Cargando…

Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study

Chronic postsurgery pain (CPSP) refers to persistent or repeated pain around the incision after surgery. Different from acute postoperative pain, the persistence of CPSP seriously affects the quality of life of patients. CPSP has a considerable global impact due to large surgical volumes. Although t...

Descripción completa

Detalles Bibliográficos
Autores principales: Chen, Wei-can, Zhang, Li-hong, Bai, Yu-yan, Liu, Yi-bin, Liang, Jin-wei, He, He-fan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9681821/
https://www.ncbi.nlm.nih.gov/pubmed/36439523
http://dx.doi.org/10.3389/fsurg.2022.1004205
_version_ 1784834709873754112
author Chen, Wei-can
Zhang, Li-hong
Bai, Yu-yan
Liu, Yi-bin
Liang, Jin-wei
He, He-fan
author_facet Chen, Wei-can
Zhang, Li-hong
Bai, Yu-yan
Liu, Yi-bin
Liang, Jin-wei
He, He-fan
author_sort Chen, Wei-can
collection PubMed
description Chronic postsurgery pain (CPSP) refers to persistent or repeated pain around the incision after surgery. Different from acute postoperative pain, the persistence of CPSP seriously affects the quality of life of patients. CPSP has a considerable global impact due to large surgical volumes. Although the development of video-assisted thoracoscopy (VATS) has reduced the risk of CPSP, it still seriously affects patients’ quality of life. Clinical recognition of CPSP at an early stage is limited; therefore, we aimed to develop and validate a nomogram to identify the significant predictive factors associated with CPSP after VATS in patients with lung adenocarcinoma. We screened 137 patients with invasive adenocarcinoma of the lung from among 312 patients undergoing VATS. In this prospective study, patients were divided into the CPSP (n = 52) and non-CPSP (n = 85) groups according to the occurrence of CPSP. Relevant information was collected 1 day before surgery and 1–3 days after surgery, and the occurrence of CPSP was followed up by telephone at 3 months after surgery. Data on clinical characteristics and peripheral blood leukocyte miRNAs were used to establish a nomogram for predicting CPSP using least absolute shrinkage and selection operator (LASSO) regression methods. The area under curve (AUC) was used to determine the recognition ability of the nomograms. The model was subjected to correction and decision curve analyses. Four variables—body mass index (BMI), history of chronic pain, miR 550a-3p, and visual analog scale (VAS) score on postoperative day 2 (VAS2d)—were selected according to LASSO regression to build the nomogram. The nomogram demonstrated adequate calibration and discrimination in the prediction model, with an AUC of 0.767 (95% confidence interval: 0.679–0.856). The calibration plot showed the best fit between model predictions and practical observations, suggesting that the use of the proposed nomogram to predict CPSP is beneficial. A nomogram consisting of BMI, history of chronic pain, miR 550a-3p, and VAS2d predicted the risk of CPSP after VATS in patients with lung adenocarcinoma.
format Online
Article
Text
id pubmed-9681821
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-96818212022-11-24 Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study Chen, Wei-can Zhang, Li-hong Bai, Yu-yan Liu, Yi-bin Liang, Jin-wei He, He-fan Front Surg Surgery Chronic postsurgery pain (CPSP) refers to persistent or repeated pain around the incision after surgery. Different from acute postoperative pain, the persistence of CPSP seriously affects the quality of life of patients. CPSP has a considerable global impact due to large surgical volumes. Although the development of video-assisted thoracoscopy (VATS) has reduced the risk of CPSP, it still seriously affects patients’ quality of life. Clinical recognition of CPSP at an early stage is limited; therefore, we aimed to develop and validate a nomogram to identify the significant predictive factors associated with CPSP after VATS in patients with lung adenocarcinoma. We screened 137 patients with invasive adenocarcinoma of the lung from among 312 patients undergoing VATS. In this prospective study, patients were divided into the CPSP (n = 52) and non-CPSP (n = 85) groups according to the occurrence of CPSP. Relevant information was collected 1 day before surgery and 1–3 days after surgery, and the occurrence of CPSP was followed up by telephone at 3 months after surgery. Data on clinical characteristics and peripheral blood leukocyte miRNAs were used to establish a nomogram for predicting CPSP using least absolute shrinkage and selection operator (LASSO) regression methods. The area under curve (AUC) was used to determine the recognition ability of the nomograms. The model was subjected to correction and decision curve analyses. Four variables—body mass index (BMI), history of chronic pain, miR 550a-3p, and visual analog scale (VAS) score on postoperative day 2 (VAS2d)—were selected according to LASSO regression to build the nomogram. The nomogram demonstrated adequate calibration and discrimination in the prediction model, with an AUC of 0.767 (95% confidence interval: 0.679–0.856). The calibration plot showed the best fit between model predictions and practical observations, suggesting that the use of the proposed nomogram to predict CPSP is beneficial. A nomogram consisting of BMI, history of chronic pain, miR 550a-3p, and VAS2d predicted the risk of CPSP after VATS in patients with lung adenocarcinoma. Frontiers Media S.A. 2022-11-09 /pmc/articles/PMC9681821/ /pubmed/36439523 http://dx.doi.org/10.3389/fsurg.2022.1004205 Text en © 2022 Chen, Zhang, Bai, Liu, Liang and He. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY) (https://creativecommons.org/licenses/by/4.0/) . The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Surgery
Chen, Wei-can
Zhang, Li-hong
Bai, Yu-yan
Liu, Yi-bin
Liang, Jin-wei
He, He-fan
Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study
title Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study
title_full Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study
title_fullStr Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study
title_full_unstemmed Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study
title_short Nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: A prospective study
title_sort nomogram prediction of chronic postsurgical pain in patients with lung adenocarcinoma after video-assisted thoracoscopic surgery: a prospective study
topic Surgery
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9681821/
https://www.ncbi.nlm.nih.gov/pubmed/36439523
http://dx.doi.org/10.3389/fsurg.2022.1004205
work_keys_str_mv AT chenweican nomogrampredictionofchronicpostsurgicalpaininpatientswithlungadenocarcinomaaftervideoassistedthoracoscopicsurgeryaprospectivestudy
AT zhanglihong nomogrampredictionofchronicpostsurgicalpaininpatientswithlungadenocarcinomaaftervideoassistedthoracoscopicsurgeryaprospectivestudy
AT baiyuyan nomogrampredictionofchronicpostsurgicalpaininpatientswithlungadenocarcinomaaftervideoassistedthoracoscopicsurgeryaprospectivestudy
AT liuyibin nomogrampredictionofchronicpostsurgicalpaininpatientswithlungadenocarcinomaaftervideoassistedthoracoscopicsurgeryaprospectivestudy
AT liangjinwei nomogrampredictionofchronicpostsurgicalpaininpatientswithlungadenocarcinomaaftervideoassistedthoracoscopicsurgeryaprospectivestudy
AT hehefan nomogrampredictionofchronicpostsurgicalpaininpatientswithlungadenocarcinomaaftervideoassistedthoracoscopicsurgeryaprospectivestudy