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Li L, Yang XT, Zou J, Zhang J, Xie XH, Liu JH, Chen BZ. Predictive value of the neutrophil-to-lymphocyte ratio for epidural labor analgesia-associated intrapartum fever: a retrospective single-center study. BMC Anesthesiol 2025; 25:96. [PMID: 39987054 PMCID: PMC11846237 DOI: 10.1186/s12871-025-02972-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2024] [Accepted: 02/13/2025] [Indexed: 02/24/2025] Open
Abstract
BACKGROUND Studies have indicated that epidural analgesia increases the risk of maternal fever during labor, possibly due to non-infectious inflammation. The neutrophil-to-lymphocyte ratio (NLR) is a crucial indicator of inflammation, with a higher NLR potentially signaling worse patient adverse outcomes. The present study explores whether NLR has clinical predictive value for epidural analgesia-related maternal fever (ERMF). METHODS A retrospective analysis was performed for 1602 women who voluntarily requested analgesia for epidural labor from January 2023 to June 2024. Univariate and multivariate logistic regression analyses were applied to identify the factors influencing intrapartum fever, and the association between NLR and ERMF was explored. The receiver operating characteristic (ROC) curve was used to assess the area under the curve (AUC) of NLR for intrapartum fever, and the nearest ascending index was utilized to determine the cut-off value. RESULTS A total of 1602 parturients were included, of which 160 (10%) had intrapartum fever. Body mass index (BMI) (OR = 1.132, 95% CI: 1.027-1.246, P = 0.012), the duration of the first stage of labor (OR = 1.002, 95% CI: 1.001-1.003, P < 0.001), percentage of lymphocytes (OR = 1.205, 95%CI: 1.073-1.354, P = 0.012) and NLR (OR = 1.964, 95% CI: 1.462-2.639, P < 0.001) were independent risk factors for intrapartum fever. High NLR levels were associated with a higher incidence of ERMF at subgroups of ages < 35 years (OR = 1.343, 95%CI: 1.215-1.486, P < 0.001), ages ≥ 35 years (OR = 1.274, 95%CI: 1.105-1.468, P = 0.01), BMI < 24 kg/m2 (OR = 1.326, 95% CI: 1.176-1.495, P < 0.001), BMI ≥ 24 kg/m2 (OR = 1.515, 95%CI: 1.147-2.000, P = 0.003), first stage of labor < 600 min (OR = 1.466, 95%CI: 1.241-1.733, P < 0.001), and first stage of labor ≥ 600 min (OR = 1.257, 95%CI: 1.109-1.424, P < 0.001). Maternal NLR levels greater than 6.305 (AUC = 0.702, 95%CI: 0.634-0.768, P < 0.001) were good predicators of intrapartum fever. CONCLUSIONS High NLR is associated with EMRF, and NLR is a viable predictor of early identification of the occurrence of EMRF, which may be beneficial for pregnancy outcomes.
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Affiliation(s)
- Lei Li
- Department of Anesthesiology, Sichuan Provincial Women's and Children's Hospital, the Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Xiao-Tong Yang
- Department of Anesthesiology, Sichuan Provincial Women's and Children's Hospital, the Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Jiang Zou
- Department of Anesthesiology, Sichuan Provincial Women's and Children's Hospital, the Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Jian Zhang
- Department of Anesthesiology, Sichuan Provincial Women's and Children's Hospital, the Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Xiao-Hai Xie
- Department of Anesthesiology, Sichuan Provincial Women's and Children's Hospital, the Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Jing-Hui Liu
- Department of Anesthesiology, Sichuan Provincial Women's and Children's Hospital, the Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, China
| | - Ben-Zhen Chen
- Department of Anesthesiology, Sichuan Provincial Women's and Children's Hospital, the Affiliated Women's and Children's Hospital of Chengdu Medical College, Chengdu, Sichuan, China.
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Li K, Deng C, Sun D, Wang Y, Li G, Jiang L, Wang T. Predictive value of neutrophil-to-lymphocyte ratio on admission for intrapartum maternal fever in parturients undergoing epidural analgesia: A retrospective cohort study using propensity score-matched analysis. Int J Gynaecol Obstet 2025; 168:167-176. [PMID: 39092575 DOI: 10.1002/ijgo.15820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2024] [Revised: 06/30/2024] [Accepted: 07/16/2024] [Indexed: 08/04/2024]
Abstract
OBJECTIVE To identify the predictive value of the neutrophil-to-lymphocyte ratio (NLR) on admission for intrapartum maternal fever in parturients undergoing epidural analgesia (EA). METHODS In this retrospective cohort study, propensity score matching (PSM) was applied to address covariates. Univariate and multivariate regression analyses were implemented in sequence to find out the factors influencing intrapartum fever. The receiver operating characteristics curve was applied to determine the area under the curve (AUC) of NLR for intrapartum fever. RESULTS NLR and duration of EA were independent risk factors for intrapartum fever. The AUC of the combined indicator (NLR + duration of EA) was higher than that of NLR (AUC = 0.583, 95% confidence interval [CI] 0.53-0.64) and duration of EA (AUC = 0.702, 95% CI 0.66-0.75), reaching 0.715 (95% CI 0.67-0.76; p < 0.001). NLR increased predictive performance for intrapartum fever when added to the duration of EA (net reclassification index 0.076, p = 0.022; integrated discrimination improvement 0.020, p = 0.002). CONCLUSION NLR has limited predictive power for intrapartum fever. The combination of NLR and duration of epidural analgesia may be considered a promising predictor for intrapartum maternal fever in parturients undergoing epidural analgesia. SYNOPSIS The neutrophil-to-lymphocyte ratio is an accessible predictor for the early identification of parturients at risk of intrapartum fever.
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Affiliation(s)
- Kunyue Li
- Department of Anesthesiology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Chunyun Deng
- Department of Anesthesiology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Daqi Sun
- Department of Anesthesiology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Yuxia Wang
- Department of Anesthesiology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Genxia Li
- Department of Obstetrics, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Lihua Jiang
- Department of Anesthesiology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Tao Wang
- Department of Anesthesiology, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
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Yang C, Li N, Chen H, Zhang M, Chen Y, Zhang X, Huang S, Sun N, Deng C. In Situ Array Microextraction and Metabolic Profiling of Small Extracellular Vesicles to Guide and Monitor Maternal Delivery. SMALL METHODS 2024; 8:e2400261. [PMID: 38837641 DOI: 10.1002/smtd.202400261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Revised: 05/27/2024] [Indexed: 06/07/2024]
Abstract
The advantages of small extracellular vesicles (sEV) in disease management have become increasingly prominent, with the main challenge lying in meeting the demands of large-scale extraction and high-throughput analysis, a crucial aspect in the realm of precision medicine. To overcome this challenge, an engineered on-plate aptamer array (16×24 spots) is developed for continuous scale-up microextraction of plasma sEV and their in situ metabolic analysis using mass spectrometry. With this integrated array strategy, metabolic profiles of sEV are acquired from the plasma of 274 antenatal or postpartum women, reducing analysis time by half (7.5 h) and sample volume by 95% (only 0.125 µL usage) compared to the traditional suspension method. Moreover, using machine learning algorithms on sEV metabolic profiles, a risk score system is constructed that accurately assesses the need for epidural analgesia during childbirth and the likelihood of post-administration fever. The system, based on admission samples, achieves an impressive 94% accuracy. Furthermore, post-administration fever can be identified from delivery samples, reaching an overall accuracy rate of 88%. This work offers real-time monitoring of the childbirth process that can provide timely guidance for maternal delivery, underscoring the significance of sEV detection in large-scale clinical samples for medicine innovation and advancement.
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Affiliation(s)
- Chenyu Yang
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Department of Chemistry, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433, China
| | - Ning Li
- Department of Anesthesia, Obstetrics & Gynecology Hospital, Fudan University, Shanghai, 200090, China
| | - Haolin Chen
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Department of Chemistry, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433, China
| | - Man Zhang
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Department of Chemistry, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433, China
| | - Yijie Chen
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Department of Chemistry, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433, China
| | - Xiangmin Zhang
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Department of Chemistry, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433, China
| | - Shaoqiang Huang
- Department of Anesthesia, Obstetrics & Gynecology Hospital, Fudan University, Shanghai, 200090, China
| | - Nianrong Sun
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Fudan University, Shanghai, 200032, China
| | - Chunhui Deng
- Department of Gastroenterology and Hepatology, Zhongshan Hospital, Department of Chemistry, Institutes of Biomedical Sciences, Fudan University, Shanghai, 200433, China
- School of Chemistry and Chemical Engineering, Nanchang University, Nanchang, 330031, China
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Lu R, Rong L, Ye L, Xu Y, Wu H. Effects of epidural analgesia on intrapartum maternal fever and maternal outcomes: an updated systematic review and meta-analysis. J Matern Fetal Neonatal Med 2024; 37:2357168. [PMID: 38812361 DOI: 10.1080/14767058.2024.2357168] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 05/10/2024] [Accepted: 05/15/2024] [Indexed: 05/31/2024]
Abstract
OBJECTIVE Epidural-related maternal fever in women is a common clinical phenomenon that leads to adverse consequences for mothers and neonates. The meta-analysis aimed to quantify the risk for intrapartum maternal fever after epidural analgesia (EA) stratified according to parity. The secondary objective was to investigate the association between EA and maternal outcomes. METHODS An electronic literature search of the Medline/PubMed, Embase, Cochrane Library, Wanfang Data, and China National Knowledge Infrastructure databases was performed to identify studies reporting the occurrence of intrapartum fever in parturients. Studies were reviewed in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines, and meta-analysis was performed using Review Manager version 5.3. RESULTS Seventeen randomized controlled trials (RCTs) (5959 parturients) were included. Odds ratios for maternal fever in the analysis were 4.17 (95% confidence interval (CI) 2.93-5.94) and 5.83 (95% CI 4.96-6.87), respectively. Results of subgroup analysis according to parity were consistent. EA significantly prolonged the length of the first stage of labor (MD 34.52 [95% CI 12.13-56.91]) and the second stage of labor (MD 9.10 [95% CI 4.51-13.68]). Parturients who received EA were more likely to undergo instrumental delivery (OR 2.03 [95% CI 1.44-2.86]) and oxytocin augmentation (OR 1.45 [95% CI 1.12-1.88]). There were no differences in cesarean delivery rates between the EA and non-EA groups. CONCLUSIONS Parturients who received EA exhibited a higher incidence of intrapartum fever. Credibility of the subgroup analyses was low because the mixed group did not effectively represent multiparas.
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Affiliation(s)
- Rui Lu
- Department of Anesthesiology, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Lijuan Rong
- Institute for Hospital Management, Tsinghua University, Shenzhen, China
| | - Li Ye
- Institute for Hospital Management, Tsinghua University, Shenzhen, China
| | - Ying Xu
- Institute for Hospital Management, Tsinghua University, Shenzhen, China
- Evidence-Based Medicine Center, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
| | - Hao Wu
- Department of Anesthesiology, Taizhou Hospital of Zhejiang Province Affiliated to Wenzhou Medical University, Linhai, China
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Kearns RJ, Broom MA, Lucas DN. Long-term effects of neuraxial analgesia. Curr Opin Anaesthesiol 2024; 37:227-233. [PMID: 38390906 DOI: 10.1097/aco.0000000000001365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2024]
Abstract
PURPOSE OF REVIEW This review article explores the potential longer-term implications of neuraxial analgesia in labour for both the mother and her child. RECENT FINDINGS Neuraxial techniques for labour analgesia are well tolerated and effective, and long-term adverse sequelae are rare. Labour epidural analgesia is not independently associated with long-term headache, backache, postnatal depression or anal sphincter injury, and evidence supports that epidurals may offer protection against severe maternal morbidity, particularly in women at a higher risk of complications. However, there is an increasing awareness that postdural puncture headache may be associated with chronic headache, back pain and postnatal depression, emphasizing the need for adequate follow-up until symptoms resolve.For the neonate, a growing body of evidence refutes any association between epidural analgesia in labour and the later development of autism spectrum disorder. The clinical significance of epidural related maternal fever remains uncertain and is a research priority. SUMMARY Women should continue to access the significant benefits of neuraxial analgesia in labour without undue concern about adverse sequelae for themselves or their offspring. Measures to prevent, appropriately manage and adequately follow-up women who have suffered complications of neuraxial analgesia, such as postdural puncture headache, are good practice and can mitigate the development of long-term sequelae.
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Affiliation(s)
- Rachel J Kearns
- Princess Royal Maternity Unit
- School of Medicine, University of Glasgow, Glasgow
| | - Malcolm A Broom
- Princess Royal Maternity Unit
- School of Medicine, University of Glasgow, Glasgow
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Kinishi Y, Koyama Y, Yuba T, Fujino Y, Shimada S. Fever in childbirth: a mini-review of epidural-related maternal fever. Front Neurosci 2024; 18:1389132. [PMID: 38707593 PMCID: PMC11065963 DOI: 10.3389/fnins.2024.1389132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 04/05/2024] [Indexed: 05/07/2024] Open
Abstract
Fever during childbirth, which is often observed in clinical settings, is characterized by a temperature of 38°C or higher, and can occur due to infectious and non-infectious causes. A significant proportion of non-infectious causes are associated with epidural-related maternal fever during vaginal delivery. Therapeutic interventions are required because fever has adverse effects on both mother and newborn. Effective treatment options for ERMF are lacking. As it is difficult to distinguish it from intrauterine infections such as chorioamnionitis, antibiotic administration remains the only viable option. We mentioned the importance of interleukin-1 receptor antagonist in the sterile inflammatory fever pathway and the hormonal influence on temperature regulation during childbirth, an important factor in elucidating the pathophysiology of ERMF. This review spotlighted the etiology and management of ERMF, underscoring recent advancements in our understanding of hypothalamic involvement in thermoregulation and its link to sterile inflammation. We propose to deepen the understanding of ERMF within the broader context of autonomic neuroscience, aiming to foster the development of targeted therapies.
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Affiliation(s)
- Yuki Kinishi
- Department of Anesthesiology and Intensive Care Medicine, Osaka University Graduate School of Medicine, Suita, Japan
- Department of Neuroscience and Cell Biology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yoshihisa Koyama
- Department of Neuroscience and Cell Biology, Osaka University Graduate School of Medicine, Osaka, Japan
- Addiction Research Unit, Osaka Psychiatric Research Center, Osaka Psychiatric Medical Center, Osaka, Japan
- Global Center for Medical Engineering and Informatics, Osaka University, Suita, Japan
- Integrated Frontier Research for Medical Science Division, Institute for Open and Transdisciplinary Research Initiatives (OTRI), Osaka University, Suita, Japan
| | - Tomoo Yuba
- Department of Anesthesiology and Intensive Care Medicine, Osaka University Graduate School of Medicine, Suita, Japan
- Department of Neuroscience and Cell Biology, Osaka University Graduate School of Medicine, Osaka, Japan
| | - Yuji Fujino
- Department of Anesthesiology and Intensive Care Medicine, Osaka University Graduate School of Medicine, Suita, Japan
| | - Shoichi Shimada
- Department of Neuroscience and Cell Biology, Osaka University Graduate School of Medicine, Osaka, Japan
- Addiction Research Unit, Osaka Psychiatric Research Center, Osaka Psychiatric Medical Center, Osaka, Japan
- Global Center for Medical Engineering and Informatics, Osaka University, Suita, Japan
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Yuan J, Jin A, Shen J, Chen Y, Huang Q, Xiang H. Maternal intrapartum fever during epidural labour analgesia: Incidence and influencing factors. Int J Nurs Pract 2024; 30:e13188. [PMID: 37667558 DOI: 10.1111/ijn.13188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2023] [Revised: 07/14/2023] [Accepted: 07/28/2023] [Indexed: 09/06/2023]
Abstract
BACKGROUND The management and nursing care of women's temperature during delivery is an important part of clinical obstetrics. We aimed to evaluate maternal intrapartum fever during epidural labour analgesia to provide evidence for the management and care of women in labour. METHODS This study was conducted and reported according to the STROBE statement. Women in labour undergoing epidural labour analgesia in our hospital from 1 January 2021 to 31 August 2022 were retrospectively selected. The characteristics of women in labour with and without intrapartum fever were compared. Pearson correlation and logistic regression analysis were used to analyse the influencing factors of postpartum fever. RESULTS A total of 196 women in labour were included, the incidence of maternal intrapartum fever in women in labour undergoing epidural analgesia was 27.5%. Pearson correlation analyses showed that BMI, oxytocin use, labour duration, number of vaginal examinations, time from rupture of the foetal membranes to the end of labour and duration of epidural analgesia were all correlated with the occurrence of intrapartum fever (all P < 0.05). Logistic regression analyses indicated that body mass index ≥28 kg/m2 (OR = 1.825), oxytocin use (OR = 2.082), labour duration ≥9.2 h (OR = 2.613), number of vaginal examinations ≥8 (OR = 2.044-3.115), the time from rupture of the foetal membranes to the end of labour ≥250 min (OR = 2.766) and duration of epidural analgesia ≥300 min (OR = 3.106) were risk factors for intrapartum fever in women in labour undergoing epidural analgesia (all P < 0.05). CONCLUSIONS Maternal intrapartum fever in women in labour undergoing epidural analgesia is common and influenced by many factors. Nurses should take early preventive care measures according to these factors during epidural analgesia in labour.
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Affiliation(s)
- Jinhua Yuan
- Delivery room, First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Aiying Jin
- Delivery room, First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Jie Shen
- Delivery room, First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Youguo Chen
- Delivery room, First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Qin Huang
- Delivery room, First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
| | - Haiyan Xiang
- Delivery room, First Affiliated Hospital of Soochow University, Suzhou, Jiangsu, China
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Chang XY, Wang LZ, Xia F, Zhang YF. Factors associated with epidural-related maternal fever in low-risk term women: a systematic review. Int J Obstet Anesth 2023; 56:103915. [PMID: 37625990 DOI: 10.1016/j.ijoa.2023.103915] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2023] [Revised: 05/22/2023] [Accepted: 07/28/2023] [Indexed: 08/27/2023]
Abstract
BACKGROUND The underlying mechanism of epidural-related maternal fever (ERMF) is not fully understood. This systematic review aimed to identify factors associated with ERMF in low-risk, full-term women using neuraxial analgesia. METHODS PubMed, Embase, Web of Science, CENTRAL, and Wanfang Data were searched from inception to September 10, 2022 with no language restriction. Studies reported descriptive data regarding the factors associated with ERMF. A random effects model meta-analysis was used to pool the raw data of univariate analyses for each identified factor. Sensitivity and subgroup analyses were performed to explore possible sources of heterogeneity. RESULTS Eighteen observational studies involving 33 427 women were included, with 18 factors eligible for meta-analyses. Higher body mass index, baseline temperature, admission maternal interleukin-6 levels and white blood cell counts, nulliparity, increasing gestational age, longer duration of labor and rupture of membranes, increasing number of vaginal examinations, oxytocin use, higher birth weight, lower cervical dilation at initiation of analgesia, and longer analgesia duration were associated with increased risk of ERMF, while intermittent compared with continuous epidural dosing was associated with a decreased risk of ERMF (odds ratio 0.25, 95% CI 0.16 to 0.48, P < 0.001). However, heterogeneity among studies was high and the quality of evidence was low for these meta-analyses, except for intermittent epidural dosing. CONCLUSIONS Many factors are associated with ERMF but may not be independent or causal. Further study is needed to clarify the interactions of these factors in ERMF development and whether modification of these factors might influence risk of ERMF.
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Affiliation(s)
- X Y Chang
- Department of Anesthesiology, Jiaxing Maternity and Children Health Care Hospital, Affiliated Women and Children Hospital of Jiaxing University, Jiaxing, Zhejiang, China
| | - L Z Wang
- Department of Anesthesiology, Jiaxing Maternity and Children Health Care Hospital, Affiliated Women and Children Hospital of Jiaxing University, Jiaxing, Zhejiang, China.
| | - F Xia
- Department of Anesthesiology, Jiaxing Maternity and Children Health Care Hospital, Affiliated Women and Children Hospital of Jiaxing University, Jiaxing, Zhejiang, China
| | - Y F Zhang
- Department of Anesthesiology, Jiaxing Maternity and Children Health Care Hospital, Affiliated Women and Children Hospital of Jiaxing University, Jiaxing, Zhejiang, China
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