A prediction model of elderly hip fracture mortality including preoperative red cell distribution width constructed based on the random survival forest (RSF) and Cox risk ratio regression

Amen TB, Varady NH, Hayden BL et al (2020) Pathologic versus native hip fractures: comparing 30-day mortality and short-term complication profiles. J Arthroplast 35:1194–1199

Article  Google Scholar 

Coburn M, Sanders RD, Maze M et al (2018) The hip fracture surgery in elderly patients (HIPELD) study to evaluate xenon anaesthesia for the prevention of postoperative delirium: a multicentre, randomized clinical trial. Br J Anaesth 120:127–137

Article  CAS  PubMed  Google Scholar 

Ishwaran H, Gerds TA, Kogalur UB et al (2014) Random survival forests for competing risks. Biostatistics 15:757–773

Article  PubMed  PubMed Central  Google Scholar 

Seo IH, Lee YJ (2022) Usefulness of complete blood count (CBC) to assess cardiovascular and metabolic diseases in clinical settings: a comprehensive literature review. Biomedicines 10 undefined

Liu J, Ma Y, Xie W et al (2023) Lasso-based machine learning algorithm for predicting postoperative lung complications in elderly: a single-center retrospective study from China. Clin Interv Aging 18:597–606

Article  PubMed  PubMed Central  Google Scholar 

Li Y, Chen M, Lv H et al (2021) A novel machine-learning algorithm for predicting mortality risk after hip fracture surgery. Injury 52:1487–1493

Article  PubMed  Google Scholar 

Li L, Sun G, Yu J et al (2023) Identification of predictors for the comprehensive clinical risk and severity of coronary lesions of acute coronary syndrome. Front Cardiovasc Med 10:1046895

Article  CAS  PubMed  PubMed Central  Google Scholar 

Garbharran U, Chinthapalli S, Hopper I et al (2013) Red cell distribution width is an independent predictor of mortality in hip fracture. Age Ageing 42:258–261

Article  PubMed  Google Scholar 

Zehir S, Sipahioğlu S, Ozdemir G et al (2014) Red cell distribution width and mortality in patients with hip fracture treated with partial prosthesis. Acta Orthop Traumatol Turc 48:141–146

Article  PubMed  Google Scholar 

Aali-Rezaie A, Alijanipour P, Shohat N et al (2018) Red cell distribution width: an unacknowledged predictor of mortality and adverse outcomes following revision arthroplasty. J Arthroplast 33:3514–3519

Article  Google Scholar 

Kim K, Nerlekar R, Tranah GJ et al (2022) Higher red cell distribution width and poorer hospitalization-related outcomes in elderly patients. J Am Geriatr Soc 70:2354–2362

Article  PubMed  Google Scholar 

Sanford K, Case N, Blake B et al (2020) Changes in Mean corpuscular volume and RBC distribution width predict erythrocyte engraftment following ABO-incompatible hematopoietic stem cell transplantation. Am J Clin Pathol 153:781–789

Article  PubMed  Google Scholar 

Kayacık Günday Ö, Özdemir Erdoğan M, Pehlivan A et al (2022) The effect of metformin treatment on leukocyte telomere length in patients with polycystic ovary syndrome: a prospective case-control study. J Assist Reprod Genet 39:2153–2161

Article  PubMed  PubMed Central  Google Scholar 

Balistreri CR, Pisano C, Bertoldo F et al (2019) Red blood cell distribution width, vascular aging biomarkers, and endothelial progenitor cells for predicting vascular aging and diagnosing/prognosing age-related degenerative arterial diseases. Rejuvenation Res 22:399–408

Article  CAS  PubMed  Google Scholar 

Jelkmann W (1998) Proinflammatory cytokines lowering erythropoietin production. J Interferon Cytokine Res 18:555–559

Article  CAS  PubMed  Google Scholar 

Wacka E, Wawrzyniak-Gramacka E, Tylutka A et al (2023) The role of inflammation in age-associated changes in red blood system. Int J Mol Sci 24 undefined

Brzeźniakiewicz-Janus K, Rupa-Matysek J, Tukiendorf A et al (2020) Red blood cells mean corpuscular volume (MCV) and red blood distribution width (RDW) parameters as potential indicators of regenerative potential in older patients and predictors of acute mortality - preliminary report. Stem Cell Rev Rep 16:711–717

Article  PubMed  PubMed Central  Google Scholar 

May JE, Marques MB, Reddy VVB et al (2019) Three neglected numbers in the CBC: the RDW, MPV, and NRBC count. Cleve Clin J Med 86:167–172

Article  PubMed  Google Scholar 

Xanthopoulos A, Giamouzis G, Dimos A et al (2022) Red blood cell distribution width in heart failure: pathophysiology, prognostic role, controversies and dilemmas. J Clin Med 11 undefined

Babaoglu E, Ulasli SS (2023) Clinical importance of red cell distribution width and red cell index in pulmonary embolism. Eur Rev Med Pharmacol Sci 27:4108–4115

CAS  PubMed  Google Scholar 

Lv H, Zhang L, Long A et al (2016) Red cell distribution width as an independent predictor of long-term mortality in hip fracture patients: a prospective cohort study. J Bone Miner Res 31:223–233

Article  CAS  PubMed  Google Scholar 

Marom O, Paz I, Topaz G et al (2022) Red cell distribution width-a mortality predictor in older adults with proximal femoral fracture. Arch Gerontol Geriatr 100:104623

Article  PubMed  Google Scholar 

Hamdan M, Haddad BI, Jabaiti M et al (2021) Does red cell distribution width predict hip fracture mortality among the Arab population? A single-center retrospective cohort study. Int J Gen Med 14:10195–10202

Article  PubMed  PubMed Central  Google Scholar 

Akcal MA, Eke I (2021) Post-operative red cell distribution width increase may predict mortality in patients operated for hip fracture. Clin Lab 67 undefined

Wei-Hsiang H, Zhu Y, Zhang J et al (2021) Pretreatment red blood cell distribution width as an efficient predictor of survival in older patients undergoing hip fracture surgery. Int J Clin Pract 75:e14791

Article  PubMed  Google Scholar 

Yin P, Lv H, Zhang L et al (2016) Combination of red cell distribution width and American Society of Anesthesiologists score for hip fracture mortality prediction. Osteoporos Int 27:2077–2087

Article  CAS  PubMed  Google Scholar 

Kim KM, Lui LY, Cauley JA et al (2020) Red cell distribution width is a risk factor for hip fracture in elderly men without anemia. J Bone Miner Res 35:869–874

Article  CAS  PubMed  Google Scholar 

Hoffmann JJML, Urrechaga E (2020) Role of RDW in mathematical formulas aiding the differential diagnosis of microcytic anemia. Scand J Clin Lab Invest 80:464–469

Article  CAS  PubMed  Google Scholar 

Zhang L, Yin P, Lv H et al (2016) Anemia on admission is an independent predictor of long-term mortality in hip fracture population: a prospective study with 2-year follow-up. Medicine. 95(5):e2469

Article  PubMed  PubMed Central  Google Scholar 

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