The relationship between non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31：

The relationship between non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31： | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article The relationship between non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31： Mao Chen, Li Tang, Lin Shen, yanghong Li, Jiaojin Jiang, Lexing Xie, and 4 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8876320/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 5 You are reading this latest preprint version Abstract Background To investigate the relationship between non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31. Methods A total of 545 patients who underwent cerebral vascular stent implantation in the A wards of neurology department between 30 November 2021 and 28 February 2024; 211 met the inclusion criteria. Patients were divided into the complication group and the no complication group according to whether they had complications of non-vascular access. The study compared the clinical characteristics and the COMPASS-31 score between the two groups. Results 118 patients (55.92%) experienced non-vascular access complications, including 35 cases of pain, 12 cases of dizziness, 19 cases of allergy, 47 cases of sleep disorders, 47 cases of gastrointestinal discomfort, 6 cases of cardiac discomfort, 25 cases of respiratory system lesions, and 6 cases of urinary system lesions. In contrast, 93 patients (44.08%) had not complications of non-vascular access. Among the patients with a COMPASS-31 score ≥ 18, 85 (55 cases, 64.71%) experienced non-vascular access complications. For those with a COMPASS-31 score < 18, 126 (63 cases, 50%) experienced non-vascular access complications. Sub-item analysis revealed that postoperative pain, dizziness, allergy and urinary system lesions were associated with the scores for gastrointestinal function, orthostatic intolerance, vasomotor function and bladder function in the COMPASS-31. Binary logistic regression analysis indicated that patients aged ≥ 45, with a COMPASS-31 score ≥ 18, had an Exp(B) value of 2.015 for non-vascular access complications after cerebral vascular stent implantation. Conclusion There was a significant correlation between postoperative non-vascular access complications and autonomic dysfunction. Cerebral vascular stent implantation Non-vascular access complications The COMPASS-31 score Autonomic dysfunction Figures Figure 1 Figure 2 Figure 3 Figure 4 Introduction With the widespread application of cerebral vascular stent implantation as an efficient treatment method in clinical practice, its postoperative complications have also increased significantly. Postoperative complications of cerebral vascular stent implantation can be divided into vascular- access and non-vascular-access complications 1 . The incidence of vascular access complications is usually around 5%, including vascular dissection, cerebral infarction, vascular rupture bleeding, thromboembolism and microembolism, and neurological deficits 1 . However, with advancements in stent implantation techniques and increased surgical experience, the incidence of postoperative complications has significantly decreased in recent years. In contrast, non-vascular access complications, such as dizziness, pain, allergies, sleep disorders, gastrointestinal discomfort, cardiac discomfort, respiratory system disorders, and urinary system disorders, are more frequent and have complex causes, leading to increased patient suffering and medical costs. The autonomic nervous system (ANS) is composed of the sympathetic and parasympathetic nervous systems, which jointly control and regulate the activities and secretory functions of various organs, blood vessels, smooth muscles and glands in the body 2 . The ANS status can be efficiently assessed using the COMPASS-31 scale 3 . Previous studies have shown that ANS dysfunction can be associated with dizziness, headache, emotional abnormalities, sleep disorders, dry eyes, tinnitus, sore throat or foreign body sensation, abdominal distension, abnormal defecation and urination, back pain, night sweats, hyperhidrosis, cold hands and feet, facial flushing, chronic urticaria, chronic eczema and other symptoms 4 , 5 . This is highly similar to the non-vascular access complications after stent implantation. This suggests that there is a correlation between ANS status and the non-vascular access complications. Therefore, in-depth study on the relationship between the occurrence of non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31 score plays an important role in accurately predicting patients 'postoperative condition and carrying out targeted preventive treatment, so as to reduce patients' suffering and medical costs. Methods Study design We used a case-control study to evaluate the effect of autonomic dysfunction on the occurrence of non-vascular complications after cerebral vascular stent implantation (Fig. 1 ).This study was approved by the Ethics Committee of the Second Affiliated Hospital of Army Medical University (Clinical trial number: 2024-Yandi164-01). Study population This study collected 545 patients who received cerebral vascular stent implantation in the A ward of neurology department from November 30,2021 to February 28,2024 as the subjects. Inclusion/Exclusion Criteria Inclusion criteria (1) Patients undergoing cerebral vascular stent implantation; (2) Completed the COMPASS-31 scale assessment. Exclusion criteria (1) Preoperative impaired consciousness (GCS score < 15); (2) Preoperative psychiatric symptoms; (3) Preoperative history of dementia; (4) Patients who died within 3 days after cerebral vascular stent implantation; (5) Patients with a history of mental illness; (6) Patients with severe aphasia or dysarthria (NIHSS language score ≥ 2, dysarthria score ≥ 2); (7) Deaf or mute patients; (8) Patients under tracheal intubation; (9) Patients undergoing interventional treatment for cerebral aneurysms; (10) Patients undergoing interventional treatment for non-cerebrovascular conditions. Data Collection By querying and collecting patient clinical information through our hospital's electronic medical record system, we establish a database. The data includes the patient's basic information (such as ethnicity, gender, age, and place of residence, etc), disease-related information (including history of present illness, past medical history, smoking history, alcohol consumption history, and cerebrovascular stent implantation related conditions, etc), imaging examination data (such as cranial imaging, lung CT, ECG, and ultrasound, etc), new medical orders within three days after stent implantation (including medication, tests, and examinations), and scores from the Compass-31 scale. Confirmation and Grouping The occurrence of non-vascular complications after cerebrovascular stent implantation was confirmed by consulting the postoperative medical orders and comparing the postoperative nursing records. Based on the clinical symptoms of patients, the complication group was further subdivided into subgroups such as pain, dizziness, allergy, sleep disorder, gastrointestinal discomfort, cardiac discomfort, respiratory lesions and urinary system lesions. Analysis and statistics All data were statistically analyzed using SPSS 23.0. Normality tests were performed for all data. The normal distribution of quantitative data was expressed as ±S. Non-normal distribution of quantitative data was represented by M (Q1, Q3), while count data are expressed as n (%). Binary logistic regression was used to identify independent predictors; results are reported as Exp(B) value. The significance level (α) was set at 0.05. Results Basic information about the patient This study screened 545 patients, of whom 211 met the criteria and were included in the study. Among these 211 patients, 203 were Han Chinese, and 8 were from ethnic minorities. There were 161 males and 50 females. Of the patients, 13 were under 45 years old (the youngest being 34 years old), 81 were between 45 and 60 years old, and 117 were 60 years old or older (the oldest being 84 years old). The patients were from Chongqing (156 cases), Sichuan (25 cases), Guizhou (24 cases), and other regions (6 cases). Among the patients, 78 had a history of cerebral infarction, 86 had diabetes, and 139 had hypertension. Additionally, 104 patients had a history of alcohol consumption, and 131 had a history of smoking (Table 1 ). Table 1: Basic information of enrolled patients. Among the 211 patients, 118 experienced complications of non-vascular access after stent implantation, while 93 did not. The complications of non-vascular access were ranked by frequency as follows: gastrointestinal discomfort (47 cases, 22.27%), sleep disorders (47 cases, 22.27%), pain (35 cases, 16.59%), respiratory system lesions (25 cases, 11.85%), allergy (19 cases, 9.01%), dizziness (12 cases, 5.69%), cardiac discomfort (6 cases, 2.84%), and urinary system lesions (6 cases, 2.84%) (Fig. 2 ). Among these, 55 patients experienced at least two complications of non-vascular access, and 63 patients had one complication non-vascular access. Comparison of the COMPASS-31 scores There were 85 patients with the COMPASS-31 score ≥ 18 points and 126 patients with less than 18 points. There were 13 patients with an age of < 45 years old, and their COMPASS-31 scores were all less than 18 points. There were 81 patients with an age of ≥ 45 years old and < 60 years old, among which 53 patients had the COMPASS-31 score < 18 points, and 28 patients had ≥ 18 points. There were 117 patients with an age of ≥ 60 years old, 60 patients with the COMPASS-31 score < 18 points and 57 patients ≥ 18 points. Association between non-vascular access complications and the COMPASS-31 scores Patients with non-vascular access complications had a median COMPASS-31 score of 16.60 ± 8.78 points (Table 2); And patients with no non-vascular access complications had a median COMPASS-31 score of 14 (8, 19) points. 55 (64.71%) of 85 patients with the COMPASS-31 score ≥ 18 points had non-vascular access complications; However, 63 (50%) of the 126 patients with the COMPASS-31 score < 18 points had non-vascular access complications (Fig. 3 , Fig. 4 ). Of the 35 patients with pain, 19 (54.29%) patients had the COMPASS-31 score ≥ 18 points, and 16 (45.71%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis indicated a significant association between pain and the gastrointestinal scores ( P = 0.003 ). Of the 12 patients with dizziness, 8 (66.67%) patients had the COMPASS-31 score ≥ 18 points, and 4 (33.33%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis suggested that there was a significant correlation between dizziness and the orthostatic intolerance scores (P = 0.001) . Of the 19 patients with allergies, 10 (52.63%) patients had the COMPASS-31 score ≥ 18 points, and 9 (47.37%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis suggested that there was a significant correlation between allergy and the vasomotor scores (P = 0.026) . Of the 6 patients with urinary system lesions, 2 (40.00%) patients had the COMPASS-31 score ≥ 18 points, and 4 (60.00%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis suggested that there was a significant correlation between urinary system lesions and the bladder scores (P = 0.038) . Of the 47 patients with sleep disorder, 19 (40.43%) patients had the COMPASS-31 score ≥ 18 points, and 28 (59.57%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis suggested that there was no correlation between sleep disorder and each sub-item of COMPASS-31 score. Of the 47 patients with gastrointestinal discomfort, 22 (46.81%) patients had the COMPASS-31 score ≥ 18 points, and 25 (53.19%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis suggested that there was no correlation between gastrointestinal discomfort and each sub-item of COMPASS-31 score. Of the 6 patients with cardiac discomfort, 2 (33.33%) patients had the COMPASS-31 score ≥ 18 points, and 4 (66.67%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis suggested that there was no correlation between cardiac discomfort and each sub-item of COMPASS-31 score. Of the 25 patients with respiratory system lesions, 10 (40.00%) patients had the COMPASS-31 score ≥ 18 points, and 15 (60.00%) patients had the COMPASS-31 score < 18 points. Binary logistic regression analysis suggested that there was no correlation between respiratory system lesions and each sub-item of COMPASS-31 score. Binary logistic regression analysis found a higher incidence of non-vascular access complications with the COMPASS-31 score ≥ 18 points compared to < 18 points in patients aged ≥ 45 years (p = 0.022), and Exp(B) was 2.015. However, the occurrence of non-vascular access complications was not related to other factors (such as history of diabetes mellitus, hypertension, heart disease, stroke, gender, smoking, alcohol consumption, etc.). Moreover, the occurrence of multiple non-vascular access complications had no obvious correlation with the compass-31 scores and the scores of each sub-item. Table 2: The COMPASS-31 scores for patients with non-vascular access complications. Discussion Non-vascular access complications after cerebral vascular stent implantation are mostly not serious and have good therapeutic effect, and have consequently received limited attention in clinical practice. Review of previous studies, no reports on non-vascular access complications after cerebrovascular stent implantation have been found. Through the statistical analysis of patients with cerebrovascular stent implantation in the A ward of neurology department, it was found that the incidence of non-vascular access complications was as high as 55.92%. Among them, gastrointestinal discomfort, sleep disorders and pain were the top three. Obviously, these complications increase postoperative discomfort and medical costs. This reminds us that in clinical practice, non-vascular access complications deserve attention and further study. Autonomic dysfunction can lead to a variety of clinical symptoms, involving the cardiovascular system, digestive system, urinary system, body temperature regulation, pupil dilation and contraction, and other aspects. The COMPASS-31 scale can simply and comprehensively quantify the autonomic function of patients, help to quickly identify the high-risk groups of autonomic dysfunction, and has important application value in disease management and treatment. Previous studies have found that the COMPASS-31 score < 18 points is normal and ≥ 18 points is abnormal 6 , 7 . In this study, we used the COMPASS-31 scale to rapidly assess patients' autonomic function and provide experimental data for analyzing the relationship between autonomic nervous system and non-vascular access complications after cerebral vascular stent implantation. However, as it is a self-assessment scale and no corresponding objective detection method is used to confirm it, its evaluation of autonomic nerve function status still has some shortcomings 8 . In the future clinical practice, the COMPASS-31 scale should be adjusted and optimized based on objective examination results. The occurrence of non-vascular access complications after cerebral vascular stent implantation is closely related to autonomic dysfunction. In this study, we found that for patients aged ≥ 45 years, the Exp (B) value of non-vascular access complications was 2.015 for those with a COMPASS-31 score of ≥ 18 points compared to those with a score of < 18 points. Among them, postoperative pain, dizziness and allergy were closely related to gastrointestinal scores, orthostatic intolerance scores and vasomotor scores respectively. A large number of previous studies have confirmed that the relationship between the autonomic nervous system and pain is very close, and its pathophysiological mechanism involves neuroinflammation 9 , vasomotor function, and the regulation of pain sensitivity 10 . This study found that there was a significant correlation between postoperative pain and the score of gastrointestinal autonomic nerve function. However, the pathophysiological mechanism of how gastrointestinal autonomic dysfunction affects pain is not clear, which may be related to the pain regulatory center. The relationship between dizziness and ANS dysfunction has been studied. Orthostatic intolerance, as an important manifestation of ANS dysfunction, is prone to cause orthostatic hypotension and then induce dizziness 11 . However, in this study, the patients' dizziness mostly occurred within 1 day after surgery, and most of them were in bed. This suggests that in addition to hypotension, there are other pathophysiological mechanisms involved in dizziness induced by abnormal ANS function. Allergic reactions are common in patients after cerebral vascular stent implantation. It was previously thought that the contrast agent was an important factor leading to allergic reactions in patients 12 . But studies have found that the autonomic nervous system could influence the occurrence of allergy by regulating immune responses 13 . In this study, patients with allergic reactions had higher vasomotor scores. Does this mean that abnormal vasomotor function could also trigger allergic reactions. In conclusion, this study found that non-vascular access complications after cerebral vascular stent implantation are extremely common, and there is an obvious correlation with the functional abnormalities of ANS. Assessing and regulating the patient's ANS functional status prior to surgery may help reduce the occurrence of non-vascular access complications. Declarations Competing Interests : The authors declare that they have no competing interests. Ethics declaration : This study was approved by the Ethics Committee of the Second Affiliated Hospital of Army Medical University in accordance with the Declaration of Helsinki. Clinical trial number: 2024-Yandi164-01. Ethics approval and consent to participate: The study was approved bythe Ethics Committee of the Second Affiliated Hospital of Army Medical University . The need for informed consent was waived by the Ethics Committee of the Second Affiliated Hospital of Army Medical University due to the retrospective nature of the study. Consent to publish : Not applicable. Funding Declaration : This work was supported by Natural Science Foundation Project of Chongqing (CSTB2024NSCQ-MSX1121 to Shilun Zuo) and Young PhD Talents Cultivation Project of Xinqiao Hospital (2022YQB069 to Shilun Zuo). Availability of Data and Materials ： Due to ethical restrictions, the raw data cannot be made publicly available. However, de-identified data may be obtained from the corresponding author upon reasonable request. Generative AI and AI-assisted technologies were NOT used in the preparation of this work. References Lawson MF, Velat GJ, Fargen KM, Mocco J, Hoh BL. Interventional neurovascular disease: avoidance and management of complications and review of the current literature. J Neurosurg Sci. 2011;55:233–42. Giunta S, Xia S, Pelliccioni G, Olivieri F. Autonomic nervous system imbalance during aging contributes to impair endogenous anti-inflammaging strategies. Geroscience. 2024;46:113–27. Sletten DM, Suarez GA, Low PA, Mandrekar J, Singer W. 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Management and Prevention of Hypersensitivity Reactions to Radiocontrast Media: A Consensus Statement from the American College of Radiology and the American Academy of Allergy. Asthma Immunol Radiology. 2025;315:e240100. Perrotta S, Carnevale L, Perrotta M, Pallante F, Mikolajczyk TP, Fardella V, et al. A heart-brain-spleen axis controls cardiac remodeling to hypertensive stress. Immunity. 2025;58:648–65. e647. Additional Declarations No competing interests reported. Cite Share Download PDF Status: Under Review Version 1 posted Reviewers invited by journal 25 Mar, 2026 Editor assigned by journal 23 Mar, 2026 Editor invited by journal 27 Feb, 2026 Submission checks completed at journal 25 Feb, 2026 First submitted to journal 25 Feb, 2026 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. 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2","display":"","copyAsset":false,"role":"figure","size":35219,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eThe complications of non-vascular access were ranked by frequency.\u003c/strong\u003e\u003c/p\u003e","description":"","filename":"2.png","url":"https://assets-eu.researchsquare.com/files/rs-8876320/v1/6a8f43491b086fc7ba478e53.png"},{"id":105574404,"identity":"b18d816d-9560-47ef-9f07-8d4ac52fb900","added_by":"auto","created_at":"2026-03-27 13:34:55","extension":"png","order_by":3,"title":"Figure 3","display":"","copyAsset":false,"role":"figure","size":60394,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eThe frequency of non-vascular access complications was ranked according to whether the COMPASS score was ≥ 18.\u003c/strong\u003e\u003c/p\u003e","description":"","filename":"3.png","url":"https://assets-eu.researchsquare.com/files/rs-8876320/v1/e56cefd4f8e0f6fc1bb73275.png"},{"id":105574305,"identity":"e10d3f56-538c-4b83-a5d8-b2c02ffb76a4","added_by":"auto","created_at":"2026-03-27 13:34:07","extension":"png","order_by":4,"title":"Figure 4","display":"","copyAsset":false,"role":"figure","size":58921,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cstrong\u003eThe proportion of different non-vascular access complications was ranked according to whether the COMPASS score was ≥ 18.\u003c/strong\u003e\u003c/p\u003e","description":"","filename":"4.png","url":"https://assets-eu.researchsquare.com/files/rs-8876320/v1/9e211ae95887c7f4ca3358fb.png"},{"id":105904037,"identity":"fa52bfd7-c7bd-4ab9-824b-c65d03634861","added_by":"auto","created_at":"2026-04-01 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Postoperative complications of cerebral vascular stent implantation can be divided into vascular- access and non-vascular-access complications\u003csup\u003e\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e\u003c/sup\u003e. The incidence of vascular access complications is usually around 5%, including vascular dissection, cerebral infarction, vascular rupture bleeding, thromboembolism and microembolism, and neurological deficits\u003csup\u003e\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e\u003c/sup\u003e. However, with advancements in stent implantation techniques and increased surgical experience, the incidence of postoperative complications has significantly decreased in recent years. In contrast, non-vascular access complications, such as dizziness, pain, allergies, sleep disorders, gastrointestinal discomfort, cardiac discomfort, respiratory system disorders, and urinary system disorders, are more frequent and have complex causes, leading to increased patient suffering and medical costs.\u003c/p\u003e \u003cp\u003eThe autonomic nervous system (ANS) is composed of the sympathetic and parasympathetic nervous systems, which jointly control and regulate the activities and secretory functions of various organs, blood vessels, smooth muscles and glands in the body\u003csup\u003e\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e\u003c/sup\u003e. The ANS status can be efficiently assessed using the COMPASS-31 scale\u003csup\u003e\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e\u003c/sup\u003e. Previous studies have shown that ANS dysfunction can be associated with dizziness, headache, emotional abnormalities, sleep disorders, dry eyes, tinnitus, sore throat or foreign body sensation, abdominal distension, abnormal defecation and urination, back pain, night sweats, hyperhidrosis, cold hands and feet, facial flushing, chronic urticaria, chronic eczema and other symptoms\u003csup\u003e\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e\u003c/sup\u003e. This is highly similar to the non-vascular access complications after stent implantation. This suggests that there is a correlation between ANS status and the non-vascular access complications.\u003c/p\u003e \u003cp\u003eTherefore, in-depth study on the relationship between the occurrence of non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31 score plays an important role in accurately predicting patients 'postoperative condition and carrying out targeted preventive treatment, so as to reduce patients' suffering and medical costs.\u003c/p\u003e"},{"header":"Methods","content":"\u003cdiv id=\"Sec3\" class=\"Section2\"\u003e \u003ch2\u003eStudy design\u003c/h2\u003e \u003cp\u003eWe used a case-control study to evaluate the effect of autonomic dysfunction on the occurrence of non-vascular complications after cerebral vascular stent implantation (Fig.\u0026nbsp;\u003cspan refid=\"Fig1\" class=\"InternalRef\"\u003e1\u003c/span\u003e).This study was approved by the Ethics Committee of the Second Affiliated Hospital of Army Medical University (Clinical trial number: 2024-Yandi164-01).\u003c/p\u003e \u003cp\u003e \u003c/p\u003e \u003c/div\u003e\n\u003ch3\u003eStudy population\u003c/h3\u003e\n\u003cp\u003eThis study collected 545 patients who received cerebral vascular stent implantation in the A ward of neurology department from November 30,2021 to February 28,2024 as the subjects.\u003c/p\u003e\n\u003ch3\u003eInclusion/Exclusion Criteria\u003c/h3\u003e\n\u003cp\u003e \u003cstrong\u003eInclusion criteria\u003c/strong\u003e \u003cp\u003e(1) Patients undergoing cerebral vascular stent implantation; (2) Completed the COMPASS-31 scale assessment.\u003c/p\u003e \u003c/p\u003e \u003cp\u003e \u003cstrong\u003eExclusion criteria\u003c/strong\u003e \u003cp\u003e(1) Preoperative impaired consciousness (GCS score\u0026thinsp;\u0026lt;\u0026thinsp;15); (2) Preoperative psychiatric symptoms; (3) Preoperative history of dementia; (4) Patients who died within 3 days after cerebral vascular stent implantation; (5) Patients with a history of mental illness; (6) Patients with severe aphasia or dysarthria (NIHSS language score\u0026thinsp;\u0026ge;\u0026thinsp;2, dysarthria score\u0026thinsp;\u0026ge;\u0026thinsp;2); (7) Deaf or mute patients; (8) Patients under tracheal intubation; (9) Patients undergoing interventional treatment for cerebral aneurysms; (10) Patients undergoing interventional treatment for non-cerebrovascular conditions.\u003c/p\u003e \u003c/p\u003e\n\u003ch3\u003eData Collection\u003c/h3\u003e\n\u003cp\u003eBy querying and collecting patient clinical information through our hospital's electronic medical record system, we establish a database. The data includes the patient's basic information (such as ethnicity, gender, age, and place of residence, etc), disease-related information (including history of present illness, past medical history, smoking history, alcohol consumption history, and cerebrovascular stent implantation related conditions, etc), imaging examination data (such as cranial imaging, lung CT, ECG, and ultrasound, etc), new medical orders within three days after stent implantation (including medication, tests, and examinations), and scores from the Compass-31 scale.\u003c/p\u003e\n\u003ch3\u003eConfirmation and Grouping\u003c/h3\u003e\n\u003cp\u003eThe occurrence of non-vascular complications after cerebrovascular stent implantation was confirmed by consulting the postoperative medical orders and comparing the postoperative nursing records. Based on the clinical symptoms of patients, the complication group was further subdivided into subgroups such as pain, dizziness, allergy, sleep disorder, gastrointestinal discomfort, cardiac discomfort, respiratory lesions and urinary system lesions.\u003c/p\u003e \u003cdiv id=\"Sec8\" class=\"Section2\"\u003e \u003ch2\u003eAnalysis and statistics\u003c/h2\u003e \u003cp\u003eAll data were statistically analyzed using SPSS 23.0. Normality tests were performed for all data. The normal distribution of quantitative data was expressed as \u0026plusmn;S. Non-normal distribution of quantitative data was represented by M (Q1, Q3), while count data are expressed as n (%). Binary logistic regression was used to identify independent predictors; results are reported as Exp(B) value. The significance level (α) was set at 0.05.\u003c/p\u003e \u003c/div\u003e"},{"header":"Results","content":"\u003cdiv id=\"Sec10\" class=\"Section2\"\u003e\n \u003ch2\u003eBasic information about the patient\u003c/h2\u003e\n \u003cp\u003eThis study screened 545 patients, of whom 211 met the criteria and were included in the study. Among these 211 patients, 203 were Han Chinese, and 8 were from ethnic minorities. There were 161 males and 50 females. Of the patients, 13 were under 45 years old (the youngest being 34 years old), 81 were between 45 and 60 years old, and 117 were 60 years old or older (the oldest being 84 years old). The patients were from Chongqing (156 cases), Sichuan (25 cases), Guizhou (24 cases), and other regions (6 cases). Among the patients, 78 had a history of cerebral infarction, 86 had diabetes, and 139 had hypertension. Additionally, 104 patients had a history of alcohol consumption, and 131 had a history of smoking (Table \u003cspan refid=\"Tab1\" class=\"InternalRef\"\u003e1\u003c/span\u003e).\u003c/p\u003e\n \u003cp\u003e\u003cstrong\u003eTable 1: Basic information of enrolled patients.\u003c/strong\u003e\u003c/p\u003e\n \u003cdiv class=\"gridtable\"\u003e\u003cimg 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\"\u003e\u003c/div\u003e\n \u003cp\u003e\u003cbr\u003e\u003c/p\u003e\n \u003cp\u003eAmong the 211 patients, 118 experienced complications of non-vascular access after stent implantation, while 93 did not. The complications of non-vascular access were ranked by frequency as follows: gastrointestinal discomfort (47 cases, 22.27%), sleep disorders (47 cases, 22.27%), pain (35 cases, 16.59%), respiratory system lesions (25 cases, 11.85%), allergy (19 cases, 9.01%), dizziness (12 cases, 5.69%), cardiac discomfort (6 cases, 2.84%), and urinary system lesions (6 cases, 2.84%) (Fig. \u003cspan refid=\"Fig2\" class=\"InternalRef\"\u003e2\u003c/span\u003e). Among these, 55 patients experienced at least two complications of non-vascular access, and 63 patients had one complication non-vascular access.\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec11\" class=\"Section2\"\u003e\n \u003ch2\u003eComparison of the COMPASS-31 scores\u003c/h2\u003e\n \u003cp\u003eThere were 85 patients with the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points and 126 patients with less than 18 points. There were 13 patients with an age of \u0026lt;\u0026thinsp;45 years old, and their COMPASS-31 scores were all less than 18 points. There were 81 patients with an age of \u0026ge;\u0026thinsp;45 years old and \u0026lt;\u0026thinsp;60 years old, among which 53 patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points, and 28 patients had\u0026thinsp;\u0026ge;\u0026thinsp;18 points. There were 117 patients with an age of \u0026ge;\u0026thinsp;60 years old, 60 patients with the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points and 57 patients\u0026thinsp;\u0026ge;\u0026thinsp;18 points.\u003c/p\u003e\n\u003c/div\u003e\n\u003cdiv id=\"Sec12\" class=\"Section2\"\u003e\n \u003ch2\u003eAssociation between non-vascular access complications and the COMPASS-31 scores\u003c/h2\u003e\n \u003cp\u003ePatients with non-vascular access complications had a median COMPASS-31 score of 16.60\u0026thinsp;\u0026plusmn;\u0026thinsp;8.78 points (Table 2); And patients with no non-vascular access complications had a median COMPASS-31 score of 14 (8, 19) points. 55 (64.71%) of 85 patients with the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points had non-vascular access complications; However, 63 (50%) of the 126 patients with the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points had non-vascular access complications (Fig. \u003cspan refid=\"Fig3\" class=\"InternalRef\"\u003e3\u003c/span\u003e, Fig. \u003cspan refid=\"Fig4\" class=\"InternalRef\"\u003e4\u003c/span\u003e). Of the 35 patients with pain, 19 (54.29%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 16 (45.71%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis indicated a significant association between pain and the gastrointestinal scores (\u003cem\u003eP\u0026thinsp;=\u0026thinsp;0.003\u003c/em\u003e). Of the 12 patients with dizziness, 8 (66.67%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 4 (33.33%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis suggested that there was a significant correlation between dizziness and the orthostatic intolerance scores \u003cem\u003e(P\u0026thinsp;=\u0026thinsp;0.001)\u003c/em\u003e. Of the 19 patients with allergies, 10 (52.63%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 9 (47.37%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis suggested that there was a significant correlation between allergy and the vasomotor scores \u003cem\u003e(P\u0026thinsp;=\u0026thinsp;0.026)\u003c/em\u003e. Of the 6 patients with urinary system lesions, 2 (40.00%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 4 (60.00%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis suggested that there was a significant correlation between urinary system lesions and the bladder scores \u003cem\u003e(P\u0026thinsp;=\u0026thinsp;0.038)\u003c/em\u003e. Of the 47 patients with sleep disorder, 19 (40.43%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 28 (59.57%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis suggested that there was no correlation between sleep disorder and each sub-item of COMPASS-31 score. Of the 47 patients with gastrointestinal discomfort, 22 (46.81%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 25 (53.19%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis suggested that there was no correlation between gastrointestinal discomfort and each sub-item of COMPASS-31 score. Of the 6 patients with cardiac discomfort, 2 (33.33%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 4 (66.67%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis suggested that there was no correlation between cardiac discomfort and each sub-item of COMPASS-31 score. Of the 25 patients with respiratory system lesions, 10 (40.00%) patients had the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points, and 15 (60.00%) patients had the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points. Binary logistic regression analysis suggested that there was no correlation between respiratory system lesions and each sub-item of COMPASS-31 score. Binary logistic regression analysis found a higher incidence of non-vascular access complications with the COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18 points compared to \u0026lt;\u0026thinsp;18 points in patients aged\u0026thinsp;\u0026ge;\u0026thinsp;45 years (p\u0026thinsp;=\u0026thinsp;0.022), and Exp(B) was 2.015. However, the occurrence of non-vascular access complications was not related to other factors (such as history of diabetes mellitus, hypertension, heart disease, stroke, gender, smoking, alcohol consumption, etc.). Moreover, the occurrence of multiple non-vascular access complications had no obvious correlation with the compass-31 scores and the scores of each sub-item.\u003c/p\u003e\n \u003cp\u003e\u003cstrong\u003eTable\u0026nbsp;2: The COMPASS-31 scores for patients with non-vascular access complications.\u003c/strong\u003e\u003c/p\u003e\n \u003cp\u003e\u003cimg 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\"\u003e\u003c/p\u003e\n \u003cp\u003e\u003cbr\u003e\u003c/p\u003e\n\u003c/div\u003e"},{"header":"Discussion","content":"\u003cp\u003eNon-vascular access complications after cerebral vascular stent implantation are mostly not serious and have good therapeutic effect, and have consequently received limited attention in clinical practice. Review of previous studies, no reports on non-vascular access complications after cerebrovascular stent implantation have been found. Through the statistical analysis of patients with cerebrovascular stent implantation in the A ward of neurology department, it was found that the incidence of non-vascular access complications was as high as 55.92%. Among them, gastrointestinal discomfort, sleep disorders and pain were the top three. Obviously, these complications increase postoperative discomfort and medical costs. This reminds us that in clinical practice, non-vascular access complications deserve attention and further study.\u003c/p\u003e \u003cp\u003eAutonomic dysfunction can lead to a variety of clinical symptoms, involving the cardiovascular system, digestive system, urinary system, body temperature regulation, pupil dilation and contraction, and other aspects. The COMPASS-31 scale can simply and comprehensively quantify the autonomic function of patients, help to quickly identify the high-risk groups of autonomic dysfunction, and has important application value in disease management and treatment. Previous studies have found that the COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18 points is normal and \u0026ge;\u0026thinsp;18 points is abnormal\u003csup\u003e\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e\u003c/sup\u003e. In this study, we used the COMPASS-31 scale to rapidly assess patients' autonomic function and provide experimental data for analyzing the relationship between autonomic nervous system and non-vascular access complications after cerebral vascular stent implantation. However, as it is a self-assessment scale and no corresponding objective detection method is used to confirm it, its evaluation of autonomic nerve function status still has some shortcomings\u003csup\u003e\u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e8\u003c/span\u003e\u003c/sup\u003e. In the future clinical practice, the COMPASS-31 scale should be adjusted and optimized based on objective examination results.\u003c/p\u003e \u003cp\u003eThe occurrence of non-vascular access complications after cerebral vascular stent implantation is closely related to autonomic dysfunction. In this study, we found that for patients aged\u0026thinsp;\u0026ge;\u0026thinsp;45 years, the Exp (B) value of non-vascular access complications was 2.015 for those with a COMPASS-31 score of \u0026ge;\u0026thinsp;18 points compared to those with a score of \u0026lt;\u0026thinsp;18 points. Among them, postoperative pain, dizziness and allergy were closely related to gastrointestinal scores, orthostatic intolerance scores and vasomotor scores respectively. A large number of previous studies have confirmed that the relationship between the autonomic nervous system and pain is very close, and its pathophysiological mechanism involves neuroinflammation\u003csup\u003e\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e\u003c/sup\u003e, vasomotor function, and the regulation of pain sensitivity\u003csup\u003e\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e\u003c/sup\u003e. This study found that there was a significant correlation between postoperative pain and the score of gastrointestinal autonomic nerve function. However, the pathophysiological mechanism of how gastrointestinal autonomic dysfunction affects pain is not clear, which may be related to the pain regulatory center. The relationship between dizziness and ANS dysfunction has been studied. Orthostatic intolerance, as an important manifestation of ANS dysfunction, is prone to cause orthostatic hypotension and then induce dizziness\u003csup\u003e\u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e\u003c/sup\u003e. However, in this study, the patients' dizziness mostly occurred within 1 day after surgery, and most of them were in bed. This suggests that in addition to hypotension, there are other pathophysiological mechanisms involved in dizziness induced by abnormal ANS function. Allergic reactions are common in patients after cerebral vascular stent implantation. It was previously thought that the contrast agent was an important factor leading to allergic reactions in patients\u003csup\u003e\u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e12\u003c/span\u003e\u003c/sup\u003e. But studies have found that the autonomic nervous system could influence the occurrence of allergy by regulating immune responses\u003csup\u003e\u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e13\u003c/span\u003e\u003c/sup\u003e. In this study, patients with allergic reactions had higher vasomotor scores. Does this mean that abnormal vasomotor function could also trigger allergic reactions.\u003c/p\u003e \u003cp\u003eIn conclusion, this study found that non-vascular access complications after cerebral vascular stent implantation are extremely common, and there is an obvious correlation with the functional abnormalities of ANS. Assessing and regulating the patient's ANS functional status prior to surgery may help reduce the occurrence of non-vascular access complications.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eCompeting Interests\u003c/strong\u003e: The authors declare that they have no competing interests.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eEthics declaration\u003c/strong\u003e: This study was approved by the Ethics Committee of the Second Affiliated Hospital of Army Medical University in accordance with the Declaration of Helsinki.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eClinical trial number: \u003c/strong\u003e2024-Yandi164-01.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eEthics approval and consent to participate: \u003c/strong\u003eThe study was approved bythe Ethics Committee of the Second Affiliated Hospital of Army Medical University\u003cstrong\u003e.\u0026nbsp;\u003c/strong\u003eThe need for informed consent was waived by the Ethics Committee of the Second Affiliated Hospital of Army Medical University due to the retrospective nature of the study.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConsent to publish\u003c/strong\u003e\u003cstrong\u003e: \u003c/strong\u003eNot applicable.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFunding Declaration\u003c/strong\u003e:\u0026nbsp;This work was supported by Natural Science Foundation Project of Chongqing (CSTB2024NSCQ-MSX1121 to Shilun Zuo) and Young PhD Talents Cultivation Project of Xinqiao Hospital (2022YQB069 to Shilun Zuo).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAvailability of Data and Materials\u003c/strong\u003e\u003cstrong\u003e：\u003c/strong\u003eDue to ethical restrictions, the raw data cannot be made publicly available. However, de-identified data may be obtained from the corresponding author upon reasonable request.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eGenerative AI and AI-assisted technologies were NOT used in the preparation of this work.\u003c/strong\u003e\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eLawson MF, Velat GJ, Fargen KM, Mocco J, Hoh BL. Interventional neurovascular disease: avoidance and management of complications and review of the current literature. J Neurosurg Sci. 2011;55:233\u0026ndash;42.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eGiunta S, Xia S, Pelliccioni G, Olivieri F. Autonomic nervous system imbalance during aging contributes to impair endogenous anti-inflammaging strategies. Geroscience. 2024;46:113\u0026ndash;27.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eSletten DM, Suarez GA, Low PA, Mandrekar J, Singer W. COMPASS 31: a refined and abbreviated Composite Autonomic Symptom Score. Mayo Clin Proc. 2012;87:1196\u0026ndash;201.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eRoche F, Pichot V, Mouhli-Gasmi L, Monier M, Barthelemy JC, Berger M, et al. Anatomy and physiology of the autonomic nervous system: Implication on the choice of diagnostic/monitoring tools in 2023. Rev Neurol (Paris). 2024;180:42\u0026ndash;52.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eSanchez-Manso JC, Gujarathi R, Varacallo MA. Autonomic Dysfunction. In. \u003cem\u003eStatPearls\u003c/em\u003e. Treasure Island (FL). 2025.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eVincent A, Whipple MO, Low PA, Joyner M, Hoskin TL. Patients With Fibromyalgia Have Significant Autonomic Symptoms But Modest Autonomic Dysfunction. PM R. 2016;8:425\u0026ndash;35.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eZhang Zhi-yinMY-j, Fu Liu-jun, Li Li-ping, Jie L. Peng Hui-fang, Jiang Hong-wei. Composite autonomic symptom score-31 for the diagnosis of diabetic cardiovascular autonomic neuropathy. \u003cem\u003eChinese Journal of Clinical Medicine\u003c/em\u003e 2020;27:229\u0026ndash;234.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eSeeley MC, Wilson G, Ong E, Langdon A, Chieng J, Bailey D, et al. Biological sex-dependent differences in postural orthostatic tachycardia syndrome. Eur J Cardiovasc Nurs. 2025;24:762\u0026ndash;71.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eZhang J, Shen QH, Lin X, Liu T, Yu Y, Li Y, et al. Transauricular vagus nerve stimulation' for prevention of postoperative delirium in elderly patients undergoing major surgery: a study protocol for a multicentre, participant-blinded and assessor-blinded, randomised, controlled trial. BMJ Open. 2025;15:e093647.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eSzczepanska-Sadowska E. Neuromodulation of Cardiac Ischemic Pain: Role of the Autonomic Nervous System and Vasopressin. J Integr Neurosci. 2024;23:49.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eHogan AM, Luck C, Woods S, Ortu A, Petkov S. The Effect of Orthostatic Hypotension Detected Pre-Operatively on Post-Operative Outcome. J Am Geriatr Soc. 2021;69:767\u0026ndash;72.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eWang C, Ramsey A, Lang D, Maria Copaescu A, Krishnan P, Kuruvilla M, et al. Management and Prevention of Hypersensitivity Reactions to Radiocontrast Media: A Consensus Statement from the American College of Radiology and the American Academy of Allergy. Asthma Immunol Radiology. 2025;315:e240100.\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003ePerrotta S, Carnevale L, Perrotta M, Pallante F, Mikolajczyk TP, Fardella V, et al. A heart-brain-spleen axis controls cardiac remodeling to hypertensive stress. Immunity. 2025;58:648\u0026ndash;65. e647.\u003c/span\u003e\u003c/li\u003e\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"bmc-neurology","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"nurl","sideBox":"Learn more about [BMC Neurology](http://bmcneurol.biomedcentral.com/)","snPcode":"","submissionUrl":"https://www.editorialmanager.com/nurl","title":"BMC Neurology","twitterHandle":"BMC_series","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"em","reportingPortfolio":"BMC Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"Cerebral vascular stent implantation, Non-vascular access complications, The COMPASS-31 score, Autonomic dysfunction","lastPublishedDoi":"10.21203/rs.3.rs-8876320/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8876320/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003e\u003cb\u003eBackground\u003c/b\u003e\u003c/p\u003e \u003cp\u003eTo investigate the relationship between non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31.\u003c/p\u003e\u003cp\u003e\u003cb\u003eMethods\u003c/b\u003e\u003c/p\u003e \u003cp\u003eA total of 545 patients who underwent cerebral vascular stent implantation in the A wards of neurology department between 30 November 2021 and 28 February 2024; 211 met the inclusion criteria. Patients were divided into the complication group and the no complication group according to whether they had complications of non-vascular access. The study compared the clinical characteristics and the COMPASS-31 score between the two groups.\u003c/p\u003e\u003cp\u003e\u003cb\u003eResults\u003c/b\u003e\u003c/p\u003e \u003cp\u003e118 patients (55.92%) experienced non-vascular access complications, including 35 cases of pain, 12 cases of dizziness, 19 cases of allergy, 47 cases of sleep disorders, 47 cases of gastrointestinal discomfort, 6 cases of cardiac discomfort, 25 cases of respiratory system lesions, and 6 cases of urinary system lesions. In contrast, 93 patients (44.08%) had not complications of non-vascular access. Among the patients with a COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18, 85 (55 cases, 64.71%) experienced non-vascular access complications. For those with a COMPASS-31 score\u0026thinsp;\u0026lt;\u0026thinsp;18, 126 (63 cases, 50%) experienced non-vascular access complications. Sub-item analysis revealed that postoperative pain, dizziness, allergy and urinary system lesions were associated with the scores for gastrointestinal function, orthostatic intolerance, vasomotor function and bladder function in the COMPASS-31. Binary logistic regression analysis indicated that patients aged\u0026thinsp;\u0026ge;\u0026thinsp;45, with a COMPASS-31 score\u0026thinsp;\u0026ge;\u0026thinsp;18, had an Exp(B) value of 2.015 for non-vascular access complications after cerebral vascular stent implantation.\u003c/p\u003e\u003cp\u003e\u003cb\u003eConclusion\u003c/b\u003e\u003c/p\u003e \u003cp\u003eThere was a significant correlation between postoperative non-vascular access complications and autonomic dysfunction.\u003c/p\u003e","manuscriptTitle":"The relationship between non-vascular access complications after cerebral vascular stent implantation and the COMPASS-31：","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-03-27 13:10:06","doi":"10.21203/rs.3.rs-8876320/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"reviewersInvited","content":"","date":"2026-03-25T11:04:32+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-03-23T10:53:42+00:00","index":"","fulltext":""},{"type":"editorInvited","content":"","date":"2026-02-27T15:10:10+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-02-26T02:33:21+00:00","index":"","fulltext":""},{"type":"submitted","content":"BMC Neurology","date":"2026-02-26T02:28:47+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"bmc-neurology","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"nurl","sideBox":"Learn more about [BMC Neurology](http://bmcneurol.biomedcentral.com/)","snPcode":"","submissionUrl":"https://www.editorialmanager.com/nurl","title":"BMC Neurology","twitterHandle":"BMC_series","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"em","reportingPortfolio":"BMC Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"668bf018-684e-46cf-9819-6611f06187dc","owner":[],"postedDate":"March 27th, 2026","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2026-03-27T13:10:10+00:00","versionOfRecord":[],"versionCreatedAt":"2026-03-27 13:10:06","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-8876320","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8876320","identity":"rs-8876320","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}