Cargando…
Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients
Perioperative cognitive decline is one of the perioperative neurocognitive disorders common to see in elderly patients. Although POCD increases patient mortality and hospitalization time, the exact inflammatory and related mechanisms are still unknown. Besides, the diagnosis of POCD lacks a unified...
Autores principales: | , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8174563/ https://www.ncbi.nlm.nih.gov/pubmed/34093278 http://dx.doi.org/10.3389/fpsyt.2021.665097 |
_version_ | 1783702931924582400 |
---|---|
author | Lu, Wenbin Jiang, Zhengyu Huang, Jie Bian, Jinjun Yu, Xiya |
author_facet | Lu, Wenbin Jiang, Zhengyu Huang, Jie Bian, Jinjun Yu, Xiya |
author_sort | Lu, Wenbin |
collection | PubMed |
description | Perioperative cognitive decline is one of the perioperative neurocognitive disorders common to see in elderly patients. Although POCD increases patient mortality and hospitalization time, the exact inflammatory and related mechanisms are still unknown. Besides, the diagnosis of POCD lacks a unified and straightforward evaluation neuropsychological scale. Metabolites could reveal chemical fingerprints left behind by the cellular process, which provides a new aspect to understand the biological process behind. According to the post-operative MMSE score, 56 patients who received elective orthopedics surgery were included and divided into POCD and Non-POCD groups. Preoperative serum metabolites in both groups and post-operative serum metabolites were analyzed. We then performed an SVM model using 10 differential metabolites in preoperative samples as features to evaluate the patients' risk of POCD, which appeared to be positively associated with POCD and could be a potential biomarker. We also analyzed differential serum metabolites from preoperative and post-operative samples of POCD patients. By analyzing their overlap differential metabolites with between POCD and Non-POCD patients, we further inferred seven metabolites positively related to the POCD mechanism. Our results provide a more convenient method to aid POCD diagnosis and prevention using biomarkers and explore the possible mechanism behind. |
format | Online Article Text |
id | pubmed-8174563 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81745632021-06-04 Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients Lu, Wenbin Jiang, Zhengyu Huang, Jie Bian, Jinjun Yu, Xiya Front Psychiatry Psychiatry Perioperative cognitive decline is one of the perioperative neurocognitive disorders common to see in elderly patients. Although POCD increases patient mortality and hospitalization time, the exact inflammatory and related mechanisms are still unknown. Besides, the diagnosis of POCD lacks a unified and straightforward evaluation neuropsychological scale. Metabolites could reveal chemical fingerprints left behind by the cellular process, which provides a new aspect to understand the biological process behind. According to the post-operative MMSE score, 56 patients who received elective orthopedics surgery were included and divided into POCD and Non-POCD groups. Preoperative serum metabolites in both groups and post-operative serum metabolites were analyzed. We then performed an SVM model using 10 differential metabolites in preoperative samples as features to evaluate the patients' risk of POCD, which appeared to be positively associated with POCD and could be a potential biomarker. We also analyzed differential serum metabolites from preoperative and post-operative samples of POCD patients. By analyzing their overlap differential metabolites with between POCD and Non-POCD patients, we further inferred seven metabolites positively related to the POCD mechanism. Our results provide a more convenient method to aid POCD diagnosis and prevention using biomarkers and explore the possible mechanism behind. Frontiers Media S.A. 2021-05-20 /pmc/articles/PMC8174563/ /pubmed/34093278 http://dx.doi.org/10.3389/fpsyt.2021.665097 Text en Copyright © 2021 Lu, Jiang, Huang, Bian and Yu. 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). 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 | Psychiatry Lu, Wenbin Jiang, Zhengyu Huang, Jie Bian, Jinjun Yu, Xiya Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients |
title | Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients |
title_full | Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients |
title_fullStr | Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients |
title_full_unstemmed | Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients |
title_short | Preoperative Serum Metabolites and Potential Biomarkers for Perioperative Cognitive Decline in Elderly Patients |
title_sort | preoperative serum metabolites and potential biomarkers for perioperative cognitive decline in elderly patients |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8174563/ https://www.ncbi.nlm.nih.gov/pubmed/34093278 http://dx.doi.org/10.3389/fpsyt.2021.665097 |
work_keys_str_mv | AT luwenbin preoperativeserummetabolitesandpotentialbiomarkersforperioperativecognitivedeclineinelderlypatients AT jiangzhengyu preoperativeserummetabolitesandpotentialbiomarkersforperioperativecognitivedeclineinelderlypatients AT huangjie preoperativeserummetabolitesandpotentialbiomarkersforperioperativecognitivedeclineinelderlypatients AT bianjinjun preoperativeserummetabolitesandpotentialbiomarkersforperioperativecognitivedeclineinelderlypatients AT yuxiya preoperativeserummetabolitesandpotentialbiomarkersforperioperativecognitivedeclineinelderlypatients |