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Xiaoran Tong, Ph.D.

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20162023

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  • 2023

    Expectile Neural Networks for Genetic Data Analysis of Complex Diseases

    Lin, J., Tong, X., Li, C. & Lu, Q., Jan 1 2023, In: IEEE/ACM Transactions on Computational Biology and Bioinformatics. 20, 1, p. 352-359 8 p.

    Research output: Contribution to journal › Article › peer-review

  • 2022

    Fast heritability estimation based on MINQUE and batch training

    Tang, M., Hou, T., Tong, X., Shen, X., Zhang, X., Wang, T. & Lu, Q., May 1 2022, In: Briefings in Bioinformatics. 23, 3, bbac115.

    Research output: Contribution to journal › Article › peer-review

  • Genome-wide Association Meta-analysis of Childhood and Adolescent Internalizing Symptoms

    Jami, E. S., Hammerschlag, A. R., Ip, H. F., Allegrini, A. G., Benyamin, B., Border, R., Diemer, E. W., Jiang, C., Karhunen, V., Lu, Y., Lu, Q., Mallard, T. T., Mishra, P. P., Nolte, I. M., Palviainen, T., Peterson, R. E., Sallis, H. M., Shabalin, A. A., Tate, A. E., Thiering, E., & 74 othersVilor-Tejedor, N., Wang, C., Zhou, A., Adkins, D. E., Alemany, S., Ask, H., Chen, Q., Corley, R. P., Ehli, E. A., Evans, L. M., Havdahl, A., Hagenbeek, F. A., Hakulinen, C., Henders, A. K., Hottenga, J. J., Korhonen, T., Mamun, A., Marrington, S., Neumann, A., Rimfeld, K., Rivadeneira, F., Silberg, J. L., van Beijsterveldt, C. E., Vuoksimaa, E., Whipp, A. M., Tong, X., Andreassen, O. A., Boomsma, D. I., Brown, S. A., Burt, S. A., Copeland, W., Dick, D. M., Harden, K. P., Harris, K. M., Hartman, C. A., Heinrich, J., Hewitt, J. K., Hopfer, C., Hypponen, E., Jarvelin, M. R., Kaprio, J., Keltikangas-Järvinen, L., Klump, K. L., Krauter, K., Kuja-Halkola, R., Larsson, H., Lehtimäki, T., Lichtenstein, P., Lundström, S., Maes, H. H., Magnus, P., Munafò, M. R., Najman, J. M., Njølstad, P. R., Oldehinkel, A. J., Pennell, C. E., Plomin, R., Reichborn-Kjennerud, T., Reynolds, C., Rose, R. J., Smolen, A., Snieder, H., Stallings, M., Standl, M., Sunyer, J., Tiemeier, H., Wadsworth, S. J., Wall, T. L., Whitehouse, A. J. O., Williams, G. M., Ystrøm, E., Nivard, M. G., Bartels, M. & Middeldorp, C. M., Jul 2022, In: Journal of the American Academy of Child and Adolescent Psychiatry. 61, 7, p. 934-945 12 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    8 Scopus citations
  • 2021

    Continuity of Genetic Risk for Aggressive Behavior Across the Life-Course

    Sep 2021, In: Behavior Genetics. 51, 5, p. 592-606 15 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    4 Scopus citations

  • Genetic association study of childhood aggression across raters, instruments, and age

    Ip, H. F., van der Laan, C. M., Krapohl, E. M. L., Brikell, I., Sánchez-Mora, C., Nolte, I. M., St Pourcain, B., Bolhuis, K., Palviainen, T., Zafarmand, H., Colodro-Conde, L., Gordon, S., Zayats, T., Aliev, F., Jiang, C., Wang, C. A., Saunders, G., Karhunen, V., Hammerschlag, A. R., Adkins, D. E., & 129 othersBorder, R., Peterson, R. E., Prinz, J. A., Thiering, E., Seppälä, I., Vilor-Tejedor, N., Ahluwalia, T. S., Day, F. R., Hottenga, J. J., Allegrini, A. G., Rimfeld, K., Chen, Q., Lu, Y., Martin, J., Soler Artigas, M., Rovira, P., Bosch, R., Español, G., Ramos Quiroga, J. A., Neumann, A., Ensink, J., Grasby, K., Morosoli, J. J., Tong, X., Marrington, S., Middeldorp, C., Scott, J. G., Vinkhuyzen, A., Shabalin, A. A., Corley, R., Evans, L. M., Sugden, K., Alemany, S., Sass, L., Vinding, R., Ruth, K., Tyrrell, J., Davies, G. E., Ehli, E. A., Hagenbeek, F. A., De Zeeuw, E., Van Beijsterveldt, T. C. E. M., Larsson, H., Snieder, H., Verhulst, F. C., Amin, N., Whipp, A. M., Korhonen, T., Vuoksimaa, E., Rose, R. J., Uitterlinden, A. G., Heath, A. C., Madden, P., Haavik, J., Harris, J. R., Helgeland, Ø., Johansson, S., Knudsen, G. P. S., Njolstad, P. R., Lu, Q., Rodriguez, A., Henders, A. K., Mamun, A., Najman, J. M., Brown, S., Hopfer, C., Krauter, K., Reynolds, C., Smolen, A., Stallings, M., Wadsworth, S., Wall, T. L., Silberg, J. L., Miller, A., Keltikangas-Järvinen, L., Hakulinen, C., Pulkki-Råback, L., Havdahl, A., Magnus, P., Raitakari, O. T., Perry, J. R. B., Llop, S., Lopez-Espinosa, M. J., Bønnelykke, K., Bisgaard, H., Sunyer, J., Lehtimäki, T., Arseneault, L., Standl, M., Heinrich, J., Boden, J., Pearson, J., Horwood, L. J., Kennedy, M., Poulton, R., Eaves, L. J., Maes, H. H., Hewitt, J., Copeland, W. E., Costello, E. J., Williams, G. M., Wray, N., Järvelin, M. R., McGue, M., Iacono, W., Caspi, A., Moffitt, T. E., Whitehouse, A., Pennell, C. E., Klump, K. L., Burt, S. A., Dick, D. M., Reichborn-Kjennerud, T., Martin, N. G., Medland, S. E., Vrijkotte, T., Kaprio, J., Tiemeier, H., Davey Smith, G., Hartman, C. A., Oldehinkel, A. J., Casas, M., Ribasés, M., Lichtenstein, P., Lundström, S., Plomin, R., Bartels, M., Nivard, M. G. & Boomsma, D. I., Dec 2021, In: Translational Psychiatry. 11, 1, 413.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    12 Scopus citations

  • Novel strategy for disease risk prediction incorporating predicted gene expression and DNA methylation data: a multi-phased study of prostate cancer

    Wu, C., Zhu, J., King, A., Tong, X., Lu, Q., Park, J. Y., Wang, L., Gao, G., Deng, H. W., Yang, Y., Knudsen, K. E., Rebbeck, T. R., Long, J., Zheng, W., Pan, W., Conti, D. V., Haiman, C. A. & Wu, L., Dec 2021, In: Cancer Communications. 41, 12, p. 1387-1397 11 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    2 Scopus citations

  • Polygenic Risk for Insomnia in Adolescents of Diverse Ancestry

    Ma, T., Chen, H., Lu, Q. & Tong, X., May 10 2021, In: Frontiers in Genetics. 12, 654717.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Scopus citations
  • 2019

    An integrative U method for joint analysis of multi-level omic data

    Geng, P., Tong, X. & Lu, Q., Apr 10 2019, In: BMC Genetics. 20, 1, 40.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Scopus citations

  • Considering genetic heterogeneity in the association analysis finds genes associated with nicotine dependence

    Zhang, X., Lan, T., Wang, T., Xue, W., Tong, X., Ma, T., Liu, G. & Lu, Q., 2019, In: Frontiers in Genetics. 10, MAY, 448.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    3 Scopus citations
  • 2018

    Detecting rare mutations with heterogeneous effects using a family-based genetic random field method

    Li, M., He, Z., Tong, X., Witte, J. S. & Lu, Q., Oct 2018, In: Genetics. 210, 2, p. 463-476 14 p.

    Research output: Contribution to journal › Article › peer-review

    4 Scopus citations
  • 2017

    A functional U-statistic method for association analysis of sequencing data

    Jadhav, S., Tong, X. & Lu, Q., Nov 2017, In: Genetic Epidemiology. 41, 7, p. 636-643 8 p.

    Research output: Contribution to journal › Article › peer-review

    4 Scopus citations

  • Genome-wide association studies of a broad spectrum of antisocial behavior

    Tielbeek, J. J., Johansson, A., Polderman, T. J. C., Rautiainen, M. R., Jansen, P., Taylor, M., Tong, X., Lu, Q., Burt, A. S., Tiemeier, H., Viding, E., Plomin, R., Martin, N. G., Heath, A. C., Madden, P. A. F., Montgomery, G., Beaver, K. M., Waldman, I., Gelernter, J., Kranzler, H. R., & 19 othersFarrer, L. A., Perry, J. R. B., Munafò, M., LoParo, D., Paunio, T., Tiihonen, J., Mous, S. E., Pappa, I., De Leeuw, C., Watanabe, K., Hammerschlag, A. R., Salvatore, J. E., Aliev, F., Bigdeli, T. B., Dick, D., Faraone, S. V., Popma, A., Medland, S. E. & Posthuma, D., Dec 2017, In: JAMA Psychiatry. 74, 12, p. 1242-1250 9 p.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    101 Scopus citations
  • 2016

    Genome-wide joint analysis of singlenucleotide variant sets and gene expression for hypertension and related phenotypes

    Tong, X., Wei, C. & Lu, Q., 2016, In: BMC Proceedings. 10, 36.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    2 Scopus citations

  • The impact of genetic structure on sequencing analysis

    Jadhav, S., Vsevolozhskaya, O. A., Tong, X. & Lu, Q., 2016, In: BMC Proceedings. 10, 60.

    Research output: Contribution to journal › Article › peer-review

    Open Access
    1 Scopus citations

  • Uncovering Local Trends in Genetic Effects of Multiple Phenotypes via Functional Linear Models

    Vsevolozhskaya, O. A., Zaykin, D. V., Barondess, D. A., Tong, X., Jadhav, S. & Lu, Q., Apr 1 2016, In: Genetic Epidemiology. 40, 3, p. 210-221 12 p.

    Research output: Contribution to journal › Article › peer-review

    9 Scopus citations
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