{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T23:12:12Z","timestamp":1792019532489,"version":"4.4.0"},"reference-count":42,"publisher":"Public Library of Science (PLoS)","issue":"9","license":[{"start":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T00:00:00Z","timestamp":1759276800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100010269","name":"Wellcome Trust","doi-asserted-by":"publisher","award":["214461\/A\/18\/Z"],"award-info":[{"award-number":["214461\/A\/18\/Z"]}],"id":[{"id":"10.13039\/100010269","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS One"],"abstract":"<jats:sec id=\"sec001\">\n<jats:title>Background<\/jats:title>\n<jats:p>The advent of mass-market Light Emitting Diodes (LEDs) has seen considerable interest in potential dermatological applications of LED light photobiomodulation (PBM) for a range of conditions, with a thriving market for direct-to-consumer LED treatments, including red light, blue light, and yellow light wavelengths. Evidence of efficacy is however mixed, and studies report a wide range of irradiances and wavelengths as well as outcome measures, rendering interpretation, comparison, and even efficacy evaluation prohibitive and impeding evidence synthesis.<\/jats:p>\n<\/jats:sec>\n<jats:sec id=\"sec002\">\n<jats:title>Methods<\/jats:title>\n<jats:p>This work establishes a model for comparing patient received doses, applying this to existent studies to ascertain potential inhomogeneity in reported doses and wavelengths employed. Patient doses were contrasted to equivalent solar exposure time needed to achieve fluences reported at specified wavelengths in the red light (RL), blue light (BL), and yellow light (YL) portion of the spectrum, yielding a comparison of reported doses to typical solar irradiance at the Earth\u2019s surface. Methodological aspects including dose validation, blinding, and bias were also analysed.<\/jats:p>\n<\/jats:sec>\n<jats:sec id=\"sec003\">\n<jats:title>Results<\/jats:title>\n<jats:p>27 relevant studies for dermatological conditions including acne vulgaris (<jats:inline-formula id=\"pone.0332995.e001\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e001g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e001\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M1\"><mml:mrow><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><mml:mo>=<\/mml:mo><mml:mrow><mml:mtext>9<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>, 33.3%), wrinkle-reduction (<jats:inline-formula id=\"pone.0332995.e002\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e002g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e002\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M2\"><mml:mrow><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><mml:mo>=<\/mml:mo><mml:mrow><mml:mtext>5<\/mml:mtext><\/mml:mrow><mml:mo>,<\/mml:mo><mml:mtext>\u00a0<\/mml:mtext><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>18.5%), wound-healing (<jats:inline-formula id=\"pone.0332995.e003\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e003g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e003\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M3\"><mml:mrow><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><mml:mo>=<\/mml:mo><mml:mrow><mml:mtext>3<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>, 11.1%), psoriasis severity (<jats:inline-formula id=\"pone.0332995.e004\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e004g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e004\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M4\"><mml:mrow><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><mml:mo>=<\/mml:mo><mml:mrow><mml:mtext>3<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>, 11.1%), and erythemal index (<jats:inline-formula id=\"pone.0332995.e005\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e005g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e005\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M5\"><mml:mrow><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><mml:mo>=<\/mml:mo><mml:mrow><mml:mtext>7<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>, 25.9%) were assessed. Outcome measures were highly heterogeneous between studies, with total patients ranging from 14 \u2013 105 (median: 26). Fluences and wavelengths used in treatment differed over three orders of magnitude across studies even for the same conditions (<jats:inline-formula id=\"pone.0332995.e006\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e006g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e006\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M6\"><mml:mrow><mml:mrow><mml:mtext>0<\/mml:mtext><\/mml:mrow><mml:mo>.<\/mml:mo><mml:mrow><mml:mtext>1<\/mml:mtext><\/mml:mrow><mml:mtext>\u00a0<\/mml:mtext><mml:mrow><mml:mi>J<\/mml:mi><\/mml:mrow><mml:mtext>\u00a0<\/mml:mtext><mml:mrow><mml:mi>c<\/mml:mi><\/mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mi>m<\/mml:mi><\/mml:mrow><\/mml:mrow><mml:mrow><mml:mo>\u2212<\/mml:mo><mml:mrow><mml:mtext>2<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:msup><mml:mo>\u2212<\/mml:mo><mml:mrow><mml:mtext>1<\/mml:mtext><\/mml:mrow><mml:mrow><mml:mtext>2<\/mml:mtext><\/mml:mrow><mml:mrow><mml:mtext>6<\/mml:mtext><\/mml:mrow><mml:mtext>\u00a0<\/mml:mtext><mml:mrow><mml:mi>J<\/mml:mi><\/mml:mrow><mml:mtext>\u00a0<\/mml:mtext><mml:mrow><mml:mi>c<\/mml:mi><\/mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mi>m<\/mml:mi><\/mml:mrow><\/mml:mrow><mml:mrow><mml:mo>\u2212<\/mml:mo><mml:mrow><mml:mtext>2<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:msup><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>, median: <jats:inline-formula id=\"pone.0332995.e007\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e007g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e007\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M7\"><mml:mrow><mml:mrow><mml:mtext>4<\/mml:mtext><\/mml:mrow><mml:mrow><mml:mtext>0<\/mml:mtext><\/mml:mrow><mml:mo>.<\/mml:mo><mml:mrow><mml:mtext>5<\/mml:mtext><\/mml:mrow><mml:mtext>\u00a0<\/mml:mtext><mml:mrow><mml:mi>J<\/mml:mi><\/mml:mrow><mml:mtext>\u00a0<\/mml:mtext><mml:mrow><mml:mi>c<\/mml:mi><\/mml:mrow><mml:msup><mml:mrow><mml:mrow><mml:mi>m<\/mml:mi><\/mml:mrow><\/mml:mrow><mml:mrow><mml:mo>\u2212<\/mml:mo><mml:mrow><mml:mtext>2<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:msup><mml:mo stretchy=\"false\">)<\/mml:mo><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>. Derived equivalent solar time ranged from 0.01-19.35 hours (median: 3.3 hours), with central wavelengths between 405nm (BL) - 660nm (RL). No studies reported any dose validation, 10 (37.0%) were sponsored by the device manufacturer with a further 3 (11.1%) conducted by commercial dermatology practices offering the therapy under investigation. Assessors were unblinded to the treatment\/ control groups in 33.3% (<jats:inline-formula id=\"pone.0332995.e008\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e008g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e008\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M8\"><mml:mrow><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><mml:mo>=<\/mml:mo><mml:mrow><mml:mtext>9<\/mml:mtext><\/mml:mrow><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula>), while a further 9 (33.3%) did not have any non-light control group, leaving only 33.3% (<jats:inline-formula id=\"pone.0332995.e009\"><jats:alternatives><jats:graphic xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" id=\"pone.0332995.e009g\" mimetype=\"image\" position=\"anchor\" xlink:href=\"info:doi\/10.1371\/journal.pone.0332995.e009\" xlink:type=\"simple\"\/><mml:math xmlns:mml=\"http:\/\/www.w3.org\/1998\/Math\/MathML\" display=\"inline\" id=\"M9\"><mml:mrow><mml:mrow><mml:mi>n<\/mml:mi><\/mml:mrow><mml:mo>=<\/mml:mo><mml:mrow><mml:mtext>9<\/mml:mtext><\/mml:mrow><mml:mo stretchy=\"false\">)<\/mml:mo><\/mml:mrow><\/mml:math><\/jats:alternatives><\/jats:inline-formula> with both control group and blinded outcome assessment.<\/jats:p>\n<\/jats:sec>\n<jats:sec id=\"sec004\">\n<jats:title>Conclusions<\/jats:title>\n<jats:p>Results of this analysis suggest that fluences, wavelengths, and effective dose vary inconsistently between studies with often scant biological justification. This analysis suggests that better dose quantification and understanding of the underlying biophysics as well as plausible biological justifications for various wavelengths and fluences are imperative if LED therapy studies for dermatology are to be informative and research replicability improved.<\/jats:p>\n<\/jats:sec>","DOI":"10.1371\/journal.pone.0332995","type":"journal-article","created":{"date-parts":[[2025,10,1]],"date-time":"2025-10-01T17:25:43Z","timestamp":1759339543000},"page":"e0332995","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":4,"title":["Methodological issues in visible LED therapy dermatological research and reporting"],"prefix":"10.1371","volume":"20","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3140-3278","authenticated-orcid":true,"given":"David Robert","family":"Grimes","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2025,10,1]]},"reference":[{"issue":"3","key":"pone.0332995.ref001","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/s00403-021-02231-0","article-title":"Home-based devices in dermatology: a systematic review of safety and efficacy","volume":"314","author":"M Cohen","year":"2022","journal-title":"Arch Dermatol Res"},{"issue":"4","key":"pone.0332995.ref002","doi-asserted-by":"crossref","first-page":"438","DOI":"10.1111\/jocd.12371","article-title":"A review of available laser and intense light source home devices: A dermatologist\u2019s perspective","volume":"16","author":"ML Juh\u00e1sz","year":"2017","journal-title":"J Cosmet Dermatol"},{"key":"pone.0332995.ref003","unstructured":"FDA. 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