Finite Mixture Models Based on Pain Intensity, Functional Disability and Psychological Distress Composite Assessment Allow Identification of Two Distinct Classes of Persistent Spinal Pain Syndrome after Surgery Patients Related to Their Quality of Life
Guardado en:
| Udgivet i: | Journal of Clinical Medicine vol. 10, no. 20 (2021), p. 4676 |
|---|---|
| Hovedforfatter: | |
| Andre forfattere: | , , , , , , , , , , , , , , , , , , , , , , , |
| Udgivet: |
MDPI AG
|
| Fag: | |
| Online adgang: | Citation/Abstract Full Text + Graphics Full Text - PDF |
| Tags: |
Ingen Tags, Vær først til at tagge denne postø!
|
MARC
| LEADER | 00000nab a2200000uu 4500 | ||
|---|---|---|---|
| 001 | 2584392197 | ||
| 003 | UK-CbPIL | ||
| 022 | |a 2077-0383 | ||
| 024 | 7 | |a 10.3390/jcm10204676 |2 doi | |
| 035 | |a 2584392197 | ||
| 045 | 2 | |b d20210101 |b d20211231 | |
| 100 | 1 | |a Ounajim, Amine |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.); Laboratoire de Mathématiques et Applications UMR 7348, CNRS, University of Poitiers, 86073 Poitiers, France; <email>yousri.slaoui@math.univ-poitiers.fr</email> | |
| 245 | 1 | |a Finite Mixture Models Based on Pain Intensity, Functional Disability and Psychological Distress Composite Assessment Allow Identification of Two Distinct Classes of Persistent Spinal Pain Syndrome after Surgery Patients Related to Their Quality of Life | |
| 260 | |b MDPI AG |c 2021 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a Persistent Spinal Pain Syndrome Type 2 (PSPS-T2), (Failed Back Surgery Syndrome), dramatically impacts on patient quality of life, as evidenced by Health-Related Quality of Life (HRQoL) assessment tools. However, the importance of functioning, pain perception and psychological status in HRQoL can substantially vary between subjects. Our goal was to extract patient profiles based on HRQoL dimensions in a sample of PSPS-T2 patients and to identify factors associated with these profiles. Two classes were clearly identified using a mixture of mixed effect models from a clinical data set of 200 patients enrolled in “PREDIBACK”, a multicenter observational prospective study including PSPS-T2 patients with one-year follow-up. We observed that HRQoL was more impacted by functional disability for first class patients (n = 136), and by pain perception for second class patients (n = 62). Males that perceive their work as physical were more impacted by disability than pain intensity. Lower education level, lack of adaptive coping strategies and higher pain intensity were significantly associated with HRQoL being more impacted by pain perception. The identification of such classes allows for a better understanding of HRQoL dimensions and opens the gate towards optimized health-related quality of life evaluation and personalized pain management. | |
| 653 | |a Variables | ||
| 653 | |a Patients | ||
| 653 | |a Quality of life | ||
| 653 | |a Likert scale | ||
| 653 | |a Pain management | ||
| 653 | |a Back pain | ||
| 653 | |a Back surgery | ||
| 653 | |a Sick leave | ||
| 653 | |a Questionnaires | ||
| 653 | |a Chronic illnesses | ||
| 653 | |a Anxiety | ||
| 653 | |a Clinical medicine | ||
| 700 | 1 | |a Billot, Maxime |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Pierre-Yves, Louis |u AgroSup Dijon, PAM UMR 02.102, Université Bourgogne Franche-Comté, 21000 Dijon, France; <email>pierre-yves.louis@agrosupdijon.fr</email>; Institut de Mathématiques de Bourgogne, UMR 5584 CNRS, Université Bourgogne Franche-Comté, 21000 Dijon, France | |
| 700 | 1 | |a Slaoui, Yousri |u Laboratoire de Mathématiques et Applications UMR 7348, CNRS, University of Poitiers, 86073 Poitiers, France; <email>yousri.slaoui@math.univ-poitiers.fr</email> | |
| 700 | 1 | |a Frasca, Denis |u Department of Anaesthesiology and Critical Care, Poitiers University Hospital, 86021 Poitiers, France; <email>denis.frasca@chu-poitiers.fr</email>; INSERM UMR-1246, Universities of Nantes and Tours, 37044 Tours, France | |
| 700 | 1 | |a Goudman, Lisa |u Department of Neurosurgery, Universitair Ziekenhuis Brussel, 1090 Brussels, Belgium; <email>lisa.goudman@gmail.com</email> (L.G.); <email>mtmoens@gmail.com</email> (M.M.); STUMULUS Research Group, Vrije Universiteit Brussel, 1090 Brussels, Belgium | |
| 700 | 1 | |a Roulaud, Manuel |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Naiditch, Nicolas |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.); Dyname, UMR 7367, Faculty of Social Sciences, University of Strasbourg, 67083 Strasbourg, France | |
| 700 | 1 | |a Lorgeoux, Bertille |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Baron, Sandrine |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Nivole, Kevin |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Many, Mathilde |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Adjali, Nihel |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Page, Philippe |u Department of Spine Surgery & Neuromodulation, Poitiers University Hospital, 86021 Poitiers, France; <email>Philippe.PAGE@chu-poitiers.fr</email> | |
| 700 | 1 | |a Bouche, Bénédicte |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Charrier, Elodie |u Pain Evaluation and Treatment Centre, Poitiers University Hospital, 86021 Poitiers, France; <email>Elodie.CHARRIER@chu-poitiers.fr</email> (E.C.); <email>laure.poupin@chu-poitiers.fr</email> (L.P.); <email>delphine.rannou@chu-poitiers.fr</email> (D.R.) | |
| 700 | 1 | |a Poupin, Laure |u Pain Evaluation and Treatment Centre, Poitiers University Hospital, 86021 Poitiers, France; <email>Elodie.CHARRIER@chu-poitiers.fr</email> (E.C.); <email>laure.poupin@chu-poitiers.fr</email> (L.P.); <email>delphine.rannou@chu-poitiers.fr</email> (D.R.) | |
| 700 | 1 | |a Rannou, Delphine |u Pain Evaluation and Treatment Centre, Poitiers University Hospital, 86021 Poitiers, France; <email>Elodie.CHARRIER@chu-poitiers.fr</email> (E.C.); <email>laure.poupin@chu-poitiers.fr</email> (L.P.); <email>delphine.rannou@chu-poitiers.fr</email> (D.R.) | |
| 700 | 1 | |a Géraldine Brumauld de Montgazon |u Pain Evaluation and Treatment Centre, La Rochelle Hospital, 17000 La Rochelle, France; <email>Geraldine.DEMONTGAZON@ght-atlantique17.fr</email> | |
| 700 | 1 | |a Roy-Moreau, Brigitte |u Pain Evaluation and Treatment Centre, Nord Deux-Sèvres Hospital, 79000 Niort, France; <email>Roy-Moreau.Brigitte@chnds.fr</email> | |
| 700 | 1 | |a Wood, Chantal |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.) | |
| 700 | 1 | |a Rigoard, Raphaël |u CEA Cadarache, Département de Support Technique et Gestion, Service des Technologies de l’Information et de la Communication, 13108 Saint-Paul-Lez-Durance, France; <email>cydran@gmail.com</email> | |
| 700 | 1 | |a Romain, David |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.); Physical and Rehabilitation Medicine Unit, Poitiers University Hospital, University of Poitiers, 86021 Poitiers, France | |
| 700 | 1 | |a Moens, Maarten |u Department of Neurosurgery, Universitair Ziekenhuis Brussel, 1090 Brussels, Belgium; <email>lisa.goudman@gmail.com</email> (L.G.); <email>mtmoens@gmail.com</email> (M.M.); STUMULUS Research Group, Vrije Universiteit Brussel, 1090 Brussels, Belgium | |
| 700 | 1 | |a Rigoard, Philippe |u PRISMATICS Lab (Predictive Research in Spine/Neuromodulation Management and Thoracic Innovation/Cardiac Surgery), Poitiers University Hospital, 86021 Poitiers, France; <email>Maxime.BILLOT@chu-poitiers.fr</email> (M.B.); <email>Manuel.ROULAUD@chu-poitiers.fr</email> (M.R.); <email>nicolas.naiditch@gmail.com</email> (N.N.); <email>Bertille.LORGEOUX@chu-poitiers.fr</email> (B.L.); <email>sandrine.baron@chu-poitiers.fr</email> (S.B.); <email>Kevin.NIVOLE@chu-poitiers.fr</email> (K.N.); <email>mathilde.many@chu-poitiers.fr</email> (M.M.); <email>Nihel.adjali@chu-poitiers.fr</email> (N.A.); <email>dr.bouche@gmail.com</email> (B.B.); <email>chantalwood@orange.fr</email> (C.W.); <email>romain-david@hotmail.fr</email> (R.D.); <email>Philippe.RIGOARD@chu-poitiers.fr</email> (P.R.); Department of Spine Surgery & Neuromodulation, Poitiers University Hospital, 86021 Poitiers, France; <email>Philippe.PAGE@chu-poitiers.fr</email>; Prime Institute UPR 3346, CNRS, ISAE-ENSMA, University of Poitiers, 86360 Chasseneuil-du-Poitou, France | |
| 773 | 0 | |t Journal of Clinical Medicine |g vol. 10, no. 20 (2021), p. 4676 | |
| 786 | 0 | |d ProQuest |t Health & Medical Collection | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/2584392197/abstract/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text + Graphics |u https://www.proquest.com/docview/2584392197/fulltextwithgraphics/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/2584392197/fulltextPDF/embedded/L8HZQI7Z43R0LA5T?source=fedsrch |