Anxiety in neurosurgical patients undergoing nonurgent surgery during the COVID-19 pandemic

Francesco Doglietto, Marika Vezzoli, Antonio Biroli, Giorgio Saraceno, Luca Zanin, Marta Pertichetti, Stefano Calza, Edoardo Agosti, Jahard Mijail Aliaga Arias, Roberto Assietti, Silvio Bellocchi, Claudio Bernucci, Simona Bistazzoni, Daniele Bongetta, Andrea Fanti, Antonio Fioravanti, Alessandro Fiorindi, Alberto Franzin, Davide Locatelli, Raffaelino PuglieseElena Roca, Giovanni Marco Sicuri, Roberto Stefini, Martina Venturini, Oscar Vivaldi, Costanza Zattra, Cesare Zoia, Marco Maria Fontanella

Risultato della ricerca: Contributo in rivistaArticolo in rivista


OBJECTIVE The COVID-19 pandemic has forced many countries into lockdown and has led to the postponement of nonurgent neurosurgical procedures. Although stress has been investigated during this pandemic, there are no reports on anxiety in neurosurgical patients undergoing nonurgent surgical procedures. METHODS Neurosurgical patients admitted to hospitals in eastern Lombardy for nonurgent surgery after the lockdown prospectively completed a pre- and postoperative structured questionnaire. Recorded data included demographics, pathology, time on surgical waiting list, anxiety related to COVID-19, primary pathology and surgery, safety perception during hospital admission before and after surgery, and surgical outcomes. Anxiety was measured with the State-Trait Anxiety Inventory. Descriptive statistics were computed on the different variables and data were stratified according to pathology (oncological vs nononcological). Three different models were used to investigate which variables had the greatest impact on anxiety, oncological patients, and safety perception, respectively. Because the variables (Xs) were of a different nature (qualitative and quantitative), mostly asymmetrical, and related to outcome (Y) by nonlinear relationships, a machine learning approach composed of three steps (1, random forest growing; 2, relative variable importance measure; and 3, partial dependence plots) was chosen. RESULTS One hundred twenty-three patients from 10 different hospitals were included in the study. None of the patients developed COVID-19 after surgery. State and trait anxiety were reported by 30.3% and 18.9% of patients, respectively. Higher values of state anxiety were documented in oncological compared to nononcological patients (46.7% vs 25%; p = 0.055). Anxiety was strongly associated with worry about primary pathology, surgery, disease worsening, and with stress during waiting time, as expected. Worry about positivity to SARS-CoV-2, however, was the strongest factor associated with anxiety, even though none of the patients were infected. Neuro-oncological disease was associated with state anxiety and with worry about surgery and COVID-19. Increased bed distance and availability of hand sanitizer were associated with a feeling of safety.
Lingua originaleEnglish
pagine (da-a)1-10
Numero di pagine10
RivistaNeurosurgical Focus
Stato di pubblicazionePubblicato - 2020


  • Adult
  • Aged
  • Anxiety
  • COVID-19
  • Female
  • Humans
  • Italy
  • Male
  • Middle Aged
  • Neurosurgical Procedures
  • Prospective Studies
  • Surveys and Questionnaires
  • anxiety
  • machine learning
  • pandemic


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