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@ARTICLE{Sharew:280742,
      author       = {Sharew, Nigussie T and Clark, Scott R and Papiol, Sergi and
                      Heilbronner, Urs and Degenhardt, Franziska and Fullerton,
                      Janice M and Hou, Liping and Shekhtman, Tatyana and Adli,
                      Mazda and Akula, Nirmala and Akiyama, Kazufumi and Ardau,
                      Raffaella and Arias, Bárbara and Hasler, Roland and
                      Richard-Lepouriel, Hélène and Perroud, Nader and Backlund,
                      Lena and Bhattacharjee, Abesh Kumar and Bellivier, Frank and
                      Benabarre, Antonio and Bengesser, Susanne and Biernacka,
                      Joanna M and Birner, Armin and Marie-Claire, Cynthia and
                      Cervantes, Pablo and Chen, Hsi-Chung and Chillotti, Caterina
                      and Cichon, Sven and Cruceanu, Cristiana and Czerski, Piotr
                      M and Dalkner, Nina and Del Zompo, Maria and DePaulo, J
                      Raymond and Étain, Bruno and Jamain, Stephane and Falkai,
                      Peter and Forstner, Andreas J and Frisen, Louise and Frye,
                      Mark A and Gard, Sébastien and Garnham, Julie S and Goes,
                      Fernando S and Grigoroiu-Serbanescu, Maria and Fallgatter,
                      Andreas and Stegmaier, Sophia and Ethofer, Thomas and Biere,
                      Silvia and Petrova, Kristiyana and Schuster, Ceylan and
                      Adorjan, Kristina and Budde, Monika and Heilbronner, Maria
                      and Kalman, Janos L and Kohshour, Mojtaba Oraki and
                      Reich-Erkelenz, Daniela and Schaupp, Sabrina K and Schulte,
                      Eva C and Senner, Fanny and Vogl, Thomas and Anghelescu,
                      Ion-George and Arolt, Volker and Dannlowski, Udo and
                      Dietrich, Detlef E and Figge, Christian and Jäger, Markus
                      and Lang, Fabian U and Juckel, Georg and Konrad, Carsten and
                      Reimer, Jens and Schmauß, Max and Schmitt, Andrea and
                      Spitzer, Carsten and von Hagen, Martin and Wiltfang, Jens
                      and Zimmermann, Jörg and Fischer, Andre and Bermpohl, Felix
                      and Ritter, Philipp and Matura, Silke and Gryaznova, Anna
                      and Falkenberg, Irina and Yildiz, Cüneyt and Kircher, Tilo
                      and Schmidt, Julia and Koch, Marius and Gade, Kathrin and
                      Trost, Sarah and Andlauer, Till F M and Haussleiter, Ida S
                      and Lambert, Martin and Rohenkohl, Anja C and Kraft, Vivien
                      and Grof, Paul and Hashimoto, Ryota and Hauser, Joanna and
                      Herms, Stefan and Hoffmann, Per and Jiménez, Esther and
                      Kahn, Jean-Pierre and Kassem, Layla and Kuo, Po-Hsiu and
                      Kato, Tadafumi and Kelsoe, John and Kittel-Schneider, Sarah
                      and Ferensztajn-Rochowiak, Ewa and König, Barbara and
                      Kusumi, Ichiro and Laje, Gonzalo and Landén, Mikael and
                      Lavebratt, Catharina and Leboyer, Marion and Leckband, Susan
                      G and Tortorella, Alfonso and Manchia, Mirko and Martinsson,
                      Lina and McCarthy, Michael J and McElroy, Susan and Colom,
                      Francesc and Millischer, Vincent and Mitjans, Marina and
                      Mondimore, Francis M and Monteleone, Palmiero and
                      Nievergelt, Caroline M and Nöthen, Markus M and Novák,
                      Tomas and O'Donovan, Claire and Ozaki, Norio and Pfennig,
                      Andrea and Pisanu, Claudia and Potash, James B and Reif,
                      Andreas and Reininghaus, Eva and Rouleau, Guy A and
                      Rybakowski, Janusz K and Schalling, Martin and Schofield,
                      Peter R and Schweizer, Barbara W and Severino, Giovanni and
                      Shilling, Paul D and Shimoda, Katzutaka and Simhandl,
                      Christian and Slaney, Claire M and Squassina, Alessio and
                      Stamm, Thomas and Stopkova, Pavla and Maj, Mario and
                      Turecki, Gustavo and Vieta, Eduard and Veeh, Julia and
                      Viswanath, Biju and Witt, Stephanie H and Wright, Adam and
                      Zandi, Peter P and Mitchell, Philip B and Bauer, Michael and
                      Alda, Martin and Rietschel, Marcella and McMahon, Francis J
                      and Schulze, Thomas G and Baune, Bernhard T and Schubert,
                      Klaus Oliver and Amare, Azmeraw T},
      title        = {{P}athway-{S}pecific {P}olygenic {S}cores for {P}redicting
                      {C}linical {L}ithium {T}reatment {R}esponse in {P}atients
                      {W}ith {B}ipolar {D}isorder.},
      journal      = {Biological psychiatry: global open science},
      volume       = {5},
      number       = {5},
      issn         = {2667-1743},
      address      = {Amsterdam},
      publisher    = {Elsevier},
      reportid     = {DZNE-2025-00963},
      pages        = {100558},
      year         = {2025},
      abstract     = {Polygenic scores (PGSs) hold the potential to identify
                      patients who respond favorably to specific psychiatric
                      treatments. However, their biological interpretation remains
                      unclear. In this study, we developed pathway-specific PGSs
                      (PSPGSs) for lithium response and assessed their association
                      with clinical lithium response in patients with bipolar
                      disorder.Using sets of genes involved in pathways affected
                      by lithium, we developed 9 PSPGSs and evaluated their
                      associations with lithium response in the International
                      Consortium on Lithium Genetics (ConLi+Gen) (N = 2367), with
                      validation in combined PsyCourse (Pathomechanisms and
                      Signatures in the Longitudinal Course of Psychosis) (N =
                      105) and BipoLife (N = 102) cohorts. The association between
                      each PSPGS and lithium response-defined both as a continuous
                      ALDA score and a categorical outcome (good vs. poor
                      responses)-was evaluated using regression models, with
                      adjustment for confounders. The cutoff for a significant
                      association was p < .05 after multiple testing
                      correction.The PGSs for acetylcholine, GABA
                      (gamma-aminobutyric acid), and mitochondria were associated
                      with response to lithium in both categorical and continuous
                      outcomes. However, the PGSs for calcium channel, circadian
                      rhythm, and GSK (glycogen synthase kinase) were associated
                      only with the continuous outcome. Each score explained
                      $0.29\%$ to $1.91\%$ of the variance in the categorical and
                      $0.30\%$ to $1.54\%$ of the variance in the continuous
                      outcomes. A multivariate model combining PSPGSs that showed
                      significant associations in the univariate analysis
                      (combined PSPGS) increased the percentage of variance
                      explained (R 2) to $3.71\%$ and $3.18\%$ for the categorical
                      and continuous outcomes, respectively. Associations for PGSs
                      for GABA and circadian rhythm were replicated. Patients with
                      the highest genetic loading (10th decile) for acetylcholine
                      variants were 3.03 times more likely $(95\%$ CI, 1.95 to
                      4.69) to show a good lithium response (categorical outcome)
                      than patients with the lowest genetic loading (1st
                      decile).PSPGSs achieved predictive performance comparable to
                      the conventional genome-wide PGSs, with the added advantage
                      of biological interpretability using a smaller list of
                      genetic variants.},
      keywords     = {Bipolar disorder (Other) / Lithium (Other) /
                      Pharmacogenomics (Other) / Polygenic score (Other) /
                      Psychiatry (Other)},
      cin          = {AG Wiltfang / AG Fischer},
      ddc          = {610},
      cid          = {I:(DE-2719)1410006 / I:(DE-2719)1410002},
      pnm          = {353 - Clinical and Health Care Research (POF4-353) / 352 -
                      Disease Mechanisms (POF4-352)},
      pid          = {G:(DE-HGF)POF4-353 / G:(DE-HGF)POF4-352},
      typ          = {PUB:(DE-HGF)16},
      pubmed       = {pmid:40821394},
      pmc          = {pmc:PMC12357302},
      doi          = {10.1016/j.bpsgos.2025.100558},
      url          = {https://pub.dzne.de/record/280742},
}