{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,10]],"date-time":"2026-09-10T18:09:20Z","timestamp":1789063760219,"version":"build-2803163510"},"reference-count":33,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,1,24]],"date-time":"2025-01-24T00:00:00Z","timestamp":1737676800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,24]],"date-time":"2025-01-24T00:00:00Z","timestamp":1737676800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"funder":[{"DOI":"10.13039\/501100001809","name":"The National Natural Science Foundation of China","doi-asserted-by":"crossref","award":["82171037,82471055"],"award-info":[{"award-number":["82171037,82471055"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Beijing new-star plan science and technology cross cooperation project","award":["20240484565"],"award-info":[{"award-number":["20240484565"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int Ophthalmol"],"DOI":"10.1007\/s10792-025-03430-8","type":"journal-article","created":{"date-parts":[[2025,1,24]],"date-time":"2025-01-24T05:16:36Z","timestamp":1737695796000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["Intraocular lens power calculation in cataract patients with keratoconus: Bayesian network meta-analysis"],"prefix":"10.1007","volume":"45","author":[{"given":"Zhi-Yong","family":"Tian","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Meng","family":"Li","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jing-Shang","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ying-Yan","family":"Mao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhao-Xing","family":"Guo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xin","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peng","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiu-Hua","family":"Wan","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,1,24]]},"reference":[{"issue":"157\u2013166","key":"3430_CR1","doi-asserted-by":"publisher","first-page":"205","DOI":"10.1016\/j.clae.2010.04.006","volume":"33","author":"M Romero-Jimenez","year":"2010","unstructured":"Romero-Jimenez M, Santodomingo-Rubido J, Wolffsohn JS (2010) Keratoconus: a review. Contact Lens Anterior Eye 33(157\u2013166):205. https:\/\/doi.org\/10.1016\/j.clae.2010.04.006","journal-title":"Contact Lens Anterior Eye"},{"key":"3430_CR2","doi-asserted-by":"publisher","first-page":"760","DOI":"10.1016\/j.ajo.2009.06.024","volume":"148","author":"JB Jonas","year":"2009","unstructured":"Jonas JB, Nangia V, Matin A, Kulkarni M, Bhojwani K (2009) Prevalence and associations of keratoconus in rural maharashtra in central India: the central India eye and medical study. Am J Ophthalmol 148:760\u2013765. https:\/\/doi.org\/10.1016\/j.ajo.2009.06.024","journal-title":"Am J Ophthalmol"},{"key":"3430_CR3","first-page":"38","volume":"114","author":"EN Gorskova","year":"1998","unstructured":"Gorskova EN, Sevost\u2019Ianov EN (1998) Epidemiology of keratoconus in the Urals. Vestn Oftalmol 114:38\u201340","journal-title":"Vestn Oftalmol"},{"key":"3430_CR4","doi-asserted-by":"publisher","first-page":"244","DOI":"10.1097\/ICL.0b013e318030c96d","volume":"33","author":"N Thebpatiphat","year":"2007","unstructured":"Thebpatiphat N, Hammersmith KM, Rapuano CJ, Ayres BD, Cohen EJ (2007) Cataract surgery in keratoconus. Eye Contact Lens-Sci Clin Pra 33:244\u2013246. https:\/\/doi.org\/10.1097\/ICL.0b013e318030c96d","journal-title":"Eye Contact Lens-Sci Clin Pra"},{"key":"3430_CR5","doi-asserted-by":"publisher","first-page":"742","DOI":"10.1016\/j.jcrs.2006.01.063","volume":"32","author":"A Leccisotti","year":"2006","unstructured":"Leccisotti A (2006) Refractive lens exchange in keratoconus. J Cataract Refract Surg 32:742\u2013746. https:\/\/doi.org\/10.1016\/j.jcrs.2006.01.063","journal-title":"J Cataract Refract Surg"},{"key":"3430_CR6","doi-asserted-by":"publisher","first-page":"576","DOI":"10.1016\/j.jcrs.2018.11.029","volume":"45","author":"G Savini","year":"2019","unstructured":"Savini G, Abbate R, Hoffer KJ, Mularoni A, Imburgia A, Avoni L, D\u2019Eliseo D, Schiano-Lomoriello D (2019) Intraocular lens power calculation in eyes with keratoconus. J Cataract Refract Surg 45:576\u2013581. https:\/\/doi.org\/10.1016\/j.jcrs.2018.11.029","journal-title":"J Cataract Refract Surg"},{"key":"3430_CR7","doi-asserted-by":"publisher","first-page":"778","DOI":"10.1097\/j.jcrs.0000000000000082","volume":"46","author":"N Garzon","year":"2020","unstructured":"Garzon N, Arriola-Villalobos P, Felipe G, Poyales F, Garcia-Montero M (2020) Intraocular lens power calculation in eyes with keratoconus. J Cataract Refract Surg 46:778\u2013783. https:\/\/doi.org\/10.1097\/j.jcrs.0000000000000082","journal-title":"J Cataract Refract Surg"},{"key":"3430_CR8","doi-asserted-by":"publisher","first-page":"1312","DOI":"10.1038\/s41598-018-20040-w","volume":"8","author":"K Kamiya","year":"2018","unstructured":"Kamiya K, Iijima K, Nobuyuki S, Mori Y, Miyata K, Yamaguchi T, Shimazaki J, Watanabe S, Maeda N (2018) Predictability of intraocular lens power calculation for cataract with keratoconus: a multicenter study. Sci Rep 8:1312. https:\/\/doi.org\/10.1038\/s41598-018-20040-w","journal-title":"Sci Rep"},{"key":"3430_CR9","doi-asserted-by":"publisher","first-page":"163","DOI":"10.3341\/kjo.2017.0075","volume":"32","author":"Y Choi","year":"2018","unstructured":"Choi Y, Eom Y, Song JS, Kim HM (2018) Comparison of anterior, posterior, and total corneal astigmatism measured using a single scheimpflug camera in healthy and keratoconus eyes. Korean J Ophthalmol 32:163\u2013171. https:\/\/doi.org\/10.3341\/kjo.2017.0075","journal-title":"Korean J Ophthalmol"},{"key":"3430_CR10","doi-asserted-by":"publisher","first-page":"14993","DOI":"10.1038\/s41598-018-33490-z","volume":"8","author":"K Kitazawa","year":"2018","unstructured":"Kitazawa K, Itoi M, Yokota I, Wakimasu K, Cho Y, Nakamura Y, Hieda O, Kinoshita S, Sotozono C (2018) Involvement of anterior and posterior corneal surface area imbalance in the pathological change of keratoconus. Sci Rep 8:14993. https:\/\/doi.org\/10.1038\/s41598-018-33490-z","journal-title":"Sci Rep"},{"key":"3430_CR11","doi-asserted-by":"publisher","first-page":"1328","DOI":"10.1016\/s0161-6420(00)00159-7","volume":"107","author":"A Tomidokoro","year":"2000","unstructured":"Tomidokoro A, Oshika T, Amano S, Higaki S, Maeda N, Miyata K (2000) Changes in anterior and posterior corneal curvatures in keratoconus. Ophthalmology 107:1328\u20131332. https:\/\/doi.org\/10.1016\/s0161-6420(00)00159-7","journal-title":"Ophthalmology"},{"key":"3430_CR12","doi-asserted-by":"publisher","first-page":"354","DOI":"10.1097\/ICL.0000000000000136","volume":"41","author":"H Hashemi","year":"2015","unstructured":"Hashemi H, Heidarian S, Seyedian MA, Yekta A, Khabazkhoob M (2015) Evaluation of the results of using toric IOL in the Cataract Surgery of Keratoconus Patients. Eye Contact Lens-Sci Clin Pra 41:354\u2013358. https:\/\/doi.org\/10.1097\/ICL.0000000000000136","journal-title":"Eye Contact Lens-Sci Clin Pra"},{"key":"3430_CR13","doi-asserted-by":"publisher","first-page":"361","DOI":"10.1136\/bjophthalmol-2013-303829","volume":"98","author":"MP Watson","year":"2014","unstructured":"Watson MP, Anand S, Bhogal M, Gore D, Moriyama A, Pullum K, Hau S, Tuft SJ (2014) Cataract surgery outcome in eyes with keratoconus. Br J Ophthalmol 98:361\u2013364. https:\/\/doi.org\/10.1136\/bjophthalmol-2013-303829","journal-title":"Br J Ophthalmol"},{"key":"3430_CR14","doi-asserted-by":"publisher","first-page":"127","DOI":"10.1016\/j.joco.2019.01.011","volume":"31","author":"L Ghiasian","year":"2019","unstructured":"Ghiasian L, Abolfathzadeh N, Manafi N, Hadavandkhani A (2019) Intraocular lens power calculation in keratoconus; a review of literature. J Curr Ophthalmol 31:127\u2013134. https:\/\/doi.org\/10.1016\/j.joco.2019.01.011","journal-title":"J Curr Ophthalmol"},{"key":"3430_CR15","doi-asserted-by":"publisher","first-page":"125","DOI":"10.4103\/sjopt.sjopt_64_22","volume":"37","author":"W Stopyra","year":"2023","unstructured":"Stopyra W (2023) Analysis of accuracy of twelve intraocular lens power calculation formulas for eyes with axial hyperopia. Saudi J Ophthalmol 37:125\u2013130. https:\/\/doi.org\/10.4103\/sjopt.sjopt_64_22","journal-title":"Saudi J Ophthalmol"},{"key":"3430_CR16","doi-asserted-by":"publisher","first-page":"236","DOI":"10.31348\/2022\/24","volume":"78","author":"W Stopyra","year":"2022","unstructured":"Stopyra W (2022) The exactness of intraocular lens power calculation formulas for short eyes and correlation between method accuracy and eyeball axial length. Cesk Slov Oftalmol 78:236\u2013240. https:\/\/doi.org\/10.31348\/2022\/24","journal-title":"Cesk Slov Oftalmol"},{"key":"3430_CR17","doi-asserted-by":"publisher","first-page":"960","DOI":"10.1097\/ICO.0000000000000190","volume":"33","author":"VJ Camps","year":"2014","unstructured":"Camps VJ, Pinero DP, Caravaca-Arens E, de Fez D, Perez-Cambrodi RJ, Artola A (2014) New approach for correction of error associated with keratometric estimation of corneal power in keratoconus. Cornea 33:960\u2013967. https:\/\/doi.org\/10.1097\/ICO.0000000000000190","journal-title":"Cornea"},{"key":"3430_CR18","doi-asserted-by":"publisher","first-page":"380","DOI":"10.1016\/j.clae.2016.06.005","volume":"39","author":"HN Colak","year":"2016","unstructured":"Colak HN, Kantarci FA, Yildirim A, Tatar MG, Goker H, Uslu H, Gurler B (2016) Comparison of corneal topographic measurements and high order aberrations in keratoconus and normal eyes. Contact Lens Anterior Eye 39:380\u2013384. https:\/\/doi.org\/10.1016\/j.clae.2016.06.005","journal-title":"Contact Lens Anterior Eye"},{"key":"3430_CR19","doi-asserted-by":"publisher","first-page":"1005","DOI":"10.1097\/ICO.0000000000000537","volume":"34","author":"M Naderan","year":"2015","unstructured":"Naderan M, Shoar S, Kamaleddin MA, Rajabi MT, Naderan M, Khodadadi M (2015) Keratoconus clinical findings according to different classifications. Cornea 34:1005\u20131011. https:\/\/doi.org\/10.1097\/ICO.0000000000000537","journal-title":"Cornea"},{"key":"3430_CR20","doi-asserted-by":"publisher","first-page":"860","DOI":"10.1097\/ICO.0000000000000802","volume":"35","author":"JJ Rozema","year":"2016","unstructured":"Rozema JJ, Zakaria N, Ruiz HI, Jongenelen S, Tassignon MJ, Koppen C (2016) How abnormal is the noncorneal biometry of keratoconic eyes? Cornea 35:860\u2013865. https:\/\/doi.org\/10.1097\/ICO.0000000000000802","journal-title":"Cornea"},{"key":"3430_CR21","doi-asserted-by":"publisher","first-page":"842","DOI":"10.1016\/j.jcrs.2015.03.010","volume":"41","author":"M Ziaei","year":"2015","unstructured":"Ziaei M, Barsam A, Shamie N, Vroman D, Kim T, Donnenfeld ED, Holland EJ, Kanellopoulos J, Mah FS, Randleman JB, Daya S, Guell J (2015) Reshaping procedures for the surgical management of corneal ectasia. J Cataract Refract Surg 41:842\u2013872. https:\/\/doi.org\/10.1016\/j.jcrs.2015.03.010","journal-title":"J Cataract Refract Surg"},{"key":"3430_CR22","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1007\/s10792-015-0107-1","volume":"35","author":"L Spadea","year":"2015","unstructured":"Spadea L, Salvatore S, Verboschi F, Vingolo EM (2015) Corneal collagen cross-linking followed by phacoemulsification with IOL implantation for progressive keratoconus associated with high myopia and cataract. Int Ophthalmol 35:727\u2013731. https:\/\/doi.org\/10.1007\/s10792-015-0107-1","journal-title":"Int Ophthalmol"},{"key":"3430_CR23","doi-asserted-by":"publisher","first-page":"97","DOI":"10.1097\/j.jcrs.0000000000001069","volume":"49","author":"R Gonzalez-Salinas","year":"2023","unstructured":"Gonzalez-Salinas R, Franco JJ, Reyes-Luis JL, Sanchez-Huerta V, de Wit-Carter G, Hernandez-Quintela E, Pineda RN (2023) Cataract surgery in patients with underlying keratoconus: focused review. J Cataract Refract Surg 49:97\u2013102. https:\/\/doi.org\/10.1097\/j.jcrs.0000000000001069","journal-title":"J Cataract Refract Surg"},{"key":"3430_CR24","doi-asserted-by":"publisher","first-page":"1389","DOI":"10.1097\/j.jcrs.0000000000000638","volume":"47","author":"Y Ton","year":"2021","unstructured":"Ton Y, Barrett GD, Kleinmann G, Levy A, Assia EI (2021) Toric intraocular lens power calculation in cataract patients with keratoconus. J Cataract Refract Surg 47:1389\u20131397. https:\/\/doi.org\/10.1097\/j.jcrs.0000000000000638","journal-title":"J Cataract Refract Surg"},{"key":"3430_CR25","doi-asserted-by":"publisher","first-page":"242","DOI":"10.3928\/1081597X-20230124-01","volume":"39","author":"K Kozhaya","year":"2023","unstructured":"Kozhaya K, Chen AJ, Joshi M, Kenny PI, Koch DD, Fram N, Weikert MP, Wang L, Khandelwal SS (2023) Comparison of keratoconus specific to standard IOL formulas in patients with keratoconus undergoing cataract surgery. J Refract Surg 39:242\u2013248. https:\/\/doi.org\/10.3928\/1081597X-20230124-01","journal-title":"J Refract Surg"},{"key":"3430_CR26","doi-asserted-by":"publisher","first-page":"206","DOI":"10.1016\/j.ajo.2023.03.037","volume":"253","author":"MT Heath","year":"2023","unstructured":"Heath MT, Mulpuri L, Kimiagarov E, Patel RP, Murphy DA, Levine H, Tonk RS, Cooke DL, Riaz KM (2023) Intraocular lens power calculations in keratoconus eyes comparing keratometry, total keratometry, and newer formulae. Am J Ophthalmol 253:206\u2013214. https:\/\/doi.org\/10.1016\/j.ajo.2023.03.037","journal-title":"Am J Ophthalmol"},{"key":"3430_CR27","doi-asserted-by":"publisher","first-page":"229","DOI":"10.1097\/j.jcrs.0000000000001088","volume":"49","author":"M Vandevenne","year":"2023","unstructured":"Vandevenne M, Webers V, Segers M, Berendschot T, Zadok D, Dickman MM, Nuijts R, Abulafia A (2023) Accuracy of intraocular lens calculations in eyes with keratoconus. J Cataract Refract Surg 49:229\u2013233. https:\/\/doi.org\/10.1097\/j.jcrs.0000000000001088","journal-title":"J Cataract Refract Surg"},{"key":"3430_CR28","doi-asserted-by":"publisher","first-page":"1037","DOI":"10.1016\/j.ophtha.2020.02.008","volume":"127","author":"JX Kane","year":"2020","unstructured":"Kane JX, Connell B, Yip H, McAlister JC, Beckingsale P, Snibson GR, Chan E (2020) Accuracy of intraocular lens power formulas modified for patients with keratoconus. Ophthalmology 127:1037\u20131042. https:\/\/doi.org\/10.1016\/j.ophtha.2020.02.008","journal-title":"Ophthalmology"},{"key":"3430_CR29","doi-asserted-by":"publisher","first-page":"26","DOI":"10.1016\/j.ajo.2019.11.019","volume":"212","author":"KM Wang","year":"2020","unstructured":"Wang KM, Jun AS, Ladas JG, Siddiqui AA, Woreta F, Srikumaran D (2020) Accuracy of intraocular lens formulas in eyes with keratoconus. Am J Ophthalmol 212:26\u201333. https:\/\/doi.org\/10.1016\/j.ajo.2019.11.019","journal-title":"Am J Ophthalmol"},{"key":"3430_CR30","doi-asserted-by":"publisher","first-page":"1839","DOI":"10.1007\/s00417-024-06371-7","volume":"262","author":"T Yokogawa","year":"2024","unstructured":"Yokogawa T, Mori Y, Torii H, Goto S, Hasegawa Y, Kojima T, Kamiya K, Shiba T, Miyata K (2024) Accuracy of intraocular lens power formulas in eyes with keratoconus: multi-center study in Japan. Graefes Arch Clin Exp Ophthalmol 262:1839\u20131845. https:\/\/doi.org\/10.1007\/s00417-024-06371-7","journal-title":"Graefes Arch Clin Exp Ophthalmol"},{"key":"3430_CR31","doi-asserted-by":"publisher","first-page":"1427","DOI":"10.1097\/ICO.0000000000000920","volume":"35","author":"G Savini","year":"2016","unstructured":"Savini G, Naeser K, Schiano-Lomoriello D, Mularoni A (2016) Influence of posterior corneal astigmatism on total corneal astigmatism in eyes with keratoconus. Cornea 35:1427\u20131433. https:\/\/doi.org\/10.1097\/ICO.0000000000000920","journal-title":"Cornea"},{"key":"3430_CR32","doi-asserted-by":"publisher","first-page":"e251","DOI":"10.1136\/bmjophth-2018-000251","volume":"4","author":"BJ Connell","year":"2019","unstructured":"Connell BJ, Kane JX (2019) Comparison of the kane formula with existing formulas for intraocular lens power selection. BMJ Open Ophthalmol 4:e251. https:\/\/doi.org\/10.1136\/bmjophth-2018-000251","journal-title":"BMJ Open Ophthalmol"},{"key":"3430_CR33","doi-asserted-by":"publisher","first-page":"376","DOI":"10.3109\/08820538.2014.959193","volume":"29","author":"S Bozorg","year":"2014","unstructured":"Bozorg S, Pineda R (2014) Cataract and keratoconus: minimizing complications in intraocular lens calculations. Semin Ophthalmol 29:376\u2013379. https:\/\/doi.org\/10.3109\/08820538.2014.959193","journal-title":"Semin Ophthalmol"}],"container-title":["International Ophthalmology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10792-025-03430-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s10792-025-03430-8","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s10792-025-03430-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,19]],"date-time":"2025-12-19T18:04:18Z","timestamp":1766167458000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s10792-025-03430-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,1,24]]},"references-count":33,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,12]]}},"alternative-id":["3430"],"URL":"https:\/\/doi.org\/10.1007\/s10792-025-03430-8","relation":{},"ISSN":["1573-2630"],"issn-type":[{"value":"1573-2630","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,1,24]]},"assertion":[{"value":"8 December 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"19 January 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"24 January 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The authors have no relevant financial or non-financial interests to disclose.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Conflict of interest"}}],"article-number":"40"}}