1. Riconcettualizzare il concetto di Prognosi del recupero motorio dopo riabilitazione dell’arto superiore in pazienti con ictus

Reconceptualizing the concept of Prediction of rehabilitation-induced upper limb motor recovery, after stroke: a multi-dimensional and multi-modal research project.

Autori

Silvia Salvalaggio (IRCCS San Camillo Hospital, Venice, Italy)

Simone Gambazza (University of Milan, Italy)

Silvia Gianola (IRCCS Istituto Ortopedico Galeazzi, Milan, Italy)

Greta Castellini (IRCCS Istituto Ortopedico Galeazzi, Milan, Italy)

Nicola Filippini (IRCCS San Camillo Hospital, Venice, Italy)

Marco Zorzi (University of Padova, Italy)

Andrea Turolla (University of Bologna, Italy)

Introduction

Prognosis of recovery has always covered an important role in medicine, due to its relevance for monitoring and interpreting patients’ achievements over time. After stroke, clinicians, patients and caregivers always ask what is likely to be expected for their clinical conditions and life in the future, and what the best therapeutic options might be for them. Even research in rehabilitation has always attempted to predict motor recovery by studies assessing and measuring functional aspects of movement. What is missing so far, is that we do not know how rehabilitation interventions may change the pattern of recovery, causing uncertainty on the potential of recovery of each patient, in response to specific interventions. In this perspective, being familiar with interpreting initial signs and symptoms, selecting the most appropriate assessment strategy and using prediction models is pivotal to be timely and clinically efficient.

Methods

With the aim of introducing a novel concept of prediction, focused on the expected recovery in response to rehabilitation rather than spontaneous recovery, I conducted three types of studies (i.e. work-packages, WP) designed to identify potential predictive factors and investigate the impact of different doses and modalities of therapy. In particular:

  • WP1: Systematic Review with Proportional meta-analyses. Longitudinal-single-cohort studies on patients undergoing rehabilitation after stroke  were included. Predictive features investigated in the included studies were reported. The primary outcome was the Fugl-Meyer Assessment for Upper Extremity, and effect sizes (ES) of different rehabilitation doses were calculated.
  • WP2: Retrospective study design. Inpatients with first unilateral stroke, without time restrictions from onset, and undergoing at least 15 h of rehabilitation were enrolled. Data on dose and modalities of rehabilitation received, together with motor and cognitive outcomes before and after therapy, were collected. Fugl–Meyer values for the Upper Extremity were the primary outcome measure. Logistic regression models were used to detect any associations between UL motor improvement and motor and cognitive-linguistic features at acceptance, regarding dose of rehabilitation received.
  • WP3: Longitudinal cohort study. Stroke survivors were assessed before and after a period of rehabilitation, using motor, cognitive, magnetic resonance imaging and transcranial magnetic stimulation measures. We investigated the association between dose of rehabilitation and UL-response (i.e. FMA-UE), using ordinary least squares regression as primary analysis. To obtain unbiased estimates, adjusting covariates were selected using directed acyclic graph.

Results

Discussion and Conclusion

All the results of this doctoral thesis can be summarised in the following key findings for stroke rehabilitation and recovery:

REFERENCES

Daly JJ, McCabe JP, Holcomb J, et al. Long-Dose Intensive Therapy Is Necessary for Strong, Clinically Significant, Upper Limb Functional Gains and Retained Gains in Severe/Moderate Chronic Stroke. Neurorehabil Neural Repair 2019; 33: 523-537. 2019/05/28. DOI: 10.1177/1545968319846120.

Coupar F, Pollock A, Rowe P, et al. Predictors of upper limb recovery after stroke: a systematic review and meta-analysis. Clin Rehabil 2012; 26: 291-313. 2011/10/26. DOI: 10.1177/0269215511420305.