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Pymar H, Waddington A, Prager S, Shorter J, Thomas J. Guideline No. 460: Diagnosis and Management of Intrauterine Early Pregnancy Loss. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2025:102914. [PMID: 40349974 DOI: 10.1016/j.jogc.2025.102914] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
Abstract
OBJECTIVE To provide an evidence-based approach to guide the diagnosis and management of intrauterine early pregnancy loss. TARGET POPULATION This population includes patients experiencing pregnancy loss/miscarriage and incomplete pregnancy loss in the context of a normally sited intrauterine pregnancy. It does not include patients with a pregnancy of unknown location, ectopic pregnancy or recurrent pregnancy loss (2 or more pregnancy losses). BENEFITS, HARMS, AND COSTS Incorrect diagnosis of a pregnancy loss increases the risk of harming a live, normally sited pregnancy. Prolonged waiting for confirmation of a diagnosis can increase anxiety and delay treatment. Patient-centred care discussions can help patients understand their pregnancy loss risk and make decisions about their management and follow-up, including time off for bereavement and mental health support. EVIDENCE The following search terms were entered into PubMed from January 2021 to December 2024: early pregnancy loss, incomplete, spontaneous abortion, diagnosis, and management. The International Society of Ultrasound in Obstetrics and Gynecology (2021 and 2022), and Association of Early Pregnancy Units presentations and references were also used. VALIDATION METHODS The authors rated the quality of evidence and strength of recommendations using the Grading of Recommendations Assessment, Development and Evaluation (GRADE) approach. See online Appendix A (Tables A1 for definitions and A2 for interpretations). INTENDED AUDIENCE Health care providers who provide care to pregnant patients experiencing intrauterine early pregnancy loss. TWEETABLE ABSTRACT Early pregnancy loss is a common experience that can be traumatic. Patient-centred care in an Early Pregnancy Assessment Clinic can help patients make informed decisions. SUMMARY STATEMENTS RECOMMENDATIONS.
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Pymar H, Waddington A, Prager S, Shorter J, Thomas J. Directive clinique n° 460 : Diagnostic et prise en charge de la perte précoce de grossesse. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2025:102915. [PMID: 40349975 DOI: 10.1016/j.jogc.2025.102915] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2025]
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Utomo A, Aditiyono A, Marlina D, Disastra YP, Susilo AFP, Adriansyah PNA. Diagnostic Challenges in Ectopic Pregnancy: Identifying Pseudo Sacs in Suspected Heterotopic Cases. AMERICAN JOURNAL OF CASE REPORTS 2025; 26:e944924. [PMID: 40193315 PMCID: PMC11991431 DOI: 10.12659/ajcr.944924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 02/17/2025] [Accepted: 01/28/2025] [Indexed: 04/09/2025]
Abstract
BACKGROUND A pseudo-gestational sac (pseudo sac), or intracavitary fluid, occurs in up to 10% of ectopic tubal pregnancies and can mimic an intrauterine gestational sac, posing a diagnostic challenge. Distinguishing a pseudo sac from a true gestational sac or an ovarian cyst is critical to avoid misdiagnosis. This report describes the case of a 28-year-old woman presenting at 6 weeks of pregnancy with hydrosalpinx, hemosalpinx, and a pseudo sac due to tubal ectopic pregnancy. CASE REPORT A 28-year-old woman, G3P1A1 at 6 weeks of pregnancy, presented with right lower quadrant abdominal pain lasting 4 days and vaginal bleeding that began 10 h before admission. Physical examination revealed cervical motion tenderness and bulging of the Douglas pouch. Ultrasonography showed a suspected heterotopic pregnancy, with a gestational sac in the right adnexa measuring 1.0×7.4×1.9 cm and a "ring of fire" sign, alongside free fluid in the Douglas and Morrison pouches. Intraoperative findings confirmed a ruptured ectopic pregnancy in the interstitial portion of the fallopian tube, with approximately 400 cc of blood clots. Bilateral salpingectomy was performed, owing to the ruptured ectopic pregnancy and contralateral hydrosalpinx. Histopathological analysis confirmed the intrauterine finding as a pseudo sac with no conception tissue. CONCLUSIONS This report highlights the importance of distinguishing between true intrauterine pregnancy and a pseudo-gestational sac, to avoid unnecessary interventions. It emphasizes the role of early and precise transvaginal ultrasonography combined with histopathological confirmation in diagnosing ectopic pregnancies, particularly in cases mimicking heterotopic pregnancy.
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Affiliation(s)
- Aditya Utomo
- Department of Obstetrics and Gynecology, Padjadjaran University, Bandung, West Java, Indonesia
| | - Aditiyono Aditiyono
- Oncology Gynaecology Division, Soedirman Jenderal University, Purwokerto, Central Java, Indonesia
| | - Dina Marlina
- Department of Obstetrics and Gynecology, Padjadjaran University, Bandung, West Java, Indonesia
| | - Yuda Putra Disastra
- Department of Obstetrics and Gynecology, Padjadjaran University, Bandung, West Java, Indonesia
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Demir SC, Polat İ, Şahin D, Gedikbaşı A, Çetin C, Timur H, Tanaçan A. PERİDER-TJOD joint review on threatened abortion and guideline for its treatment. Turk J Obstet Gynecol 2025; 22:96-105. [PMID: 40062715 PMCID: PMC11894778 DOI: 10.4274/tjod.galenos.2025.36926] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2025] [Accepted: 03/03/2025] [Indexed: 03/14/2025] Open
Abstract
Objective Although there are several guidelines in the literature on "recurrent abortion", there is no comprehensive guideline on "threatened abortion". The overall purpose of this guideline is to provide healthcare providers with the best available evidence for examination and treatment of pregnant women with threatened abortion. Materials and Methods The scope of the guideline and the first version of the questions were prepared by the Perinatology and High Risk Pregnancies Association (PERİDER) guideline development group in January 2024. Meetings were held to discuss key questions and redefine them. A final list of 8 key questions was created. Keywords were defined for each question and ranked in order of importance and used in searches for all English-language publications in PubMed/Medline and Cochrane libraries. These databases were thoroughly scanned for publications that were published until February 1, 2024. Literature reviews were conducted as an iterative process. In the first step, systematic reviews and meta-analyses were collected. If no results were found, the research was expanded to randomized controlled trials and then to cohort studies and case reports, following the hierarchy of evidence levels. Results This guideline was presented to the board of directors of the Turkish Gynecology and Obstetrics Society (TJOD). With their suggestions, guideline was finalized, and it was decided to be published as a joint guideline of PERİDER-TJOD. Conclusion This guideline provides an overview of threatened abortion and the recommended treatments. In addition, by recognizing the deficiencies in the literature, suggestions were made regarding research that could help clinicians' decisions in the future.
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Affiliation(s)
- Süleyman Cansun Demir
- Çukurova University Faculty of Medicine, Department of Gynecology and Obstetrics, Division of Perinatology, Adana, Türkiye
| | - İbrahim Polat
- Başakşehir Çam ve Sakura City Hospital, Clinic of Gynecology and Obstetrics, Perinatology Unit, İstanbul, Türkiye
| | - Dilek Şahin
- Ankara Bilkent City Hospital, Clinic of Gynecology and Obstetrics, Perinatology Unit, Ankara, Türkiye
| | | | - Cihan Çetin
- Bahçeşehir University Faculty of Medicine, Department of Gynecology and Obstetrics, Division of Perinatology, İstanbul, Türkiye
| | - Hakan Timur
- Ordu University Gynecology and Children’s Hospital, Clinic of Gynecology and Obstetrics, Perinatology Unit, Ordu, Türkiye
| | - Atakan Tanaçan
- Ankara Bilkent City Hospital, Clinic of Gynecology and Obstetrics, Perinatology Unit, Ankara, Türkiye
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Jung YS, Song YJ, Lee HJ, Kim E, Cho SK, Sung YK, Jung SY. Utilisation patterns of immunomodulators and pregnancy outcomes in systemic lupus erythematosus: Insights from Korean national data. Lupus 2025; 34:140-148. [PMID: 39754559 DOI: 10.1177/09612033241310087] [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] [Indexed: 01/06/2025]
Abstract
OBJECTIVES To investigate the trends in immunomodulator use and pregnancy outcomes among pregnant women with systemic lupus erythematosus (SLE), a condition requiring medication to maintain disease activity. METHODS This descriptive study used data from the National Health Information Database in Korea from 2002 to 2018. We included 5,044 pregnancies initiated between 2005 and 2017 in 3,120 SLE patients. Annual trends in SLE therapy, drug utilisation patterns during the preconception and pregnancy periods, and pregnancy outcomes were analysed. RESULTS Pregnancy compatible immunosuppressant (PC-IS) and hydroxychloroquine use during the first trimester were 10.7% and 41.4%, respectively. Most SLE medications exhibited a decline in usage from the preconception period to the first trimester. A prescription rate of 0.9% for pregnancy incompatible immunosuppressants (PIC-IS) was observed during the first trimester, and the incidence of live births, stillbirths, and abortions remained consistent from 2005 to 2017. CONCLUSIONS Insufficient usage of hydroxychloroquine and PC-IS, along with a reduction in PIC-IS usage primarily during early pregnancy rather than before conception, highlights the unmet need for preconceptional family planning with appropriate medication management strategies in SLE pregnancies.
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Affiliation(s)
- Yu-Seon Jung
- College of Pharmacy, Chung-Ang University, Seoul, South Korea
- Hanyang University Institute for Rheumatology Research, Seoul, Korea
| | - Yeo-Jin Song
- Hanyang University Institute for Rheumatology Research, Seoul, Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Hyeon Ji Lee
- Department of Global Innovative Drugs, Graduate School of Chung-Ang University, Seoul, Korea
| | - Eunji Kim
- Department of Global Innovative Drugs, Graduate School of Chung-Ang University, Seoul, Korea
| | - Soo-Kyung Cho
- Hanyang University Institute for Rheumatology Research, Seoul, Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Yoon-Kyoung Sung
- Hanyang University Institute for Rheumatology Research, Seoul, Korea
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Sun-Young Jung
- College of Pharmacy, Chung-Ang University, Seoul, South Korea
- Department of Global Innovative Drugs, Graduate School of Chung-Ang University, Seoul, Korea
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Ye S, Zhou L. Role of serum kisspeptin as a biomarker to detect miscarriage: a systematic review and meta-analysis. HUM FERTIL 2024; 27:2417934. [PMID: 39468787 DOI: 10.1080/14647273.2024.2417934] [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: 04/24/2024] [Accepted: 10/09/2024] [Indexed: 10/30/2024]
Abstract
Miscarriage is a common adverse pregnancy outcome with physical and emotional effects. Identifying predictive miscarriage biomarkers should improve early detection and management. Serum kisspeptin, known for its critical role in reproductive biology, has emerged as a potential biomarker for miscarriage. With this systematic review and meta-analysis, we aimed to assess the association between serum kisspeptin levels and the miscarriage risk. We systematically searched PubMed, Embase, and Cochrane Library databases for studies published up to February 2024, examining the association between serum kisspeptin levels and miscarriage. Eligible studies were observational designs that reported kisspeptin levels in women with and without miscarriage. We included 12 studies involving 2,050 participants. Pooled analysis demonstrated that low serum kisspeptin levels were significantly associated with an increased risk of miscarriage (standardized mean difference = -2.750; 95%CI: -4.357 to -1.143), with substantial heterogeneity (I2 = 98.7%). The pooled area under the curve from three studies indicated high diagnostic accuracy (AUC = 0.903; 95%CI: 0.860-0.946). Low serum kisspeptin levels are significantly associated with an increased miscarriage risk, suggesting that kisspeptin could serve as an effective biomarker for early detection. However, the significant heterogeneity among studies and the lack of standardized measurement protocols emphasize the necessity of further research before clinical implementation. SYSTEMATIC REVIEW REGISTRATION: (Registration ID: CRD42024520639).
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Affiliation(s)
- Sisi Ye
- Department of Laboratory Department, Huzhou Maternity & Child Health Care Hospital, Huzhou, China
| | - Liping Zhou
- Department of Gynaecology and Obstetrics, Huzhou Maternity & Child Health Care Hospital, Huzhou, China
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Allison BA, Borcky T, Boutros-Khoury H, Kirkpatrick L. Teen Pregnancy. Pediatr Rev 2024; 45:680-692. [PMID: 39616131 PMCID: PMC11925598 DOI: 10.1542/pir.2024-006414] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/05/2024] [Revised: 08/06/2024] [Accepted: 08/07/2024] [Indexed: 02/14/2025]
Affiliation(s)
- Bianca A Allison
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Theresa Borcky
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Hannah Boutros-Khoury
- Department of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC
| | - Laura Kirkpatrick
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA
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Hong JJ, Park SB, Park HJ, Lee ES, Kim MJ. MR Imaging for Ectopic Pregnancy. JOURNAL OF THE KOREAN SOCIETY OF RADIOLOGY 2024; 85:1126-1140. [PMID: 39660323 PMCID: PMC11625838 DOI: 10.3348/jksr.2024.0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 05/07/2024] [Accepted: 06/08/2024] [Indexed: 12/12/2024]
Abstract
Ectopic pregnancy (EP) is diagnosed based on laboratory values and ultrasonography (US) findings. Evaluation for suspected EP should begin with a quantitative measurement of the serum β-human chorionic gonadotropin levels and transvaginal US. MR imaging is not preferentially performed in the evaluation of EP; however, if the findings of transvaginal US are uncertain, MR imaging can be used, as it has the advantages of superior soft-tissue contrast resolution and a wide scanning range. Identifying the exact location of implantation transfer using MR imaging can help in the diagnosis and establishment of treatment strategies for ectopic pregnancies, including laparoscopy. In particular, as the incidence of heterotopic pregnancy has increased with the recent increase in use of assisted reproductive technology, the scope of application of MR imaging is expected to expand further. This pictorial essay describes the various manifestations of EP and related conditions on MR imaging and US. Familiarity with the clinical setting and the US and MR imaging features of EP and associated conditions can lead to a more accurate diagnosis and treatment.
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Iqbal M, Zubair M, Saeed Awan A, Khan Y, Yasmin H, Rahim R, Srichand P, Pal SA, Mazhar SB, Sohail R, Zaman F, Ali S, Ali T. Consensus Statements for Assessment and Management of Threatened Miscarriage in the First Trimester in Pakistan: A Three-Step Modified Delphi Approach. Cureus 2024; 16:e65079. [PMID: 39171060 PMCID: PMC11337146 DOI: 10.7759/cureus.65079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/22/2024] [Indexed: 08/23/2024] Open
Abstract
BACKGROUND AND OBJECTIVE It aimed to develop an expert consensus regarding the risk assessment, diagnosis, and threatened miscarriage management during the first trimester in Pakistan. METHODS A three-step modified Delphi method was applied to develop the consensus. Eleven specialized obstetricians and gynecologists participated in its development. If 75% or higher agreement level was attained on each assertion, it was declared as a consensus. RESULTS Age of 35 or above, previous history of two or more previous miscarriages, and direct strong trauma were considered to be threatened miscarriage risk factors. Infection was discussed and specified to include specific infectious diseases, like malaria, and COVID-19 as a risk factor. The experts agreed from the first time on considering endocrinological disorders, thrombophilia, and lifestyle variables as threatened miscarriage risk factors. They proposed adding a statement concerning acquired thrombophilia which was accepted unanimously. Finally, experts agreed on the importance of educating pregnant women about factors whose risk can be modified by modifying their behavior. As for diagnosis statements, it was agreed to be trifold: physical examination, imaging, and laboratory testing. Physical examination included abdominal and pelvic exams but focused more on vaginal examination with speculum to identify bleeding severity and etiology. The statements regarding the imaging approaches to diagnose threatened miscarriage in the first trimester achieved a consensus in most statements. TVS was recommended to check on uterine structural abnormalities, fetus viability focusing on heartbeat and crown-to-rump length, gestation sac size and emptiness, subchorionic hematoma, and ectopic pregnancy. Each was defined on how to identify and diagnose in separate statements. Statements about laboratory tests indicated the need for human chorionic gonadotropin hormone assessment whether serial or once is dependent on the ultrasound. Recommended hematologic investigations include complete blood count for anemia, Rh factor for potential bleeding risk and in special cases, thrombophilia assessment is undertaken. The first and foremost management aspect was follow-up while most management statements were controversial, and some were altogether removed with only some reaching agreement after discussion. CONCLUSION These consensus statements aggregated the best available evidence and experts' opinion-supported statements to improve patient education, risk assessment, diagnosis, and evaluation as well as management of threatened miscarriage during the first trimester in Pakistan.
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Affiliation(s)
- Maryam Iqbal
- Obstetrics and Gynecology, Integrated Medical Care Hospital, Lahore, PAK
| | - Maryam Zubair
- Obstetrics and Gynecology, Azad Jammu Kashmir Medical College, Muzaffarabad, PAK
| | - Azra Saeed Awan
- Obstetrics and Gynecology, Fauji Foundation Hospital, Rawalpindi, PAK
| | - Yousaf Khan
- Obstetrics and Gynecology, Hameed Latif Hospital, Lahore, PAK
| | - Haleema Yasmin
- Obstetrics and Gynecology, Jinnah Postgraduate Medical Center (JPMC), Karachi, PAK
| | - Rehana Rahim
- Obstetrics and Gynecology, Lady Ready Hospital, Peshawar, PAK
| | - Pushpa Srichand
- Obstetrics and Gynecology, Isra University Hospital, Hyderabad, PAK
| | - Sadiah A Pal
- Epidemiology, Concept Fertility Center, Karachi, PAK
| | - Syeda Batool Mazhar
- Obstetrics and Gynecology, Pakistan Institute of Medical Sciences, Islamabad, PAK
| | - Rubina Sohail
- Epidemiology and Public Health, Hameed Latif Hospital, Lahore, PAK
| | - Farrukh Zaman
- Obstetrics and Gynecology, Hameed Latif Hospital, Lahore, PAK
| | - Sobia Ali
- Medical Affairs, Established Pharmaceutical Division, Abbott Laboratories (Pakistan) Limited, Karachi, PAK
| | - Tabrez Ali
- Medical Affairs, Established Pharmaceutical Division, Abbott Laboratories (Pakistan) Limited, Karachi, PAK
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Kastora SL, Gkova G, Stavridis K, Balachandren N, Kastoras A, Karakatsanis A, Mavrelos D. Comparison of luteal support protocols in fresh IVF/ICSI cycles: a network meta-analysis. Sci Rep 2024; 14:14492. [PMID: 38914570 PMCID: PMC11196689 DOI: 10.1038/s41598-024-64804-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2023] [Accepted: 06/13/2024] [Indexed: 06/26/2024] Open
Abstract
Despite the proven superiority of various luteal phase support protocols (LPS) over placebo in view of improved pregnancy rates in fresh cycles of IVF (in vitro fertilization) and ICSI (intracytoplasmic sperm injection) cycles, there is ongoing controversy over specific LPS protocol selection, dosage, and duration. The aim of the present study was to identify the optimal LPS under six core aspects of ART success, clinical pregnancy, live birth as primary outcomes and biochemical pregnancy, miscarriage, multiple pregnancy, ovarian hyperstimulation syndrome (OHSS) events as secondary outcomes. Twelve databases, namely Embase (OVID), MEDLINE (R) (OVID), GlobalHealth (Archive), GlobalHealth, Health and Psychosocial Instruments, Maternity & Infant Care Database (MIDIRS), APA PsycTests, ClinicalTrials.gov, HMIC Health Management Information Consortium, CENTRAL, Web of Science, Scopus and two prospective registers, MedRxiv, Research Square were searched from inception to Aug.1st, 2023, (PROSPERO Registration: CRD42022358986). Only Randomised Controlled Trials (RCTs) were included. Bayesian network meta-analysis (NMA) model was employed for outcome analysis, presenting fixed effects, odds ratios (ORs) with 95% credibility intervals (CrIs). Vaginal Progesterone (VP) was considered the reference LPS given its' clinical relevance. Seventy-six RCTs, comparing 22 interventions, and including 26,536 participants were included in the present NMA. Overall CiNeMa risk of bias was deemed moderate, and network inconsistency per outcome was deemed low (Multiple pregnancy χ2: 0.11, OHSS χ2: 0.26), moderate (Clinical Pregnancy: χ2: 7.02, Live birth χ2: 10.95, Biochemical pregnancy: χ2: 6.60, Miscarriage: χ2: 11.305). Combinatorial regimens, with subcutaneous GnRH-a (SCGnRH-a) on a vaginal progesterone base and oral oestrogen (OE) appeared to overall improve clinical pregnancy events; VP + OE + SCGnRH-a [OR 1.57 (95% CrI 1.11 to 2.22)], VP + SCGnRH-a [OR 1.28 (95% CrI 1.05 to 1.55)] as well as live pregnancy events, VP + OE + SCGnRH-a [OR 8.81 (95% CrI 2.35 to 39.1)], VP + SCGnRH-a [OR 1.76 (95% CrI 1.45 to 2.15)]. Equally, the progesterone free LPS, intramuscular human chorionic gonadotrophin, [OR 9.67 (95% CrI 2.34, 73.2)] was also found to increase live birth events, however was also associated with an increased probability of ovarian hyperstimulation, [OR 1.64 (95% CrI 0.75, 3.71)]. The combination of intramuscular and vaginal progesterone was associated with higher multiple pregnancy events, [OR 7.09 (95% CrI 2.49, 31.)]. Of all LPS protocols, VP + SC GnRH-a was found to significantly reduce miscarriage events, OR 0.54 (95% CrI 0.37 to 0.80). Subgroup analysis according to ovarian stimulation (OS) protocol revealed that the optimal LPS across both long and short OS, taking into account increase in live birth and reduction in miscarriage as well as OHSS events, was VP + SCGnRH-a, with an OR 2.89 [95% CrI 1.08, 2.96] and OR 2.84 [95% CrI 1.35, 6.26] respectively. Overall, NMA data suggest that combinatorial treatments, with the addition of SCGnRH-a on a VP base result in improved clinical pregnancy and live birth events in both GnRH-agonist and antagonist ovarian stimulation protocols.
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Affiliation(s)
- Stavroula L Kastora
- UCL EGA Institute for Women's Health, University College London, Medical School Building, Room G15, 86-96 Chenies Mews, 74 Huntley Street, London, WC1E 6HX, UK.
- Department of Obstetrics and Gynaecology, Barnet Hospital, Royal Free London NHS Foundation Trust, London, UK.
| | - Grigoria Gkova
- Department of Obstetrics and Gynaecology, Barnet Hospital, Royal Free London NHS Foundation Trust, London, UK
| | - Konstantinos Stavridis
- 2nd Department of Obstetrics and Gynaecology, "Aretaieion" University Hospital, Athens, Greece
| | - Neerujah Balachandren
- UCL EGA Institute for Women's Health, University College London, Medical School Building, Room G15, 86-96 Chenies Mews, 74 Huntley Street, London, WC1E 6HX, UK
| | - Athanasios Kastoras
- Reproductive Medicine Unit, "Leto" Maternity Hospital, Mouson Str. 7-13, 11524, Athens, Greece
| | - Andreas Karakatsanis
- Department of Surgical Sciences, Faculty of Medicine, Uppsala University, Uppsala, Sweden
- Section for Breast Surgery, Department of Surgery, Uppsala University Hospital (Akademiska), Uppsala, Sweden
| | - Dimitrios Mavrelos
- UCL EGA Institute for Women's Health, University College London, Medical School Building, Room G15, 86-96 Chenies Mews, 74 Huntley Street, London, WC1E 6HX, UK
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Hill CJ, Phelan MM, Dutton PJ, Busuulwa P, Maclean A, Davison AS, Drury JA, Tempest N, Horne AW, Gutiérrez EC, Hapangama DK. Diagnostic utility of clinicodemographic, biochemical and metabolite variables to identify viable pregnancies in a symptomatic cohort during early gestation. Sci Rep 2024; 14:11172. [PMID: 38750192 PMCID: PMC11096363 DOI: 10.1038/s41598-024-61690-3] [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: 03/04/2024] [Accepted: 05/08/2024] [Indexed: 05/18/2024] Open
Abstract
A significant number of pregnancies are lost in the first trimester and 1-2% are ectopic pregnancies (EPs). Early pregnancy loss in general can cause significant morbidity with bleeding or infection, while EPs are the leading cause of maternal mortality in the first trimester. Symptoms of pregnancy loss and EP are very similar (including pain and bleeding); however, these symptoms are also common in live normally sited pregnancies (LNSP). To date, no biomarkers have been identified to differentiate LNSP from pregnancies that will not progress beyond early gestation (non-viable or EPs), defined together as combined adverse outcomes (CAO). In this study, we present a novel machine learning pipeline to create prediction models that identify a composite biomarker to differentiate LNSP from CAO in symptomatic women. This prospective cohort study included 370 participants. A single blood sample was prospectively collected from participants on first emergency presentation prior to final clinical diagnosis of pregnancy outcome: LNSP, miscarriage, pregnancy of unknown location (PUL) or tubal EP (tEP). Miscarriage, PUL and tEP were grouped together into a CAO group. Human chorionic gonadotrophin β (β-hCG) and progesterone concentrations were measured in plasma. Serum samples were subjected to untargeted metabolomic profiling. The cohort was randomly split into train and validation data sets, with the train data set subjected to variable selection. Nine metabolite signals were identified as key discriminators of LNSP versus CAO. Random forest models were constructed using stable metabolite signals alone, or in combination with plasma hormone concentrations and demographic data. When comparing LNSP with CAO, a model with stable metabolite signals only demonstrated a modest predictive accuracy (0.68), which was comparable to a model of β-hCG and progesterone (0.71). The best model for LNSP prediction comprised stable metabolite signals and hormone concentrations (accuracy = 0.79). In conclusion, serum metabolite levels and biochemical markers from a single blood sample possess modest predictive utility in differentiating LNSP from CAO pregnancies upon first presentation, which is improved by variable selection and combination using machine learning. A diagnostic test to confirm LNSP and thus exclude pregnancies affecting maternal morbidity and potentially life-threatening outcomes would be invaluable in emergency situations.
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Affiliation(s)
- Christopher J Hill
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
| | - Marie M Phelan
- High Field NMR Facility, Liverpool Shared Research Facilities, University of Liverpool, Liverpool, L69 7TX, UK
- Department of Biochemistry and Systems Biology, Institute of Systems, Molecular and Integrative Biology, University of Liverpool, Liverpool, L69 7ZB, UK
| | - Philip J Dutton
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
- Liverpool Women's Hospital NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
| | - Paula Busuulwa
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
- Liverpool Women's Hospital NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
| | - Alison Maclean
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
| | - Andrew S Davison
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
- Department of Clinical Biochemistry and Metabolic Medicine, Liverpool Clinical Laboratories, Liverpool University Hospitals NHS Foundation Trust, Liverpool, L7 8SP, UK
| | - Josephine A Drury
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
| | - Nicola Tempest
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
- Liverpool Women's Hospital NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK
| | - Andrew W Horne
- Centre for Reproductive Health, Institute for Regeneration and Repair, University of Edinburgh, Edinburgh, EH16 4UU, UK
| | - Eva Caamaño Gutiérrez
- High Field NMR Facility, Liverpool Shared Research Facilities, University of Liverpool, Liverpool, L69 7TX, UK
- Computational Biology Facility, Liverpool Shared Research Facilities, University of Liverpool, Liverpool, L69 7ZB, UK
| | - Dharani K Hapangama
- Department of Women's and Children's Health, Centre for Women's Health Research, Institute of Life Course and Medical Sciences, University of Liverpool, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK.
- Liverpool Women's Hospital NHS Foundation Trust, Member of Liverpool Health Partners, Liverpool, L8 7SS, UK.
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Pei Y, E L, Dai C, Han J, Wang H, Liang H. Combining deep learning and intelligent biometry to extract ultrasound standard planes and assess early gestational weeks. Eur Radiol 2023; 33:9390-9400. [PMID: 37392231 DOI: 10.1007/s00330-023-09808-5] [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: 10/27/2022] [Revised: 03/07/2023] [Accepted: 03/26/2023] [Indexed: 07/03/2023]
Abstract
OBJECTIVES To develop and validate a fully automated AI system to extract standard planes, assess early gestational weeks, and compare the performance of the developed system to sonographers. METHODS In this three-center retrospective study, 214 consecutive pregnant women that underwent transvaginal ultrasounds between January and December 2018 were selected. Their ultrasound videos were automatically split into 38,941 frames using a particular program. First, an optimal deep-learning classifier was selected to extract the standard planes with key anatomical structures from the ultrasound frames. Second, an optimal segmentation model was selected to outline gestational sacs. Third, novel biometry was used to measure, select the largest gestational sac in the same video, and assess gestational weeks automatically. Finally, an independent test set was used to compare the performance of the system with that of sonographers. The outcomes were analyzed using the area under the receiver operating characteristic curve (AUC), sensitivity, specificity, and mean similarity between two samples (mDice). RESULTS The standard planes were extracted with an AUC of 0.975, a sensitivity of 0.961, and a specificity of 0.979. The gestational sacs' contours were segmented with a mDice of 0.974 (error less than 2 pixels). The comparison showed that the relative error of the tool in assessing gestational weeks was 12.44% and 6.92% lower and faster (min, 0.17 vs. 16.6 and 12.63) than that of the intermediate and senior sonographers, respectively. CONCLUSIONS This proposed end-to-end tool allows automatic assessment of gestational weeks in early pregnancy and may reduce manual analysis time and measurement errors. CLINICAL RELEVANCE STATEMENT The fully automated tool achieved high accuracy showing its potential to optimize the increasingly scarce resources of sonographers. Explainable predictions can assist in their confidence in assessing gestational weeks and provide a reliable basis for managing early pregnancy cases. KEY POINTS • The end-to-end pipeline enabled automatic identification of the standard plane containing the gestational sac in an ultrasound video, as well as segmentation of the sac contour, automatic multi-angle measurements, and the selection of the sac with the largest mean internal diameter to calculate the early gestational week. • This fully automated tool combining deep learning and intelligent biometry may assist the sonographer in assessing the early gestational week, increasing accuracy and reducing the analyzing time, thereby reducing observer dependence.
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Affiliation(s)
- Yuanyuan Pei
- Clinical Data Center, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, China
| | - Longjiang E
- Clinical Data Center, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, China
| | - Changping Dai
- Department of Ultrasonography, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, China
| | - Jin Han
- Prenatal Diagnosis Center of Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, China
| | - Haiyu Wang
- Department of Ultrasonography, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, China.
| | - Huiying Liang
- Clinical Data Center, Guangdong Provincial Clinical Research Center for Child Health, Guangzhou Women and Children's Medical Center, Guangzhou Medical University, Guangzhou, 510623, China.
- Medical Big Data Research Center, Guangdong Provincial People's Hospital/Guangdong Academy of Medical Sciences, Guangzhou, 510080, China.
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Medenica S, Spoltore ME, Ormazabal P, Marina LV, Sojat AS, Faggiano A, Gnessi L, Mazzilli R, Watanabe M. Female infertility in the era of obesity: The clash of two pandemics or inevitable consequence? Clin Endocrinol (Oxf) 2023; 98:141-152. [PMID: 35644933 PMCID: PMC10084349 DOI: 10.1111/cen.14785] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 05/07/2022] [Accepted: 05/25/2022] [Indexed: 01/04/2023]
Abstract
Obesity is an epidemic that has led to a rise in the incidence of many comorbidities: among others, reduced fertility is often under-evaluated in clinical practice. The mechanisms underlying the link between reduced fertility and obesity are numerous, with insulin resistance, hyperglycaemia and the frequent coexistence of polycystic ovary syndrome being the most acknowledged. However, several other factors concur, such as gut microbiome alterations, low-grade chronic inflammation and oxidative stress. Not only do women with obesity take longer to conceive, but in vitro fertilization (IVF) is also less likely to succeed. We herein provide an updated state-of-the-art regarding the molecular bases of what we could define as dysmetabolic infertility, focusing on the clinical aspects, as well as possible treatment.
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Affiliation(s)
- Sanja Medenica
- Department of Internal Medicine, Endocrinology Section, Clinical Center of Montenegro, Faculty of Medicine, University of Montenegro, Podgorica, Montenegro
| | - Maria Elena Spoltore
- Department of Experimental Medicine, Section of Medical Pathophysiology, Food Science and Endocrinology, Sapienza University of Rome, Rome, Italy
| | - Paulina Ormazabal
- Institute of Health Sciences, Universidad de O'Higgins, Rancagua, Chile
- Laboratory of Obesity and Metabolism in Geriatrics and Adults (OMEGA), Institute of Nutrition and Food Technology (INTA), Universidad de Chile, Macul, Santiago, Chile
| | - Ljiljana V Marina
- Department for Obesity, Metabolic and Reproductive Disorders, Clinic for Endocrinology, Diabetes and Metabolic Diseases, University Clinical Centre of Serbia, Faculty of Medicine, University of Belgrade, Belgrade, Serbia
| | - Antoan Stefan Sojat
- Department for Obesity, Metabolic and Reproductive Disorders, Clinic for Endocrinology, Diabetes and Metabolic Diseases, University Clinical Centre of Serbia, Belgrade, Serbia
| | - Antongiulio Faggiano
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, AOU Sant'Andrea, Rome, Italy
| | - Lucio Gnessi
- Department of Experimental Medicine, Section of Medical Pathophysiology, Food Science and Endocrinology, Sapienza University of Rome, Rome, Italy
| | - Rossella Mazzilli
- Department of Clinical and Molecular Medicine, Sapienza University of Rome, AOU Sant'Andrea, Rome, Italy
| | - Mikiko Watanabe
- Department of Experimental Medicine, Section of Medical Pathophysiology, Food Science and Endocrinology, Sapienza University of Rome, Rome, Italy
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Bidner A, Bezak E, Parange N. Evaluation of antenatal point-of-care ultrasound training workshops for rural/remote healthcare clinicians: a prospective single cohort study. BMC MEDICAL EDUCATION 2022; 22:906. [PMID: 36585662 PMCID: PMC9805197 DOI: 10.1186/s12909-022-03888-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/05/2021] [Accepted: 11/10/2022] [Indexed: 05/25/2023]
Abstract
BACKGROUND There is limited access to life-saving antenatal ultrasound in low-resource rural and remote settings worldwide, including Australia, mainly due to shortages in skilled staff. Point-of-care ultrasound (PoCUS) offers a viable solution to this service deficit, however, rural clinicians face many barriers accessing training and professional development critical to advancing their clinical practice. Standards for PoCUS training and competency assessment are unclear. Regulation is lacking globally, allowing untrained and inexperienced clinicians to practice PoCUS clinically. METHODS This prospective single cohort study aimed to evaluate antenatal PoCUS training workshops for General Practitioners (GPs) and Midwives/Nurses (M/Ns) from rural/remote Australia, assessing the impact of the training on trainees' knowledge, confidence and translation of PoCUS into clinical practice. Two-day antenatal ultrasound workshops were delivered at the University of South Australia (UniSA) in 2018 and 2019 to 41 rural/remote clinicians . The training was designed and evaluated using the New world Kirkpatrick Evaluation Framework. Sixteen GPs and 25 M/Ns with mixed prior ultrasound experience were funded to attend. The course consisted of lectures interspaced with hands-on training sessions using high-fidelity simulators and live pregnant models. Pre- and post-knowledge assessments were performed. Post-workshop evaluation and follow-up surveys (3- and 6-month post-training) assessed the workshops and changes to trainees' clinical practice. A 2-day follow-up training session was conducted 12 months after the workshops for 9 trainees. RESULTS Pre/post knowledge testing demonstrated a 22% mean score improvement (95% CI 17.1 to 27.8, P < 0.0001). At 6 months, 62% of trainees were performing PoCUS that had assisted in patient management and clinical diagnosis, and 46% reported earlier diagnosis and changes to patient management. 74% of trainees had increased scanning frequency and 93% reported improved scanning confidence. CONCLUSION This study demonstrated intensive 2-day workshops can equip clinicians with valuable antenatal PoCUS skills, offering a viable solution to assist in the assessment and management of pregnant women in the rural/resource-poor setting where access to ultrasound services is limited or non-existent. Geographical isolation and lack of onsite specialist supervision poses an ongoing challenge to the continuing professional development of remote trainees and the implementation of PoCUS.
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Affiliation(s)
- Amber Bidner
- Allied Health and Human Performance, The University of South Australia, Corner of North Terrace and Frome Road, GPO Box 2471, Adelaide, SA 5001 Australia
| | - Eva Bezak
- Allied Health and Human Performance, The University of South Australia, Corner of North Terrace and Frome Road, GPO Box 2471, Adelaide, SA 5001 Australia
- Department of Physics, The University of Adelaide, North Terrace, Adelaide, SA 5001 Australia
| | - Nayana Parange
- Allied Health and Human Performance, The University of South Australia, Corner of North Terrace and Frome Road, GPO Box 2471, Adelaide, SA 5001 Australia
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Bidner A, Bezak E, Parange N. Evaluation of antenatal Point-of-Care Ultrasound (PoCUS) training: a systematic review. MEDICAL EDUCATION ONLINE 2022; 27:2041366. [PMID: 35382705 PMCID: PMC8986272 DOI: 10.1080/10872981.2022.2041366] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
INTRODUCTION There is limited access to life-saving antenatal ultrasound in rural and low-resource settings largely due to shortages in skilled staff. Studies have shown healthcare practitioners can be upskilled in PoCUS through focused training, offering a viable solution to this deficit. However, standards for training and competency assessment are unclear and regulation surrounding practice is lacking. We aimed to review published literature examining antenatal PoCUS training programs, comparing teaching approaches and study methodologies. METHODS A search of electronic databases EMBASE, MEDLINE and Google Scholar was conducted. Original research articles evaluating antenatal PoCUS training of healthcare professionals worldwide were identified for analysis. Articles with limited detail on the PoCUS training intervention and those describing comprehensive diagnostic training programs were excluded. Evaluations were compared against the Kirkpatrick Evaluation Framework (KEF). RESULTS Twenty-seven studies were included from an initial search result of 484 articles. There was considerable heterogeneity between the PoCUS training programs described. Course duration ranged from 3 hours to 2 years, with 11 of the 27 studies delivering obstetric-exclusive content. 44% trained multidisciplinary groups of health professionals. Long-term follow-up training and skills assessments were lacking in over half of the reviewed studies. Study quality and reporting detail varied, but overall beneficial outcomes were reported with 3/4s of the studies reaching upper KEF levels 3 and 4. CONCLUSION PoCUS performed by upskilled healthcare professionals offers an attractive solution to the problem of inequitable access to antenatal ultrasound. A review of available literature highlighted a paucity of comparable high-quality studies needed to establish a stronger evidence base for antenatal PoCUS, and a need to standardise training and competency assessment. This review may inform educators, researchers and policy-makers on existing training formats and methodologies to assist in establishing best practice antenatal PoCUS training methods for safe service delivery by remote healthcare professionals.
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Affiliation(s)
- Amber Bidner
- Department of Allied Health and Human Performance, The University of South Australia, Adelaide, South Australia, Australia
- CONTACT Amber Bidner Department of Allied Health and Human Performance, The University of South Australia, Adelaide, South Australia, Australia
| | - Eva Bezak
- Department of Allied Health and Human Performance, The University of South Australia, Adelaide, South Australia, Australia
- Department of Physics, The University of Adelaide, Adelaide, South Australia, Australia
| | - Nayana Parange
- Department of Allied Health and Human Performance, The University of South Australia, Adelaide, South Australia, Australia
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