2019, Number 3
<< Back Next >>
Rev Med Inst Mex Seguro Soc 2019; 57 (3)
Validation of a predictive index of neoplasia in unexplained weight loss
Casarrubias-Ramírez M, López-Martínez JE, Pineda-Galindo LF, Carrillo-González AL, Zavaleta-Ramírez E, Iniestra-Flores F
Language: Spanish
References: 19
Page: 133-139
PDF size: 145.79 Kb.
ABSTRACT
Background: Involuntary weight loss (IWL) is associated
with a bad prognosis. A causal diagnosis is difficult and
the priority is to identify those patients at risk of a serious
underlying disease, such as malignant neoplasia.
Objective: External validation of a prognostic index of
neoplasia in patients with IWL.
Methods: Patients referred for IWL from 2005 to 2014 to
the Department of Internal Medicine, of a specialty care
hospital in Mexico City were studied. Al of them underwent
an evaluation consisting of medical history, physical
examination and basic laboratory studies, those patients
without an apparent cause of IWL, were included. A
probability of neoplasia according to Hernández
prognostic index was calculated. Complementary
diagnostic studies were performed until a causal diagnosis
was reached, or the cases were classified as “unknown
cause”, if the etiology was not possible to find after one
year of follow-up. A binarian logistic model was
constructed with five variables age, leucocyte count,
albumin, lactic dehydrogenase and alkaline phosphatase
levels, and a prediction rule was developed.
Results: 130 Patients were included and 45 of them
(30%) had a neoplastic cause of IWL. The prediction rule
according to Hernández criteria, correctly classified 65%
of the patients (sensitivity 29%, Specificity 85%, positive
predictive value 50% and negative predictive value 69%).
When the original index was modified in two categories
(high and low probability), it showed a sensitivity of 84.4%
and a negative predictive value of 85.7%.
Conclusion: The Hernández index has a limited value
as a screening tool.
REFERENCES
Pamuk ER, Williamson DF, Madans J, Serdula MK, Kleinman JC, Byers T. Weight Loss and Mortality in a National Cohort of Adults, 1971-1987. Am J Epidemiol. 1992;136(6):686-97.
Knudtson MD, Klein BEK, Klein R, Shankar A. Associations with Weight Loss and Subsequent Mortality Risk. Ann Epidemiol. 2005;15(7):483-91. DOI: 10.1016/ j.annepidem.2004.12.003
Metalidis C, Knockaert DC, Bobbaers H, Vanderschueren S. Involuntary weight loss. Does a negative baseline evaluation provide adequate reassurance? Eur J Intern Med. 2008;19(5):345-9. DOI: 10.1016/j.ejim.2007.09.019
Wu JM, Lin MH, Peng LN, Chen LK, Hwang SJ. Evaluating diagnostic strategy of older patients with unexplained unintentional body weight loss: A hospitalbased study. Arch Gerontol Geriatr. 2011;53(1):e51-4. DOI: 10.1016/j.archger.2010.10.016
Wallace JI, Schwartz RS, LaCroix AZ, Uhlmann RF, Pearlman RA. Involuntary Weight Loss in Older Outpatients: Incidence and Clinical Significance. J Am Geriatr Soc. 1995;43(4):329-37.
Marton KI, Sox HC Jr, Krupp JR. Involuntary Weight Loss: Diagnostic and Prognostic Significance. Ann Intern Med. 1981;95(5):568-74.
Hernández JL, Matorras P, Riancho JA, González-Macías J. Involuntary weight loss without specific symptoms: a clinical prediction score for malignant neoplasm. QJM. 2003;96(9):649-55. DOI: 10.1093/ qjmed/hcg107
Hernández JL, Riancho JA, Matorras P, González- Macías J. Clinical Evaluation for Cancer in Patients with Involuntary Weight Loss without Specific Symptoms. Am J Med. 2003;114(8):631-7. DOI: 10.1016/s0002- 9343(03)00115-3
Thompson MP, Morris LK. Unexplained Weight Loss in the Ambulatory Elderly. J Am Geriatr Soc. 1991;39(5): 497-500.
Bosch X, Monclús E, Escoda O, Guerra-García M, Moreno P, Guasch N, et al. Unintentional weight loss: Clinical characteristics and outcomes in a prospective cohort of 2677 patients. PLoS One. 2017;12(4): e0175125. DOI: 10.1371/journal.pone.0175125
Lankisch PG, Gerzmann M, Gerzmann JF, Lehnick D. Unintentional weight loss: diagnosis and prognosis. The first prospective follow-up study from a secondary referral centre. J Intern Med. 2001;249(1):41-6. DOI: 10.1046/ j.1365-2796.2001.00771.x
Mata-Marín JA. Variables asociadas con diagnóstico subsecuente de cáncer en el paciente con pérdida de peso involuntaria. Tesis de especialidad en Medicina Interna. Universidad Nacional Autónoma de México: Ciudad de México; 2005.
Bilbao-Garay J, Barba R, Losa-García JE, Martín H, García de Casasola G, Castilla V, et al. Assessing clinical probability of organic disease in patients with involuntary weight loss: a simple score. Eur J Intern Med. 2002;13 (4):240-5. DOI: 10.1016/S0953-6205(02)00032-8
Baicus C, Ionescu R, Tanasescu C. Does this patient have cancer? The assessment of age, anemia, and erythrocyte sedimentation rate in cancer as a cause of weight loss. A retrospective study based on a secondary care university hospital in Romania. Eur J Intern Med. 2006;17(1):28-31. DOI: 10.1016/j.ejim.2005.07.009
Baicus C, Caraiola S, Rimbas M, Patrascu R, Baicus A. Utility of Routine Hematological and Inflammation Parameters for the Diagnosis of Cancer in Involuntary Weight Loss. J Investig Med. 2011;59(6):951-5.
Baicus C, Caraiola S, Rimbas M, Patrascu R, Baicus A. Serum Cytokines and Cancer in Involuntary Weight Loss. J Investig Med. 2012;60(5):827-9.
Vanderschueren S, Geens E, Knockaert D, Bobbaers H. The diagnostic spectrum of unintentional weight loss. Eur J Intern Med. 2005;16(3):160-4. DOI: 10.1016/j.ejim.2005.01.004
Chen SP, Peng LN, Lin MH, Lai HY, Hwang SJ, Chen LK. Evaluating probability of cancer among older people with unexplained, unintentional weight loss. Arch Gerontol Geriatr. 2010;50(Supl. 1):S27-9. DOI: 10.1016/S0167-4943 (10)70008-X
Baicus C, Rimbas M, Baicus A, Caraiola S. Cancer and Involuntary Weight Loss: Failure to Validate a Prediction Score. PLoS One. 2014;9(4):e95286. DOI: 10.1371/journal.pone.0095286