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Page 1
Using polygenic scores and clinical data for bipolar disorder patient stratification and lithium response prediction: machine learning approach.
Cearns M, Amare AT, Schubert KO, Thalamuthu A, Frank J, Streit F, Adli M, Akula N, Akiyama K, Ardau R, Arias B, Aubry JM, Backlund L, Bhattacharjee AK, Bellivier F, Benabarre A, Bengesser S, Biernacka JM, Birner A, Brichant-Petitjean C, Cervantes P, Chen HC, Chillotti C, Cichon S, Cruceanu C, Czerski PM, Dalkner N, Dayer A, Degenhardt F, Zompo MD, DePaulo JR, Étain B, Falkai P, Forstner AJ, Frisen L, Frye MA, Fullerton JM, Gard S, Garnham JS, Goes FS, Grigoroiu-Serbanescu M, Grof P, Hashimoto R, Hauser J, Heilbronner U, Herms S, Hoffmann P, Hofmann A, Hou L, Hsu YH, Jamain S, Jiménez E, Kahn JP, Kassem L, Kuo PH, Kato T, Kelsoe J, Kittel-Schneider S, Kliwicki S, König B, Kusumi I, Laje G, Landén M, Lavebratt C, Leboyer M, Leckband SG, Maj M; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium; Manchia M, Martinsson L, McCarthy MJ, McElroy S, Colom F, Mitjans M, Mondimore FM, Monteleone P, Nievergelt CM, Nöthen MM, Novák T, O'Donovan C, Ozaki N, Millischer V, Papiol S, Pfennig A, Pisanu C, Potash JB, Reif A, Reininghaus E, Rouleau GA, Rybakowski JK, Schalling M, Schofield PR, Schweizer BW, Severino G, Shekhtman T, Shilling PD, Shimoda K, Simhandl C… See abstract for full author list ➔ Cearns M, et al. Br J Psychiatry. 2022 Feb 28:1-10. doi: 10.1192/bjp.2022.28. Online ahead of print. Br J Psychiatry. 2022. PMID: 35225756
Large-scale evidence for an association between low-grade peripheral inflammation and brain structural alterations in major depression in the BiDirect study.
Opel N, Cearns M, Clark S, Toben C, Grotegerd D, Heindel W, Kugel H, Teuber A, Minnerup H, Berger K, Dannlowski U, Baune BT. Opel N, et al. Among authors: cearns m. J Psychiatry Neurosci. 2019 Nov 1;44(6):423-431. doi: 10.1503/jpn.180208. J Psychiatry Neurosci. 2019. PMID: 31304733 Free PMC article.
Association of polygenic score for major depression with response to lithium in patients with bipolar disorder.
Amare AT, Schubert KO, Hou L, Clark SR, Papiol S, Cearns M, Heilbronner U, Degenhardt F, Tekola-Ayele F, Hsu YH, Shekhtman T, Adli M, Akula N, Akiyama K, Ardau R, Arias B, Aubry JM, Backlund L, Bhattacharjee AK, Bellivier F, Benabarre A, Bengesser S, Biernacka JM, Birner A, Brichant-Petitjean C, Cervantes P, Chen HC, Chillotti C, Cichon S, Cruceanu C, Czerski PM, Dalkner N, Dayer A, Del Zompo M, DePaulo JR, Étain B, Jamain S, Falkai P, Forstner AJ, Frisen L, Frye MA, Fullerton JM, Gard S, Garnham JS, Goes FS, Grigoroiu-Serbanescu M, Grof P, Hashimoto R, Hauser J, Herms S, Hoffmann P, Hofmann A, Jiménez E, Kahn JP, Kassem L, Kuo PH, Kato T, Kelsoe JR, Kittel-Schneider S, Kliwicki S, König B, Kusumi I, Laje G, Landén M, Lavebratt C, Leboyer M, Leckband SG, Tortorella A, Manchia M, Martinsson L, McCarthy MJ, McElroy SL, Colom F, Mitjans M, Mondimore FM, Monteleone P, Nievergelt CM, Nöthen MM, Novák T, O'Donovan C, Ozaki N, Ösby U, Pfennig A, Potash JB, Reif A; Major Depressive Disorder Working Group of the Psychiatric Genomics Consortium; Reininghaus E, Rouleau GA, Rybakowski JK, Schalling M, Schofield PR, Schweizer BW, Severino G, Shilling PD, Shimoda K, Simhandl C, Slaney CM… See abstract for full author list ➔ Amare AT, et al. Among authors: cearns m. Mol Psychiatry. 2021 Jun;26(6):2457-2470. doi: 10.1038/s41380-020-0689-5. Epub 2020 Mar 16. Mol Psychiatry. 2021. PMID: 32203155 Free article.
Systematic misestimation of machine learning performance in neuroimaging studies of depression.
Flint C, Cearns M, Opel N, Redlich R, Mehler DMA, Emden D, Winter NR, Leenings R, Eickhoff SB, Kircher T, Krug A, Nenadic I, Arolt V, Clark S, Baune BT, Jiang X, Dannlowski U, Hahn T. Flint C, et al. Among authors: cearns m. Neuropsychopharmacology. 2021 Jul;46(8):1510-1517. doi: 10.1038/s41386-021-01020-7. Epub 2021 May 6. Neuropsychopharmacology. 2021. PMID: 33958703 Free PMC article.
From multivariate methods to an AI ecosystem.
Winter NR, Cearns M, Clark SR, Leenings R, Dannlowski U, Baune BT, Hahn T. Winter NR, et al. Among authors: cearns m. Mol Psychiatry. 2021 Nov;26(11):6116-6120. doi: 10.1038/s41380-021-01116-y. Epub 2021 May 12. Mol Psychiatry. 2021. PMID: 33981009 Free PMC article. No abstract available.
HLA-DRB1 and HLA-DQB1 genetic diversity modulates response to lithium in bipolar affective disorders.
Le Clerc S, Lombardi L, Baune BT, Amare AT, Schubert KO, Hou L, Clark SR, Papiol S, Cearns M, Heilbronner U, Degenhardt F, Tekola-Ayele F, Hsu YH, Shekhtman T, Adli M, Akula N, Akiyama K, Ardau R, Arias B, Aubry JM, Backlund L, Bhattacharjee AK, Bellivier F, Benabarre A, Bengesser S, Biernacka JM, Birner A, Brichant-Petitjean C, Cervantes P, Chen HC, Chillotti C, Cichon S, Cruceanu C, Czerski PM, Dalkner N, Dayer A, Del Zompo M, DePaulo JR, Étain B, Jamain S, Falkai P, Forstner AJ, Frisen L, Frye MA, Fullerton JM, Gard S, Garnham JS, Goes FS, Grigoroiu-Serbanescu M, Grof P, Hashimoto R, Hauser J, Herms S, Hoffmann P, Jiménez E, Kahn JP, Kassem L, Kuo PH, Kato T, Kelsoe JR, Kittel-Schneider S, Ferensztajn-Rochowiak E, König B, Kusumi I, Laje G, Landén M, Lavebratt C, Leckband SG, Tortorella A, Manchia M, Martinsson L, McCarthy MJ, McElroy SL, Colom F, Millischer V, Mitjans M, Mondimore FM, Monteleone P, Nievergelt CM, Nöthen MM, Novák T, O'Donovan C, Ozaki N, Ösby U, Pfennig A, Potash JB, Reif A, Reininghaus E, Rouleau GA, Rybakowski JK, Schalling M, Schofield PR, Schweizer BW, Severino G, Shilling PD, Shimoda K, Simhandl C, Slaney CM, Pisanu C, Squassina A, Stamm T, Stopkov… See abstract for full author list ➔ Le Clerc S, et al. Among authors: cearns m. Sci Rep. 2021 Sep 8;11(1):17823. doi: 10.1038/s41598-021-97140-7. Sci Rep. 2021. PMID: 34497278 Free PMC article.
40 results