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Published in: BMC Psychiatry 1/2009

Open Access 01-12-2009 | Research article

Predictors of metabolic monitoring among schizophrenia patients with a new episode of second-generation antipsychotic use in the Veterans Health Administration

Authors: Lizheng Shi, Haya Ascher-Svanum, Yi-Ju Chiang, Yingnan Zhao, Vivian Fonseca, Daniel Winstead

Published in: BMC Psychiatry | Issue 1/2009

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Abstract

Background

To examine the baseline metabolic monitoring (MetMon) for second generation antipsychotics (SGA) among patients with schizophrenia in the Veterans Integrated Service Network (VISN) 16 of the Veterans Health Administration (VHA).

Methods

VISN16 electronic medical records for 10/2002-08/2005 were used to identify patients with schizophrenia who received a new episode of SGA treatment after 10/2003, in which the VISN 16 baseline MetMon program was implemented. Patients who underwent MetMon (MetMon+: either blood glucose or lipid testing records) were compared with patients who did not (MetMon-), on patient characteristics and resource utilization in the year prior to index treatment episode. A parsimonious logistic regression was used to identify predictors for MetMon+ with adjusted odds ratios (OR) and 95% confidence intervals (CI).

Results

Out of 4,709 patients, 3,568 (75.8%) underwent the baseline MetMon. Compared with the MetMon- group, the MetMon+ patients were found more likely to have baseline diagnoses or mediations for diabetes (OR [CI]: 2.336 [1.846-2.955]), dyslipidemia (2.439 [2.029-2.932]), and hypertension (1.497 [1.287-1.743]), substance use disorders (1.460 [1.257-1.696]), or to be recorded as obesity (2.052 [1.724-2.443]). Increased likelihood for monitoring were positively associated with number of antipsychotics during the previous year (FGA: 1.434 [1.129-1.821]; SGA: 1.503 [1.290-1.751]). Other significant predictors for monitoring were more augmentation episodes (1.580 [1.145-2.179]), more outpatient visits (1.007 [1.002-1.013])), hospitalization days (1.011 [1.007-1.015]), and longer duration of antipsychotic use (1.001 [1.001-1.001]). Among the MetMon+ group, approximately 38.9% patient had metabolic syndrome.

Discussion

This wide time window of 180 days, although congruent with the VHA guidelines for the baseline MetMon process, needs to be re-evaluated and narrowed down, so that optimally the monitoring event occurs at the time of receiving a new episode of SGA treatment. Future research will examine whether or not patients prescribed an SGA are assessed for metabolic syndrome following the index episode of antipsychotic therapy, and whether or not such baseline and follow-up monitoring programs in routine care are cost-effective.

Conclusion

The baseline MetMon has been performed for a majority of the VISN 16 patients with schizophrenia prior to index SGA over the study period. Compared with MetMon- group, MetMon+ patients were more likely to be obese and manifest a more severe illness profile.
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Literature
1.
go back to reference Newcomer JW: Metabolic syndrome and mental illness. J Manag Care. 2007, 13 (7 Suppl): S170-177. Newcomer JW: Metabolic syndrome and mental illness. J Manag Care. 2007, 13 (7 Suppl): S170-177.
2.
go back to reference Allison DB, Fontaine KR, Heo M, Mentore JL, Cappelleri JC, Chandler LP, Weiden PJ, Cheskin LJ: The distribution of body mass index among individuals with and without schizophrenia. J Clin Psychiatry. 1999, 60 (4): 215-220.CrossRefPubMed Allison DB, Fontaine KR, Heo M, Mentore JL, Cappelleri JC, Chandler LP, Weiden PJ, Cheskin LJ: The distribution of body mass index among individuals with and without schizophrenia. J Clin Psychiatry. 1999, 60 (4): 215-220.CrossRefPubMed
3.
go back to reference Homel P, Casey D, Allison DB: Changes in body mass index for individuals with and without schizophrenia, 1987-1996. Schizophr Res. 2002, 55 (3): 277-284. 10.1016/S0920-9964(01)00256-0.CrossRefPubMed Homel P, Casey D, Allison DB: Changes in body mass index for individuals with and without schizophrenia, 1987-1996. Schizophr Res. 2002, 55 (3): 277-284. 10.1016/S0920-9964(01)00256-0.CrossRefPubMed
4.
go back to reference Weiden PJ, Mackell JA, McDonnell DD: Obesity as a risk factor for antipsychotic noncompliance. Schizophr Res. 2004, 66 (1): 51-57. 10.1016/S0920-9964(02)00498-X.CrossRefPubMed Weiden PJ, Mackell JA, McDonnell DD: Obesity as a risk factor for antipsychotic noncompliance. Schizophr Res. 2004, 66 (1): 51-57. 10.1016/S0920-9964(02)00498-X.CrossRefPubMed
5.
go back to reference Dixon L, Weiden P, Delahanty J, Goldberg R, Postrado L, Lucksted A, Lehman A: Prevalence and correlates of diabetes in national schizophrenia samples. Schizophr Bull. 2000, 26 (4): 903-912.CrossRefPubMed Dixon L, Weiden P, Delahanty J, Goldberg R, Postrado L, Lucksted A, Lehman A: Prevalence and correlates of diabetes in national schizophrenia samples. Schizophr Bull. 2000, 26 (4): 903-912.CrossRefPubMed
6.
go back to reference Mukherjee S, Decina P, Bocola V, Saraceni F, Scapicchio PL: Diabetes mellitus in schizophrenic patients. Compr Psychiatry. 1996, 37 (1): 68-73. 10.1016/S0010-440X(96)90054-1.CrossRefPubMed Mukherjee S, Decina P, Bocola V, Saraceni F, Scapicchio PL: Diabetes mellitus in schizophrenic patients. Compr Psychiatry. 1996, 37 (1): 68-73. 10.1016/S0010-440X(96)90054-1.CrossRefPubMed
7.
go back to reference McIntyre RS, McCann SM, Kennedy SH: Antipsychotic metabolic effects: weight gain, diabetes mellitus, and lipid abnormalities. Can J Psychiatry. 2001, 46 (3): 273-281.PubMed McIntyre RS, McCann SM, Kennedy SH: Antipsychotic metabolic effects: weight gain, diabetes mellitus, and lipid abnormalities. Can J Psychiatry. 2001, 46 (3): 273-281.PubMed
8.
go back to reference Colton CW, Manderscheid RW: Congruencies in increased mortality rates, years of potential life lost, and causes of death among public mental health clients in eight states. Prev Chronic Dis. 2006, 3 (2): A42-PubMedPubMedCentral Colton CW, Manderscheid RW: Congruencies in increased mortality rates, years of potential life lost, and causes of death among public mental health clients in eight states. Prev Chronic Dis. 2006, 3 (2): A42-PubMedPubMedCentral
9.
go back to reference Graham KA, Cho H, Brownley KA, Harp JB: Early treatment-related changes in diabetes and cardiovascular disease risk markers in first episode psychosis subjects. Schizophr Res. 2008, 101 (1-3): 287-294. 10.1016/j.schres.2007.12.476.CrossRefPubMedPubMedCentral Graham KA, Cho H, Brownley KA, Harp JB: Early treatment-related changes in diabetes and cardiovascular disease risk markers in first episode psychosis subjects. Schizophr Res. 2008, 101 (1-3): 287-294. 10.1016/j.schres.2007.12.476.CrossRefPubMedPubMedCentral
11.
go back to reference Bobes J, Arango C, Aranda P, Carmena R, Garcia-Garcia M, Rejas J, CLAMORS Study Collaborative Group: Cardiovascular and metabolic risk in outpatients with schizophrenia treated with antipsychotics: results of the CLAMORS Study. Schizophr Res. 2007, 90 (1-3): 162-173. 10.1016/j.schres.2006.09.025.CrossRefPubMed Bobes J, Arango C, Aranda P, Carmena R, Garcia-Garcia M, Rejas J, CLAMORS Study Collaborative Group: Cardiovascular and metabolic risk in outpatients with schizophrenia treated with antipsychotics: results of the CLAMORS Study. Schizophr Res. 2007, 90 (1-3): 162-173. 10.1016/j.schres.2006.09.025.CrossRefPubMed
12.
go back to reference Daumit GL, Goff DC, Meyer JM, Davis VG, Nasrallah HA, McEvoy JP, Rosenheck R, Davis SM, Hsiao JK, Stroup TS, Lieberman JA: Antipsychotic effects on estimated 10-year coronary heart disease risk in the CATIE schizophrenia study. Schizophr Res. 2008, 105 (1-3): 175-187. 10.1016/j.schres.2008.07.006.CrossRefPubMedPubMedCentral Daumit GL, Goff DC, Meyer JM, Davis VG, Nasrallah HA, McEvoy JP, Rosenheck R, Davis SM, Hsiao JK, Stroup TS, Lieberman JA: Antipsychotic effects on estimated 10-year coronary heart disease risk in the CATIE schizophrenia study. Schizophr Res. 2008, 105 (1-3): 175-187. 10.1016/j.schres.2008.07.006.CrossRefPubMedPubMedCentral
13.
go back to reference Marder SR, Essock SM, Miller AL, Buchanan RW, Casey DE, Davis JM, Kane JM, Lieberman JA, Schooler NR, Covell N, Stroup S, Weissman EM, Wirshing DA, Hall CS, Pogach L, Pi-Sunyer X, Bigger JT, Friedman A, Kleinberg D, Yevich SJ, Davis B, Shon S: Physical health monitoring of patients with schizophrenia. Am J Psychiatry. 2004, 161 (8): 1334-1349. 10.1176/appi.ajp.161.8.1334.CrossRefPubMed Marder SR, Essock SM, Miller AL, Buchanan RW, Casey DE, Davis JM, Kane JM, Lieberman JA, Schooler NR, Covell N, Stroup S, Weissman EM, Wirshing DA, Hall CS, Pogach L, Pi-Sunyer X, Bigger JT, Friedman A, Kleinberg D, Yevich SJ, Davis B, Shon S: Physical health monitoring of patients with schizophrenia. Am J Psychiatry. 2004, 161 (8): 1334-1349. 10.1176/appi.ajp.161.8.1334.CrossRefPubMed
14.
go back to reference American Diabetes Association, American Psychiatric Association, American Association of Clinical Endocrinologists, North American Association for the Study of Obesity: Consensus development conference on antipsychotic drugs and obesity and diabetes. J Clin Psychiatry. 2004, 65 (2): 267-272.CrossRef American Diabetes Association, American Psychiatric Association, American Association of Clinical Endocrinologists, North American Association for the Study of Obesity: Consensus development conference on antipsychotic drugs and obesity and diabetes. J Clin Psychiatry. 2004, 65 (2): 267-272.CrossRef
15.
go back to reference McEvoy JP, Meyer JM, Goff DC, Nasrallah HA, Davis SM, Sullivan L, Meltzer HY, Hsiao J, Scott Stroup T, Lieberman JA: Prevalence of the metabolic syndrome in patients with schizophrenia: baseline results from the Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) schizophrenia trial and comparison with national estimates from NHANES III. Schizophr Res. 2005, 80 (1): 19-32. 10.1016/j.schres.2005.07.014.CrossRefPubMed McEvoy JP, Meyer JM, Goff DC, Nasrallah HA, Davis SM, Sullivan L, Meltzer HY, Hsiao J, Scott Stroup T, Lieberman JA: Prevalence of the metabolic syndrome in patients with schizophrenia: baseline results from the Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) schizophrenia trial and comparison with national estimates from NHANES III. Schizophr Res. 2005, 80 (1): 19-32. 10.1016/j.schres.2005.07.014.CrossRefPubMed
16.
go back to reference Morrato EH, Newcomer JW, Allen RR, Valuck RJ: Prevalence of baseline serum glucose and lipid testing in users of second-generation antipsychotic drugs: a retrospective, population-based study of Medicaid claims data. J Clin Psychiatry. 2008, 69 (2): 316-322. 10.4088/JCP.v69n0219.CrossRefPubMed Morrato EH, Newcomer JW, Allen RR, Valuck RJ: Prevalence of baseline serum glucose and lipid testing in users of second-generation antipsychotic drugs: a retrospective, population-based study of Medicaid claims data. J Clin Psychiatry. 2008, 69 (2): 316-322. 10.4088/JCP.v69n0219.CrossRefPubMed
17.
go back to reference Jennex A, Gardner DM: Monitoring and management of metabolic risk factors in outpatients taking antipsychotic drugs: a controlled study. Can J Psychiatry. 2008, 53 (1): 34-42.PubMed Jennex A, Gardner DM: Monitoring and management of metabolic risk factors in outpatients taking antipsychotic drugs: a controlled study. Can J Psychiatry. 2008, 53 (1): 34-42.PubMed
18.
go back to reference Henderson K, Hudson T: Network-wide dissemination of antipsychotic monitoring protocol. MIRECC annual meeting. New Orleans. 2005 Henderson K, Hudson T: Network-wide dissemination of antipsychotic monitoring protocol. MIRECC annual meeting. New Orleans. 2005
19.
go back to reference Lipkovich I, Jacobson JG, Hardy TA, Hoffmann VP: Early evaluation of patient risk for substantial weight gain during olanzapine treatment for schizophrenia, schizophreniform, or schizoaffective disorder. BMC Psychiatry. 2008, 8: 78-10.1186/1471-244X-8-78.CrossRefPubMedPubMedCentral Lipkovich I, Jacobson JG, Hardy TA, Hoffmann VP: Early evaluation of patient risk for substantial weight gain during olanzapine treatment for schizophrenia, schizophreniform, or schizoaffective disorder. BMC Psychiatry. 2008, 8: 78-10.1186/1471-244X-8-78.CrossRefPubMedPubMedCentral
20.
go back to reference Kinon BJ, Kaiser CJ, Ahmed S, Rotelli MD, Kollack-Walker S: Association between early and rapid weight gain and change in weight over one year of olanzapine therapy in patients with schizophrenia and related disorders. J Clin Psychopharmacol. 2005, 25 (3): 255-258. 10.1097/01.jcp.0000161501.65890.22.CrossRefPubMed Kinon BJ, Kaiser CJ, Ahmed S, Rotelli MD, Kollack-Walker S: Association between early and rapid weight gain and change in weight over one year of olanzapine therapy in patients with schizophrenia and related disorders. J Clin Psychopharmacol. 2005, 25 (3): 255-258. 10.1097/01.jcp.0000161501.65890.22.CrossRefPubMed
21.
go back to reference Charlson ME, Pompei P, Ales KL, MacKenzie CR: A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987, 40 (5): 373-383. 10.1016/0021-9681(87)90171-8.CrossRefPubMed Charlson ME, Pompei P, Ales KL, MacKenzie CR: A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis. 1987, 40 (5): 373-383. 10.1016/0021-9681(87)90171-8.CrossRefPubMed
23.
go back to reference Zhu S, Wang Z, Heshka S, Heo M, Faith MS, Heymsfield SB: Waist circumference and obesity-associated risk factors among whites in the third National Health and Nutrition Examination Survey: clinical action thresholds. Am J Clin Nutr. 2002, 76 (4): 743-749.PubMed Zhu S, Wang Z, Heshka S, Heo M, Faith MS, Heymsfield SB: Waist circumference and obesity-associated risk factors among whites in the third National Health and Nutrition Examination Survey: clinical action thresholds. Am J Clin Nutr. 2002, 76 (4): 743-749.PubMed
25.
go back to reference Genuth S, Alberti KG, Bennett P, Buse J, Defronzo R, Kahn R, Kitzmiller J, Knowler WC, Lebovitz H, Lernmark A, Nathan D, Palmer J, Rizza R, Saudek C, Shaw J, Steffes M, Stern M, Tuomilehto J, Zimmet P, Expert Committee on the Diagnosis and Classification of Diabetes Mellitus: Follow-up report on the diagnosis of diabetes mellitus. Diabetes Care. 2003, 26 (11): 3160-3167. 10.2337/diacare.26.11.3160.CrossRefPubMed Genuth S, Alberti KG, Bennett P, Buse J, Defronzo R, Kahn R, Kitzmiller J, Knowler WC, Lebovitz H, Lernmark A, Nathan D, Palmer J, Rizza R, Saudek C, Shaw J, Steffes M, Stern M, Tuomilehto J, Zimmet P, Expert Committee on the Diagnosis and Classification of Diabetes Mellitus: Follow-up report on the diagnosis of diabetes mellitus. Diabetes Care. 2003, 26 (11): 3160-3167. 10.2337/diacare.26.11.3160.CrossRefPubMed
26.
go back to reference Grundy SM, Brewer HB, Cleeman JI, Smith SC, Lenfant C, American Heart Association, National Heart, Lung and Blood Institute: Definition of metabolic syndrome: Report of the National Heart, Lung, and Blood Institute/American Heart Association conference on scientific issues related to definition. Circulation. 2004, 109 (3): 433-438. 10.1161/01.CIR.0000111245.75752.C6.CrossRefPubMed Grundy SM, Brewer HB, Cleeman JI, Smith SC, Lenfant C, American Heart Association, National Heart, Lung and Blood Institute: Definition of metabolic syndrome: Report of the National Heart, Lung, and Blood Institute/American Heart Association conference on scientific issues related to definition. Circulation. 2004, 109 (3): 433-438. 10.1161/01.CIR.0000111245.75752.C6.CrossRefPubMed
27.
go back to reference Sernyak MJ: Implementation of monitoring and management guidelines for second-generation antipsychotics. J Clin Psychiatry. 2007, 68 (Suppl 4): 14-18.PubMed Sernyak MJ: Implementation of monitoring and management guidelines for second-generation antipsychotics. J Clin Psychiatry. 2007, 68 (Suppl 4): 14-18.PubMed
28.
go back to reference Morrato EH, Cuffel B, Newcomer JW, Lombardo I, Kamat S, Barron J: Metabolic risk status and second-generation antipsychotic drug selection: a retrospective study of commercially insured patients. J Clin Psychopharmacol. 2009, 29 (1): 26-32. 10.1097/JCP.0b013e31819294cb.CrossRefPubMed Morrato EH, Cuffel B, Newcomer JW, Lombardo I, Kamat S, Barron J: Metabolic risk status and second-generation antipsychotic drug selection: a retrospective study of commercially insured patients. J Clin Psychopharmacol. 2009, 29 (1): 26-32. 10.1097/JCP.0b013e31819294cb.CrossRefPubMed
29.
go back to reference Haupt DW, Rosenblatt LC, Kim E, Baker RA, Whitehead R, Newcomer JW: Prevalence and predictors of lipid and glucose monitoring in commercially insured patients treatment with second-generation antipsychotic agents. Am J Psychiatry. 2009, 166: 345-353. 10.1176/appi.ajp.2008.08030383.CrossRefPubMed Haupt DW, Rosenblatt LC, Kim E, Baker RA, Whitehead R, Newcomer JW: Prevalence and predictors of lipid and glucose monitoring in commercially insured patients treatment with second-generation antipsychotic agents. Am J Psychiatry. 2009, 166: 345-353. 10.1176/appi.ajp.2008.08030383.CrossRefPubMed
Metadata
Title
Predictors of metabolic monitoring among schizophrenia patients with a new episode of second-generation antipsychotic use in the Veterans Health Administration
Authors
Lizheng Shi
Haya Ascher-Svanum
Yi-Ju Chiang
Yingnan Zhao
Vivian Fonseca
Daniel Winstead
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Psychiatry / Issue 1/2009
Electronic ISSN: 1471-244X
DOI
https://doi.org/10.1186/1471-244X-9-80

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