Early predictors of poor treatment response in patients with schizophrenia treated with atypical antipsychotics

Yi-Lung Chen, Kun-Po Chen, Chih-Chiang Chiu, Ming-Hong Tai, For-Wey Lung, Yi-Lung Chen, Kun-Po Chen, Chih-Chiang Chiu, Ming-Hong Tai, For-Wey Lung

Abstract

Background: The aims of this study were to explore the relationship between early reduction in psychotic symptoms and the ultimate response in patients with schizophrenia treated by atypical antipsychotics, and to determine the best time to switch or maitain the regimen. We also explore the possible predictors for the clinical response.

Methods: One hundred eleven inpatients with acutely exacerbated schizophrenia were randomized to give optimal therapy of olanzapine, risperidone, and paliperidone in one-week run-in period and 12 weeks' intervention. All participants were assessed using Positive and Negative Syndrome Scale (PANSS). Early Response, defined as reduction of 25% in PANSS score, was examined at weeks 1, 2, 3, 4 and 8, and these ratings were used to predict ultimate response (25% PANSS reduction) at week 12. We hypothesized that early treatment response at Week 1 or 2 could predict Week 12's treatment outcome.

Results: The early treatment response at Week 2 had a greater negative prediction value (NPV, 93.6%) than did the response at Week 1 (NPV, 69.7%), Week 3 (NPV, 91.5%), Week 4 (NPV, 90.7%) and Week 8 (NPV, 87.2%). The positive predictive value became more acceptable (65%) until Week 4. There was no any other potential predictors, including types of antipsychotics medication and treatment dosage, were associated with ultimate response in this study.

Conclusion: The treatment non-response at Week 2 optimally predicted the ultimate (Week 12) non-response, in terms of negative predictive value (NPV). These finding suggests that the revision of treatment strategy should be considered t if patients with schizophrenia was not responsive to them after 2 weeks' treatment, and for those who are responders at Week 2, another two weeks are needed to further evaluate whether they will be continuously responsive.

Trial registration: NCT03730857 at ClinicalTrial.gov . Date of registration: 30/Oct/2018.

Keywords: Negative predictive value; PANSS; Positive predictive value; Schizophrenia.

Conflict of interest statement

Ethics approval and consent to participate

This study was approved by the Institutional Review Board of Kaohsiung Armed Forces General Hospital, Taiwan. All participants provided written consent.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Figures

Fig. 1
Fig. 1
Mean PANSS total scores change over time (PANSS: Positive and Negative Syndrome Scale)
Fig. 2
Fig. 2
ROC curves of the treatment response at Week 1, Week 2, Week 3, Week 4, and Week 8 for predicting the treatment response at Week 12, when defined as treatment response ⩾25% reduction of the PANSS total score from baseline. AUC: area under the curve; PANSS: Positive and Negative Syndrome Scale; ROC: receiver operating characteristic

References

    1. Chang YC, Lane HY, Yang KH, Huang CL. Optimizing early prediction for antipsychotic response in schizophrenia. J Clin Psychopharmacol. 2006;26:554–559. doi: 10.1097/01.jcp.0000246211.95905.8c.
    1. Correll CU, Malhotra AK, Kaushik S, McMeniman M, Kane JM. Early prediction of antipsychotic response in schizophrenia. Am J Psychiatry. 2003;160:2063–2065. doi: 10.1176/appi.ajp.160.11.2063.
    1. Agid O, Kapur S, Arenovich T, Zipursky RB. Delayed-onset hypothesis of antipsychotic action: a hypothesis tested and rejected. Arch Gen Psychiatry. 2003;60:1228–1235. doi: 10.1001/archpsyc.60.12.1228.
    1. Chung YC, Cui Y, Kim MG, Kim YJ, Lee KH, Chae SW. Early predictors of a clinical response at 8 weeks in patients with first-episode psychosis treated with paliperidone ER. J Psychopharmacol. 2016;30(8):810–818. doi: 10.1177/0269881116654698.
    1. Lin CH, Chou LS, Lin CH, Hsu CY, Chen YS, Lane HY. Early prediction of clinical response in schizophrenia patients receiving atypical antipsychotic Zoteipine. J Clin Psychiatry. 2007;58:1522–1527. doi: 10.4088/JCP.v68n1008.
    1. Ho BC, Nopoulos P, Flaum M, Arndt S, Andreasen NC. Two-year outcome in first-episode schizophrenia: predictive value of symptoms for quality of life. Am J Psychiatry. 1998;155(9):1196–1201. doi: 10.1176/ajp.155.9.1196.
    1. Samara MT, Leucht C, Leeflang MM, Anghelescu IG, Chung YC, Crespo-Facorro B, et al. Early improvementas a predictor of later response to antipsychotics in schizophrenia: a diagnostic test review. Am J Psychiatry. 2015;172:617–629. doi: 10.1176/appi.ajp.2015.14101329.
    1. Heres S, Don L, Herceg M, Bidzan L, Blanc M, Siracusano A, et al. Treatment of acute schizophrenia with paliperidone ER: predictorsfor treatment response and benzodiazepine use. Prog Neuro-Psychopharmacol Biol Psychiatry. 2014;48:207–212. doi: 10.1016/j.pnpbp.2013.09.015.
    1. Kinon BJ, Chen L, Ascher-Svanum H, Stauffer VL, Kollack-Walker S, Zhou W, et al. Early response to antipsychotic drug therapy as a clinicalmarker of subsequent response in the treatment of schizophrenia. Neuropsychopharmacology. 2010;35(2):581–590. doi: 10.1038/npp.2009.164.
    1. Schennach-Wolff R, Seemüller FH, Mayr A, Maier W, Klingberg S, Heuser I, et al. An early improvement threshold to predict response and remission in first-episode schizophrenia. Br J Psychiatry. 2010;196(6):460–466. doi: 10.1192/bjp.bp.109.069328.
    1. Yeh EC, Huang MC, Tsai CJ, Chen CT, Chen KY, Chiu CC. Early treatment response predicted subsequent clinical response in patients with schizophrenia taking paliperidone extended-release. Psychiatry Res. 2015;230(1):13–18. doi: 10.1016/j.psychres.2015.07.037.
    1. Lehman AF, Lieberman JA, Dixon LB, McGlashan TH, Miller AL, Perkins DO, et al. Practice guideline for the treatment of patients with schizophrenia, second edition. Am J Psychiatry. 2004;161:1–56. doi: 10.1176/appi.ajp.161.1.1.
    1. American Psychiatric Association . Diagnostic and statistical manual of mental disorders, 4th ed. Washington DC: American Psychiatric Association; 1994.
    1. Kay SR, Fiszbein A, Opler LA. The positive and negative syndrome scale (PANSS) for schizophrenia. Schizophr Bull. 1987;13:261–276. doi: 10.1093/schbul/13.2.261.
    1. Lindenmayer JP, Grochowski S, Hyman RB. Five factor model of schizophrenia: replication across samples. Schizophr Res. 1995;14:229–234. doi: 10.1016/0920-9964(94)00041-6.
    1. Leucht S, Davis JM, Engel RR, Kissling W, Kane JM. Definitions of response and remission in schizophrenia: recommendations for their use and their presentation. Acta Psychiatr Scand. 2009;438:7–14. doi: 10.1111/j.1600-0447.2008.01308.x.
    1. Zeger SL, Liang KY. Longitudinal data analysis for discrete and continuous outcomes. Biometrics. 1986;42:121–130. doi: 10.2307/2531248.
    1. Kinon BJ, Chen L, Ascher-Svanum H, Stauffer VL, Kollack-Walker S, Sniadecki JL, et al. Predicting response to atypical antipsychotics based on early response in the treatment of schizophrenia. Schizophr Res. 2008;102:230–240. doi: 10.1016/j.schres.2008.02.021.
    1. Leucht S, Busch R, Kissling W, Kane JM. Early prediction of antipsychotic nonresponse among patients with schizophrenia. J Clin Psychiatry. 2007;68:352–360. doi: 10.4088/JCP.v68n0301.
    1. Lin CH, Chou LS, Lin CH, Hsu CY, Chen CC, Lane HY. Optimizing the early prediction model for symptomatic remission with short-term treatment for schizophrenia. J Clin Psychopharmacol. 2012;32:773–777. doi: 10.1097/JCP.0b013e318270dfca.
    1. Stentebjerg-Olesen M, Ganocy SJ, Findling RL, Chang K, DelBello MP, Kane JM, et al. Early response or nonresponse at week 2 and week 3 predict ultimate response or nonresponse in adolescents withschizophrenia treated with olanzapine: results from a 6-week randomized, placebo-controlled trial. Eur Child Adolesc Psychiatry. 2015;24(12):1485–1496. doi: 10.1007/s00787-015-0725-1.
    1. Glick ID, Bossie CA, Alphs L, Canuso CM. Onset and persistence of antipsychotic response in patients with schizophrenia. J Clin Psychopharmacol. 2009;29(6):542–547. doi: 10.1097/JCP.0b013e3181befa2a.
    1. Hatta K, Otachi T, Sudo Y, Hayakawa T, Ashizawa Y, Takebayashi H, et al. Difference in early prediction of antipsychotic non-response between risperidone and olanzapine in the treatment of acute-phase schizophrenia. Schizophr Res. 2011;128(13):127–135. doi: 10.1016/j.schres.2011.02.011.
    1. Jäger M, Schmauss M, Laux G, Pfeiffer H, Naber D, Schmidt LG, et al. Early improvement as a predictor of remission andresponse in schizophrenia: results from a naturalistic study. Eur Psychiatry. 2009;24(8):501–506. doi: 10.1016/j.eurpsy.2009.02.005.
    1. Pelayo-Teran JM, Diaz FJ, Perez-Iglesias R, Suarez-Pinilla P, Tabares-Seisdedos R, de Leon J, et al. Trajectories of symptom dimensions in short-term response to antipsychotic treatment in patients with a first episode of non-affective psychosis. PsycholMed. 2014;44(1):37–50.
    1. Kolakowska T, Williams AO, Ardern M, Reveley MA, Jambor K, Gelder MG, et al. Schizophrenia with good and poor outcome. I: early clinical features, response to neuroleptics and signs of organic dysfunction. Br J Psychiatry. 1985;146:229–239. doi: 10.1192/bjp.146.3.229.
    1. Lieberman JA, Safferman AZ, Pollack S, Szymanski S, Johns C, Howard A, et al. Clinical effects of clozapine in chronic schizophrenia: response to treatment and predictors of outcome. Am J Psychiatry. 1994;151(12):1744–1752. doi: 10.1176/ajp.151.12.1744.
    1. Lieberman JA, Koreen AR, Chakos M, Sheitman B, Woerner M, Alvir JM, et al. Factors influencing treatment response and outcome of first-episode schizophrenia: implications for understanding the pathophysiology of schizophrenia. J Clin Psychiatry. 1996;57(Suppl 9):5–9.
    1. Honer WG, MacEwan GW, Kopala AS, Chisholm-Hay S, Singh K, et al. A clinical study of clozapine treatment and predictors of response in a Canadian sample. Can J Psychiatr. 1995;40(4):208–211. doi: 10.1177/070674379504000409.
    1. Honigfeld G, Patin J. Predictors of response to clozapine therapy. Psychopharmacology. 1989;99:Suppl): 64–Suppl): 67. doi: 10.1007/BF00442562.
    1. Szymanski S, Lieberman J, Pollack S, Kane JM, Safferman A, Munne R, et al. Gender differences in neuroleptic nonresponsive clozapine-treated schizophrenics. Biol Psychiatry. 1996;39:249–254. doi: 10.1016/0006-3223(95)00138-7.
    1. Wieselgren IM, Lindstrom LH. A prospective 1-5 year outcome study in first-admitted and readmitted schizophrenic patients; relationship to heredity, premorbid adjustment, duration of disease and education level at index admission and neuroleptic treatment. Acta Psychiatr Scand. 1996;93(1):9–19. doi: 10.1111/j.1600-0447.1996.tb10613.x.
    1. Lane HY, Chang YC, Chiu CC, Chen TT, Lee SH, Chang WH. Influences ofpatient-related variables on risperidone efficacy for acutely exacerbated schizophrenia: analyses with rigorous statistics. J ClinPsychopharmacol. 2002;22(4):353–358. doi: 10.1097/00004714-200208000-00004.

Source: PubMed

3
Subskrybuj