Staging of Schizophrenia With the Use of PANSS: An International Multi-Center Study

Author:

Fountoulakis Konstantinos N1ORCID,Dragioti Elena23,Theofilidis Antonis T1,Wikilund Tobias23,Atmatzidis Xenofon23,Nimatoudis Ioannis1,Thys Erik4,Wampers Martien4,Hranov Luchezar5,Hristova Trayana5,Aptalidis Daniil5,Milev Roumen6,Iftene Felicia6,Spaniel Filip7,Knytl Pavel7,Furstova Petra7,From Tiina8,Karlsson Henry8,Walta Maija8,Salokangas Raimo K R8,Azorin Jean-Michel910,Bouniard Justine910,Montant Julie910,Juckel Georg11,Haussleiter Ida S11,Douzenis Athanasios12,Michopoulos Ioannis12,Ferentinos Panagiotis12,Smyrnis Nikolaos13,Mantonakis Leonidas13,Nemes Zsófia14,Gonda Xenia15,Vajda Dora15,Juhasz Anita15,Shrivastava Amresh16,Waddington John17,Pompili Maurizio18,Comparelli Anna18,Corigliano Valentina18,Rancans Elmars19,Navickas Alvydas2021,Hilbig Jan2021,Bukelskis Laurynas2021,Injac Stevovic Lidija222324,Vodopic Sanja222324,Esan Oluyomi25,Oladele Oluremi25,Osunbote Christopher25,Rybakowski Janusz Κ26,Wojciak Pawel26,Domowicz Klaudia26,Figueira Maria Luisa27,Linhares Ludgero27,Crawford Joana27,Panfil Anca-Livia28,Smirnova Daria29,Izmailova Olga29,Lecic-Tosevski Dusica3031,Temmingh Henk32,Howells Fleur32,Bobes Julio33,Garcia-Portilla Maria Paz33,García-Alvarez Leticia33,Erzin Gamze34,Karadağ Hasan34,De Sousa Avinash35,Bendre Anuja35,Hoschl Cyril7,Bredicean Cristina36,Papava Ion36,Vukovic Olivera37,Pejuskovic Bojana38,Russell Vincent38,Athanasiadis Loukas39,Konsta Anastasia39,Stein Dan40,Berk Michael4142,Dean Olivia43,Tandon Rajiv44,Kasper Siegfried45,De Hert. Marc4

Affiliation:

1. 3rd Department of Psychiatry, Faculty of Medicine, School of Health Sciences, Aristotle University of Thessaloniki, Greece

2. Department of Medical and Health Sciences (IMH), Faculty of Health Sciences, Linköping University, Linköping, Sweden

3. Hallunda Psychiatric Outpatient Clinic, Stockholm Psychiatric Southwest Clinic, Karolinska Huddinge University Hospital, Sweden

4. University Psychiatric Centre KU Leuven, Kortenberg and Department of Neurosciences KU, Leuven, Belgium

5. University Multiprofile Hospital for Active Treatment in Neurology and Psychiatry “Sveti Naum”, Sofia, Bulgaria

6. Department of Psychiatry, Queen’s University, Providence Care Hospital, Kingston, Ontario, Canada

7. National Institute of Mental Health, Klecany, Czech Republic

8. Department of Psychiatry, University of Turku, Turku, Finland

9. Department of Psychiatry, Sainte Marguerite University Hospital, Marseille, France

10. Timone Institute of Neuroscience, CNRS and Aix-Marseille University, Marseille, France

11. Department of Psychiatry, Ruhr University Bochum, LWL-University Hospital, Bochum, Germany

12. 2nd Department of Psychiatry, National and Kapodistrian University of Athens, Athens, Greece

13. Department of Psychiatry, National and Kapodistrian University of Athens School of Medicine, Eginition Hospital, Athens, Greece

14. Nyírő Gyula Hospital, Budapest, Hungary

15. Department of Psychiatry and Psychotherapy, Semmelweis University, Budapest, Hungary

16. Western University, London Ontario, Canada

17. Molecular and Cellular Therapeutics, Royal College of Surgeons in Ireland, Dublin, Ireland

18. Department of Neurosciences, Mental Health and Sensory Organs, Suicide Prevention Center, Sant’Andrea Hospital, Sapienza University of Rome, Rome, Italy

19. Department of Psychiatry and Narcology, Riga Stradins University, Riga, Latvia

20. Clinic of Psychiatric, Faculty of Medicine, Vilnius University, Vilnius, Lithuania

21. Psychosocial Rehabilitation Department of the Vilnius Mental Health Center, Department for Psychosis Treatment of the Vilnius Mental Health Center, Vilnius, Lithuania

22. Clinical Department of Psychiatry, Clinical Centre of Montenegro, Podgorica, Montenegro

23. Department of Psychiatry, School of Medicine, University of Montenegro, Dzona Dzeksona bb, Podgorica, Montenegro

24. Clinical Department of Neurology, Clinical Centre of Montenegro, Dzona Dzeksona bb, Podgorica, Montenegro

25. Department of Psychiatry, College of Medicine, University of Ibadan, Nigeria

26. Department of Adult Psychiatry, Poznan University of Medical Sciences, Poznan, Poland

27. Department of Psychiatry and Mental Health, Santa Maria University Hospital, Lisbon, Portugal

28. University of Medicine and Pharmacy of Târgu Mures, Romania

29. Samara State Medical University, Department of Psychiatry, Samara Psychiatric Hospital, Inpatient Unit, Russia

30. Institute of Mental Health, Belgrade, Serbia

31. Serbian Academy of Sciences and Arts, Belgrade, Serbia

32. Department of Psychiatry and Mental Health, University of Cape Town Cape Town, Western Cape, South Africa

33. Department of Psychiatry, University of Oviedo and Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Oviedo, Spain

34. Psychiatry Department, Diskapi Yildirim Beyazit Training and Research Hospital, Ankara, Turkey

35. Department of Psychiatry Lokmanya Tilak Municipal Medical College Mumbai, India

36. University of Medicine and Pharmacy of Timisoara, Romania

37. Institute of Mental Health, School of Medicine, University of Belgrade, Belgrade, Serbia

38. Department of Psychiatry, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland

39. 1st Department of Psychiatry, Faculty of Medicine, School of Health Sciences, Aristotle University of Thessaloniki, Greece

40. MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa

41. Deakin University, IMPACT Strategic Research Centre, School of Medicine, Barwon Health, Geelong, Australia

42. Orygen, The National Centre of Excellence in Youth Mental Health and the Centre for Youth Mental Health, the Florey Institute for Neuroscience and Mental Health and the Department of Psychiatry, University of Melbourne, Parkville, Australia

43. Deakin University, School of Medicine, IMPACT Strategic Research Centre, Barwon Health, Geelong, Australia

44. Department of Psychiatry, University of Florida, ***, FL

45. Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria

Abstract

Abstract Introduction A specific clinically relevant staging model for schizophrenia has not yet been developed. The aim of the current study was to evaluate the factor structure of the PANSS and develop such a staging method. Methods Twenty-nine centers from 25 countries contributed 2358 patients aged 37.21 ± 11.87 years with schizophrenia. Analysis of covariance, Exploratory Factor Analysis, Discriminant Function Analysis, and inspection of resultant plots were performed. Results Exploratory Factor Analysis returned 5 factors explaining 59% of the variance (positive, negative, excitement/hostility, depression/anxiety, and neurocognition). The staging model included 4 main stages with substages that were predominantly characterized by a single domain of symptoms (stage 1: positive; stages 2a and 2b: excitement/hostility; stage 3a and 3b: depression/anxiety; stage 4a and 4b: neurocognition). There were no differences between sexes. The Discriminant Function Analysis developed an algorithm that correctly classified >85% of patients. Discussion This study elaborates a 5-factor solution and a clinical staging method for patients with schizophrenia. It is the largest study to address these issues among patients who are more likely to remain affiliated with mental health services for prolonged periods of time.

Funder

NHMRC Senior Principal Research

Publisher

Oxford University Press (OUP)

Subject

Pharmacology (medical),Psychiatry and Mental health,Pharmacology

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