Khawar W, Zhang X, Wang F, Chen X, Sun Z. (2015). Quantitative Risk Stratification of Oral Leukoplakia with Exfoliative Cytology. PLOS ONE, 10, e0126760. doi:

Shi LJ, Jianjun O, Gong JB, Wang, SH., Zhou Y, Zhu FR, Liu X, Zhao J, Luo X-R. 2015. Broad autism phenotype features of Chinese parents with autistic children and their associations with severity of social impairment in probands. BMC Psychiatry, 15, 168. doi:

Wallace J, Hall G, Yin Z, Liu X. 2015. Determination of Algae and Macrophyte Species Distribution in Three Wastewater Stabilization Ponds Using Metagenomics Analysis. Water, 7, 3225-3242. doi: