Prof. XUE Haoran (薛浩然)

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Research Output

  1. 2024
  2. Published

    Inferring causal direction between two traits using R2 with application to transcriptome-wide association studies

    Liao, H., Xue, H. & Pan, W., 8 Aug 2024, In: American Journal of Human Genetics. 111, 8, p. 1782-1795

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  3. Genetic correlation and causal associations between circulating C-reactive protein levels and lung cancer risk

    Shi, J., Wen, W., Long, J., Xue, H., Yang, Y., Tao, R. & Pan, W. & 2 others, Shu, X.-O. & Cai, Q., Jun 2024, In: Cancer Causes & Control. 35, 6, p. 897-906

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  4. Published

    Inference of nonlinear causal effects with application to TWAS with GWAS summary data

    Dai, B., Li, C., Xue, H., Pan, W. & Shen, X., Apr 2024, Proceedings of the Third Conference on Causal Learning and Reasoning. Locatello, F. & Didelez, V. (eds.). ML Research Press, Vol. 236. p. 793-826

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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  5. Published

    Collider bias correction for multiple covariates in GWAS using robust multivariable Mendelian randomization

    Wang, P., Lin, Z., Xue, H. & Pan, W., 2024, In: PLoS Genetics. 20, 4, e1011246.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 1
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  6. 2023

  7. Robust multivariable Mendelian randomization based on constrained maximum likelihood

    Lin, Z., Xue, H. & Pan, W., 6 Apr 2023, In: American Journal of Human Genetics. 110, 4, p. 592-605

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 21
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  8. Deep Learning-Based Feature Extraction with MRI Data in Neuroimaging Genetics for Alzheimer’s Disease

    Chakraborty, D., Zhuang, Z., Xue, H., Fiecas, M. B., Shen, X. & Pan, W., Mar 2023, In: Genes. 14, 3, 626.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  9. Use of SAMe-TT2R2 in a racially diverse anticoagulation clinic: prediction of optimal anticoagulation

    Wang, K., Lu, Y., Simegn, M. A., Xue, H. & Asinger, R. W., Jan 2023, In: Journal of Thrombosis and Thrombolysis. 55, 1, p. 175-180

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 3
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  10. Causal Inference in Transcriptome-Wide Association Studies with Invalid Instruments and GWAS Summary Data

    Xue, H., Shen, X. & Pan, W., 2023, In: Journal of the American Statistical Association. 118, 543, p. 1525–1537

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 11
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  11. Published

    MendelianRandomization v0.9.0: updates to an R package for performing Mendelian randomization analyses using summarized data

    Patel, A., Ye, T., Xue, H., Lin, Z., Xu, S., Woolf, B. & Mason, A. M. & 1 others, Burgess, S., 2023, In: Wellcome Open Research. 8, 449.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 23
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  12. 2022

  13. Statistical power of transcriptome-wide association studies

    He, R., Xue, H. & Pan, W., Dec 2022, In: Genetic Epidemiology. 46, 8, p. 572-588

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  14. Impact of fetal expression quantitative trait loci on transcriptome-wide association study of childhood leukemia

    Yang, T., Mills, L. J., Xue, H., Raduski, A., Williams, L. A. & Spector, L. G., 1 Oct 2022, In: Human Molecular Genetics. 31, 19, p. 3207-3215

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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  15. Accounting for nonlinear effects of gene expression identifies additional associated genes in transcriptome-wide association studies

    Lin, Z., Xue, H., Malakhov, M. M., Knutson, K. A. & Pan, W., 15 Jul 2022, In: Human Molecular Genetics. 31, 14, p. 2462-2470

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 7
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  16. Robust inference of bi-directional causal relationships in presence of correlated pleiotropy with GWAS summary data

    Xue, H. & Pan, W., 2022, In: PLoS Genetics. 18, 5, e1010205.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 7
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  17. 2021

  18. Constrained maximum likelihood-based Mendelian randomization robust to both correlated and uncorrelated pleiotropic effects

    Xue, H., Shen, X. & Pan, W., 1 Jul 2021, In: American Journal of Human Genetics. 108, 7, p. 1251-1269

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 164
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  19. 2020

  20. Leveraging existing GWAS summary data of genetically correlated and uncorrelated traits to improve power for a new GWAS

    Xue, H., Wu, C. & Pan, W., Oct 2020, In: Genetic Epidemiology. 44, 7, p. 717-732

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  21. Some statistical consideration in transcriptome-wide association studies

    Xue, H. & Pan, W., Apr 2020, In: Genetic Epidemiology. 44, 3, p. 221-232

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 18
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  22. Inferring causal direction between two traits in the presence of horizontal pleiotropy with GWAS summary data

    Xue, H. & Pan, W., 2020, In: PLoS Genetics. 16, 11, e1009105.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 20
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