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You P, Ding M, Li X, Shao Y, Jiang T, Jia Y, Wang Y, Zhang X. Determining Urinary Bile Acid Profiles to Predict Maternal and Neonatal Outcomes in Patients with Intrahepatic Cholestasis of Pregnancy. Diagnostics (Basel) 2025; 15:657. [PMID: 40150000 PMCID: PMC11941055 DOI: 10.3390/diagnostics15060657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2025] [Revised: 02/28/2025] [Accepted: 03/06/2025] [Indexed: 03/29/2025] Open
Abstract
Objective: Intrahepatic cholestasis of pregnancy (ICP) is associated with an elevated risk of adverse perinatal outcomes, including perinatal morbidity and mortality. The objectives of this study were to evaluate the bile acid (BA) metabolism profiles in the urine of patients with ICP and to investigate the association between specific BAs and maternal and neonatal outcomes in patients with ICP. Methods: A total of 127 Chinese women with ICP and 55 healthy pregnant women were enrolled in our retrospective study. Spot urine samples and clinical data were collected from pregnant women from January 2019 to December 2022 at the First Affiliated Hospital of Chongqing Medical University, Chongqing. Based on total bile acid (TBA) levels, the ICP group was subdivided into mild (10-40 μmol/L) and severe (≥40 μmol/L) ICP groups. Patients in the ICP group were further divided into two categories according to neonatal outcomes: an ICP with adverse pregnancy outcomes group and an ICP with non-adverse pregnancy outcomes group. Metabolites from maternal urine were collected and analyzed using ultra-high-performance liquid chromatography-triple quadrupole time-of-flight mass spectroscopy (UPLC-triple TOF-MS). Results: Significant differences were observed between the mild and severe ICP groups in the onset time of symptoms, gestational weeks at time of ICP diagnosis, the duration of using ursodeoxycholic acid (UDCA) drugs during pregnancy, gestational age at delivery, premature delivery, and cesarean delivery. The expression levels of the composition of different urinary bile acids including THCA, TCA, T-ω-MCA, TCA-3-S, TCDCA-3-S, TDCA-3-S, GCDCA-3-S, DCA-3-G and GDCA-3-G were remarkably higher in the ICP with adverse pregnancy outcomes group than those in the ICP with non-adverse pregnancy outcomes group and the control group. The single-parameter model used to predict adverse pregnancy outcomes in ICP had similar areas under the curve (AUCs) of the receiver operating characteristic (ROC), ranging from 0.755 to 0.869. However, an AUC of 0.886 and 95% CI were obtained by the index of combined urinary bile acids in multiple prediction models (95% CI 0.790 to 0.983, p < 0.05). TCA-3-S in the urinary bile acids had a strong positive correlation with the aspartate aminotransferase (AST) level (r = 0.617, p < 0.05). Furthermore, TCDCA-3-S and GCDCA-3-S in the urinary bile acids had a strong positive correlation with the alanine aminotransferase (ALT) level (r = 0.607, p < 0.05; r = 0.611, p < 0.05) and AST level (r = 0.629, p < 0.05; r = 0.619, p < 0.05). Conclusions: Maternal urinary bile acid profiles were prominent for the prognosis of maternal and neonatal outcomes of ICP. Elevated levels of TCA-3-S, TCDCA-3-S, and GCDCA-3-S in urine might be important predictors for indicating adverse pregnancy outcomes in ICP.
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Affiliation(s)
- Ping You
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education of China), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (P.Y.); (M.D.); (X.L.); (T.J.); (Y.J.); (Y.W.)
| | - Min Ding
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education of China), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (P.Y.); (M.D.); (X.L.); (T.J.); (Y.J.); (Y.W.)
| | - Xue Li
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education of China), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (P.Y.); (M.D.); (X.L.); (T.J.); (Y.J.); (Y.W.)
| | - Yong Shao
- Department of Obstetrics and Gynecology, The First Affiliated Hospital of Chongqing Medical University, Chongqing 400016, China;
| | - Tingting Jiang
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education of China), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (P.Y.); (M.D.); (X.L.); (T.J.); (Y.J.); (Y.W.)
| | - Yuanyuan Jia
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education of China), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (P.Y.); (M.D.); (X.L.); (T.J.); (Y.J.); (Y.W.)
| | - Yuxuan Wang
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education of China), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (P.Y.); (M.D.); (X.L.); (T.J.); (Y.J.); (Y.W.)
| | - Xiaoqing Zhang
- Key Laboratory of Clinical Laboratory Diagnostics (Ministry of Education of China), School of Laboratory Medicine, Chongqing Medical University, Chongqing 400016, China; (P.Y.); (M.D.); (X.L.); (T.J.); (Y.J.); (Y.W.)
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Ren Y, Shan X, Ding G, Ai L, Zhu W, Ding Y, Yu F, Chen Y, Wu B. Risk factors and machine learning prediction models for intrahepatic cholestasis of pregnancy. BMC Pregnancy Childbirth 2025; 25:89. [PMID: 39885442 PMCID: PMC11780866 DOI: 10.1186/s12884-025-07180-4] [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: 09/30/2024] [Accepted: 01/15/2025] [Indexed: 02/01/2025] Open
Abstract
BACKGROUND Intrahepatic cholestasis of pregnancy (ICP) is a liver disorder that occurs in the second and third trimesters of pregnancy and is associated with a significant risk of fetal complications, including premature birth and fetal death. In clinical practice, the diagnosis of ICP is predominantly based on the presence of pruritus in pregnant women and elevated serum total bile acid. However, this approach may result in missed or delayed diagnoses. Therefore, it is essential to explore the risk factors associated with ICP and to accurately identify affected individuals to enable timely prophylactic interventions. The existing literature exhibits a paucity of studies employing artificial intelligence to predict ICP. Therefore, developing machine learning-based diagnostic and severity classification models for ICP holds significant importance. METHODS This study included ICP patients and some healthy pregnant women from Jiaxing Maternity and Child Health Care Hospital in China between July 2020 and October 2023. We collected clinical data during their pregnancies and selected the top 11 critical risk factors through univariable and lasso regression analysis. The dataset was randomly divided into training and testing cohorts. Thirteen machine learning techniques, including Random Forest, Support Vector Machine, and Artificial Neural Network, were employed. Based on their various classification performances on the training set, the top five models were selected for internal validation. RESULTS The dataset included 798 participants (300 normal, 312 mild, and 186 severe cases). Through univariable and lasso regression analysis, total bile acid, gamma-glutamyl transferase, multiple pregnancy, lymphocyte percentage, hematocrit, neutrophil percentage, prothrombin time, Aspartate aminotransferase, red blood cell count, lymphocyte count and platelet count were identified as risk factors of ICP. The AUCs of the selected top five models ranged from 0.9509 to 0.9614. The CatBoost model achieved the best performance, with an AUC of 0.9614 (95% confidence interval, 0.9377-0.9813), an accuracy of 0.9085, a precision of 0.8930, a recall of 0.9059, and a F1-score of 0.8981. CONCLUSIONS We identified risk factors for ICP and developed machine learning models based on these factors. These models demonstrated good performance and can be used to help predict whether pregnant women have ICP and the degree of ICP (mild or severe).
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Affiliation(s)
- Yingchun Ren
- College of Data Science, Jiaxing University, Jiaxing, Zhejiang, 314001, China
| | - Xiaoying Shan
- College of Information Science and Engineering, Jiaxing University, Jiaxing, Zhejiang, 314001, China
| | - Gengchao Ding
- College of Data Science, Jiaxing University, Jiaxing, Zhejiang, 314001, China
| | - Ling Ai
- Jiaxing Maternity and Child Health Care Hospital, Jiaxing, Zhejiang, 314001, China.
- Wenzhou Medical University, Wenzhou, Zhejiang, 325035, China.
| | - Weiying Zhu
- Jiaxing Maternity and Child Health Care Hospital, Jiaxing, Zhejiang, 314001, China.
- Jiaxing Women and Children's Hospital, Jiaxing, Zhejiang, 314001, China.
| | - Ying Ding
- Jiaxing Maternity and Child Health Care Hospital, Jiaxing, Zhejiang, 314001, China
| | - Fuzhou Yu
- Jiaxing Maternity and Child Health Care Hospital, Jiaxing, Zhejiang, 314001, China
| | - Yun Chen
- Jiaxing Maternity and Child Health Care Hospital, Jiaxing, Zhejiang, 314001, China
| | - Beijiao Wu
- Jiaxing Maternity and Child Health Care Hospital, Jiaxing, Zhejiang, 314001, China
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Axelsen SM, Schmidt MC, Kampmann U, Grønbæk H, Fuglsang J. The effect of twin pregnancy in intrahepatic cholestasis of pregnancy: A case control study. Acta Obstet Gynecol Scand 2024; 103:1994-2001. [PMID: 39058263 PMCID: PMC11426215 DOI: 10.1111/aogs.14928] [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: 05/02/2024] [Revised: 06/20/2024] [Accepted: 07/04/2024] [Indexed: 07/28/2024]
Abstract
INTRODUCTION Intrahepatic cholestasis of pregnancy (ICP) is one of the most common hepatic disorders during pregnancy, and the etiology is thought to be multifactorial including both environmental and hormonal contributions. In twin pregnancies, the fetal and placental mass is generally greater than in singleton pregnancies, and is, theoretically, likely to have a greater influence upon the maternal hepatic metabolism compared to singleton pregnancy. The aim of this study was to compare ICP in twin and singleton pregnancies according to ICP characteristics, time of diagnosis, serum bile acid levels, pharmacological treatment, and pregnancy outcomes. MATERIAL AND METHODS This case control study was undertaken at Aarhus University Hospital, Denmark, from 2012 to 2019. The study comprised 51 women with twin pregnancies and ICP. These women were matched with 153 women with twin pregnancies without ICP and 153 women with singleton pregnancies with ICP, respectively. Three controls were matched per case, and data obtained from medical records and Danish obstetrical databases were compared. RESULTS We found a significantly lower gestational age at ICP diagnosis in twin pregnancies (227 vs. 242 days for singleton pregnancies; p = 0.002). Bile acids reached significantly higher maximum blood levels in twin pregnancies (32.9 vs. 22.2 μmol/L; p = 0.012), and at a lower gestational age (gestational age maximum bile acids: 235 vs. 250 days; p < 0.001). No difference in pharmacological treatment was observed between the groups. Twin pregnancies with and without ICP had comparable pregnancy outcomes; however, ICP pregnancies had a higher incidence of gestational diabetes mellitus (15.7% vs. 5.2%; p = 0.03). In repeat pregnancies, ICP was diagnosed earlier in the twin pregnancy (p = 0.006). CONCLUSIONS Compared to singleton pregnancies, twin pregnant women with ICP have an earlier diagnosis of ICP, and levels of bile acids are higher. Compared to twin pregnancies without ICP, the pregnancy outcomes are comparable.
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Affiliation(s)
- Silja Maigaard Axelsen
- Department of Clinical MedicineAarhus University HospitalAarhusDenmark
- Department of Obstetrics and GynecologyAarhus University HospitalAarhusDenmark
| | | | - Ulla Kampmann
- Department of Clinical MedicineAarhus University HospitalAarhusDenmark
- Steno Diabetes Center AarhusAarhus University HospitalAarhusDenmark
| | - Henning Grønbæk
- Department of Clinical MedicineAarhus University HospitalAarhusDenmark
- Department of Hepatology and GastroenterologyAarhus University HospitalAarhusDenmark
| | - Jens Fuglsang
- Department of Clinical MedicineAarhus University HospitalAarhusDenmark
- Department of Obstetrics and GynecologyAarhus University HospitalAarhusDenmark
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Odabaş RK, Sökmen Y, Dünder E, Taşpınar A. The Incidence of Intrahepatic Cholestasis of Pregnancy and its Maternal, Fetal, and Neonatal Adverse Outcomes: A Systematic Review and Meta-Analysis. J Midwifery Womens Health 2024; 69:370-382. [PMID: 38750666 DOI: 10.1111/jmwh.13640] [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] [Revised: 04/02/2024] [Indexed: 06/05/2024]
Abstract
INTRODUCTION Intrahepatic cholestasis of pregnancy (ICP) is a problem with an increasing incidence and negative maternal, fetal, and neonatal consequences. This problem is becoming increasingly important. This systematic review and meta-analysis aimed to determine the incidence of ICP and its adverse maternal, fetal, and neonatal adverse outcomes based on primary research studies. METHODS This systematic review and meta-analysis used Preferred Reporting Items for Systematic Reviews and Meta-Analyses reporting guidelines and was conducted between June and September 2023 using the following keywords: obstetric cholestasis OR intrahepatic cholestasis AND pregnancy OR pregnant OR prenatal OR antenatal OR perinatal OR maternal OR fetal OR neonatal. Quality assessment of the studies was performed using the Critical Appraisal Checklists developed by the JBI Institute. Data were synthesized using meta-analysis methods. RESULTS The analysis included 10 studies published between 2013 and 2023. The meta-analysis showed that the incidence of ICP was 1.7% (odds ratio [OR], 0.021; 95% CI, 0.012-0.027), whereas maternal, fetal, and neonatal adverse outcomes included cesarean birth (OR, 2.938; 95% CI, 1.467-5.881), preterm birth or preterm prelabor rupture of membranes (OR, 4.241; 95% CI, 1.996-9.009), hypertensive disorders of pregnancy (OR, 3.715; 95% CI, 1.545-8.929), maternal infection (OR, 3.301; 95% CI, 2.917-3.737), neonatal intensive care unit admission (OR, 2.715; 95% CI, 1.458-5.056), birth weight less than or equal to 2500 g (OR, 2.518; 95% CI, 1.296-4.892), and small for gestational age (OR, 1.915; 95% CI, 1.424-2.573). DISCUSSION This systematic review and meta-analysis revealed that ICP has a high incidence and several maternal, fetal, and neonatal adverse outcomes. Therefore, midwives and other health professionals must be aware of these outcomes and provide appropriate care to pregnant individuals with ICP.
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Affiliation(s)
- Resmiye Kaya Odabaş
- Midwifery Department, Faculty of Health Sciences, Kocaeli University, Kocaeli, Turkey
| | - Yasemin Sökmen
- Department of Midwifery, Faculty of Health Sciences, Ondokuz Mayıs University, Samsun, Turkey
| | - Emre Dünder
- Department of Statistical Information Systems, Faculty of Sciences, Ondokuz Mayıs University, Samsun, Turkey
| | - Ayten Taşpınar
- Department of Midwifery, Faculty of Health Sciences, Aydın Adnan Menderes University, Aydın, Turkey
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Obiegbusi CN, Dong XJ, Obiegbusi SC, Jin X, Okoene IK. Predictors of Adverse Fetal Outcomes in Intrahepatic Cholestasis of Pregnancy (ICP): a Narrative Review. Reprod Sci 2024; 31:341-351. [PMID: 37626275 DOI: 10.1007/s43032-023-01329-2] [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: 03/16/2023] [Accepted: 08/08/2023] [Indexed: 08/27/2023]
Abstract
Intrahepatic cholestasis of pregnancy (ICP) is a hepatic disorder in pregnancy linked with adverse fetal outcomes, which primarily manifests in the late second and third trimesters of pregnancy. This review aims to recapitulate the existing evidence on factors that can predict detrimental perinatal outcomes in pregnant women diagnosed with intrahepatic cholestasis of pregnancy. We searched PubMed, Web of Science, Cochrane Library, Scopus, Medline, and Embase databases and selected studies related to predictors of fetal outcome in intrahepatic cholestasis of pregnancy. Studies of the articles showed that predictors of an adverse fetal outcome include in vitro fertilization (IVF) pregnancy, multifetal pregnancy, biochemical markers, gestational age of ICP onset, presence of comorbidities (preeclampsia and gestational diabetes mellitus), maternal history of ICP, and hepatobiliary disease.Intrahepatic cholestasis of pregnancy (ICP) complicates the pregnancy. Hence, early assessment of low-risk and high-risk groups will help to administer definite management protocols and strategies to prevent adverse neonatal outcomes. Further research should concentrate on the number of conditions/factors and the predictive power of different factors to determine the most reliable predictors and biomarkers that can predict adverse fetal outcomes and improve the assessment of risk in pregnancy complicated with ICP.
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Affiliation(s)
- Chidera Nneji Obiegbusi
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiao Jing Dong
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China.
| | - Samuel Chigbo Obiegbusi
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Xiao Jin
- Department of Obstetrics and Gynecology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
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Sadeghi A. Global incidence of intrahepatic cholestasis of pregnancy: A protocol for systematic review and meta-analysis. Health Sci Rep 2024; 7:e1901. [PMID: 38361799 PMCID: PMC10867694 DOI: 10.1002/hsr2.1901] [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: 09/07/2023] [Revised: 11/29/2023] [Accepted: 01/29/2024] [Indexed: 02/17/2024] Open
Abstract
Background Intrahepatic cholestasis of pregnancy (ICP) typically develops in the late second and third trimesters and resolves rapidly after delivery. Although not associated with serious maternal sequelae, ICP can be highly bothersome. On the other hand, the major complications of ICP are fetal and neonatal, which can be fatal. The current knowledge lacks an estimation regarding the global prevalence of ICP. Methods PubMed, Scopus, and Web of Science will be searched systematically. Records will be screened for eligibility by two independent reviewers. Observational studies that reported the incidence of ICP will be eligible. Joanna Bridge Institute checklist for appraisal of prevalence studies will be used for quality assessment. Freeman-Tukey double arcsine transformed effect sizes will be pooled under random-effect models. The residual between study heterogeneity will be quantified using I 2 statistic. Further investigations will be done using subgroup and meta-regression analyses. Discussion Estimating the global and regional prevalence of ICP and evaluating the effects of moderating factors will provide valuable insights into the knowledge. Further investigations on the moderating factors will help researchers to hypothesize the associations and extend the current understanding of the disease. The planned study will be the first systematic review and meta-analysis that estimates the global prevalence of ICP. The reviewers will try rigorous mythology to ensure high-quality evidence. However, substantial heterogeneity is expected as prevalence studies utilize different mythologies, settings, and definitions. Moreover, this study relies on utilizing previously published studies, which may impede the overall data quality and comprehensiveness.
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Affiliation(s)
- Alireza Sadeghi
- Student Research CommitteeShiraz University of Medical SciencesShirazIran
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Zhu Y, Xu L, Beejadhursing R, Li F. Maternal and neonatal outcomes of intrahepatic cholestasis of pregnancy after in vitro fertilization. BMC Pregnancy Childbirth 2024; 24:44. [PMID: 38191339 PMCID: PMC10773009 DOI: 10.1186/s12884-024-06248-x] [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: 04/03/2023] [Accepted: 01/02/2024] [Indexed: 01/10/2024] Open
Abstract
BACKGROUND Intrahepatic cholestasis of pregnancy (ICP) is an idiopathic disease of pregnancy. Little is known about how it specifically affects pregnancies resulting from in vitro fertilization (IVF). Our aim is to evaluate the impact of IVF on the perinatal outcomes of ICP. METHODS A retrospective study of 242 patients with intrahepatic cholestasis of pregnancy, comprising 36 conceived through IVF and 206 spontaneous conceptions (SC), enrolled between 2019 and 2021 was carried out. Data were analyzed from the medical archives of the Huazhong University of Science and Technology, Tongji Hospital. RESULTS Numerical values of transaminases (ALT, alanine aminotransferase; AST, aspartate aminotransferase) and serum total bile acid (TBA) are significantly lower in the IVF group than that in the spontaneous conceived group (p < 0.05). The incidence of gestational diabetes mellitus (GDM) was higher in the IVF group than in SC group (30.6% vs. 16%, p = 0.037). The cesarean section (CS) rates are higher in the IVF group (97.2% vs. 85.4%, p = 0.023). On the other hand, the prevalence of premature rupture of membranes (PROM) was higher in the SC group (10.7%) while none was reported in the IVF-ICP group. Other maternal comorbidities and neonatal outcomes were similar between the two groups. CONCLUSION ICP patients who underwent IVF are more likely to suffer from GDM. Therefore, monitoring and management of blood glucose should be strengthened during pregnancy. Fortunately, IVF does not seem to worsen the progression or outlook of ICP, so sticking to standard management practices is recommended.
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Affiliation(s)
- Ying Zhu
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Le Xu
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Rajluxmee Beejadhursing
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Fei Li
- Department of Obstetrics and Gynecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
- Reproductive Medicine Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
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Xu T, Zhan Y, Chen D, Deng X, Mao C, Xu J, Wang X, Guo B, Wang X. Risk-stratified management strategies for intrahepatic cholestasis of pregnancy: A tertiary center population review over nearly 5 years. Int J Gynaecol Obstet 2024; 164:219-226. [PMID: 37470272 DOI: 10.1002/ijgo.14987] [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: 07/21/2022] [Revised: 03/16/2023] [Accepted: 06/19/2023] [Indexed: 07/21/2023]
Abstract
OBJECTIVE Intrahepatic cholestasis of pregnancy (ICP) is associated with an increased risk of adverse perinatal outcomes, resulting in a higher risk of perinatal morbidity and mortality. METHODS The authors conducted a retrospective study of 2385 singletons with ICP who underwent risk-stratified management strategies. To explore the risks of perinatal outcomes of ICP, subgroup analyses were performed using different total bile acid (TBA) levels. RESULTS In this study, there was only one stillbirth and one neonatal death. Among the study cohort, 2299 patients had ICP with a TBA level ≥10 μmol/L and 86 had ICP with a TBA level <10 μmol/L. The 2299 patients with ICP (TBA level ≥ 10 μmol/L) were divided into three groups: mild ICP (n = 1803), severe ICP (n = 400), and extremely severe ICP (n = 96). Increased TBA concentration was associated with an increased incidence of preterm birth, newborn asphyxia, neonatal intensive care unit hospitalization, meconium-stained amniotic fluid, and low birth weight in the three groups (P < 0.05). Furthermore, severe and extremely severe ICP with hypotonic absonant uterine contraction had a significant effect on neonatal asphyxia (odds ratio, 5.06 [95% confidence interval, 1.09-23.37]; P < 0.05) and meconium-stained amniotic fluid (odds ratio, 2.37 [95% confidence interval, 1.43-3.93]; P < 0.05). CONCLUSIONS Hypotonic absonant uterine contractions could be high-risk stressors for severe and extremely severe ICP; hence, proper prenatal care is recommended. Risk-stratified management strategies for ICP are critical to obtaining better maternal-fetal outcomes.
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Affiliation(s)
- Tingting Xu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan, China
| | - Yongchi Zhan
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan, China
| | - Daijuan Chen
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan, China
| | - Xixi Deng
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan, China
| | - Chihui Mao
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan, China
| | - Jinfeng Xu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan, China
| | - Xing Wang
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Bing Guo
- West China School of Public Health and West China Fourth Hospital, Sichuan University, Chengdu, China
| | - Xiaodong Wang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Sichuan, China
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Obiegbusi CN, Dong XJ, Obiegbusi SC. Pregnancy outcomes following antenatal screening for intrahepatic cholestasis of pregnancy (ICP). Taiwan J Obstet Gynecol 2023; 62:809-816. [PMID: 38008498 DOI: 10.1016/j.tjog.2023.09.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/15/2023] [Indexed: 11/28/2023] Open
Abstract
OBJECTIVE To evaluate the maternal and perinatal outcomes following antenatal screening for ICP using a retrospective approach. MATERIALS AND METHODS A retrospective study was conducted at the second affiliated hospital of Chongqing Medical University, Chongqing, China, from 2012 to 2017. Pregnant women registered for antenatal in our hospital were screened for ICP. The pregnant women with detailed delivery record and presenting with the diagnosis of ICP based on TBA level ≥10 mmol/L and abnormal liver enzymes were included in the study. METHOD The pregnant women with detailed delivery records presenting with the diagnosis of ICP based on TBA level ≥10 mmol/L and abnormal liver enzymes were included in the study. 1410 pregnant women were enrolled in this study. We selected 940 pregnant women without the diagnosis of ICP as our control and 470 pregnant women diagnosed with ICP as our case study. Data collection and sampling in the control group was done using microsoft excel (version 16.61) random number generator. RESULTS The mean age of the pregnant women and the gestational age at the time of diagnosis of ICP were 29.01 ± 4.3 years and 31.90 ± 8.83 weeks, respectively. It was found that a significant number of patients with ICP had a preterm birth and low birth weight (LBW), n = 151 (32.5%) P < 0.001 and n = 70 (14.9%) P < 0.001, respectively. A significant number of patients in the case group had a history of liver disease and gall bladder disease, p < 0.001 and p = 0.005, respectively, and a higher rate of GDM p < 0.001. Despite treatment, high TBA titer among ICP patients was associated with preterm delivery. CONCLUSION ICP in pregnancy leads to complications and poor perinatal outcomes. Fetal outcomes depend on the TBA levels; therefore, early diagnosis of ICP through routine screening followed by treatment is recommended in high-risk persons/areas.
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Affiliation(s)
- Chidera Nneji Obiegbusi
- The Second Affiliated Hospital of Chongqing Medical University, 288 Tianwen Avenue, Jiangnan Xincheng, Zone B, Chayuan, Nan'an District, Chongqing, China.
| | - Xiao Jing Dong
- The Second Affiliated Hospital of Chongqing Medical University, 288 Tianwen Avenue, Jiangnan Xincheng, Zone B, Chayuan, Nan'an District, Chongqing, China; The Second Affiliated Hospital of Chongqing Medical University, No.76 LinJiang Road, YuZhong District, Chongqing, China.
| | - Samuel Chigbo Obiegbusi
- The Second Affiliated Hospital of Chongqing Medical University, 288 Tianwen Avenue, Jiangnan Xincheng, Zone B, Chayuan, Nan'an District, Chongqing, China.
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Mitta K, Tsakiridis I, Dagklis T, Michos G, Zachomitros F, Mamopoulos A, Zavlanos A, Athanasiadis A. Selective feticide reverses intrahepatic cholestasis of pregnancy in twins discordant for growth: A case report. Case Rep Womens Health 2023; 39:e00529. [PMID: 37534193 PMCID: PMC10393552 DOI: 10.1016/j.crwh.2023.e00529] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2023] [Revised: 07/13/2023] [Accepted: 07/14/2023] [Indexed: 08/04/2023] Open
Abstract
Twin gestations are associated with an increased risk of intrahepatic cholestasis in pregnancy (ICP), probably attributed to the elevated pregnancy hormones. We report a case of a dichorionic diamniotic twin pregnancy, at the third trimester, complicated with ICP and severe, selective fetal growth restriction (sFGR). A 32-year-old primiparous woman with a dichorionic, diamniotic twin gestation conceived via in vitro fertilization (IVF) presented with pruritus at the maternity care unit at 26+4 weeks of pregnancy. Following a detailed assessment, she was diagnosed with severe sFGR and ICP. During her hospitalization, selective feticide of the FGR fetus was decided and a remarkable improvement in the symptoms and the laboratory findings of ICP was noticed. The incidence of ICP is reported to be higher in twin pregnancies, especially those conceived via IVF, compared with singletons. The optimal timing of delivery and management of twin pregnancies complicated with ICP remain unclear. In our case, selective reduction of the FGR fetus led to the resolution of ICP.
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Affiliation(s)
| | - Ioannis Tsakiridis
- Corresponding author at: Konstantinoupoleos 49, 54642 Thessaloniki, Greece.
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Li P, Jiang Y, Xie M, You Y. Factors associated with intrahepatic cholestasis of pregnancy and its influence on maternal and infant outcomes. Medicine (Baltimore) 2023; 102:e32586. [PMID: 36607861 PMCID: PMC9829298 DOI: 10.1097/md.0000000000032586] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023] Open
Abstract
The aim of this study was to investigate the clinical features and risk factors of intrahepatic cholestasis of pregnancy (ICP) and its effect on pregnancy outcomes. The data from 300 pregnant women with ICP and 300 pregnant women without ICP admitted from July 2015 to December 2016 at Changsha Maternal and Child Health Hospital were collected. The factors associated with ICP were examined. The family history of ICP, twin pregnancies, number of births, hypertensive disorder of pregnancy (HDP), gestational diabetes, hyperlipidemia, hepatitis virus infection, and in vitro fertilization and embryo transfer, differed significantly between the 2 groups (all P < .05). The multivariable analysis showed that body mass index at delivery, number of births, HDP, gestational diabetes, hyperlipidemia, and hepatitis virus infection were associated with ICP (all P < .05). The incidence of abnormal amniotic fluid and premature births in the ICP group were significantly higher than in the control group (all P < .05). ICP is associated with BMI at delivery, number of births, HDP, gestational diabetes, hyperlipidemia, and hepatitis virus infection. ICP greatly influences pregnancy outcomes.
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Affiliation(s)
- Ping Li
- Obstetrics Department, the Maternal and Child Health Hospital of Hunan Province, Hunan, China
- * Correspondence: Ping Li, Obstetrics Department, the Maternal and Child Health Hospital of Hunan Province, Changsha 410008, Hunan, China (e-mail: )
| | - Yurong Jiang
- Obstetrics Department, the Maternal and Child Health Hospital of Hunan Province, Hunan, China
| | - Mina Xie
- Obstetrics Department, Changsha Maternal and Child Health Care Hospital, Hunan, China
| | - Yiping You
- Obstetrics Department, the Maternal and Child Health Hospital of Hunan Province, Hunan, China
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Xu T, Deng C, Zhan Y, Hu Q, Huang G, Wang X, Guo B, Yu H, Wang X. Perinatal outcomes associated with ICP in twin pregnancies were worse than singletons: an almost 5-year retrospective cohort study. BMC Pregnancy Childbirth 2022; 22:820. [PMID: 36335293 PMCID: PMC9636774 DOI: 10.1186/s12884-022-05160-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Accepted: 10/26/2022] [Indexed: 11/06/2022] Open
Abstract
Background Intrahepatic cholestasis of pregnancy (ICP) is associated with an increased risk of adverse perinatal outcomes leading to high perinatal morbidity and mortality. However, few studies have examined twin pregnancies complicated by ICP. To assess the perinatal outcomes of twin pregnancies with ICP, a retrospective cohort study was conducted. Methods A total of 633 twin pregnancies and 1267 singleton pregnancies with ICP were included. In addition, a correlation study was performed on the matched total bile acid (TBA) levels from maternal serum, fetal umbilical venous blood, and amniotic fluid of 33 twin pregnancies from twin groups. Results When compared to singletons, twin pregnancies with ICP had a higher risk of cesarean section (CS) (96.4% vs. 76.1%), preterm birth (PTB) (82.6% vs. 19.7%), fetal distress (2.0% vs. 1.3%), and neonatal intensive care unit (NICU) admission (23.6% vs. 5.1%), which was significantly related to increasing TBA levels (P < 0.05). In twin pregnancies with TBA ≥100 μmol/L, the incidences of CS, PTB, fetal distress, neonatal asphyxia, and meconium-stained amniotic fluid were 94.4, 100, 11.1, 5.6, and 36.1%, respectively. Furthermore, the maximum maternal TBA levels were positively correlated with TBA levels in the amniotic fluid (r = 0.61, P < 0.05) and umbilical cord blood (r = 0.44, P < 0.05), and a similar correlation was found for maternal TBA levels at delivery. TBA levels in umbilical cord blood and amniotic fluid also had a significant and positive correlation (r = 0.52, P < 0.05). Conclusions Twin pregnancies with ICP had a higher risk for adverse perinatal outcomes than singletons, which was associated with higher TBA levels. TBA can be transported through the placenta and is involved in uterus-placenta-fetal circulation.
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Zehner L, Mai M, Dückelmann AM, Hamza A, Eckmann-Scholz C, Maass N, Pecks U. Intrahepatic cholestasis of pregnancy: an evaluation of obstetric management in German maternity units. Arch Gynecol Obstet 2022:10.1007/s00404-022-06754-3. [DOI: 10.1007/s00404-022-06754-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 08/14/2022] [Indexed: 11/28/2022]
Abstract
Abstract
Purpose
Intrahepatic cholestasis of pregnancy (ICP) is associated with adverse fetal and neonatal outcome. Evidence for improvement by obstetric management is sparse. Common international guidelines recommend induction of labor before term, however, they differ in recommendations of monitoring the disease and time point of active management. So far, an official guideline for treatment and management of ICP in Germany does not exist. This study aims to compile common practice and policy in obstetric management of ICP in German maternity units. The objective is to gather obstetricians’ opinion on management of ICP, and to estimate the need for standardization of current practice in Germany on the background of existing evidence.
Methods
A questionnaire focusing on indications for interventions was developed including fourteen multiple-choice questions comprising the areas of diagnostic criteria, laboratory testing, fetal monitoring, treatment, and delivery timing. The survey was sent to 699 maternity clinics and was distributed to participants of the annual congress hosted by the German society of perinatal medicine (DGPM). Collected data were summarized and evaluated in relation to available evidence and existing guidelines. Descriptive statistics and Fisher's exact test were used.
Results
334 completed questionnaires returned corresponding to a response rate of 48.1%. Coinciding with existing international guidelines, 48.8% of the participants acknowledge bile acid concentrations above 10 µmol/L to be indicative of ICP. 85.0% of obstetricians recommend antenatal testing with cardiotocography, exceeding common standards of maternity policy guidelines; 50.3% execute active management in ICP-affected pregnancies as they generally recommend a delivery between 37 + 0 and 38 + 6 weeks of gestation. Although recent studies evinced a risk of stillbirth in ICP-affected pregnancies not until a bile acid concentration of > 100 µmol/L, 22.2% of the respondents recommend delivery before 37 + 0 weeks of gestation due to raised bile acids of 40–99 µmol/L.
Conclusions
Opinions on the management of ICP in German maternity units differ widely and partly deviate by large from international standards. Reasons for this may be the lack of a national guideline and the low awareness due to the rarity of the disease on the one hand and the very slow dynamics in evidence generation and thus the uncertainty about the actual risks and optimal management on the other. The present data highlight the need for further research and clinical guidelines to standardize and optimize treatment based on the best available evidence.
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Huang L, Li X, Liu T, Wei L, Fan C, Tang D, Xiong W, Li Y, Wei S, Xiong Z. Effect of intrahepatic cholestasis of pregnancy on infantile food allergy: A retrospective longitudinal study cohort in Southwest China. Eur J Obstet Gynecol Reprod Biol 2022; 272:110-115. [PMID: 35303672 DOI: 10.1016/j.ejogrb.2022.03.026] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 02/14/2022] [Accepted: 03/11/2022] [Indexed: 11/30/2022]
Abstract
INTRODUCTION Intrahepatic cholestasis of pregnancy has been consistently associated with a higher incidence of adverse pregnancy outcomes. Previous studies mainly focused on the effects of intrahepatic cholestasis of pregnancy on pregnant mothers and fetuses, and few studies reported the postpartum growth and development of fetuses in pregnant women with intrahepatic cholestasis of pregnancy. The aim of this study was to investigate impact of maternal serum total bile acid levels on maternal and neonatal outcomes as well as child growth and food allergy. MATERIAL AND METHODS A retrospective longitudinal cohort investigation was carried out among 751 pregnant women with intrahepatic cholestasis of pregnancy at 30-32 weeks of gestation from the Longitudinal Intrahepatic Cholestasis of Pregnancy Study (LoICPS). Data on the characteristics of the mothers and neonates were collected. Infant growth data and food sensitivities were also collected. RESULTS In our cohort, the average maternal serum total bile acid level was 35.09±30.02 μmol/L, with 58.8% of mothers suffering from mild intrahepatic cholestasis of pregnancy and 29.2% suffering from severe intrahepatic cholestasis of pregnancy. Positive correlations were found between maternal serum total bile acid levels and twin pregnancy (beta-value: 11.55, 95% CI: 2.89 - 20.20. P = 0.009) and meconium stained amniotic fluid (beta-value: 14.64, 95% CI: 9.41 - 19.87. P < 0.001). In addition, the infants of mothers with severe intrahepatic cholestasis of pregnancy were more likely to be allergic to foods at 6 months. CONCLUSIONS This study suggested that despite pregnant women with intrahepatic cholestasis of pregnancy taking ursodeoxycholic acid tablets and cesarean section before expected date of childbirth, the perinatal outcome of newborns partially improving, the incidence of infantile food allergy was still increased.
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Affiliation(s)
- Liqiong Huang
- The Second Affiliated Hospital of Chongqing Medical University, Chongqing 610000, China; Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Xin Li
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Tianjiao Liu
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Lu Wei
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Conghong Fan
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Dongmei Tang
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Wen Xiong
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China
| | - Yalan Li
- The Fourth People's Hospital of Chengdu, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China.
| | - Sumei Wei
- Chengdu Women's and Children's Central Hospital, School of Medicine, University of Electronic Science and Technology of China, Chengdu 611731, China.
| | - Zhengai Xiong
- The Second Affiliated Hospital of Chongqing Medical University, Chongqing 610000, China.
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Zhang Q, Xu Y, Gong Y, Liu X. The impact of assisted reproductive technology in twin pregnancies complicated by intrahepatic cholestasis: a five-year retrospective study. BMC Pregnancy Childbirth 2022; 22:269. [PMID: 35361142 PMCID: PMC8969330 DOI: 10.1186/s12884-022-04610-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Accepted: 03/23/2022] [Indexed: 11/23/2022] Open
Abstract
Background Intrahepatic cholestasis of pregnancy is one of the common complications during pregnancy, and ursodeoxycholic acid has been recommended as the first-line drug. However, if the assisted reproductive technology may increase adverse perinatal outcomes of twin pregnancies complicated by intrahepatic cholestasis is disputed, we aimed to investigate perinatal outcomes between twin pregnancies by assisted reproductive technology versus spontaneous conception, based on these women accepted ursodeoxycholic acid treatment. Methods From January 2014 to January 2019, we retrospectively analysed the clinical data of twin pregnant women with intrahepatic cholestasis, excluding those who did not receive ursodeoxycholic acid treatment. In total, 864 women were included, among whom 500 conceived by assisted reproductive technology and 364 conceived by spontaneous conception. The primary assessment for perinatal outcomes included premature birth, meconium-stained amniotic fluid, low Apgar score, neonatal intensive care unit and still birth, and secondary indicators were serum bile acid and liver enzymes level during medication, so we also finished subgroup analysis based on different elevated bile acid level and drug usage. The statistical analysis was performed by SPSS 22.0. Results The study demonstrated that compared to spontaneous conception, assisted reproductive technology conceived twin pregnancies diagnosed as intrahepatic cholestasis earlier (p = 0.003), and lower birth weight (p = 0.001), less incidence of preterm delivery (p = 0.000) and neonatal intensive care unit admission (p = 0.001), but the rate of meconium-stained amniotic fluid, low Apgar score and still birth have no statistic differences. Moreover, the subgroup analysis showed no significant difference in elevated bile acid levels and medication between assisted reproductive technology and spontaneous conception groups. Conclusions The assisted reproductive technology may increase the risk of early-onset intrahepatic cholestasis in twin pregnancies, but it does not seem to increase adverse effects on bile acid levels and perinatal outcomes. Regardless of ursodeoxycholic acid used alone or combination, the effect of bile acid reduction and improving perinatal outcomes in twin pregnancies is limited. Our conclusions still need more prospective randomized controlled studies to confirm.
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Affiliation(s)
- Qianwen Zhang
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China
| | - Yu Xu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China.,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China
| | - Yunhui Gong
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China. .,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China.
| | - Xinghui Liu
- Department of Obstetrics and Gynecology, West China Second University Hospital, Sichuan University, Chengdu, Sichuan, China. .,Key Laboratory of Birth Defects and Related Diseases of Women and Children, Ministry of Education, Sichuan University, Chengdu, Sichuan, China.
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16
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Late selective termination and the occurrence of placental-related pregnancy complications: A case control study. Placenta 2022; 121:23-31. [DOI: 10.1016/j.placenta.2022.02.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 01/04/2022] [Accepted: 02/15/2022] [Indexed: 11/24/2022]
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17
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Value of Serum Glycocholic Acid and Total Bile Acids in Predicting Maternal and Perinatal Outcomes in Intrahepatic Cholestasis of Pregnancy. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:3911998. [PMID: 34540186 PMCID: PMC8443376 DOI: 10.1155/2021/3911998] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 07/08/2021] [Accepted: 08/16/2021] [Indexed: 01/07/2023]
Abstract
Objective To see whether serum glycocholic acid (CG) and total bile acids (TBA) can predict maternal and perinatal outcomes in pregnant women with intrahepatic cholestasis (ICP). Method The observation group consisted of 80 women with ICP who were treated in our hospital, whereas the control group consisted of 50 ordinary women who were also treated at our hospital at the same time. The levels of CG and TBA in the two groups were determined independently, and the differences in poor perinatal outcomes were compared. Finally, the predictive diagnostic value of CG and TBA for poor perinatal outcomes in ICP mothers was displayed using the Spearman correlation between CG and TBA and Apgar. The maternal CG and TBA levels in the observation group were substantially higher than in the control group (P0.05). The observation group had more significant maternal-fetal discomfort, neonatal asphyxia, preterm birth, and perinatal death than the control group (P0.05). The risk of poor perinatal outcomes in ICP mothers rose when TBA and CG levels increased (P0.05). Apgar ratings were inversely associated with CG and TBA (r = −0.8251 and r = −0.5969, respectively, P0.05). The CG and TBA diagnostic AUCs for unfavorable perinatal outcomes in ICP mothers were (P0.05). Conclusion CG and TBA have a high diagnostic value for ICP and may better predict and identify poor prenatal outcomes. It is suitable for clinical use.
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Liu Y, Sun R, Li Y, Chen H, Wu L, Shen S, Wei Y, Wang N, Zhang Z, Liu Z, Deng G. Changes in serum total bile acid concentrations are associated with the risk of developing adverse maternal and perinatal outcomes in pregnant Chinese women. Clin Chim Acta 2021; 520:160-167. [PMID: 34102134 DOI: 10.1016/j.cca.2021.05.036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 05/26/2021] [Accepted: 05/31/2021] [Indexed: 02/05/2023]
Abstract
BACKGROUND AND AIMS We aimed to investigate the association between total bile acid (TBA) concentrations changes during the second and third trimesters and the risk of developing adverse maternal and perinatal outcomes (AMPO). METHODS A total of 1569 pregnant Chinese women were enrolled. Serum TBA concentrations were measured during the 16-18th and 29-34th weeks of gestation. Logistic regression models were performed. RESULTS After multivariable adjustment, each standard deviation increase in the TBA concentrations in the second trimester was associated with a 30% (odds ratio [OR] = 1.30, 95% confidence interval [CI]: 1.13, 1.50) increased risk of gestational diabetes mellitus (GDM) and a 22% (OR = 1.22, 95% CI: 1.07, 1.63) increased risk of premature rupture of membranes (PROM). When we compared the highest and lowest quartiles of changes in the TBA Z-scores across the second and third trimesters, the adjusted ORs were 1.84 (95% CI: 1.28, 2.65) for PROM and 1.47 (95% CI: 1.07, 2.28) for macrosomia. CONCLUSION Elevated serum TBA concentrations during pregnancy were positively associated with increased risks of GDM and PROM. Women with more drastic changes in TBA concentrations across the second and third trimesters were at a higher risk of developing PROM and macrosomia.
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Affiliation(s)
- Yao Liu
- Department of Clinical Nutrition, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China
| | - Ruifang Sun
- Department of Clinical Nutrition, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China
| | - Yan Li
- Department of Nutrition and Food Hygiene, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, China
| | - Hengying Chen
- Injury Prevention Research Center, Shantou University Medical College, Shantou, China
| | - Lanlan Wu
- Department of Clinical Nutrition, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China
| | - Siwen Shen
- Department of Clinical Nutrition, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China
| | - Yuanhuan Wei
- Department of Clinical Nutrition, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China
| | - Nuoya Wang
- Department of Clinical Nutrition, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China
| | - Zheqing Zhang
- Department of Nutrition and Food Hygiene, Guangdong Provincial Key Laboratory of Tropical Disease Research, School of Public Health, Southern Medical University, Guangzhou, China
| | - Zengyou Liu
- Department of Obstetrics, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China.
| | - Guifang Deng
- Department of Clinical Nutrition, Union Shenzhen Hospital of Huazhong University of Science and Technology, Shenzhen, China.
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Zhang X, Chen Y, Salerno S, Li Y, Zhou L, Zeng X, Li H. Prediction of intrahepatic cholestasis of pregnancy in the first 20 weeks of pregnancy. J Matern Fetal Neonatal Med 2021; 35:6329-6335. [PMID: 34210209 DOI: 10.1080/14767058.2021.1911996] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
AIM Intrahepatic cholestasis of pregnancy (ICP) is a pregnancy-specific liver disease associated with a significant risk of fetal complications including pre-term delivery and fetal death. Typically, it was diagnosed in the third trimester of pregnancy. This study utilized characteristics from routine maternal examinations in the first 20 weeks' gestation to predict ICP in pregnant women. METHODS This is a retrospective case-control study. 13,329 medical records were collected on pregnant women presenting to the West China Second University Hospital between December 2017 and December 2018. After screening according to strict criteria, a total of 487 patients, 250 intrahepatic cholestasis of pregnancy cases, and 237 controls were selected for this study. We collected seven maternal characteristics indices for analysis and forty-three routine blood examination indices were obtained from routine hepatic, renal, and coagulation function examinations. The least absolute shrinkage and selection operator regression was applied for variable selection. Classification and regression trees, logistic regression, random forests, and light gradient boosting machines were fit for predictive modeling. We randomly divided 25% of the original data as testing set to conduct internal validation of the performance of the prediction model. The area under the receiver operating characteristic curves (AUC) was used to compare methods. RESULTS Eight variables were selected out as potentially significant predictors that could reliably predict ICP. The sensitivity, specificity, accuracy, and AUC of the final prediction model obtained by light gradient boosting machines were 72.41, 79.69, 76.23, and 79.77%, respectively. Significantly higher platelet large cell ratio, alanine aminotransferase, glutamyl transpeptidase, and fibrinogen levels were found in cases as compared to healthy controls, while activated partial thromboplastin time and mean corpuscular hemoglobin concentration levels were significantly lower (p < .001). CONCLUSIONS The combination of alanine aminotransferase, glutamyl transpeptidase, fibrinogen, platelet large cell ratio, activated partial thromboplastin time, lactate dehydrogenase, creatinine, and mean corpuscular hemoglobin concentration levels can effectively predict ICP in the first 20 weeks of gestation. These could help provide direction for earlier detection and prevention of ICP.
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Affiliation(s)
- Xinyuan Zhang
- Department of Applied Mechanics, College of Architecture and Environment, Sichuan Province Biomechanical Engineering Laboratory, Sichuan University, Chengdu, China
| | - Yu Chen
- Department of Applied Mechanics, College of Architecture and Environment, Sichuan Province Biomechanical Engineering Laboratory, Sichuan University, Chengdu, China.,Medical Big Data Center, Sichuan University, Chengdu, China
| | - Stephen Salerno
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Yi Li
- Department of Biostatistics, University of Michigan, Ann Arbor, MI, USA
| | - Libin Zhou
- Department of Computer Science, University of Wisconsin, Wisconsin, WI, USA
| | - Xiaoxi Zeng
- Medical Big Data Center, Sichuan University, Chengdu, China
| | - Huafeng Li
- West China Second University Hospital, Sichuan University, Chengdu, China
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20
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Asali A, Ravid D, Shalev H, David L, Yogev E, Yogev SS, Schonman R, Biron-Shental T, Miller N. Intrahepatic cholestasis of pregnancy: machine-learning algorithm to predict elevated bile acid based on clinical and laboratory data. Arch Gynecol Obstet 2021; 304:641-647. [PMID: 33608801 DOI: 10.1007/s00404-021-05994-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2020] [Accepted: 02/02/2021] [Indexed: 01/12/2023]
Abstract
PURPOSE Applying machine-learning models to clinical and laboratory features of women with intrahepatic cholestasis of pregnancy (ICP) and creating algorithm to identify these patients without bile acid measurements. METHODS This retrospective study included 336 pregnant women with a chief complaint of pruritis without rash during the second/third trimesters. Data extracted included: demographics, obstetric, clinical and laboratory features. The primary outcome was an elevated bile acid measurement ≥ 10 µmol/L, regardless of liver enzyme levels. We used different machine-learning models and statistical regression to predict elevated bile acid levels. RESULTS Among 336 women who complained about pruritis, 167 had bile acids ≥ 10 µmol/L and 169 had normal levels. Women with elevated bile acids were older than those with normal levels (p = 0.001), higher parity (p = 0.001), and higher glutamic oxaloacetic transaminase ( GOT) (p = 0.001) and glutamic-pyruvic transaminase (GPT) levels (p = 0.001). Using machine-learning models, the XGB Classifier model was the most accurate (area under the curve (AUC), 0.9) followed by the K-neighbors model (AUC, 0.86); and then the Support Vector Classification (SVC) model (AUC, 0.82). The model with the lowest predicative ability was the logistic regression (AUC, 0.72). The maximum sensitivity of the XGB model was 86% and specificity 75%. The best predictive parameters of the XGB model were elevated GOT (Importance 0.17), elevated GPT (Importance 0.16), family history of bile disease (0.16) and previous pregnancy with ICP (0.13). CONCLUSION Machine-learning models using clinical data may predict ICP more accurately than logistic regression does. Using detection algorithms derived from these techniques may improve identification of ICP, especially when bile acid testing is not available.
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Affiliation(s)
- Aula Asali
- Department of Obstetrics and Gynecology, Meir Medical Center, 59 Tchernichovsky St, Kfar Saba, Israel.
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel.
| | - Dorit Ravid
- Department of Obstetrics and Gynecology, Meir Medical Center, 59 Tchernichovsky St, Kfar Saba, Israel
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Hila Shalev
- Technion-Israel Institute of Technology, 3200003, Haifa, Israel
| | - Liron David
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Eran Yogev
- Ben Gurion University of the Negev, Beersheba, Israel
| | | | - Ron Schonman
- Department of Obstetrics and Gynecology, Meir Medical Center, 59 Tchernichovsky St, Kfar Saba, Israel
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Tal Biron-Shental
- Department of Obstetrics and Gynecology, Meir Medical Center, 59 Tchernichovsky St, Kfar Saba, Israel
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Netanella Miller
- Department of Obstetrics and Gynecology, Meir Medical Center, 59 Tchernichovsky St, Kfar Saba, Israel
- Sackler School of Medicine, Tel Aviv University, Tel Aviv, Israel
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21
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Alemdaroğlu S, Yılmaz Baran Ş, Durdağ GD, Yuksel Şimşek S, Yetkinel S, Alkaş Yağınç D, Kalaycı H, Şimşek E. Intrahepatic cholestasis of pregnancy: are in vitro fertilization pregnancies at risk? J Matern Fetal Neonatal Med 2020; 34:2548-2553. [PMID: 32419565 DOI: 10.1080/14767058.2020.1765331] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
AIM Single pregnancy patients with intrahepatic cholestasis of pregnancy (ICP) were divided into two groups according to the conception method, as spontaneous and in vitro fertilization (IVF). We aim to compare the maternal, laboratory and perinatal characteristics of both groups. MATERIALS AND METHOD The records of 10,929 patients who gave birth in the center between October 2011 and July 2019 were analyzed retrospectively from the data processing system records. Maternal, laboratory and perinatal characteristics of 109 single pregnancies (spontaneous n: 91; IVF n: 18) diagnosed with ICP were compared. FINDINGS The maternal demographic data of both groups were similar (p: .05). In both groups, gestational week, gestational age at birth, birth weight, neonatal intensive care admission rate, meconium-stained amniotic fluid, umbilical cord pH, the 5-minute APGAR score, and the presence of pregnancy complications were similar (p > .05). RESULT Although ICP is reported with a higher incidence in IVF pregnancies, ICP findings and prognosis are similar to those of spontaneous pregnancies.
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Affiliation(s)
- Songül Alemdaroğlu
- Department of Obstetrics and Gynecology, Baskent University, Adana, Turkey
| | - Şafak Yılmaz Baran
- Department of Obstetrics and Gynecology, Baskent University, Adana, Turkey
| | | | - Seda Yuksel Şimşek
- Department of Obstetrics and Gynecology, Baskent University, Adana, Turkey
| | - Selçuk Yetkinel
- Department of Obstetrics and Gynecology, Baskent University, Adana, Turkey
| | - Didem Alkaş Yağınç
- Department of Obstetrics and Gynecology, Baskent University, Adana, Turkey
| | - Hakan Kalaycı
- Department of Obstetrics and Gynecology, Baskent University, Adana, Turkey
| | - Erhan Şimşek
- Department of Obstetrics and Gynecology, Baskent University, Adana, Turkey
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