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Sliwinski S, Faqar-Uz-Zaman SF, Heil J, Mohr L, Detemble C, Dreilich J, Zmuc D, Bechstein WO, Becker S, Chun F, Derwich W, Schreiner W, Solbach C, Fleckenstein J, Filmann N, Schnitzbauer AA. Predictive value of a novel digital risk calculator to determine early patient outcomes after major surgery: a proof-of-concept pilot study. Patient Saf Surg 2024; 18:13. [PMID: 38610002 PMCID: PMC11010393 DOI: 10.1186/s13037-024-00395-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Accepted: 03/28/2024] [Indexed: 04/14/2024] Open
Abstract
BACKGROUND A structured risk assessment of patients with validated and evidence-based tools can help to identify modifiable factors before major surgeries. The Protego Maxima trial investigated the value of a new digitized risk assessment tool that combines tools which can be easily used and implemented in the clinical workflow by doctors and qualified medical staff. The hypothesis was that the structured assessment and risk-grouping is predictive of short-term surgical quality reflected by complications and overall survival. METHODS The Protego Maxima Trial was a prospective cohort analysis of patients undergoing major surgery (visceral, thoracic, urology, vascular and gynecologic surgeries) as key inclusion criterion and the absence of an acute or acute on chronically decompensated pulmo-cardiovascular decompensation. Patients were risk-scored with the software (The Prehab App) that includes a battery of evidence-based risk assessment tools that allow a structured risk assessment. The data were grouped to predefined high and low risk groups and aggregate and individual scores. The primary outcome was to validate the predictive value of the RAI score and the TUG for overall survival in the high and low risk groups. Secondary outcomes were surgical outcomes at 90-days after surgery (overall survival, Clavien-Dindo (CD) 1-5 (all complications), and CD 3-5 (major complications)). The study was carried out in accordance with the DIN ISO 14,155, and the medical device regulation (MDR) at Frankfurt University Hospital between March 2022 and January 2023. RESULTS In total 267 patients were included in the intention to treat analysis. The mean age was 62.1 ± 12.4 years. Patients with a RAI score > 25 and/or a timed up and go (TUG) > 8 s had a higher risk for mortality at 90 days after surgery. The low-risk group predicted beneficial outcome and the high-risk group predicted adverse outcome in the ROC analysis (Area Under the Curve Receiver Operator Characteristics: AUROC > 0.800; p = 0.01). Risk groups (high vs. low) showed significant differences for 90-day survival (99.4% vs. 95.5%; p = 0.04) and major complications (16.4% vs. 32.4%; p < 0.001). CONCLUSION The proof-of-concept trial showed that a risk assessment with 'The Prehab App' may be viable to estimate the preoperative risk for mortality and major complications before major surgeries. The overall performance in this initial set of data indicated a certain reliability of the scoring and risk grouping, especially of the RAI score and the TUG. A larger data set will be required to proof the generalizability of the risk scoring to every subgroup and may be fostered by artificial intelligence approaches. TRIAL REGISTRATION Ethics number: 2021-483-MDR/MPDG-zuständig monocentric; The Federal Institute for Pharmaceuticals and Medical Devices/BfArM, reference number: 94.1.04-5660-13655; Eudamed: CIV-21-07-0307311; German Clinical Trial Registry: DRKS 00026985.
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Affiliation(s)
- Svenja Sliwinski
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany
| | - Sara Fatima Faqar-Uz-Zaman
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany
| | - Jan Heil
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany
| | - Lisa Mohr
- Institute of Sports Medicine, Goethe University Frankfurt/Main, Frankfurt/Main, Germany
| | - Charlotte Detemble
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany
| | - Julia Dreilich
- Institute of Sports Medicine, Goethe University Frankfurt/Main, Frankfurt/Main, Germany
| | - Dora Zmuc
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany
| | - Wolf O Bechstein
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany
| | - Sven Becker
- Department for Gynecology, Frankfurt University Hospital, Goethe University Frankfurt/Main, Frankfurt/Main, Germany
| | - Felix Chun
- Department for Urology, Frankfurt University Hospital, Goethe University Frankfurt/Main, Frankfurt/Main, Germany
| | - Wojciech Derwich
- Department for Vascular Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Frankfurt/Main, Germany
| | - Waldemar Schreiner
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany
| | - Christine Solbach
- Department for Gynecology, Frankfurt University Hospital, Goethe University Frankfurt/Main, Frankfurt/Main, Germany
| | - Johannes Fleckenstein
- Institute of Sports Medicine, Goethe University Frankfurt/Main, Frankfurt/Main, Germany
- Pain Center, Hospital Landsberg am Lech, Landsberg am Lech, Germany
| | - Natalie Filmann
- Institute of Biostatistics and Mathematical Modeling, Goethe-University Frankfurt, Frankfurt/Main, Germany
| | - Andreas A Schnitzbauer
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt/Main, Theodor-Stern-Kai 7, 60590, Frankfurt/Main, Germany.
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Schnitzbauer AA, Zmuc D, Fleckenstein J. Digital prehabilitation-a solution to resource shortages? Lancet Digit Health 2024; 6:e11. [PMID: 38123251 DOI: 10.1016/s2589-7500(23)00247-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 11/21/2023] [Accepted: 11/29/2023] [Indexed: 12/23/2023]
Affiliation(s)
- Andreas A Schnitzbauer
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt am Main, Frankfurt am Main 60590, Germany.
| | - Dora Zmuc
- Department for General, Visceral, Transplant and Thoracic Surgery, Frankfurt University Hospital, Goethe University Frankfurt am Main, Frankfurt am Main 60590, Germany
| | - Johannes Fleckenstein
- Institute of Sports Medicine, Goethe University Frankfurt am Main, Frankfurt am Main, Germany; Pain Center, Hospital Landsberg am Lech, Landsberg am Lech, Germany
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