Neutrophil-to-albumin Ratio as a Prognostic Factor in Patients with Acute Ischemic Stroke
- PMID: 38918991
- PMCID: PMC11774307
- DOI: 10.2174/0115672026328594240614080241
Neutrophil-to-albumin Ratio as a Prognostic Factor in Patients with Acute Ischemic Stroke
Abstract
Background: Neutrophil-To-Albumin Ratio (NAR) is a novel inflammatory biomarker. However, the potential prognostic value of NAR in acute ischemic stroke (AIS) remains unclear. This study aimed to evaluate whether NAR levels correlated with the 3-month modified Rankin scale (mRS) in patients with AIS.
Methods: AIS patients were included in this retrospective study. NAR was calculated as the ratio of absolute neutrophil count to serum albumin level. Logistic regression analyses were used to investigate the effect of NAR on 3-month mRS of AIS. The predictive values of NAR, albumin level, and neutrophil count were compared utilizing receiver operating characteristic (ROC) curves. Moreover, subgroup analyses and interaction tests were conducted to evaluate the consistency of NAR's effect on AIS prognosis.
Results: Of the 780 patients included, 403 (51.67%) had a poor clinical outcome (mRS 3-6) at 3 months. NAR was independently correlated to 3-month poor functional outcome after adjusting for confounders (Odds ratios (OR), 9.34; 95% confidence intervals (CI), 1.09 to 80.13; p =0.0417). Subgroup analysis showed a relative effect consistent with the overall population results, and no statistical interactions were found in the subgroups (all p for interaction > 0.05). The ROC curve showed that the prognosis-related cutoff value for NAR was 0.123, with corresponding specificity and sensitivity of 53.55% and 63.94%, respectively. When comparing the predictive power, NAR (0.590; 95%CI 0.549-0.630) exhibited the highest area under the curve (AUC) of ROC compared to neutrophils (0.584; 95%CI 0.543-0.624) and albumin (0.540; 95%CI 0.500-0.581).
Conclusion: There is a positive relationship between NAR levels and 3-month poor functional outcomes in AIS patients, supporting the potential of NAR as a readily available and economic serum biomarker for the early identification of AIS prognosis. Further studies are required to validate the prognostic value and clinical utility of the NAR.
Keywords: AIS; NAR; Neutrophil-to-albumin ratio; inflammatory biomarker; prognosis; receiver operating characteristic; serum biomarker..
Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.net.
Conflict of interest statement
The authors declare no conflict of interest, financial or otherwise.
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References
-
- Cieza A., Causey K., Kamenov K., Hanson S.W., Chatterji S., Vos T. Global estimates of the need for rehabilitation based on the Global Burden of Disease study 2019: A systematic analysis for the Global Burden of Disease Study 2019. Lancet. 2020;396(10267):2006–2017. doi: 10.1016/S0140-6736(20)32340-0. - DOI - PMC - PubMed
-
- Vos T., Lim S.S., Abbafati C., Abbas K.M., Abbasi M., Abbasifard M., Abbasi-Kangevari M., Abbastabar H., Abd-Allah F., Abdelalim A., Abdollahi M., Abdollahpour I., Abolhassani H., Aboyans V., Abrams E.M., Abreu L.G., Abrigo M.R.M., Abu-Raddad L.J., Abushouk A.I., Acebedo A., Ackerman I.N., Adabi M., Adamu A.A., Adebayo O.M., Adekanmbi V., Adelson J.D., Adetokunboh O.O., Adham D., Afshari M., Afshin A., Agardh E.E., Agarwal G., Agesa K.M., Aghaali M., Aghamir S.M.K., Agrawal A., Ahmad T., Ahmadi A., Ahmadi M., Ahmadieh H., Ahmadpour E., Akalu T.Y., Akinyemi R.O., Akinyemiju T., Akombi B., Al-Aly Z., Alam K., Alam N., Alam S., Alam T., Alanzi T.M., Albertson S.B., Alcalde-Rabanal J.E., Alema N.M., Ali M., Ali S., Alicandro G., Alijanzadeh M., Alinia C., Alipour V., Aljunid S.M., Alla F., Allebeck P., Almasi-Hashiani A., Alonso J., Al-Raddadi R.M., Altirkawi K.A., Alvis-Guzman N., Alvis-Zakzuk N.J., Amini S., Amini-Rarani M., Aminorroaya A., Amiri F., Amit A.M.L., Amugsi D.A., Amul G.G.H., Anderlini D., Andrei C.L., Andrei T., Anjomshoa M., Ansari F., Ansari I., Ansari-Moghaddam A., Antonio C.A.T., Antony C.M., Antriyandarti E., Anvari D., Anwer R., Arabloo J., Arab-Zozani M., Aravkin A.Y., Ariani F., Ärnlöv J., Aryal K.K., Arzani A., Asadi-Aliabadi M., Asadi-Pooya A.A., Asghari B., Ashbaugh C., Atnafu D.D., Atre S.R., Ausloos F., Ausloos M., Ayala Quintanilla B.P., Ayano G., Ayanore M.A., Aynalem Y.A., Azari S., Azarian G., Azene Z.N., Babaee E., Badawi A., Bagherzadeh M., Bakhshaei M.H., Bakhtiari A., Balakrishnan S., Balalla S., Balassyano S., Banach M., Banik P.C., Bannick M.S., Bante A.B., Baraki A.G., Barboza M.A., Barker-Collo S.L., Barthelemy C.M., Barua L., Barzegar A., Basu S., Baune B.T., Bayati M., Bazmandegan G., Bedi N., Beghi E., Béjot Y., Bello A.K., Bender R.G., Bennett D.A., Bennitt F.B., Bensenor I.M., Benziger C.P., Berhe K., Bernabe E., Bertolacci G.J., Bhageerathy R., Bhala N., Bhandari D., Bhardwaj P., Bhattacharyya K., Bhutta Z.A., Bibi S., Biehl M.H., Bikbov B., Bin Sayeed M.S., Biondi A., Birihane B.M., Bisanzio D., Bisignano C., Biswas R.K., Bohlouli S., Bohluli M., Bolla S.R.R., Boloor A., Boon-Dooley A.S., Borges G., Borzì A.M., Bourne R., Brady O.J., Brauer M., Brayne C., Breitborde N.J.K., Brenner H., Briant P.S., Briggs A.M., Briko N.I., Britton G.B., Bryazka D., Buchbinder R., Bumgarner B.R., Busse R., Butt Z.A., Caetano dos Santos F.L., Cámera L.L.A.A., Campos-Nonato I.R., Car J., Cárdenas R., Carreras G., Carrero J.J., Carvalho F., Castaldelli-Maia J.M., Castañeda-Orjuela C.A., Castelpietra G., Castle C.D., Castro F., Catalá-López F., Causey K., Cederroth C.R., Cercy K.M., Cerin E., Chandan J.S., Chang A.R., Charlson F.J., Chattu V.K., Chaturvedi S., Chimed-Ochir O., Chin K.L., Cho D.Y., Christensen H., Chu D-T., Chung M.T., Cicuttini F.M., Ciobanu L.G., Cirillo M., Collins E.L., Compton K., Conti S., Cortesi P.A., Costa V.M., Cousin E., Cowden R.G., Cowie B.C., Cromwell E.A., Cross D.H., Crowe C.S., Cruz J.A., Cunningham M., Dahlawi S.M.A., Damiani G., Dandona L., Dandona R., Darwesh A.M., Daryani A., Das J.K., Das Gupta R., das Neves J., Dávila-Cervantes C.A., Davletov K., De Leo D., Dean F.E., DeCleene N.K., Deen A., Degenhardt L., Dellavalle R.P., Demeke F.M., Demsie D.G., Denova-Gutiérrez E., Dereje N.D., Dervenis N., Desai R., Desalew A., Dessie G.A., Dharmaratne S.D., Dhungana G.P., Dianatinasab M., Diaz D., Dibaji Forooshani Z.S., Dingels Z.V., Dirac M.A., Djalalinia S., Do H.T., Dokova K., Dorostkar F., Doshi C.P., Doshmangir L., Douiri A., Doxey M.C., Driscoll T.R., Dunachie S.J., Duncan B.B., Duraes A.R., Eagan A.W., Ebrahimi Kalan M., Edvardsson D., Ehrlich J.R., El Nahas N., El Sayed I., El Tantawi M., Elbarazi I., Elgendy I.Y., Elhabashy H.R., El-Jaafary S.I., Elyazar I.R.F., Emamian M.H., Emmons-Bell S., Erskine H.E., Eshrati B., Eskandarieh S., Esmaeilnejad S., Esmaeilzadeh F., Esteghamati A., Estep K., Etemadi A., Etisso A.E., Farahmand M., Faraj A., Fareed M., Faridnia R., Farinha C.S.S., Farioli A., Faro A., Faruque M., Farzadfar F., Fattahi N., Fazlzadeh M., Feigin V.L., Feldman R., Fereshtehnejad S-M., Fernandes E., Ferrari A.J., Ferreira M.L., Filip I., Fischer F., Fisher J.L., Fitzgerald R., Flohr C., Flor L.S., Foigt N.A., Folayan M.O., Force L.M., Fornari C., Foroutan M., Fox J.T., Freitas M., Fu W., Fukumoto T., Furtado J.M., Gad M.M., Gakidou E., Galles N.C., Gallus S., Gamkrelidze A., Garcia-Basteiro A.L., Gardner W.M., Geberemariyam B.S., Gebrehiwot A.M., Gebremedhin K.B., Gebreslassie A.A.A.A., Gershberg Hayoon A., Gething P.W., Ghadimi M., Ghadiri K., Ghafourifard M., Ghajar A., Ghamari F., Ghashghaee A., Ghiasvand H., Ghith N., Gholamian A., Gilani S.A., Gill P.S., Gitimoghaddam M., Giussani G., Goli S., Gomez R.S., Gopalani S.V., Gorini G., Gorman T.M., Gottlich H.C., Goudarzi H., Goulart A.C., Goulart B.N.G., Grada A., Grivna M., Grosso G., Gubari M.I.M., Gugnani H.C., Guimaraes A.L.S., Guimarães R.A., Guled R.A., Guo G., Guo Y., Gupta R., Haagsma J.A., Haddock B., Hafezi-Nejad N., Hafiz A., Hagins H., Haile L.M., Hall B.J., Halvaei I., Hamadeh R.R., Hamagharib Abdullah K., Hamilton E.B., Han C., Han H., Hankey G.J., Haro J.M., Harvey J.D., Hasaballah A.I., Hasanzadeh A., Hashemian M., Hassanipour S., Hassankhani H., Havmoeller R.J., Hay R.J., Hay S.I., Hayat K., Heidari B., Heidari G., Heidari-Soureshjani R., Hendrie D., Henrikson H.J., Henry N.J., Herteliu C., Heydarpour F., Hird T.R., Hoek H.W., Hole M.K., Holla R., Hoogar P., Hosgood H.D., Hosseinzadeh M., Hostiuc M., Hostiuc S., Househ M., Hoy D.G., Hsairi M., Hsieh V.C., Hu G., Huda T.M., Hugo F.N., Huynh C.K., Hwang B-F., Iannucci V.C., Ibitoye S.E., Ikuta K.S., Ilesanmi O.S., Ilic I.M., Ilic M.D., Inbaraj L.R., Ippolito H., Irvani S.S.N., Islam M.M., Islam M.M., Islam S.M.S., Islami F., Iso H., Ivers R.Q., Iwu C.C.D., Iyamu I.O., Jaafari J., Jacobsen K.H., Jadidi-Niaragh F., Jafari H., Jafarinia M., Jahagirdar D., Jahani M.A., Jahanmehr N., Jakovljevic M., Jalali A., Jalilian F., James S.L., Janjani H., Janodia M.D., Jayatilleke A.U., Jeemon P., Jenabi E., Jha R.P., Jha V., Ji J.S., Jia P., John O., John-Akinola Y.O., Johnson C.O., Johnson S.C., Jonas J.B., Joo T., Joshi A., Jozwiak J.J., Jürisson M., Kabir A., Kabir Z., Kalani H., Kalani R., Kalankesh L.R., Kalhor R., Kamiab Z., Kanchan T., Karami Matin B., Karch A., Karim M.A., Karimi S.E., Kassa G.M., Kassebaum N.J., Katikireddi S.V., Kawakami N., Kayode G.A., Keddie S.H., Keller C., Kereselidze M., Khafaie M.A., Khalid N., Khan M., Khatab K., Khater M.M., Khatib M.N., Khayamzadeh M., Khodayari M.T., Khundkar R., Kianipour N., Kieling C., Kim D., Kim Y-E., Kim Y.J., Kimokoti R.W., Kisa A., Kisa S., Kissimova-Skarbek K., Kivimäki M., Kneib C.J., Knudsen A.K.S., Kocarnik J.M., Kolola T., Kopec J.A., Kosen S., Koul P.A., Koyanagi A., Kravchenko M.A., Krishan K., Krohn K.J., Kuate Defo B., Kucuk Bicer B., Kumar G.A., Kumar M., Kumar P., Kumar V., Kumaresh G., Kurmi O.P., Kusuma D., Kyu H.H., La Vecchia C., Lacey B., Lal D.K., Lalloo R., Lam J.O., Lami F.H., Landires I., Lang J.J., Lansingh V.C., Larson S.L., Larsson A.O., Lasrado S., Lassi Z.S., Lau K.M-M., Lavados P.M., Lazarus J.V., Ledesma J.R., Lee P.H., Lee S.W.H., LeGrand K.E., Leigh J., Leonardi M., Lescinsky H., Leung J., Levi M., Lewington S., Li S., Lim L-L., Lin C., Lin R-T., Linehan C., Linn S., Liu H-C., Liu S., Liu Z., Looker K.J., Lopez A.D., Lopukhov P.D., Lorkowski S., Lotufo P.A., Lucas T.C.D., Lugo A., Lunevicius R., Lyons R.A., Ma J., MacLachlan J.H., Maddison E.R., Maddison R., Madotto F., Mahasha P.W., Mai H.T., Majeed A., Maled V., Maleki S., Malekzadeh R., Malta D.C., Mamun A.A., Manafi A., Manafi N., Manguerra H., Mansouri B., Mansournia M.A., Mantilla Herrera A.M., Maravilla J.C., Marks A., Martins-Melo F.R., Martopullo I., Masoumi S.Z., Massano J., Massenburg B.B., Mathur M.R., Maulik P.K., McAlinden C., McGrath J.J., McKee M., Mehndiratta M.M., Mehri F., Mehta K.M., Meitei W.B., Memiah P.T.N., Mendoza W., Menezes R.G., Mengesha E.W., Mengesha M.B., Mereke A., Meretoja A., Meretoja T.J., Mestrovic T., Miazgowski B., Miazgowski T., Michalek I.M., Mihretie K.M., Miller T.R., Mills E.J., Mirica A., Mirrakhimov E.M., Mirzaei H., Mirzaei M., Mirzaei-Alavijeh M., Misganaw A.T., Mithra P., Moazen B., Moghadaszadeh M., Mohamadi E., Mohammad D.K., Mohammad Y., Mohammad Gholi Mezerji N., Mohammadian-Hafshejani A., Mohammadifard N., Mohammadpourhodki R., Mohammed S., Mokdad A.H., Molokhia M., Momen N.C., Monasta L., Mondello S., Mooney M.D., Moosazadeh M., Moradi G., Moradi M., Moradi-Lakeh M., Moradzadeh R., Moraga P., Morales L., Morawska L., Moreno Velásquez I., Morgado-da-Costa J., Morrison S.D., Mosser J.F., Mouodi S., Mousavi S.M., Mousavi Khaneghah A., Mueller U.O., Munro S.B., Muriithi M.K., Musa K.I., Muthupandian S., Naderi M., Nagarajan A.J., Nagel G., Naghshtabrizi B., Nair S., Nandi A.K., Nangia V., Nansseu J.R., Nayak V.C., Nazari J., Negoi I., Negoi R.I., Netsere H.B.N., Ngunjiri J.W., Nguyen C.T., Nguyen J., Nguyen M., Nguyen M., Nichols E., Nigatu D., Nigatu Y.T., Nikbakhsh R., Nixon M.R., Nnaji C.A., Nomura S., Norrving B., Noubiap J.J., Nowak C., Nunez-Samudio V., Oţoiu A., Oancea B., Odell C.M., Ogbo F.A., Oh I-H., Okunga E.W., Oladnabi M., Olagunju A.T., Olusanya B.O., Olusanya J.O., Oluwasanu M.M., Omar Bali A., Omer M.O., Ong K.L., Onwujekwe O.E., Orji A.U., Orpana H.M., Ortiz A., Ostroff S.M., Otstavnov N., Otstavnov S.S., Øverland S., Owolabi M.O., P A M., Padubidri J.R., Pakhare A.P., Palladino R., Pana A., Panda-Jonas S., Pandey A., Park E-K., Parmar P.G.K., Pasupula D.K., Patel S.K., Paternina-Caicedo A.J., Pathak A., Pathak M., Patten S.B., Patton G.C., Paudel D., Pazoki Toroudi H., Peden A.E., Pennini A., Pepito V.C.F., Peprah E.K., Pereira A., Pereira D.M., Perico N., Pham H.Q., Phillips M.R., Pigott D.M., Pilgrim T., Pilz T.M., Pirsaheb M., Plana-Ripoll O., Plass D., Pokhrel K.N., Polibin R.V., Polinder S., Polkinghorne K.R., Postma M.J., Pourjafar H., Pourmalek F., Pourmirza Kalhori R., Pourshams A., Poznańska A., Prada S.I., Prakash V., Pribadi D.R.A., Pupillo E., Quazi Syed Z., Rabiee M., Rabiee N., Radfar A., Rafiee A., Rafiei A., Raggi A., Rahimi-Movaghar A., Rahman M.A., Rajabpour-Sanati A., Rajati F., Ramezanzadeh K., Ranabhat C.L., Rao P.C., Rao S.J., Rasella D., Rastogi P., Rathi P., Rawaf D.L., Rawaf S., Rawal L., Razo C., Redford S.B., Reiner R.C., Jr, Reinig N., Reitsma M.B., Remuzzi G., Renjith V., Renzaho A.M.N., Resnikoff S., Rezaei N., Rezai M., Rezapour A., Rhinehart P-A., Riahi S.M., Ribeiro A.L.P., Ribeiro D.C., Ribeiro D., Rickard J., Roberts N.L.S., Roberts S., Robinson S.R., Roever L., Rolfe S., Ronfani L., Roshandel G., Roth G.A., Rubagotti E., Rumisha S.F., Sabour S., Sachdev P.S., Saddik B., Sadeghi E., Sadeghi M., Saeidi S., Safi S., Safiri S., Sagar R., Sahebkar A., Sahraian M.A., Sajadi S.M., Salahshoor M.R., Salamati P., Salehi Zahabi S., Salem H., Salem M.R.R., Salimzadeh H., Salomon J.A., Salz I., Samad Z., Samy A.M., Sanabria J., Santomauro D.F., Santos I.S., Santos J.V., Santric-Milicevic M.M., Saraswathy S.Y.I., Sarmiento-Suárez R., Sarrafzadegan N., Sartorius B., Sarveazad A., Sathian B., Sathish T., Sattin D., Sbarra A.N., Schaeffer L.E., Schiavolin S., Schmidt M.I., Schutte A.E., Schwebel D.C., Schwendicke F., Senbeta A.M., Senthilkumaran S., Sepanlou S.G., Shackelford K.A., Shadid J., Shahabi S., Shaheen A.A., Shaikh M.A., Shalash A.S., Shams-Beyranvand M., Shamsizadeh M., Shannawaz M., Sharafi K., Sharara F., Sheena B.S., Sheikhtaheri A., Shetty R.S., Shibuya K., Shiferaw W.S., Shigematsu M., Shin J.I., Shiri R., Shirkoohi R., Shrime M.G., Shuval K., Siabani S., Sigfusdottir I.D., Sigurvinsdottir R., Silva J.P., Simpson K.E., Singh A., Singh J.A., Skiadaresi E., Skou S.T., Skryabin V.Y., Sobngwi E., Sokhan A., Soltani S., Sorensen R.J.D., Soriano J.B., Sorrie M.B., Soyiri I.N., Sreeramareddy C.T., Stanaway J.D., Stark B.A., Ştefan S.C., Stein C., Steiner C., Steiner T.J., Stokes M.A., Stovner L.J., Stubbs J.L., Sudaryanto A., Sufiyan M.B., Sulo G., Sultan I., Sykes B.L., Sylte D.O., Szócska M., Tabarés-Seisdedos R., Tabb K.M., Tadakamadla S.K., Taherkhani A., Tajdini M., Takahashi K., Taveira N., Teagle W.L., Teame H., Tehrani-Banihashemi A., Teklehaimanot B.F., Terrason S., Tessema Z.T., Thankappan K.R., Thomson A.M., Tohidinik H.R., Tonelli M., Topor-Madry R., Torre A.E., Touvier M., Tovani-Palone M.R.R., Tran B.X., Travillian R., Troeger C.E., Truelsen T.C., Tsai A.C., Tsatsakis A., Tudor Car L., Tyrovolas S., Uddin R., Ullah S., Undurraga E.A., Unnikrishnan B., Vacante M., Vakilian A., Valdez P.R., Varughese S., Vasankari T.J., Vasseghian Y., Venketasubramanian N., Violante F.S., Vlassov V., Vollset S.E., Vongpradith A., Vukovic A., Vukovic R., Waheed Y., Walters M.K., Wang J., Wang Y., Wang Y-P., Ward J.L., Watson A., Wei J., Weintraub R.G., Weiss D.J., Weiss J., Westerman R., Whisnant J.L., Whiteford H.A., Wiangkham T., Wiens K.E., Wijeratne T., Wilner L.B., Wilson S., Wojtyniak B., Wolfe C.D.A., Wool E.E., Wu A-M., Wulf Hanson S., Wunrow H.Y., Xu G., Xu R., Yadgir S., Yahyazadeh Jabbari S.H., Yamagishi K., Yaminfirooz M., Yano Y., Yaya S., Yazdi-Feyzabadi V., Yearwood J.A., Yeheyis T.Y., Yeshitila Y.G., Yip P., Yonemoto N., Yoon S-J., Yoosefi Lebni J., Younis M.Z., Younker T.P., Yousefi Z., Yousefifard M., Yousefinezhadi T., Yousuf A.Y., Yu C., Yusefzadeh H., Zahirian Moghadam T., Zaki L., Zaman S.B., Zamani M., Zamanian M., Zandian H., Zangeneh A., Zastrozhin M.S., Zewdie K.A., Zhang Y., Zhang Z-J., Zhao J.T., Zhao Y., Zheng P., Zhou M., Ziapour A., Zimsen S.R.M., Naghavi M., Murray C.J.L. Global burden of 369 diseases and injuries in 204 countries and territories, 1990–2019: A systematic analysis for the Global Burden of Disease Study 2019. Lancet. 2020;396(10258):1204–1222. doi: 10.1016/S0140-6736(20)30925-9. - DOI - PMC - PubMed
-
- Slot K.B., Berge E., Dorman P., Lewis S., Dennis M., Sandercock P. Impact of functional status at six months on long term survival in patients with ischaemic stroke: Prospective cohort studies. BMJ. 2008;336(7640):376–379. doi: 10.1136/bmj.39456.688333.BE. - DOI - PMC - PubMed
-
- Choi D.H., Kobayashi Y., Nishi T., Kim H.K., Ki Y.J., Kim S.S., Park K.H., Song H., Fearon W.F. Combination of mean platelet volume and neutrophil to lymphocyte ratio predicts long-term major adverse cardiovascular events after percutaneous coronary intervention. Angiology. 2019;70(4):345–351. doi: 10.1177/0003319718768658. - DOI - PubMed
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