Nutritional and laboratory assessment as predictors of hospitalization time, severity of the underlying disease and mortality in dogs
DOI:
https://doi.org/10.5433/1679-0359.2023v44n4p1409Keywords:
Dogs, C-Reactive Protein/albumin, Systemic Diseases, Prognosis.Abstract
: In medicine, prognosis is defined as a prediction based on a patient's diagnosis and therapeutic possibilities, including the duration and severity of illness, and death rate. The prognostic indices used in human medicine, or even the few standardized indices for veterinary medicine, are not widespread or routinely applied in small animal clinics. Thus, this study aimed to identify commonly used variables in routine clinical practice that may be useful as prognostic markers, correlating specifically with length of stay (LOS), disease severity, and mortality. This study included 246 routine dogs from a teaching veterinary hospital in southern Brazil who underwent analyses for nutritional status (NS) (by anamnesis, physical, and laboratory examinations), hematological examinations, and several serum biochemical parameters. Frequencies, means and standard deviations of the variables, correlation analyses and comparative analyses (Kruskal-Wallis at α = 5%) were calculated. The following relevant markers of disease severity in dogs were considered: presence of malnutrition, including history of hyporexia, anorexia, body condition score (BCS) ≤3 and muscle mass score (MMS≤2); low values of transferrin (TF), total iron binding capacity (TIBC) and anemia; high values of transferrin saturation (TS), lactate and C-Reactive Protein (CRP)/albumin ratio. In animals without systemic diseases or with mild-to-moderate systemic diseases, low albumin values, CRP/albumin ratio, and hyporexia were indicators of a long LOS. In animals with critical systemic diseases, low body mass index (BMI) and hemoglobin (HGB) values were indicators of a short LOS (secondary to high mortality). Mortality indicators in sick dogs included hypoalbuminemia and high urea concentration. In conclusion, the observation of these alterations, especially when they occur simultaneously, helps in determining the prognosis in dogs from a hospital population in an objective, practical, and accessible manner.
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Arihan, O., Wernly, B., Lichtenauer, M., Franz, M., Kabisch, B., Muessig, J., Masyuk, M., Lauten, A., Schulze, P. C., Hoppe, U. C., Kelm, M., & Jung, C. (2018). Blood Urea Nitrogen (BUN) is independently associated with mortality in critically ill patients admitted to ICU. PloS One, 13(1), e0191697. doi: 10.1371/journal.pone.0191697 DOI: https://doi.org/10.1371/journal.pone.0191697
Arnau-Barrés, I., Pascual-Dapena, A., López-Montesinos, I., Gómez-Zorrilla, S., Sorlí, L., Herrero, M., Nogués, X., Navarro-Valls, C., Ibarra, B., Canchucaja, L., Venancio, E. C., Blasco-Hernando, F., Cruz, J., Vázquez, O., Miralles, R., García-Giralt, N., & Güerri-Fernández, R. (2021). Severe hypoalbuminemia at admission is strongly associated with worse prognosis in older adults with SARS-CoV-2 infection. Journal of Clinical Medicine, 10(21), 5134. doi: 10.3390/jcm10215134 DOI: https://doi.org/10.3390/jcm10215134
Azab, B. N., Bhatt, V. R., Vonfrolio, S., Bachir, R., Rubinshteyn, V., Alkaied, H., Habeshy, A., Patel, J., Picon, A., & Bloom, S. W. (2013). Value of the pretreatment albumin to globulin ratio in predicting long-term mortality in breast cancer patients. The American Journal of Surgery, 206(5), 764-770. doi: 10.1016/j.amjsurg.2013.03.007 DOI: https://doi.org/10.1016/j.amjsurg.2013.03.007
Bohl, D. D., Shen, M. R., Kayupov, E., & Della Valle, C. J. (2016). Hypoalbuminemia independently predicts surgical site infection, pneumonia, length of stay, and readmission after total joint arthroplasty. The Journal of Arthroplasty, 31(1), 15-21. doi: 10.1016/j.arth.2015.08.028 DOI: https://doi.org/10.1016/j.arth.2015.08.028
Botteon, P. D. T. L. (2012). Lactato na medicina veterinária-atualização conceitual. Revista Brasileira de Medicina Veterinária, 34(4), 283-287.
Bove, R., Secor, E., Healy, B. C., Musallam, A., Vaughan, T., Glanz, B. I., Greeke, E., Weiner, H. L., Chitnis, T., Wicks, P., & De Jager, P. L. (2013). Evaluation of an online platform for multiple sclerosis research: patient description, validation of severity scale, and exploration of BMI effects on disease course. PloS One, 8(3), e59707. doi: 10.1371/journal.pone.0059707 DOI: https://doi.org/10.1371/journal.pone.0059707
Brunetto, M. A. (2006). Avaliação de suporte nutricional sobre a alta hospitalar em cães e gatos. Dissertação de mestrado, Faculdade de Medicina Veterinária Universidade Estadual Paulista Júlio de Mesquita Filho, Jaboticabal, SP, Brasil.
Bussab, W. O., & Morettin, P. A. (2014). Estatística básica (8nd ed.). Saraiva.
Callegari-Jacques, S. M. (2009). Bioestatística: princípios e aplicações. Artmed Editora.
Campodonico, J., Nicoli, F., Motta, I., Migone De Amicis, M., Bonomi, A., Cappellini, M., & Agostoni, P. (2021). Prognostic role of transferrin saturation in heart failure patients. European Journal of Preventive Cardiology, 28(15), 1639-1646. doi: 10.1093/eurjpc/zwaa112 DOI: https://doi.org/10.1093/eurjpc/zwaa112
Cheng, A., Hu, L., Wang, Y., Huang, L., Zhao, L., Zhang, C., Liu, X., Xu, R., Liu, F., Li, J., Ye, D., Wang, T., Lv, Y., & Liu, Q. (2020). Diagnostic performance of initial blood urea nitrogen combined with D-dimer levels for predicting in-hospital mortality in COVID-19 patients. International Journal of Antimicrobial Agents, 56(3), 106110. doi: 10.1016/j.ijantimicag.2020.106110 DOI: https://doi.org/10.1016/j.ijantimicag.2020.106110
Cohen, S., Nathan, J. A., & Goldberg, A. L. (2015). Muscle wasting in disease: molecular mechanisms and promising therapies. Nature Reviews Drug Discovery, 14(1), 58-74. doi: 10.1038/nrd4467 DOI: https://doi.org/10.1038/nrd4467
Cooper, B. A., Penne, E. L., Bartlett, L. H., & Pollock, C. A. (2004). Protein malnutrition and hypoalbuminemia as predictors of vascular events and mortality in ESRD. American Journal of Kidney Diseases, 43(1), 61-66. doi: 10.1053/j.ajkd.2003.08.045 DOI: https://doi.org/10.1053/j.ajkd.2003.08.045
Corkins, M. R., Guenter, P., DiMaria‐Ghalili, R. A., Jensen, G. L., Malone, A., Miller, S., Patel, V., Plogsted, S., Resnick, H. E., & American Society for Parenteral and Enteral Nutrition. (2014). Malnutrition diagnoses in hospitalized patients: United States, 2010. Journal of Parenteral and Enteral Nutrition, 38(2), 186-195. doi: 10.1177/0148607113512154 DOI: https://doi.org/10.1177/0148607113512154
Cortellini, S., Seth, M., & Kellett‐Gregory, L. M. (2015). Plasma lactate concentrations in septic peritonitis: a retrospective study of 83 dogs (2007–2012). Journal of Veterinary Emergency and Critical Care, 25(3), 388-395. doi: 10.1111/vec.12234 DOI: https://doi.org/10.1111/vec.12234
Da Silva, L. M. S., Martins, L. F., Santos, C. C., & Oliveira, R. M. (2014). Índices prognósticos na prática clínica de enfermagem em terapia intensiva: revisão integrativa. Revista Eletrônica de Enfermagem, 16(1), 179-190. doi: 10.5216/ree.v16i1.22830 DOI: https://doi.org/10.5216/ree.v16i1.22830
Eckart, A., Struja, T., Kutz, A., Baumgartner, A., Baumgartner, T., Zurfluh, S., Neeser, O., Huber, A., Stanga, Z., Mueller, B., Schuetz, P., & Schuetz, P. (2020). Relationship of nutritional status, inflammation, and serum albumin levels during acute illness: a prospective study. The American Journal of Medicine, 133(6), 713-722. doi: 10.1016/j.amjmed.2019.10.031 DOI: https://doi.org/10.1016/j.amjmed.2019.10.031
Fabretti, A. K., Batista Fonseca, I. C. de, Pancieri, I. V. C., Knupp, F. C., Bordini, D. M., & Pereira, P. M. (2014). Avaliação clínica, laboratorial e perfil eletroforético na determinação do prognóstico de cães hospitalizados. Semina: Ciências Agrárias, 35(6), 3113-3126. doi: 10.5433/1679-0359.2014v35n6p3113 DOI: https://doi.org/10.5433/1679-0359.2014v35n6p3113
Fabretti, A. K., Coelho, A. D. F., Silva, C. N. D., Pincelli, V., Suhett, W. G., & Pereira, P. M. (2016). Associação entre lactato sanguíneo com a oxigenoterapia em cães anêmicos com indicação de transfusão sanguínea. Nosso Clínico, 19(109), 32-36.
Fabretti, A. K., Fonseca, I. B., Coelho, A. F., Silva, C. N., & Pereira, P. M. (2015). Evaluation of clinical, laboratory, and electrophoretic profiles for diagnosis of malnutrition in hospitalized dogs. Semina: Ciências Agrárias, 36(1), 217-230. doi: 10.5433/1679-0359.2015v36n1p217 DOI: https://doi.org/10.5433/1679-0359.2015v36n1p217
Fabretti, A. K., Siqueira, R. C. S., Amaral, H. F., Gomes, L. A., Venturini, D., & Pereira, P. M. (2021). Laboratory profile of malnutrition in hospitalized dogs. Semina: Ciências Agrárias, 42(6), 3273-3288. doi: 10.5433/1679-0359.2021v42n6p3273 DOI: https://doi.org/10.5433/1679-0359.2021v42n6p3273
Ghadiri-Anari, A., Nazemian, N., & Vahedian-Ardakani, H. A. (2014). Association of body mass index with hemoglobin concentration and iron parameters in Iranian population. International Scholarly Research Notices, 2014(525312), 1-3. doi: 10.1155/2014/525312 DOI: https://doi.org/10.1155/2014/525312
Gibson, D. J., Hartery, K., Doherty, J., Nolan, J., Keegan, D., Byrne, K., Martin, S. T., Buckley, M., Sheridan, J., Horgan, G., Mulcahy, H. E., Cullen, G., & Doherty, G. A. (2018). CRP/albumin ratio: an early predictor of steroid responsiveness in acute severe ulcerative colitis. Journal of Clinical Gastroenterology, 52(6), e48-e52. doi: 10.1097/MCG.0000000000000884 DOI: https://doi.org/10.1097/MCG.0000000000000884
Graham, F. J., Masini, G., Pellicori, P., Cleland, J. G., Greenlaw, N., Friday, J., Kazmi, S., & Clark, A. L. (2022). Natural history and prognostic significance of iron deficiency and anaemia in ambulatory patients with chronic heart failure. European Journal of Heart Failure, 24(5), 807-817. doi: 10.1002/ejhf.2251 DOI: https://doi.org/10.1002/ejhf.2251
Gupta, D., Vashi, P. G., Lammersfeld, C. A., & Braun, D. P. (2011). Role of nutritional status in predicting the length of stay in cancer: a systematic review of the epidemiological literature. Annals of Nutrition and Metabolism, 59(2-4), 96-106. doi: 10.1159/000332914 DOI: https://doi.org/10.1159/000332914
Hecht, C., Weber, M., Grote, V., Daskalou, E., Dell'Era, L., Flynn, D., Gerasimidis, K., Gottrand, F., Hartman, C., Hulst, J., Joosten, K., Karagiozoglou-Lampoudi, T., Koetse, H. A., Kolaček, S., Książyk, J., Niseteo, T., Olszewska, K., Pavesi, P., Piwowarczyk, A.,... Koletzko, B. (2015). Disease associated malnutrition correlates with length of hospital stay in children. Clinical Nutrition, 34(1), 53-59. doi: 10.1016/j.clnu.2014.01.003 DOI: https://doi.org/10.1016/j.clnu.2014.01.003
Huang, R. Z., Mao, M., Zheng, J., Liang, H. Q., Liu, F. L., Zhou, G. Y., Huang, Y., Zeng, F., & Li, X. (2021). Development of an immune-related gene pairs index for the prognosis analysis of metastatic melanoma. Scientific Reports, 11(1), 1-12. doi: 10.1038/s41598-020-80858-1 DOI: https://doi.org/10.1038/s41598-020-80858-1
Islam, M. S., Talukder, R., Sakib, A. M., & Mokhlesuzzaman, A. K. M. (2011). Study of relation between body mass index (BMI) and angiographically severity of coronary artery disease. KYAMC Journal, 1(2), 39-42. doi: 10.3329/kyamcj.v1i2.13312 DOI: https://doi.org/10.3329/kyamcj.v1i2.13312
Kaneko, J. J., Harvey, J. W., & Bruss, M. L. (Eds.). (2008). Clinical biochemistry of domestic animals. Academic press.
King, L. G., Wohl, J. S., Manning, A. M., Hackner, S. G., Raffe, M. R., & Maislin, G. (2001). Evaluation of the survival prediction index as a model of risk stratification for clinical research in dogs admitted to intensive care units at four locations. American Journal of Veterinary Research, 62(6), 948-954. doi: 10.2460/ajvr.2001.62.948 DOI: https://doi.org/10.2460/ajvr.2001.62.948
Kwiatkowska, E., Opara, M., Kwiatkowski, S., Domański, L., Marchelek-Myśliwiec, M., & Ciechanowski, K. (2019). Is transferrin saturation a useful marker of iron metabolism in patients with chronic kidney disease treated with hemodialysis? The Open Urology & Nephrology Journal, 12(1), 77-82. doi: 10.2174/1874303X01912010077 DOI: https://doi.org/10.2174/1874303X01912010077
Laflamme, D. P. (1997). Development and validation of a body condition score system for dogs. Canine Practice, 22(4), 10-15.
Lengfelder, L., Mahlke, S., Moore, L., Zhang, X., Williams III, G., & Lee, J. (2022). Prevalence and impact of malnutrition on length of stay, readmission, and discharge destination. Journal of Parenteral and Enteral Nutrition, 46(6), 1335-1342. doi: 10.1002/jpen.2322 DOI: https://doi.org/10.1002/jpen.2322
Liu, B., Xiao, K., Yan, P., Sun, T., Wang, J., Xie, F., Mo, G., & Xie, L. (2021). Albumin–globulin ratio is an independent determinant of 28-day mortality in patients with critical illness. Disease Markers, 2021(9965124), 1-5. doi: 10.1155/2021/9965124 DOI: https://doi.org/10.1155/2021/9965124
Liu, J., Li, H., Luo, M., Liu, J., Wu, L., Lin, X., Li, R., Wang, Z., Zhong, H., Zheng, W., Zhou, Y., Jiang, D., Tan, X., Zhou, Z., Peng, H., & Zhang, G. (2020). Lymphopenia predicted illness severity and recovery in patients with COVID-19: A single-center, retrospective study. PLoS One, 15(11), e0241659. doi: 10.1371/journal.pone.0241659 DOI: https://doi.org/10.1371/journal.pone.0241659
Lombardi, P., Palatucci, A. T., Giovazzino, A., Mastellone, V., Ruggiero, G., Rubino, V., Musco, N., Crupi, R., Cutrignelli, M. I., Britti, D., Vassalotti, G., Terrazzano, G., & Cortese, L. (2019). Clinical and immunological response in dogs naturally infected by L. infantum treated with a nutritional supplement. Animals, 9(8), 501. doi: 10.3390/ani9080501 DOI: https://doi.org/10.3390/ani9080501
Luis, D. A. de, Izaola, O., Cuellar, L., Cabezas, G., Rojo, S., Aller, R., & Sagrado, M. G. (2006). Nutritional assessment: predictive variables at hospital admission related with length of stay. Annals of Nutrition and Metabolism, 50(4), 394-398. doi: 10.1159/000094362 DOI: https://doi.org/10.1159/000094362
Ma, X., Yang, J., Wang, X., Wang, X., & Chai, S. (2022). The clinical value of systemic inflammatory response index and inflammatory prognosis index in predicting 3-month outcome in acute ischemic stroke patients with intravenous thrombolysis. International Journal of General Medicine, 2022(15), 7907-7918. doi: 10.2147/IJGM.S384706 DOI: https://doi.org/10.2147/IJGM.S384706
Mainous, A. G., Diaz, V. A., Knoll, M. E., Hulihan, M. M., Grant, A. M., & Wright, R. U. (2013). Transferrin saturation and hospital length of stay and mortality in Medicare beneficiaries. Journal of the American Geriatrics Society, 61(1), 132-136. doi: 10.1111/jgs.12044 DOI: https://doi.org/10.1111/jgs.12044
Mrimi, E. C., Palmeirim, M. S., Minja, E. G., Long, K. Z., & Keiser, J. (2022). Malnutrition, anemia, micronutrient deficiency and parasitic infections among schoolchildren in rural Tanzania. PLoS Neglected Tropical Diseases, 16(3), e0010261. doi: 10.1371/journal.pntd.0010261 DOI: https://doi.org/10.1371/journal.pntd.0010261
Muir, W. W. (2007). Considerations for general anesthesia. In W. J. Tranquilli, J. C. Thurmon, & K. A. Grim (Eds.), Lumb & Jones´s veterinary anesthesia and analgesia (4nd ed., pp. 17-30). Iowa.
Muller, J. E., Pinheiro, M. S., & Mendonça, D. C. (2008). Adaptação do índice de massa corporal humano para cães. Ciência Rural, 38(4), 1038-1043. doi: 10.1590/S0103-84782008000400020 DOI: https://doi.org/10.1590/S0103-84782008000400020
Nakajima, M., Ohno, K., Goto-Koshino, Y., Fujino, Y., & Tsujimoto, H. (2014). Plasma transferrin concentration as a nutritional marker in malnourished dogs with nutritional treatment. Journal of Veterinary Medical Science, 76(4), 539-543. doi: 10.1292/jvms.13-0583 DOI: https://doi.org/10.1292/jvms.13-0583
Nakajima, M., Ohno, K., Takeuchi, Y., Takeuchi, A., Nakashima, K., Fujino, Y., & Tsujimoto, H. (2012). Usefulness of plasma transferrin levels as dynamic assessment of protein nutrition in dog. Journal of Pet Animal Nutrition, 15(2), 65-71. doi: 10.11266/jpan.15.65
Namendys-Silva, S. A., Silva-Medina, M. A., Vásquez-Barahona, G. M., Baltazar-Torres, J. A., Rivero-Sigarroa, E., Fonseca-Lazcano, J. A., & Domínguez-Cherit, G. (2013). Application of a modified sequential organ failure assessment score to critically ill patients. Brazilian Journal of Medical and Biological Research, 46(2), 186-193. doi: 10.1590/1414-431X20122308 DOI: https://doi.org/10.1590/1414-431X20122308
Niewiński, G., Starczewska, M. H., & Kański, A. (2014). Prognostic scoring systems for mortality in intensive care units - the APACHE model. Anaesthesiology Intensive Therapy, 46(1), 46-49. doi: 10.5603/AIT.2014.0010 DOI: https://doi.org/10.5603/AIT.2014.0010
Niseteo, T., Hojsak, I., & Kolaček, S. (2020). Malnourished children acquire nosocomial infections more often and have significantly increased length of hospital stay. Clinical Nutrition, 39(5), 1560-1563. doi: 10.1016/j.clnu.2019.06.022 DOI: https://doi.org/10.1016/j.clnu.2019.06.022
Oliveira, L. M. L., Rocha, A. P. C., & Silva, J. M. A. (2008). Avaliação nutricional em pacientes hospitalizados: uma responsabilidade interdisciplinar. Saber Científico, 1(1), 240-252.
Ong, C., Han, W. M., Wong, J. J. M., & Lee, J. H. (2014). Nutrition biomarkers and clinical outcomes in critically ill children: a critical appraisal of the literature. Clinical Nutrition, 33(2), 191-197. doi: 10.1016/j.clnu.2013.12.010 DOI: https://doi.org/10.1016/j.clnu.2013.12.010
Park, J. E., Chung, K. S., Song, J. H., Kim, S. Y., Kim, E. Y., Jung, J. Y., Kang, Y. A., Park, M. S., Kim, Y. S., Chang, J., & Leem, A. Y. (2018). The C-reactive protein/albumin ratio as a predictor of mortality in critically ill patients. Journal of Clinical Medicine, 7(10), 333. doi: 10.3390/jcm7100333 DOI: https://doi.org/10.3390/jcm7100333
Peres, I. T., Hamacher, S., Oliveira, F. L. C., Thomé, A. M. T., & Bozza, F. A. (2020). What factors predict length of stay in the intensive care unit? Systematic review and meta-analysis. Journal of Critical Care, 2020(60), 183-194. doi: 10.1016/j.jcrc.2020.08.003 DOI: https://doi.org/10.1016/j.jcrc.2020.08.003
Pimentel-Gomes, F. (2009). Curso de estatística experimental (15nd ed.). ESALQ.
Pires, L. S. A., Dittrich, R. L., Souza, A. C., Bertol, M. A. F., & Patrício, L. F. L. (2011). Parâmetros utilizados na avaliação do metabolismo do ferro em cães. Ciência Rural, 41(2), 272-277. doi: 10.1590/S0103-84782011000200015 DOI: https://doi.org/10.1590/S0103-84782011000200015
Portero, M., Merlo, E. M. de, Pérez, C., Benito, M., Daza, M. A., & Fragio, C. (2019). Cerebrospinal fluid and blood lactate concentrations as prognostic biomarkers in dogs with meningoencephalitis of unknown origin. The Veterinary Journal, 254, 105395. doi: 10.1016/j.tvjl.2019.105395 DOI: https://doi.org/10.1016/j.tvjl.2019.105395
Qin, G., Tu, J., Liu, L., Luo, L., Wu, J., Tao, L., Zhang, C., Geng, X., Chen, X., Ai, X., Shen, B., & Pan, W. (2016). Serum albumin and C-reactive protein/albumin ratio are useful biomarkers of Crohn’s disease activity. Medical Science Monitor, 2016(22), 4393-4400. doi: 10.12659/msm.897460 DOI: https://doi.org/10.12659/MSM.897460
Rabelo, R. C., Arnold, C. F., & Alsua, S. C. (2009). RICO Score-classificação rápida de sobrevida em cuidados intensivos. Variáveis inter-relacionadas em cães. Clínica Veterinária, 15(78), 28-38.
Rössler, J., Schoenrath, F., Seifert, B., Kaserer, A., Spahn, G. H., Falk, V., & Spahn, D. R. (2020). Iron deficiency is associated with higher mortality in patients undergoing cardiac surgery: a prospective study. British Journal of Anaesthesia, 124(1), 25-34. doi: 10.1016/j.bja.2019.09.016 DOI: https://doi.org/10.1016/j.bja.2019.09.016
Ruggerone, B., Scavone, D., Troìa, R., Giunti, M., Dondi, F., & Paltrinieri, S. (2021). Comparison of protein carbonyl (PCO), paraoxonase-1 (PON1) and C-reactive protein (CRP) as diagnostic and prognostic markers of septic inflammation in dogs. Veterinary Sciences, 8(6), 93-107. doi: 10.3390/vetsci8060093 DOI: https://doi.org/10.3390/vetsci8060093
Shah, A., Memon, M., Kay, J., Wood, T. J., Tushinski, D. M., & Khanna, V. (2019). Preoperative patient factors affecting length of stay following total knee arthroplasty: a systematic review and meta-analysis. The Journal of Arthroplasty, 34(9), 2124-2165. doi: 10.1016/j.arth.2019.04.048 DOI: https://doi.org/10.1016/j.arth.2019.04.048
Sharma, K., Mogensen, K. M., & Robinson, M. K. (2019). Pathophysiology of critical illness and role of nutrition. Nutrition in Clinical Practice, 34(1), 12-22. doi: 10.1002/ncp.10232 DOI: https://doi.org/10.1002/ncp.10232
Silva, H. V. da, Santos, S. O., Silva, N. O., Ribeiro, F. D., Josua, L. L., & Moreira, A. S. B. (2012). Nutritional assessment associated with length of inpatients' hospital stay. Nutricion Hospitalaria, 27(2), 542-547. doi: 10.1590/S0212-16112012000200029
Squassoni, G. F., Motheo, T. F., Feliciano, M. A. R., & Vicente, W. R. R. (2011). Concentração sérica de proteína C-reativa em cadelas hígidas, gestantes ou com piometra. Revista Científica Eletrônica de Medicina Veterinária, 9(17), 1-9.
Stack, A. G., Mutwali, A. I., Nguyen, H. T., Cronin, C. J., Casserly, L. F., & Ferguson, J. (2014). Transferrin saturation ratio and risk of total and cardiovascular mortality in the general population. QJM: An International Journal of Medicine, 107(8), 623-633. doi: 10.1093/qjmed/hcu045 DOI: https://doi.org/10.1093/qjmed/hcu045
Stelmasiak, M., Bałan, B., Mikaszewska-Sokolewicz, M., Niewiński, G., Kosałka, K., Szczepanowska, E., & Słotwiński, R. (2021). The relationship between the degree of malnutrition and changes in selected parameters of the immune response in critically ill patients. Central European Journal of Immunology, 46(1), 82-91. doi: 10.5114/ceji.2021.105248 DOI: https://doi.org/10.5114/ceji.2021.105248
Ugajin, M., Yamaki, K., Iwamura, N., Yagi, T., & Asano, T. (2012). Blood urea nitrogen to serum albumin ratio independently predicts mortality and severity of community-acquired pneumonia. International Journal of General Medicine, 2012(5), 583-589. doi: 10.2147/IJGM.S33628 DOI: https://doi.org/10.2147/IJGM.S33628
Veena, A., Amit, D., Sonagra, B., Rekha, M. B., & Jayaprakash, M. D. S. (2013). Study of serum iron, TIBC, transferrin saturation and ferritin in iron deficiency anemia in tertiary care hospital. International Journal of Pharmacy and Biological Sciences, 3(1), 14-23.
Warner, M. A., Hanson, A. C., Frank, R. D., Schulte, P. J., Go, R. S., Storlie, C. B., & Kor, D. J. (2020). Prevalence of and recovery from anemia following hospitalization for critical illness among adults. JAMA Network Open, 3(9), e2017843-e2017843. doi: 10.1001/jamanetworkopen.2020.17843 DOI: https://doi.org/10.1001/jamanetworkopen.2020.17843
Weiss, G., Ganz, T., & Goodnough, L. T. (2019). Anemia of inflammation. Blood, The Journal of the American Society of Hematology, 133(1), 40-50. doi: 10.1182/blood-2018-06-856500 DOI: https://doi.org/10.1182/blood-2018-06-856500
Wissler, C. (1905). The spearman correlation formula. Science, 22(558), 309-311. DOI: https://doi.org/10.1126/science.22.558.309
World Small Animal Veterinary Association (2013). Muscle condition score. WSAVA Global Veterinary Development. https://wsava.org/wp-content/uploads/2020/01/Muscle-Condition-Score-Chart-for-Dogs. pdf
Zalles Cueto, L., Paz Soldan, R. S., & Gamarra Salas, M. L. (2012). Utilidad del Índice de Pronóstico Inflamatorio y Nutricional (PINI) en el diagnóstico de niños con desnutrición grave. Gaceta Médica Boliviana, 35(1), 7-11.
Zaninetti, C., Klersy, C., Scavariello, C., Bastia, R., Balduini, C. L., & Invernizzi, R. (2018). Prevalence of anemia in hospitalized internal medicine patients: Correlations with comorbidities and length of hospital stay. European Journal of Internal Medicine, 51, 11-17. doi: 10.1016/j.ejim.2017.11.001 DOI: https://doi.org/10.1016/j.ejim.2017.11.001
Zhang, Y., Zhu, J. Y., Zhou, L. N., Tang, M., Chen, M. B., & Tao, M. (2020). Predicting the prognosis of gastric cancer by albumin/globulin ratio and the prognostic nutritional index. Nutrition and Cancer, 72(4), 635-644. doi: 10.1080/01635581.2019.1651347 DOI: https://doi.org/10.1080/01635581.2019.1651347
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