{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,11,2]],"date-time":"2026-11-02T20:07:29Z","timestamp":1793650049148,"version":"4.5.1"},"reference-count":47,"publisher":"American Medical Association (AMA)","issue":"8","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA Netw Open"],"abstract":"<jats:sec id=\"ab-zoi240801-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>Ferritin is often measured by general practitioners, but the association of different cutoffs with the rates of iron deficiency diagnoses, particularly nonanemic iron deficiency, is unknown.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi240801-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To investigate the association of the ferritin cutoff choice with the incidence of nonanemic and anemic iron deficiency diagnoses in primary care.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi240801-6\">\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>In this retrospective cohort study, patients 18 years or older with at least 1 consultation with a general practitioner participating in the Family Medicine Research Using Electronic Medical Records (FIRE) project, an electronic medical records database of Swiss primary care, from January 1, 2021, to November 30, 2023, were evaluated.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi240801-7\">\n                    <jats:title>Exposures<\/jats:title>\n                    <jats:p>Sex, age, clinical patient characteristics, and professional general practitioner characteristics.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi240801-8\">\n                    <jats:title>Main Outcomes and Measures<\/jats:title>\n                    <jats:p>Incidence of iron deficiency diagnoses (nonanemic and anemic) at ferritin cutoffs of 15, 30, and 45 ng\/mL and ferritin testing itself. Time-dependent Cox proportional hazards regression was used to examine associations of patient and general practitioner characteristics with ferritin testing as adjusted hazard ratios (AHRs).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi240801-9\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>The study included 255\u202f351 patients (median [IQR] age, 52 [36-66] years; 52.1% female). Per 1000 patient-years and at ferritin cutoffs of 15, 30, and 45 ng\/mL, iron deficiency diagnoses had incidences of 10.9 (95% CI, 10.6-11.2), 29.9 (95% CI, 29.4-30.4), and 48.3 (95% CI, 47.7-48.9) cases, respectively; nonanemic iron deficiency diagnoses had incidences of 4.1 (95% CI, 3.9-4.2), 14.6 (95% CI, 14.3-15.0), and 25.8 (95% CI, 25.3-26.2) cases, respectively; and anemic iron deficiency diagnoses had incidences of 3.5 (95% CI, 3.3-3.7), 6.0 (95% CI, 5.8-6.2), and 7.5 (95% CI, 7.3-7.7) cases, respectively. Ferritin testing showed notable associations with fatigue (AHR, 2.03; 95% CI, 1.95-2.12), anemia (AHR, 1.75; 95% CI, 1.70-1.79), and iron therapy (AHR, 1.50; 95% CI, 1.46-1.54). Ferritin testing was associated with female sex in all age groups, including postmenopausal. Of the patients who received ferritin testing, 72.1% received concomitant hemoglobin testing, and 49.6% received concomitant C-reactive protein testing.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-zoi240801-10\">\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>In this retrospective cohort study of primary care patients, ferritin cutoffs of 30 and 45 ng\/mL were associated with a substantially higher incidence of iron deficiency compared with 15 ng\/mL. These results provide a basis for health system-level evaluation and benchmarking of ferritin testing in high-resource settings and call for a harmonization of diagnostic criteria for iron deficiency in primary care.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jamanetworkopen.2024.25692","type":"journal-article","created":{"date-parts":[[2024,8,5]],"date-time":"2024-08-05T11:45:38Z","timestamp":1722858338000},"page":"e2425692","source":"Crossref","is-referenced-by-count":25,"title":["Ferritin Cutoffs and Diagnosis of Iron Deficiency in Primary Care"],"prefix":"10.1001","volume":"7","author":[{"given":"Levy","family":"J\u00e4ger","sequence":"first","affiliation":[{"name":"Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yael","family":"Rachamin","sequence":"additional","affiliation":[{"name":"Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland"},{"name":"Campus Stiftung Lindenhof Bern (SLB), Bern, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Oliver","family":"Senn","sequence":"additional","affiliation":[{"name":"Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jakob M.","family":"Burgstaller","sequence":"additional","affiliation":[{"name":"Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thomas","family":"Rosemann","sequence":"additional","affiliation":[{"name":"Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefan","family":"Markun","sequence":"additional","affiliation":[{"name":"Institute of Primary Care, University Hospital Zurich, University of Zurich, Zurich, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","published-online":{"date-parts":[[2024,8,5]]},"reference":[{"issue":"9","key":"zoi240801r1","doi-asserted-by":"publisher","first-page":"e713","DOI":"10.1016\/S2352-3026(23)00160-6","article-title":"Prevalence, years lived with disability, and trends in anaemia burden by severity and cause, 1990-2021: findings from the Global Burden of Disease Study 2021.","volume":"10","author":"GBD 2021 Anaemia Collaborators","year":"2023","journal-title":"Lancet Haematol"},{"issue":"2","key":"zoi240801r2","doi-asserted-by":"publisher","first-page":"107","DOI":"10.7861\/clinmed.2020-0582","article-title":"Iron deficiency without anaemia: a diagnosis that matters.","volume":"21","author":"Al-Naseem","year":"2021","journal-title":"Clin Med (Lond)"},{"issue":"6","key":"zoi240801r3","doi-asserted-by":"publisher","first-page":"835","DOI":"10.1038\/s41430-021-01047-5","article-title":"Non-anemic iron deficiency: correlations between symptoms and iron status parameters.","volume":"76","author":"Beatrix","year":"2022","journal-title":"Eur J Clin Nutr"},{"issue":"6","key":"zoi240801r4","doi-asserted-by":"publisher","first-page":"1585","DOI":"10.3945\/ajcn.114.103366","article-title":"Guidelines on the diagnosis and treatment of iron deficiency across indications: a systematic review.","volume":"102","author":"Peyrin-Biroulet","year":"2015","journal-title":"Am J Clin Nutr"},{"key":"zoi240801r5","doi-asserted-by":"publisher","first-page":"k4666","DOI":"10.1136\/bmj.k4666","article-title":"Temporal trends in use of tests in UK primary care, 2000-15: retrospective analysis of 250 million tests.","volume":"363","author":"O\u2019Sullivan","year":"2018","journal-title":"BMJ"},{"issue":"9","key":"zoi240801r6","doi-asserted-by":"publisher","first-page":"760","DOI":"10.1136\/jclinpath-2016-204249","article-title":"Primary care requests for anaemia chemistry tests in Spain: potential iron, transferrin and folate over-requesting.","volume":"70","author":"Salinas","year":"2017","journal-title":"J Clin Pathol"},{"key":"zoi240801r7","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.cca.2019.06.017","article-title":"Evaluating practice variance among family physicians to identify targets for laboratory utilization management.","volume":"497","author":"Nguyen","year":"2019","journal-title":"Clin Chim Acta"},{"key":"zoi240801r8","doi-asserted-by":"publisher","first-page":"1341","DOI":"10.2147\/IJGM.S275406","article-title":"Trends in micronutrient laboratory testing in Switzerland: a 7-year retrospective analysis of healthcare claims data.","volume":"13","author":"Huber","year":"2020","journal-title":"Int J Gen Med"},{"issue":"6","key":"zoi240801r9","doi-asserted-by":"publisher","first-page":"1787","DOI":"10.3390\/jcm9061787","article-title":"Trends and between-physician variation in laboratory testing: a retrospective longitudinal study in general practice.","volume":"9","author":"Schumacher","year":"2020","journal-title":"J Clin Med"},{"key":"zoi240801r10","doi-asserted-by":"publisher","first-page":"1555S","DOI":"10.3945\/ajcn.117.155788","article-title":"Gaps in evidence regarding iron deficiency anemia in pregnant women and young children: summary of US Preventive Services Task Force recommendations.","volume":"106","author":"Kemper","year":"2017","journal-title":"Am J Clin Nutr"},{"issue":"2","key":"zoi240801r12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0117383","article-title":"Ferrous sulfate supplementation causes significant gastrointestinal side-effects in adults: a systematic review and meta-analysis.","volume":"10","author":"Tolkien","year":"2015","journal-title":"PLoS One"},{"issue":"6","key":"zoi240801r13","doi-asserted-by":"publisher","first-page":"583","DOI":"10.1111\/ejh.2016.97.issue-6","article-title":"Epidemiology of iron deficiency anaemia in four European countries: a population-based study in primary care.","volume":"97","author":"Levi","year":"2016","journal-title":"Eur J Haematol"},{"issue":"7","key":"zoi240801r14","doi-asserted-by":"publisher","first-page":"1573","DOI":"10.1007\/s00277-019-03707-w","article-title":"Gender differences in determinants of iron-deficiency anemia: a population-based study conducted in four European countries.","volume":"98","author":"Levi","year":"2019","journal-title":"Ann Hematol"},{"key":"zoi240801r15","doi-asserted-by":"publisher","DOI":"10.4414\/smw","article-title":"The FIRE project: a milestone for research in primary care in Switzerland.","volume":"140","author":"Chmiel","year":"2011","journal-title":"Swiss Med Wkly"},{"issue":"10","key":"zoi240801r19","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1001885","article-title":"The Reporting of Studies Conducted Using Observational Routinely-Collected Health Data (RECORD) statement.","volume":"12","author":"Benchimol","year":"2015","journal-title":"PLoS Med"},{"key":"zoi240801r23","doi-asserted-by":"publisher","DOI":"10.4414\/smw.2019.20097","article-title":"Swiss Delphi study on iron deficiency.","volume":"149","author":"Nowak","year":"2019","journal-title":"Swiss Med Wkly"},{"issue":"3","key":"zoi240801r24","doi-asserted-by":"publisher","first-page":"377","DOI":"10.1111\/ijlh.v45.3","article-title":"Defining ferritin clinical decision limits to improve diagnosis and treatment of iron deficiency: a modified Delphi study.","volume":"45","author":"Naveed","year":"2023","journal-title":"Int J Lab Hematol"},{"issue":"3","key":"zoi240801r25","doi-asserted-by":"publisher","first-page":"523","DOI":"10.1111\/bjh.v196.3","article-title":"Guideline for the laboratory diagnosis of iron deficiency in adults (excluding pregnancy) and children.","volume":"196","author":"Fletcher","year":"2022","journal-title":"Br J Haematol"},{"issue":"11","key":"zoi240801r26","doi-asserted-by":"publisher","first-page":"2030","DOI":"10.1136\/gutjnl-2021-325210","article-title":"British Society of Gastroenterology guidelines for the management of iron deficiency anaemia in adults.","volume":"70","author":"Snook","year":"2021","journal-title":"Gut"},{"issue":"2","key":"zoi240801r27","first-page":"98","article-title":"Iron deficiency anemia: evaluation and management.","volume":"87","author":"Short","year":"2013","journal-title":"Am Fam Physician"},{"issue":"2","key":"zoi240801r28","doi-asserted-by":"publisher","first-page":"373","DOI":"10.1093\/oxfordjournals.aje.a115507","article-title":"A simple method to calculate the confidence interval of a standardized mortality ratio (SMR).","volume":"131","author":"Ulm","year":"1990","journal-title":"Am J Epidemiol"},{"issue":"5","key":"zoi240801r29","doi-asserted-by":"publisher","first-page":"704","DOI":"10.1309\/AJCPYXDAUS2F8XJY","article-title":"Inappropriate repeats of six common tests in a Canadian city: a population cohort study within a laboratory informatics framework.","volume":"144","author":"Morgen","year":"2015","journal-title":"Am J Clin Pathol"},{"key":"zoi240801r30","doi-asserted-by":"publisher","first-page":"145","DOI":"10.1146\/publhealth.1999.20.issue-1","article-title":"Time-dependent covariates in the Cox proportional-hazards regression model.","volume":"20","author":"Fisher","year":"1999","journal-title":"Annu Rev Public Health"},{"issue":"6","key":"zoi240801r33","doi-asserted-by":"publisher","first-page":"928","DOI":"10.1002\/sim.v36.6","article-title":"The median hazard ratio: a useful measure of variance and general contextual effects in multilevel survival analysis.","volume":"36","author":"Austin","year":"2017","journal-title":"Stat Med"},{"key":"zoi240801r34","doi-asserted-by":"publisher","first-page":"1","DOI":"10.18637\/jss.v067.i01","article-title":"Fitting linear mixed-effects models using lme4.","volume":"67","author":"Bates","year":"2015","journal-title":"J Stat Softw"},{"key":"zoi240801r35","doi-asserted-by":"publisher","first-page":"1634S","DOI":"10.3945\/ajcn.117.155960","article-title":"Serum ferritin as an indicator of iron status: what do we need to know?","volume":"106","author":"Daru","year":"2017","journal-title":"Am J Clin Nutr"},{"issue":"5","key":"zoi240801r36","article-title":"Serum or plasma ferritin concentration as an index of iron deficiency and overload.","volume":"5","author":"Garcia-Casal","year":"2021","journal-title":"Cochrane Database Syst Rev"},{"issue":"1","key":"zoi240801r38","doi-asserted-by":"publisher","first-page":"235","DOI":"10.14236\/jhi.v22i1.91","article-title":"Examining the symptom of fatigue in primary care: a comparative study using electronic medical records.","volume":"22","author":"Nicholson","year":"2015","journal-title":"J Innov Health Inform"},{"issue":"2","key":"zoi240801r39","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1071\/HC15109","article-title":"Investigation of fatigue by Australian general practice registrars: a cross-sectional study.","volume":"7","author":"Morgan","year":"2015","journal-title":"J Prim Health Care"},{"issue":"1","key":"zoi240801r40","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1186\/s12913-020-05136-2","article-title":"Physicians\u2019 preventive practices: more frequently performed for male patients and by female physicians.","volume":"20","author":"Delpech","year":"2020","journal-title":"BMC Health Serv Res"},{"key":"zoi240801r41","doi-asserted-by":"publisher","first-page":"242","DOI":"10.1016\/j.ypmed.2014.08.004","article-title":"Patient and physician gender concordance in preventive care in university primary care settings.","volume":"67","author":"Kr\u00e4henmann-M\u00fcller","year":"2014","journal-title":"Prev Med"},{"issue":"4","key":"zoi240801r42","doi-asserted-by":"publisher","first-page":"327","DOI":"10.1080\/02813432.2016.1249057","article-title":"Variation in general practitioners\u2019 information-seeking behaviour\u2014a cross-sectional study on the influence of gender, age and practice form.","volume":"34","author":"Le","year":"2016","journal-title":"Scand J Prim Health Care"},{"issue":"4","key":"zoi240801r43","doi-asserted-by":"publisher","first-page":"247","DOI":"10.3109\/03009734.2011.606927","article-title":"Regional variations in test requiring patterns of general practitioners in Spain.","volume":"116","author":"Salinas","year":"2011","journal-title":"Ups J Med Sci"},{"issue":"10","key":"zoi240801r44","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2021.27827","article-title":"Testing practices, interpretation, and diagnostic evaluation of iron deficiency anemia by US primary care physicians.","volume":"4","author":"Read","year":"2021","journal-title":"JAMA Netw Open"},{"issue":"1","key":"zoi240801r45","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1186\/s12875-020-1086-5","article-title":"Anemia management in non-menopausal women in a primary care setting: a prospective evaluation of clinical practice.","volume":"21","author":"Bayen","year":"2020","journal-title":"BMC Fam Pract"},{"issue":"S8","key":"zoi240801r46","doi-asserted-by":"publisher","first-page":"S826","DOI":"10.2105\/AJPH.2022.306998","article-title":"Iron deficiency in the United States: limitations in guidelines, data, and monitoring of disparities.","volume":"112","author":"Jefferds","year":"2022","journal-title":"Am J Public Health"},{"issue":"1","key":"zoi240801r47","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1007\/s00394-015-1079-7","article-title":"Micronutrient status and intake in omnivores, vegetarians and vegans in Switzerland.","volume":"56","author":"Sch\u00fcpbach","year":"2017","journal-title":"Eur J Nutr"},{"key":"zoi240801r32","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1007\/978-0-387-73186-5","volume-title":"Handbook of Multilevel Analysis","author":"Leeuw","year":"2008"},{"key":"zoi240801r11","unstructured":"Chmiel? C, Beise? U. mediX-Guidelines: Eisenmangel. Verein mediX. 2023. Accessed February 9, 2024. https:\/\/www.medix.ch\/wissen\/guidelines\/eisenmangel\/"},{"key":"zoi240801r16","unstructured":"World Health Organization Collaborating Centre for Drug Statistics Methodology. ATC classification index with DDDs. 2023. Accessed January 4, 2024. https:\/\/www.whocc.no\/"},{"key":"zoi240801r17","unstructured":"World Organization of National Colleges, Academies and Academic Associations of General Practitioners\/Family Physicians (WONCA). ICPC-2-R: International Classification of Primary Care. Oxford University Press; 2005. Accessed July 16, 2024. http:\/\/www.ph3c.org\/PH3C\/docs\/27\/000496\/0000908.pdf"},{"key":"zoi240801r18","unstructured":"Federal Act on Research involving Human Beings 30 September 2011 (Status as of 01 January 2014). 2011. Updated September 30, 2011. Accessed February 9, 2024. https:\/\/www.fedlex.admin.ch\/eli\/cc\/2013\/617\/de"},{"key":"zoi240801r20","unstructured":"World Health Organization. Haemoglobin concentrations for the diagnosis of anaemia and assessment of severity. World Health Organization. 2011. Accessed February 9, 2024. https:\/\/apps.who.int\/iris\/handle\/10665\/85839"},{"key":"zoi240801r21","unstructured":"Gemeindetypologie und Stadt\/Land-Typologie 2012. Swiss Federal Statistical Office. 2017. Accessed January 4, 2024. https:\/\/www.bfs.admin.ch\/bfs\/de\/home\/statistiken\/kataloge-datenbanken\/karten.assetdetail.2543323.html"},{"key":"zoi240801r22","unstructured":"R Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. 2023. Accessed July 16, 2024. https:\/\/www.R-project.org\/"},{"key":"zoi240801r31","unstructured":"coxme: Mixed Effects Cox Models (R package version 2.2-18.1). 2022. Accessed July 16, 2024. https:\/\/CRAN.R-project.org\/package=coxme"},{"key":"zoi240801r37","unstructured":"NPS MedicineWise. General practice insights report July 2016-June 2017: a working paper. 2018. Accessed May 24, 2024. https:\/\/www.safetyandquality.gov.au\/our-work\/indicators-measurement-and-reporting\/medicineinsight"}],"container-title":["JAMA Network Open"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/articlepdf\/2821953\/jger_2024_oi_240801_1722273454.24722.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,8,5]],"date-time":"2024-08-05T11:45:48Z","timestamp":1722858348000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2821953"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,8,5]]},"references-count":47,"journal-issue":{"issue":"8","published-print":{"date-parts":[[2024,8,1]]}},"URL":"https:\/\/doi.org\/10.1001\/jamanetworkopen.2024.25692","relation":{},"ISSN":["2574-3805"],"issn-type":[{"value":"2574-3805","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,8,5]]}}}