{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T20:00:35Z","timestamp":1784836835305,"version":"3.55.0"},"reference-count":20,"publisher":"Public Library of Science (PLoS)","issue":"7","license":[{"start":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T00:00:00Z","timestamp":1784764800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"BSMMU grant committee"}],"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>Conventional biomarkers, such as the urinary albumin-to-creatinine ratio (uACR), detect diabetic nephropathy (DN) late in its course and may miss early podocyte injury. Urinary podocalyxin (u-PDX), a sialylated glycoprotein shed from podocytes, may offer an earlier means of detection.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec002\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>We conducted a cross-sectional analytical study at Bangabandhu Sheikh Mujib Medical University between March 2023 and August 2024. Eighty-eight adults were enrolled: 59 participants with type 2 diabetes mellitus (T2DM) and 29 healthy controls. Participants with diabetes were stratified into normoalbuminuric (n\u2009=\u200929), microalbuminuric (n\u2009=\u200915), and macroalbuminuric (n\u2009=\u200915) subgroups based on uACR. Clinical variables and biochemical indices were recorded. u-PDX concentrations were measured using ELISA, and associations with uACR and eGFR were analyzed using Kendall\u2019s tau-b and Pearson\u2019s correlation coefficients. Diagnostic performance was assessed using receiver operating characteristic (ROC) curves with bootstrap internal validation.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec003\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Among participants with diabetes, u-PDX levels increased progressively across normo-, micro-, and macroalbuminuric groups (p\u2009&lt;\u20090.001). u-PDX correlated positively with fasting blood glucose, post-glucose plasma glucose, HbA1c, serum creatinine, serum urea, and uACR, with the strongest correlation for uACR (r\u2009=\u20090.79, p\u2009&lt;\u20090.001), and inversely with serum albumin (r\u2009= \u22120.62, p\u2009&lt;\u20090.001) and eGFR (r\u2009= \u22120.51, p\u2009&lt;\u20090.001). In pairwise ROC analysis, a u-PDX cutoff of 0.80 ng\/mL discriminated healthy controls from diabetic patients without albuminuria (sensitivity 100.0%, specificity 96.4%); 1.60 ng\/mL discriminated diabetic patients without albuminuria from those with microalbuminuria (86.7%, 93.1%); and 5.51 ng\/mL discriminated microalbuminuric from macroalbuminuric patients (86.7%, 93.3%). For overall discrimination of albuminuria-defined DN among diabetic patients, the optimal u-PDX cutoff was 2.92 ng\/mL (AUC 0.96, 95% CI 0.90\u20131.00).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"sec004\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Urinary podocalyxin is a sensitive early biomarker of diabetic nephropathy, rising before overt albuminuria and correlating with albuminuria severity and declining eGFR. However, longitudinal validation is required before u-PDX can be recommended for routine screening in adults with T2DM.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1371\/journal.pone.0347975","type":"journal-article","created":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T19:00:25Z","timestamp":1784833225000},"page":"e0347975","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":0,"title":["Urinary podocalyxin as an early biomarker for diabetic nephropathy"],"prefix":"10.1371","volume":"21","author":[{"given":"Md. Sabbir","family":"Hossain","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shamsia Tasnim","family":"Dwipi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nazma","family":"Ahmed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Khaled Mahbub","family":"Murshed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-5221-0021","authenticated-orcid":true,"given":"Kazi Ali","family":"Aftab","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8523-0288","authenticated-orcid":true,"given":"Abdullah","family":"Al Mahdi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Md. Mojibul","family":"Hoque","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Md. Jobayer Hossain","family":"Taraq","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Md. Zakir","family":"Hussain","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-8395-0898","authenticated-orcid":true,"given":"Md. Abul Kalam","family":"Azad","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"340","published-online":{"date-parts":[[2026,7,23]]},"reference":[{"key":"pone.0347975.ref001","doi-asserted-by":"crossref","first-page":"7","DOI":"10.1016\/j.kisu.2021.11.003","article-title":"Epidemiology of chronic kidney disease: an update 2022","volume":"12","author":"CP Kovesdy","year":"2022","journal-title":"Kidney Int Suppl"},{"issue":"3","key":"pone.0347975.ref002","doi-asserted-by":"crossref","first-page":"274","DOI":"10.23876\/j.krcp.23.109","article-title":"Urinary podocyte markers in diabetic kidney disease","volume":"43","author":"C Li","year":"2024","journal-title":"Kidney Res Clin Pract"},{"key":"pone.0347975.ref003","doi-asserted-by":"crossref","DOI":"10.1053\/j.ajkd.2019.09.003","article-title":"US renal data system 2019 annual data report: epidemiology of kidney disease in the United States","volume":"75","author":"R Saran","year":"2020","journal-title":"Am J Kidney Dis"},{"issue":"1","key":"pone.0347975.ref004","doi-asserted-by":"crossref","first-page":"225","DOI":"10.1046\/j.1523-1755.2003.00712.x","article-title":"Development and progression of nephropathy in type 2 diabetes: the United Kingdom Prospective Diabetes Study (UKPDS 64)","volume":"63","author":"AI Adler","year":"2003","journal-title":"Kidney Int"},{"issue":"14","key":"pone.0347975.ref005","doi-asserted-by":"crossref","first-page":"290","DOI":"10.4239\/wjd.v7.i14.290","article-title":"Early detection of diabetic kidney disease: present limitations and future perspectives","volume":"7","author":"C-H Lin","year":"2016","journal-title":"World J Diabetes"},{"issue":"6","key":"pone.0347975.ref006","doi-asserted-by":"crossref","first-page":"2165","DOI":"10.1046\/j.1523-1755.2002.00356.x","article-title":"Albuminuria and renal insufficiency prevalence guides population screening: results from the NHANES III","volume":"61","author":"AX Garg","year":"2002","journal-title":"Kidney Int"},{"issue":"10","key":"pone.0347975.ref007","doi-asserted-by":"crossref","first-page":"2983","DOI":"10.2337\/diabetes.54.10.2983","article-title":"Factors associated with frequent remission of microalbuminuria in patients with type 2 diabetes","volume":"54","author":"S Araki","year":"2005","journal-title":"Diabetes"},{"key":"pone.0347975.ref008","article-title":"9. Microvascular Complications and Foot Care","author":"Association American Diabetes","year":"2016","journal-title":"Diabetes Care"},{"issue":"1","key":"pone.0347975.ref009","first-page":"83","article-title":"Urinary nephrin is earlier, more sensitive and specific marker of diabetic nephropathy than microalbuminuria","volume":"39","author":"I Kostovska","year":"2020","journal-title":"J Med Biochem"},{"issue":"2","key":"pone.0347975.ref010","doi-asserted-by":"crossref","first-page":"342","DOI":"10.1172\/JCI119163","article-title":"Podocyte loss and progressive glomerular injury in type II diabetes","volume":"99","author":"ME Pagtalunan","year":"1997","journal-title":"J Clin Invest"},{"issue":"11","key":"pone.0347975.ref011","doi-asserted-by":"crossref","first-page":"2913","DOI":"10.1007\/s00125-012-2661-7","article-title":"Urinary podocalyxin is an early marker for podocyte injury in patients with diabetes: establishment of a highly sensitive ELISA to detect urinary podocalyxin","volume":"55","author":"M Hara","year":"2012","journal-title":"Diabetologia"},{"issue":"4","key":"pone.0347975.ref012","first-page":"233","article-title":"Role of urinary podocalyxin in early diagnosis of diabetic nephropathy","volume":"58","author":"I Kostovska","year":"2020","journal-title":"Rom J Intern Med"},{"issue":"2","key":"pone.0347975.ref013","doi-asserted-by":"crossref","first-page":"9420133","DOI":"10.26599\/FMH.2026.9420133","article-title":"Food and medicine homology focus in 2026","volume":"3","author":"MY Li","year":"2026","journal-title":"Food Med Homol"},{"issue":"1","key":"pone.0347975.ref014","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1186\/s13104-026-07724-7","article-title":"Utility of urinary podocalyxin levels in patients with and without type 2 diabetic nephropathy and its correlation with renal function","volume":"19","author":"J Perumal","year":"2026","journal-title":"BMC Res Notes"},{"issue":"1","key":"pone.0347975.ref015","doi-asserted-by":"crossref","first-page":"100569","DOI":"10.1016\/j.xkme.2022.100569","article-title":"Urinary and kidney podocalyxin and podocin levels in diabetic kidney disease: a kidney biopsy study","volume":"5","author":"L Zeng","year":"2022","journal-title":"Kidney Med"},{"key":"pone.0347975.ref016","article-title":"Potassium sorbate triggers kidney injury via dysregulated intercellular communication: a study combining network toxicology, machine learning, molecular docking, and single-cell RNA sequencing","author":"Y Wu","year":"2025","journal-title":"iMetaMed"},{"issue":"2","key":"pone.0347975.ref017","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1002\/mdb2.70027","article-title":"Systematic deciphering of ATBC nephrotoxicity mechanisms via machine learning and single\u2010cell analysis","volume":"2","author":"Y Wu","year":"2026","journal-title":"Medicine Bulletin"},{"issue":"6","key":"pone.0347975.ref018","doi-asserted-by":"crossref","first-page":"1571","DOI":"10.1007\/s40620-022-01269-1","article-title":"Modes of podocyte death in diabetic kidney disease: an update","volume":"35","author":"A Jiang","year":"2022","journal-title":"J Nephrol"},{"issue":"11","key":"pone.0347975.ref019","doi-asserted-by":"crossref","first-page":"1245","DOI":"10.1042\/CS20190764","article-title":"The mechanobiology of kidney podocytes in health and disease","volume":"134","author":"PA Reynolds","year":"2020","journal-title":"Clin Sci (Lond)"},{"issue":"7","key":"pone.0347975.ref020","doi-asserted-by":"crossref","first-page":"1063","DOI":"10.1007\/s00467-014-2888-2","article-title":"Urinary biomarkers for early diabetic nephropathy: beyond albuminuria","volume":"30","author":"S-Y Lee","year":"2015","journal-title":"Pediatr Nephrol"}],"container-title":["PLOS One"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0347975","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,23]],"date-time":"2026-07-23T19:00:29Z","timestamp":1784833229000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0347975"}},"subtitle":[],"editor":[{"given":"Junzheng","family":"Yang","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2026,7,23]]},"references-count":20,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2026,7,23]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0347975","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7,23]]}}}