{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T22:00:43Z","timestamp":1793138443059,"version":"4.5.0"},"reference-count":38,"publisher":"American Medical Association (AMA)","issue":"7","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi230700-4\"><jats:title>Importance<\/jats:title><jats:p>Although professional soccer players appear to be at higher risk of neurodegenerative disease, the reason remains unknown.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi230700-5\"><jats:title>Objective<\/jats:title><jats:p>To examine whether heading frequency is associated with risk of cognitive impairment in retired professional soccer players.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi230700-6\"><jats:title>Design, Setting, and Participants<\/jats:title><jats:p>A UK nationwide cross-sectional study was conducted between August 15, 2020, and December 31, 2021, in 459 retired male professional soccer players older than 45 years and registered with the Professional Footballers\u2019 Association or a League Club Players\u2019 Association.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi230700-7\"><jats:title>Exposure<\/jats:title><jats:p>Data on heading frequency in 3 bands\u20140 to 5, 6 to 15, and more than 15 times per match or training session and other soccer-specific risk factors, such as player position and concussion\u2014were collected through a self-reported questionnaire.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi230700-8\"><jats:title>Main Outcomes and Measures<\/jats:title><jats:p>Cognitive impairment was defined using the Telephone Interview for Cognitive Status-modified as scores of less than or equal to 21. Hopkins Verbal Learning Test, verbal fluency, and independent activities of daily living were also assessed. Test Your Memory and physician-diagnosed dementia\/Alzheimer disease were self-reported via the questionnaire. Adjusted odds ratios (AORs) with 95% CIs were calculated.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi230700-9\"><jats:title>Results<\/jats:title><jats:p>Of 468 retired male professional soccer players who completed questionnaires (mean [SD] age, 63.68 [10.48]; body mass index, 27.22 [2.89]), 459 reported heading frequency: 114 headed 0 to 5 times, 185 headed 6 to 15 times, 160 headed more than 15 times per match, and 125 headed 0 to 5 times, 174 headed 6 to 15 times, and 160 headed more than 15 times per training session during their careers. The prevalence of cognitive impairment was 9.78% (0-5 times), 14.78% (6-15 times), and 15.20% (&amp;amp;gt;15 times) per match (<jats:italic>P<\/jats:italic>\u2009=\u2009.51). Compared with players reporting 0 to 5 headers per match, the AORs were 2.71 (95% CI, 0.89-8.25) for players reporting 6 to 15 headers per match and 3.53 (95% CI, 1.13-11.04) for players reporting more than 15 headers per match (<jats:italic>P<\/jats:italic>\u2009=\u2009.03 for trend). Corresponding AORs for heading frequency per training session were 2.38 (95% CI, 0.82-6.95) for those reporting 6 to 15, and 3.40 (95% CI, 1.13-10.23) for those reporting more than 15 in comparison with those who reported 0 to 5 (<jats:italic>P<\/jats:italic>\u2009=\u2009.03 for trend). Concussion involving memory loss was also associated with a greater risk of cognitive impairment (AOR, 3.16; 95% CI, 1.08-9.22). Similar results were observed with other cognitive tests and self-reported physician-diagnosed dementia\/Alzheimer disease.<\/jats:p><\/jats:sec><jats:sec id=\"ab-zoi230700-10\"><jats:title>Conclusions and Relevance<\/jats:title><jats:p>The findings of this study suggest that repetitive heading during a professional soccer career is associated with an increased risk of cognitive impairment in later life. Further study is needed to establish the upper threshold for heading frequency to mitigate this risk.<\/jats:p><\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2023.23822","type":"journal-article","created":{"date-parts":[[2023,7,17]],"date-time":"2023-07-17T15:33:10Z","timestamp":1689607990000},"page":"e2323822","source":"Crossref","is-referenced-by-count":36,"title":["Heading Frequency and Risk of Cognitive Impairment in Retired Male Professional Soccer Players"],"prefix":"10.1001","volume":"6","author":[{"given":"Shima","family":"Espahbodi","sequence":"first","affiliation":[{"name":"Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK"},{"name":"Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Nottingham, Nottingham, UK"},{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eef","family":"Hogervorst","sequence":"additional","affiliation":[{"name":"NCSEM, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tara-Mei Povall","family":"Macnab","sequence":"additional","affiliation":[{"name":"Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK"},{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ahmed","family":"Thanoon","sequence":"additional","affiliation":[{"name":"Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK"},{"name":"Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Nottingham, Nottingham, UK"},{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gwen Sacha","family":"Fernandes","sequence":"additional","affiliation":[{"name":"Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK"},{"name":"Population Health Science, Bristol Medical School, University of Bristol, Bristol, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bonnie","family":"Millar","sequence":"additional","affiliation":[{"name":"Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK"},{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"},{"name":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ashley","family":"Duncan","sequence":"additional","affiliation":[{"name":"National Institute for Health Research ARC EM, University of Nottingham, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria","family":"Goodwin","sequence":"additional","affiliation":[{"name":"NCSEM, School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mark","family":"Batt","sequence":"additional","affiliation":[{"name":"Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Nottingham, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Colin W.","family":"Fuller","sequence":"additional","affiliation":[{"name":"Colin Fuller Consultancy Ltd, Sutton Bonington, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gordon","family":"Fuller","sequence":"additional","affiliation":[{"name":"Centre for Urgent and Emergency Research, University of Sheffield, Sheffield, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eamonn","family":"Ferguson","sequence":"additional","affiliation":[{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"},{"name":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"},{"name":"School of Psychology, University of Nottingham, Nottingham, UK"},{"name":"National Institute for Health and Care Research Blood and Transplant Research Unit in Donor Health and Behaviour, University of Cambridge, Cambridge, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tobias","family":"Bast","sequence":"additional","affiliation":[{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"},{"name":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"},{"name":"School of Psychology, University of Nottingham, Nottingham, UK"},{"name":"Neuroscience@Nottingham, University of Nottingham, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michael","family":"Doherty","sequence":"additional","affiliation":[{"name":"Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK"},{"name":"Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Nottingham, Nottingham, UK"},{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"},{"name":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Weiya","family":"Zhang","sequence":"additional","affiliation":[{"name":"Academic Unit of Injury, Recovery and Inflammation Sciences, School of Medicine, University of Nottingham, Nottingham, UK"},{"name":"Centre for Sport, Exercise and Osteoarthritis Research Versus Arthritis, University of Nottingham, Nottingham, UK"},{"name":"Pain Centre Versus Arthritis, Academic Rheumatology, City Hospital, Nottingham, UK"},{"name":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2023,7,17]]},"reference":[{"issue":"suppl 1","key":"zoi230700r1","doi-asserted-by":"publisher","first-page":"i3","DOI":"10.1136\/bjsm.2005.018937","article-title":"A six year prospective study of the incidence and causes of head and neck injuries in international football.","volume":"39","author":"Fuller","year":"2005","journal-title":"Br J Sports Med"},{"issue":"6","key":"zoi230700r2","doi-asserted-by":"publisher","first-page":"321","DOI":"10.1136\/bjsports-2017-097627","article-title":"Heading for trouble: is dementia a game changer for football?","volume":"53","author":"Rutherford","year":"2019","journal-title":"Br J Sports Med"},{"issue":"5","key":"zoi230700r3","doi-asserted-by":"publisher","first-page":"424","DOI":"10.1016\/S2215-0366(18)30065-8","article-title":"Long-term risk of dementia among people with traumatic brain injury in Denmark: a population-based observational cohort study.","volume":"5","author":"Fann","year":"2018","journal-title":"Lancet Psychiatry"},{"issue":"3","key":"zoi230700r4","doi-asserted-by":"publisher","first-page":"337","DOI":"10.1007\/s00401-017-1680-3","article-title":"Mixed pathologies including chronic traumatic encephalopathy account for dementia in retired association football (soccer) players.","volume":"133","author":"Ling","year":"2017","journal-title":"Acta Neuropathol"},{"issue":"1","key":"zoi230700r5","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1227\/NEU.0b013e31823021b2","article-title":"Heading in soccer: dangerous play?","volume":"70","author":"Spiotta","year":"2012","journal-title":"Neurosurgery"},{"issue":"1","key":"zoi230700r6","doi-asserted-by":"publisher","first-page":"179","DOI":"10.1016\/j.csm.2010.09.007","article-title":"Chronic traumatic encephalopathy: a potential late effect of sport-related concussive and subconcussive head trauma.","volume":"30","author":"Gavett","year":"2011","journal-title":"Clin Sports Med"},{"issue":"2","key":"zoi230700r7","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1016\/j.wneu.2011.01.019","article-title":"Subconcussive impact in sports: a new era of awareness.","volume":"75","author":"Spiotta","year":"2011","journal-title":"World Neurosurg"},{"issue":"19","key":"zoi230700r8","doi-asserted-by":"publisher","first-page":"1801","DOI":"10.1056\/NEJMoa1908483","article-title":"Neurodegenerative disease mortality among former professional soccer players.","volume":"381","author":"Mackay","year":"2019","journal-title":"N Engl J Med"},{"issue":"9","key":"zoi230700r9","doi-asserted-by":"publisher","first-page":"1389","DOI":"10.1111\/sms.v32.9","article-title":"A retrospective analysis of all-cause and cause-specific mortality rates in French male professional footballers.","volume":"32","author":"Orhant","year":"2022","journal-title":"Scand J Med Sci Sports"},{"issue":"9","key":"zoi230700r10","doi-asserted-by":"publisher","first-page":"1057","DOI":"10.1001\/jamaneurol.2021.2403","article-title":"Association of field position and career length with risk of neurodegenerative disease in male former professional soccer players.","volume":"78","author":"Russell","year":"2021","journal-title":"JAMA Neurol"},{"issue":"4","key":"zoi230700r11","doi-asserted-by":"publisher","first-page":"e256","DOI":"10.1016\/S2468-2667(23)00027-0","article-title":"Neurodegenerative disease among male elite football (soccer) players in Sweden: a cohort study.","volume":"8","author":"Ueda","year":"2023","journal-title":"Lancet Public Health"},{"issue":"4","key":"zoi230700r12","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2021-054371","article-title":"Foot and Ankle Osteoarthritis and Cognitive Impairment in Retired UK Soccer Players (FOCUS): protocol for a cross-sectional comparative study with general population controls.","volume":"12","author":"Espahbodi","year":"2022","journal-title":"BMJ Open"},{"issue":"10","key":"zoi230700r13","doi-asserted-by":"publisher","first-page":"678","DOI":"10.1136\/bjsports-2017-097503","article-title":"Prevalence of knee pain, radiographic osteoarthritis and arthroplasty in retired professional footballers compared with men in the general population: a cross-sectional study.","volume":"52","author":"Fernandes","year":"2018","journal-title":"Br J Sports Med"},{"issue":"4","key":"zoi230700r14","doi-asserted-by":"publisher","first-page":"875","DOI":"10.1111\/sms.v31.4","article-title":"The incidence and mechanism of heading in European professional football players over three seasons.","volume":"31","author":"Tierney","year":"2021","journal-title":"Scand J Med Sci Sports"},{"key":"zoi230700r15","doi-asserted-by":"publisher","first-page":"477","DOI":"10.1002\/(ISSN)1099-0720","article-title":"The accuracy of footballers\u2019 frequency estimates of their own football heading.","volume":"19","author":"Rutherford","year":"2005","journal-title":"Appl Cogn Psychol"},{"issue":"11","key":"zoi230700r16","doi-asserted-by":"publisher","first-page":"838","DOI":"10.1136\/bjsports-2017-097699","article-title":"Consensus statement on concussion in sport\u2014the 5th International Conference on Concussion in Sport held in Berlin, October 2016.","volume":"51","author":"McCrory","year":"2017","journal-title":"Br J Sports Med"},{"issue":"4","key":"zoi230700r17","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1002\/gps.v18:4","article-title":"Utility of TICS-M for the assessment of cognitive function in older adults.","volume":"18","author":"de Jager","year":"2003","journal-title":"Int J Geriatr Psychiatry"},{"key":"zoi230700r18","doi-asserted-by":"publisher","first-page":"b2030","DOI":"10.1136\/bmj.b2030","article-title":"Self administered cognitive screening test (TYM) for detection of Alzheimer\u2019s disease: cross sectional study.","volume":"338","author":"Brown","year":"2009","journal-title":"BMJ"},{"issue":"10248","key":"zoi230700r19","doi-asserted-by":"publisher","first-page":"413","DOI":"10.1016\/S0140-6736(20)30367-6","article-title":"Dementia prevention, intervention, and care: 2020 report of the Lancet Commission.","volume":"396","author":"Livingston","year":"2020","journal-title":"Lancet"},{"issue":"5","key":"zoi230700r20","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1016\/0021-9681(87)90171-8","article-title":"A new method of classifying prognostic comorbidity in longitudinal studies: development and validation.","volume":"40","author":"Charlson","year":"1987","journal-title":"J Chronic Dis"},{"issue":"10","key":"zoi230700r22","doi-asserted-by":"publisher","first-page":"2108","DOI":"10.1111\/jgs.v67.10","article-title":"Validation and normative data for the modified telephone interview for cognitive status: the Sydney Memory and Ageing Study.","volume":"67","author":"Bentvelzen","year":"2019","journal-title":"J Am Geriatr Soc"},{"issue":"21","key":"zoi230700r23","doi-asserted-by":"publisher","first-page":"1332","DOI":"10.1136\/bjsports-2018-100232","article-title":"Head injury in soccer: from science to the field; summary of the Head Injury Summit held in April 2017 in New York City, New York.","volume":"53","author":"Putukian","year":"2019","journal-title":"Br J Sports Med"},{"issue":"9","key":"zoi230700r24","doi-asserted-by":"publisher","first-page":"901","DOI":"10.1212\/WNL.0000000000003657","article-title":"Symptoms from repeated intentional and unintentional head impact in soccer players.","volume":"88","author":"Stewart","year":"2017","journal-title":"Neurology"},{"issue":"5","key":"zoi230700r25","doi-asserted-by":"publisher","first-page":"1235","DOI":"10.3171\/2013.7.JNS121822","article-title":"Role of subconcussion in repetitive mild traumatic brain injury.","volume":"119","author":"Bailes","year":"2013","journal-title":"J Neurosurg"},{"issue":"17","key":"zoi230700r26","doi-asserted-by":"publisher","first-page":"1287","DOI":"10.1089\/neu.2014.3715","article-title":"Altered neurochemistry in former professional soccer players without a history of concussion.","volume":"32","author":"Koerte","year":"2015","journal-title":"J Neurotrauma"},{"issue":"3","key":"zoi230700r27","doi-asserted-by":"publisher","first-page":"850","DOI":"10.1148\/radiol.13130545","article-title":"Soccer heading is associated with white matter microstructural and cognitive abnormalities.","volume":"268","author":"Lipton","year":"2013","journal-title":"Radiology"},{"issue":"4","key":"zoi230700r28","doi-asserted-by":"publisher","first-page":"397","DOI":"10.1093\/arclin\/18.4.397","article-title":"Soccer heading frequency predicts neuropsychological deficits.","volume":"18","author":"Witol","year":"2003","journal-title":"Arch Clin Neuropsychol"},{"key":"zoi230700r29","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1146\/pathmechdis.2016.11.issue-1","article-title":"Chronic traumatic encephalopathy: the neuropathological legacy of traumatic brain injury.","volume":"11","author":"Hay","year":"2016","journal-title":"Annu Rev Pathol"},{"issue":"3","key":"zoi230700r30","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1007\/s00401-019-02030-y","article-title":"Chronic traumatic encephalopathy is a common co-morbidity, but less frequent primary dementia in former soccer and rugby players.","volume":"138","author":"Lee","year":"2019","journal-title":"Acta Neuropathol"},{"key":"zoi230700r31","doi-asserted-by":"publisher","first-page":"66","DOI":"10.1016\/j.ebiom.2016.10.029","article-title":"Evidence for acute electrophysiological and cognitive changes following routine soccer heading.","volume":"13","author":"Di Virgilio","year":"2016","journal-title":"EBioMedicine"},{"issue":"6","key":"zoi230700r32","doi-asserted-by":"publisher","first-page":"770","DOI":"10.1076\/jcen.23.6.770.1029","article-title":"A dose-response relation of headers and concussions with cognitive impairment in professional soccer players.","volume":"23","author":"Matser","year":"2001","journal-title":"J Clin Exp Neuropsychol"},{"issue":"12","key":"zoi230700r33","doi-asserted-by":"publisher","first-page":"e1170","DOI":"10.1212\/WNL.0000000000012580","article-title":"Acute and chronic effects of multiple concussions on midline brain structures.","volume":"97","author":"Churchill","year":"2021","journal-title":"Neurology"},{"issue":"3","key":"zoi230700r34","doi-asserted-by":"publisher","first-page":"271","DOI":"10.3109\/02699052.2013.865269","article-title":"Concussions and heading in soccer: a review of the evidence of incidence, mechanisms, biomarkers and neurocognitive outcomes.","volume":"28","author":"Maher","year":"2014","journal-title":"Brain Inj"},{"issue":"22","key":"zoi230700r35","doi-asserted-by":"publisher","first-page":"1592","DOI":"10.1136\/bjsports-2016-096593","article-title":"Persistent effects of playing football and associated (subconcussive) head trauma on brain structure and function: a systematic review of the literature.","volume":"51","author":"Tarnutzer","year":"2017","journal-title":"Br J Sports Med"},{"issue":"3","key":"zoi230700r36","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1023\/A:1025525613477","article-title":"The neuropsychology of heading and head trauma in Association Football (soccer): a review.","volume":"13","author":"Rutherford","year":"2003","journal-title":"Neuropsychol Rev"},{"key":"zoi230700r37","first-page":"94","volume-title":"Practical Statistics for Medical Research","author":"Altman","year":"1997"},{"key":"zoi230700r38","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1016\/B978-0-7020-3397-1.00009-4","volume-title":"Core Psychiatry","author":"Prince","year":"2012","edition":"3rd ed"},{"key":"zoi230700r21","unstructured":"GOV.UK. English indices of deprivation 2015. Accessed January 11, 2022. https:\/\/www.gov.uk\/government\/statistics\/english-indices-of-deprivation-2015"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2807337\/espahbodi_2023_oi_230700_1691157254.38352.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,11]],"date-time":"2023-08-11T15:00:36Z","timestamp":1691766036000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2807337"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,7,17]]},"references-count":38,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2023,7,3]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2023.23822","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,7,17]]}}}