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To determine consensus on best practice for multi\u2010center studies for development of clinical applications. This paper presents the results of a two\u2010round formal consensus building exercise carried out by experts with HP [1\u2010\n                    <jats:sup>13<\/jats:sup>\n                    C]pyruvate human study experience. Twenty\u2010nine participants from 13 sites brought together expertise in pharmacy methods, MR physics, translational imaging, and data analysis with the goal of providing recommendations and best practice statements on conduct of multi\u2010center human studies of HP [1\u2010\n                    <jats:sup>13<\/jats:sup>\n                    C]pyruvate MRI. Overall, the group reached consensus on approximately two\u2010thirds of 246 statements in the questionnaire, covering HP\n                    <jats:sup>13<\/jats:sup>\n                    C\u2010pyruvate preparation; MRI system setup, calibration, and phantoms; acquisition and reconstruction; and data analysis and quantification. Consensus was present across categories. Examples include: (i) Different HP pyruvate preparation methods could be used in human studies, but the same release criteria have to be followed; (ii) site qualification and quality assurance must be performed with phantoms and the same field strength must be used, but the rest of the system setup and calibration methods could be determined by individual sites; (iii) the same pulse sequence and reconstruction methods were preferable, but the exact choice should be governed by the anatomical target; (iv) normalized metabolite area\u2010under\u2010curve values and metabolite area under curve were the preferred metabolism metrics. The consensus proces revealed that HP[1\u2010\n                    <jats:sup>13<\/jats:sup>\n                    C] pyruvate MRI as a technology has progressed sufficiently to plan multi\u2010center studies. The work confirmed areas of consensus for multi\u2010center study conduct and identified where further research is required to ascertain best practice.\n                  <\/jats:p>","DOI":"10.1002\/mrm.30570","type":"journal-article","created":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T08:22:03Z","timestamp":1750148523000},"page":"1386-1400","update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":22,"title":["Consensus recommendations for hyperpolarized [1\u2010\n                    <scp>\n                      <sup>13<\/sup>\n                      C\n                    <\/scp>\n                    ]pyruvate\n                    <scp>MRI<\/scp>\n                    multi\u2010center human studies"],"prefix":"10.1002","volume":"94","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1014-0870","authenticated-orcid":false,"given":"Shonit","family":"Punwani","sequence":"first","affiliation":[{"name":"Department of Radiology University College London Hospital NHS Foundation Trust  London UK"},{"name":"Centre for Medical Imaging University College London  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4183-3634","authenticated-orcid":false,"given":"Peder E. Z.","family":"Larson","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging University of California  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0317-2911","authenticated-orcid":false,"given":"Christoffer","family":"Laustsen","sequence":"additional","affiliation":[{"name":"The MR Research Center, Department of Clinical Medicine Aarhus University  Aarhus Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jan","family":"VanderMeulen","sequence":"additional","affiliation":[{"name":"Department of Health Services Research &amp; Policy London School of Hygiene &amp; Tropical Medicine  London UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6167-6926","authenticated-orcid":false,"given":"Jan Henrik","family":"Ardenkj\u00e6r\u2010Larsen","sequence":"additional","affiliation":[{"name":"Department of Health Technology Technical University of Denmark  Kgs. Lyngby Denmark"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Adam W.","family":"Autry","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging University of California  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"James A.","family":"Bankson","sequence":"additional","affiliation":[{"name":"Department of Imaging Physics The University of Texas MD Anderson Cancer Center  Houston Texas USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jenna","family":"Bernard","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging University of California  San Francisco California USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert","family":"Bok","sequence":"additional","affiliation":[{"name":"Department of Radiology and Biomedical Imaging University of California  San Francisco California 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