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  <ref-type name="Journal Article">17</ref-type>
  <contributors>
    <authors>
      <author>Amare, Azmeraw T</author>
      <author>Thalamuthu, Anbupalam</author>
      <author>Schubert, Klaus Oliver</author>
      <author>Fullerton, Janice M</author>
      <author>Ahmed, Muktar</author>
      <author>Hartmann, Simon</author>
      <author>Papiol, Sergi</author>
      <author>Heilbronner, Urs</author>
      <author>Degenhardt, Franziska</author>
      <author>Tekola-Ayele, Fasil</author>
      <author>Hou, Liping</author>
      <author>Hsu, Yi-Hsiang</author>
      <author>Shekhtman, Tatyana</author>
      <author>Adli, Mazda</author>
      <author>Akula, Nirmala</author>
      <author>Akiyama, Kazufumi</author>
      <author>Ardau, Raffaella</author>
      <author>Arias, Bárbara</author>
      <author>Aubry, Jean-Michel</author>
      <author>Hasler, Roland</author>
      <author>Richard-Lepouriel, Hélène</author>
      <author>Perroud, Nader</author>
      <author>Backlund, Lena</author>
      <author>Bhattacharjee, Abesh Kumar</author>
      <author>Bellivier, Frank</author>
      <author>Benabarre, Antonio</author>
      <author>Bengesser, Susanne</author>
      <author>Biernacka, Joanna M</author>
      <author>Birner, Armin</author>
      <author>Marie-Claire, Cynthia</author>
      <author>Cervantes, Pablo</author>
      <author>Chen, Hsi-Chung</author>
      <author>Chillotti, Caterina</author>
      <author>Cichon, Sven</author>
      <author>Cruceanu, Cristiana</author>
      <author>Czerski, Piotr M</author>
      <author>Dalkner, Nina</author>
      <author>Del Zompo, Maria</author>
      <author>DePaulo, J Raymond</author>
      <author>Étain, Bruno</author>
      <author>Jamain, Stephane</author>
      <author>Falkai, Peter</author>
      <author>Forstner, Andreas J</author>
      <author>Frisen, Louise</author>
      <author>Frye, Mark A</author>
      <author>Gard, Sébastien</author>
      <author>Garnham, Julie S</author>
      <author>Goes, Fernando S</author>
      <author>Grigoroiu-Serbanescu, Maria</author>
      <author>Fallgatter, Andreas</author>
      <author>Stegmaier, Sophia</author>
      <author>Ethofer, Thomas</author>
      <author>Biere, Silvia</author>
      <author>Petrova, Kristiyana</author>
      <author>Schuster, Ceylan</author>
      <author>Adorjan, Kristina</author>
      <author>Budde, Monika</author>
      <author>Heilbronner, Maria</author>
      <author>Kalman, Janos L</author>
      <author>Kohshour, Mojtaba Oraki</author>
      <author>Reich-Erkelenz, Daniela</author>
      <author>Schaupp, Sabrina K</author>
      <author>Schulte, Eva C</author>
      <author>Senner, Fanny</author>
      <author>Vogl, Thomas</author>
      <author>Anghelescu, Ion-George</author>
      <author>Arolt, Volker</author>
      <author>Dannlowski, Udo</author>
      <author>Dietrich, Detlef</author>
      <author>Figge, Christian</author>
      <author>Jäger, Markus</author>
      <author>Lang, Fabian U</author>
      <author>Juckel, Georg</author>
      <author>Konrad, Carsten</author>
      <author>Reimer, Jens</author>
      <author>Schmauß, Max</author>
      <author>Schmitt, Andrea</author>
      <author>Spitzer, Carsten</author>
      <author>von Hagen, Martin</author>
      <author>Wiltfang, Jens</author>
      <author>Zimmermann, Jörg</author>
      <author>Andlauer, Till F M</author>
      <author>Fischer, Andre</author>
      <author>Bermpohl, Felix</author>
      <author>Ritter, Philipp</author>
      <author>Matura, Silke</author>
      <author>Gryaznova, Anna</author>
      <author>Falkenberg, Irina</author>
      <author>Yildiz, Cüneyt</author>
      <author>Kircher, Tilo</author>
      <author>Schmidt, Julia</author>
      <author>Koch, Marius</author>
      <author>Gade, Kathrin</author>
      <author>Trost, Sarah</author>
      <author>Haussleiter, Ida S</author>
      <author>Lambert, Martin</author>
      <author>Rohenkohl, Anja C</author>
      <author>Kraft, Vivien</author>
      <author>Grof, Paul</author>
      <author>Hashimoto, Ryota</author>
      <author>Hauser, Joanna</author>
      <author>Herms, Stefan</author>
      <author>Hoffmann, Per</author>
      <author>Jiménez, Esther</author>
      <author>Kahn, Jean-Pierre</author>
      <author>Kassem, Layla</author>
      <author>Kuo, Po-Hsiu</author>
      <author>Kato, Tadafumi</author>
      <author>Kelsoe, John</author>
      <author>Kittel-Schneider, Sarah</author>
      <author>Ferensztajn-Rochowiak, Ewa</author>
      <author>König, Barbara</author>
      <author>Kusumi, Ichiro</author>
      <author>Laje, Gonzalo</author>
      <author>Landén, Mikael</author>
      <author>Lavebratt, Catharina</author>
      <author>Leboyer, Marion</author>
      <author>Leckband, Susan G</author>
      <author>Tortorella, Alfonso</author>
      <author>Manchia, Mirko</author>
      <author>Martinsson, Lina</author>
      <author>McCarthy, Michael J</author>
      <author>McElroy, Susan</author>
      <author>Colom, Francesc</author>
      <author>Millischer, Vincent</author>
      <author>Mitjans, Marina</author>
      <author>Mondimore, Francis M</author>
      <author>Monteleone, Palmiero</author>
      <author>Nievergelt, Caroline M</author>
      <author>Nöthen, Markus M.</author>
      <author>Novák, Tomas</author>
      <author>O'Donovan, Claire</author>
      <author>Ozaki, Norio</author>
      <author>Pfennig, Andrea</author>
      <author>Pisanu, Claudia</author>
      <author>Potash, James B</author>
      <author>Reif, Andreas</author>
      <author>Reininghaus, Eva</author>
      <author>Rouleau, Guy A</author>
      <author>Rybakowski, Janusz K</author>
      <author>Schalling, Martin</author>
      <author>Schofield, Peter R</author>
      <author>Schweizer, Barbara W</author>
      <author>Severino, Giovanni</author>
      <author>Shilling, Paul D</author>
      <author>Shimoda, Katzutaka</author>
      <author>Simhandl, Christian</author>
      <author>Slaney, Claire M</author>
      <author>Squassina, Alessio</author>
      <author>Stamm, Thomas</author>
      <author>Stopkova, Pavla</author>
      <author>Maj, Mario</author>
      <author>Turecki, Gustavo</author>
      <author>Vieta, Eduard</author>
      <author>Veeh, Julia</author>
      <author>Witt, Stephanie H</author>
      <author>Wright, Adam</author>
      <author>Zandi, Peter P</author>
      <author>Mitchell, Philip B</author>
      <author>Bauer, Michael</author>
      <author>Alda, Martin</author>
      <author>Rietschel, Marcella</author>
      <author>McMahon, Francis J</author>
      <author>Schulze, Thomas G</author>
      <author>Clark, Scott R</author>
      <author>Baune, Bernhard T</author>
    </authors>
    <subsidiary-authors>
      <author>AG Wiltfang</author>
      <author>AG Fischer</author>
    </subsidiary-authors>
  </contributors>
  <titles>
    <title>Association of polygenic score and the involvement of cholinergic and glutamatergic pathways with lithium treatment response in patients with bipolar disorder.</title>
    <secondary-title>Molecular psychiatry</secondary-title>
  </titles>
  <periodical>
    <full-title>Molecular psychiatry</full-title>
  </periodical>
  <publisher>Macmillan</publisher>
  <pub-location>London</pub-location>
  <isbn>1359-4184</isbn>
  <electronic-resource-num>10.1038/s41380-023-02149-1</electronic-resource-num>
  <language>English</language>
  <pages>5251 - 5261</pages>
  <number>12</number>
  <volume>28</volume>
  <abstract>Lithium is regarded as the first-line treatment for bipolar disorder (BD), a severe and disabling mental health disorder that affects about 1% of the population worldwide. Nevertheless, lithium is not consistently effective, with only 30% of patients showing a favorable response to treatment. To provide personalized treatment options for bipolar patients, it is essential to identify prediction biomarkers such as polygenic scores. In this study, we developed a polygenic score for lithium treatment response (Li+PGS) in patients with BD. To gain further insights into lithium's possible molecular mechanism of action, we performed a genome-wide gene-based analysis. Using polygenic score modeling, via methods incorporating Bayesian regression and continuous shrinkage priors, Li+PGS was developed in the International Consortium of Lithium Genetics cohort (ConLi+Gen: N = 2367) and replicated in the combined PsyCourse (N = 89) and BipoLife (N = 102) studies. The associations of Li+PGS and lithium treatment response - defined in a continuous ALDA scale and a categorical outcome (good response vs. poor response) were tested using regression models, each adjusted for the covariates: age, sex, and the first four genetic principal components. Statistical significance was determined at P &lt; 0.05. Li+PGS was positively associated with lithium treatment response in the ConLi+Gen cohort, in both the categorical (P = 9.8 × 10-12, R2 = 1.9%) and continuous (P = 6.4 × 10-9, R2 = 2.6%) outcomes. Compared to bipolar patients in the 1st decile of the risk distribution, individuals in the 10th decile had 3.47-fold (95%CI: 2.22-5.47) higher odds of responding favorably to lithium. The results were replicated in the independent cohorts for the categorical treatment outcome (P = 3.9 × 10-4, R2 = 0.9%), but not for the continuous outcome (P = 0.13). Gene-based analyses revealed 36 candidate genes that are enriched in biological pathways controlled by glutamate and acetylcholine. Li+PGS may be useful in the development of pharmacogenomic testing strategies by enabling a classification of bipolar patients according to their response to treatment.</abstract>
  <notes/>
  <label>PUB:(DE-HGF)16, ; 0, ; </label>
  <keywords>
    <keyword>Bipolar Disorder: drug therapy</keyword>
    <keyword>Bipolar Disorder: genetics</keyword>
    <keyword>Humans</keyword>
    <keyword>Female</keyword>
    <keyword>Male</keyword>
    <keyword>Multifactorial Inheritance: genetics</keyword>
    <keyword>Adult</keyword>
    <keyword>Middle Aged</keyword>
    <keyword>Lithium: therapeutic use</keyword>
    <keyword>Lithium: pharmacology</keyword>
    <keyword>Treatment Outcome</keyword>
    <keyword>Bayes Theorem</keyword>
    <keyword>Genome-Wide Association Study: methods</keyword>
    <keyword>Glutamic Acid: metabolism</keyword>
    <keyword>Cohort Studies</keyword>
    <keyword>Lithium Compounds: therapeutic use</keyword>
    <keyword>Lithium Compounds: pharmacology</keyword>
    <keyword>Acetylcholine: metabolism</keyword>
    <keyword>Polymorphism, Single Nucleotide: genetics</keyword>
    <keyword>Antimanic Agents: therapeutic use</keyword>
    <keyword>Antimanic Agents: pharmacology</keyword>
    <keyword>Lithium</keyword>
    <keyword>Glutamic Acid</keyword>
    <keyword>Lithium Compounds</keyword>
    <keyword>Acetylcholine</keyword>
    <keyword>Antimanic Agents</keyword>
  </keywords>
  <accession-num/>
  <work-type>Journal Article</work-type>
  <dates>
    <pub-dates>
      <year>2023</year>
    </pub-dates>
  </dates>
  <accession-num>DZNE-2024-00517</accession-num>
  <year>2023</year>
  <custom2>pmc:PMC11041653</custom2>
  <custom6>pmid:37433967</custom6>
  <urls>
    <related-urls>
      <url>https://pub.dzne.de/record/269348</url>
      <url>https://doi.org/10.1038/s41380-023-02149-1</url>
    </related-urls>
  </urls>
</record>

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