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Lu Y, Zhou L, Wang X, Li Y, Chen D, Gu Y, Yue Y. Magnetic Resonance Imaging-Based Radiomics Nomogram to Predict Intraoperative Hemorrhage of Placenta Previa. Am J Perinatol 2024; 41:e2174-e2183. [PMID: 37225126 DOI: 10.1055/a-2099-3809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
OBJECTIVE Placenta previa (PP) is associated with intraoperative and postpartum hemorrhage, increased maternal morbidity and mortality. We aimed to develop a magnetic resonance imaging (MRI)-based nomogram to preoperative prediction of intraoperative hemorrhage (IPH) for PP. STUDY DESIGN A total of 125 PP pregnant women were divided into a training set (n = 80) and a validation set (n = 45). An MRI-based model was built for the classification of patients into IPH and non-IPH groups in a training set and a validation set. Multivariate nomograms were built according to radiomics features. Receiver operating characteristic (ROC) curve was used to assess the model. Predictive accuracy of nomogram were assessed by calibration plots and decision curve analysis. RESULTS In multivariate analysis, placenta position, placenta thickness, cervical blood sinus, and placental signals in the cervix were significantly independent predictors for IPH (all ps < 0.05). The MRI-based nomogram showed favorable discrimination between IPH and non-IPH groups. The calibration curve showed good agreement between the estimated and the actual probability of IPH. Decision curve analysis also showed a high clinical benefit across a wide range of probability thresholds. Area under the ROC curve was 0.918 (95% confidence interval [CI]: 0.857-0.979) in the training set and 0.866 (95% CI: 0.748-0.985) in the validation set by the combination of four MRI features. CONCLUSION The MRI-based nomograms might be a useful tool for the preoperative prediction of IPH outcomes for PP. Our study enables obstetricians to perform adequate preoperative evaluation to reduce blood loss and cesarean hysterectomy. KEY POINTS · MRI is an important method for preoperative assessment of the risk of placenta previa.. · MRI-based nomogram can assess the risk of intraoperative bleeding of placenta previa.. · MRI is helpful for more comprehensive evaluation of placenta previa and adequate preoperative preparation..
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Affiliation(s)
- Yanli Lu
- Department of Radiology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, People's Republic of China
| | - Liping Zhou
- Department of Obstetrics and Gynecology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, People's Republic of China
| | - Xiaoyan Wang
- Department of Obstetrics and Gynecology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, People's Republic of China
| | - Yongmei Li
- Department of Obstetrics and Gynecology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, People's Republic of China
| | - Dali Chen
- Department of Obstetrics and Gynecology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, People's Republic of China
| | - Yidong Gu
- Department of Medical Ultrasound, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, People's Republic of China
| | - Yongfei Yue
- Department of Obstetrics and Gynecology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Suzhou, Jiangsu, People's Republic of China
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Tokue H, Ebara M, Yokota T, Yasui H, Tokue A, Tsushima Y. MRI-Based Risk Factors for Adverse Maternal Outcomes in Prophylactic Aortic Balloon Occlusion for Placenta Accreta Spectrum and Placenta Previa. Diagnostics (Basel) 2024; 14:333. [PMID: 38337849 PMCID: PMC10855880 DOI: 10.3390/diagnostics14030333] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 01/18/2024] [Accepted: 02/01/2024] [Indexed: 02/12/2024] Open
Abstract
PURPOSE We previously reported that T2 dark bands and placental bulges observed in magnetic resonance imaging (MRI) can predict adverse maternal outcomes in patients with placenta accreta spectrum (PAS) and placenta previa undergoing prophylactic balloon occlusion of the internal iliac artery. On the other hand, the risk factors associated with the use of prophylactic aortic balloon occlusion (PABO) have not been sufficiently investigated. This retrospective study aimed to identify MRI-based risk factors associated with adverse maternal outcomes in the context of PABO during a cesarean section (CS) for PAS and placenta previa. MATERIALS AND METHODS Ethical approval was obtained for a data analysis of 40 patients diagnosed with PAS and placenta previa undergoing PABO during a CS. Clinical records, MRI features, and procedural details were examined. The inclusion criteria for the massive bleeding group were as follows: an estimated blood loss (EBL) > 2500 mL, packed red blood cell (pRBC) transfusion (>4 units), and the need for a hysterectomy or transcatheter arterial embolization after delivery. The massive and nonmassive bleeding groups were compared. RESULTS Among the 22 patients, those in the massive bleeding group showed significantly longer operative durations, a higher EBL (p < 0.001), an increased number of pRBC transfusions (p < 0.001), and prolonged postoperative hospital stays (p < 0.05). T2 dark bands on MRI were significant predictors of adverse outcomes (p < 0.05). CONCLUSION T2 dark bands on MRI were crucial predictors of adverse maternal outcomes in patients undergoing PABO for PAS or placenta previa during a CS. Recognizing these MRI features proactively indicates the need for effective management strategies during childbirth and emphasizes the importance of further prospective studies to validate and enhance these findings.
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Affiliation(s)
- Hiroyuki Tokue
- Department of Diagnostic and Interventional Radiology, Gunma University Hospital, 3-39-22 Showa-Machi, Maebashi 371-8511, Gunma, Japan
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AlQasem MH, Shaamash AH, Ghamdi DSA, Mahfouz AA, Eskandar MA. Incidence, risk factors, and maternal outcomes of major degree placenta previa: A 10-year retrospective analysis. Saudi Med J 2023; 44:912-920. [PMID: 37717966 PMCID: PMC10505290 DOI: 10.15537/smj.2023.44.9.20230112] [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: 02/14/2023] [Accepted: 07/25/2023] [Indexed: 09/19/2023] Open
Abstract
OBJECTIVES To determine the incidence, risk factors, and maternal outcomes of "major degree" placenta previa (PP)/placenta accreta spectrum (PAS) in Abha Maternity and Children's Hospital, Abha, Saudi Arabia. Secondly, to compare our findings to those of previous studies on PP/PAS in Saudi Arabia. METHODS This is a retrospective study that included 299 patients diagnosed with major degree PP/PAS and admitted to Abha Maternity and Children's Hospital, Abha, Saudi Arabia, within 10 years (January 2012-December 2021). Also, we compared our results to the outcomes of PP/PAS patients in 6 previous Saudi studies. RESULTS The total number of deliveries was 54,341; PP minor and major degrees were diagnosed in 376 (0.69%) patients. Of them, 299 patients had PP major degree (79.5%). The pattern of main risk factors for major PP/PAS included: elder age, high parity, and previous cesarean deliveries. Nearly 30.5% had evidence of PAS on antenatal MRI (n=91). Approximately 68.5% (n=205) of patients were delivered <37 weeks. Of 299 patients, 29 (9.7%)patients had emergency cesarean hysterectomy. The maternal mortality rate was 0.3% (n=1). Generally, in many aspects, our results are comparable to similar Saudi studies on PP/PAS. CONCLUSION Major degree of PP/PAS is associated with high maternal morbidity but rare mortality. Over 30 years, our patients' obstetric characteristics did not change, including both elder age and high parity. A substantial increase in the rate of cesarean deliveries is a leading cause of major PP/PAS.
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Affiliation(s)
- Mehad H. AlQasem
- From the Department of Obstetrics and Gynecology (AlQasem, Shaamash, Al Ghamdi, Eskandar), College of Medicine, King Khalid University and Abha Maternity and Children’s Hospital; and from the Department of Family and Community Medicine (Mahfouz), College of Medicine, King Khalid University, Abha, Kingdom of Saudi Arabia.
| | - Ayman H. Shaamash
- From the Department of Obstetrics and Gynecology (AlQasem, Shaamash, Al Ghamdi, Eskandar), College of Medicine, King Khalid University and Abha Maternity and Children’s Hospital; and from the Department of Family and Community Medicine (Mahfouz), College of Medicine, King Khalid University, Abha, Kingdom of Saudi Arabia.
| | - Deama S. Al Ghamdi
- From the Department of Obstetrics and Gynecology (AlQasem, Shaamash, Al Ghamdi, Eskandar), College of Medicine, King Khalid University and Abha Maternity and Children’s Hospital; and from the Department of Family and Community Medicine (Mahfouz), College of Medicine, King Khalid University, Abha, Kingdom of Saudi Arabia.
| | - Ahmed A. Mahfouz
- From the Department of Obstetrics and Gynecology (AlQasem, Shaamash, Al Ghamdi, Eskandar), College of Medicine, King Khalid University and Abha Maternity and Children’s Hospital; and from the Department of Family and Community Medicine (Mahfouz), College of Medicine, King Khalid University, Abha, Kingdom of Saudi Arabia.
| | - Mamdoh A. Eskandar
- From the Department of Obstetrics and Gynecology (AlQasem, Shaamash, Al Ghamdi, Eskandar), College of Medicine, King Khalid University and Abha Maternity and Children’s Hospital; and from the Department of Family and Community Medicine (Mahfouz), College of Medicine, King Khalid University, Abha, Kingdom of Saudi Arabia.
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Zhang J, Li H, Feng D, Wu J, Wang Z, Feng F. Ultrasound scoring system for prenatal diagnosis of placenta accreta spectrum. BMC Pregnancy Childbirth 2023; 23:569. [PMID: 37550654 PMCID: PMC10405485 DOI: 10.1186/s12884-023-05886-x] [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: 05/06/2023] [Accepted: 07/30/2023] [Indexed: 08/09/2023] Open
Abstract
BACKGROUND To develop an ultrasound scoring system for placenta accreta spectrum (PAS), evaluate its diagnostic value, and provide a practical approach to prenatal diagnosis of PAS. METHODS A total of 532 pregnant women (n = 184 no PAS, n = 120 placenta accreta, n = 189 placenta increta, n = 39 placenta percreta) at high-risk for placenta accreta who delivered in the Third Affiliated Hospital of Zhengzhou University between January 2021 and December 2022 underwent prenatal ultrasound to evaluate placental invasion. An ultrasound scoring system that included placental and cervical morphology and history of cesarean section was created. Each feature was assigned a score of 0 ~ 2, according to severity. Thresholds for the total ultrasound score that discriminated between no PAS, placenta accreta, placenta increta, and placenta percreta were calculated. RESULTS Univariate and multivariate regression analysis identified seven indicators of PAS that were included in the ultrasound scoring system, including placental location, placental thickness, presence/absence of the retroplacental space, thickness of the retroplacental myometrium, presence/absence of placental lacunae, retroplacental myometrial blood flow and history of cesarean section. Using the final ultrasound scoring system, no PAS is diagnosed at a total score < 5, placenta accreta or placenta increta is diagnosed at a total score 5-10, and placenta percreta is diagnosed at a total score ≥ 10. CONCLUSIONS This study identified seven indicators of PAS and included them in an ultrasound scoring system that has good diagnostic efficacy and clinical utility. TRIAL REGISTRATION ChiCTR2300069261 (retrospectively registered on 10/03/2023).
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Affiliation(s)
- Junling Zhang
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Hezhou Li
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
| | - Demin Feng
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Juan Wu
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Zhaoyu Wang
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
| | - Fan Feng
- The Third Affiliated Hospital of Zhengzhou University, Zhengzhou, China
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Shaamash AH, AlQasem MH, Al Ghamdi DS, Mahfouz AA, Eskandar MA. Placenta accreta spectrum in major placenta previa diagnosed only by MRI: incidence, risk factors, and maternal morbidity. Ann Saudi Med 2023; 43:219-217. [PMID: 37554027 DOI: 10.5144/0256-4947.2023.219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 08/10/2023] Open
Abstract
BACKGROUND Antenatal assessment of maternal risk factors and imaging evaluation can help in diagnosis and treatment of placenta accreta spectrum (PAS) in major placenta previa (PP). Recent evidence suggests that magnetic resonance imaging (MRI) could complement ultrasonography (US) in the PAS diagnosis. OBJECTIVES Evaluate the incidence, risk factors, and maternal morbidity related to the MRI diagnosis of PAS in major PP. DESIGN A 10-year retrospective cohort study. SETTING Tertiary care hospital. PATIENTS AND METHODS We report on patients with major PP who had cesarean delivery in Abha Maternity and Children's Hospital (AMCH) over a 10-year period (2012-2021). They were evaluated with ultrasonography (US) and color Doppler for evidence of PAS. Antenatal MRI was ordered either to confirm the diagnosis (if equivocal US) or to assess the depth of invasion/extra-uterine extension (if definitive US). MAIN OUTCOME MEASURES Risk factors for PAS in major PP and maternal complications. SAMPLE SIZE 299 patients RESULTS: Among 299 patients, MRI confirmed the PAS diagnosis in 91/299 (30.5%) patients. The independent risk factors for MRI diagnosis of PAS in major PP included only repeated cesarean sections and advanced maternal age. The commonest maternal morbidity in major PP with PAS was significantly excessive intraoperative bleeding. CONCLUSION MRI may be a valuable adjunct in the evaluation of PAS in major PP; as a complement, but not substitute US. MRI may be suitable in major PP/PAS patients who are older and have repeated cesarean deliveries with equivocal results or deep/extra-uterine extension on US. LIMITATION Single center, small sample size, lack of complete histopathological diagnosis. CONFLICT OF INTEREST None.
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Affiliation(s)
- Ayman Hussien Shaamash
- From the Department of Obstetrics and Gynecology, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Mehad H AlQasem
- From the Department of Obstetrics and Gynecology, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Deama S Al Ghamdi
- From the Department of Obstetrics and Gynecology, College of Medicine, King Khalid University, Abha, Saudi Arabia
| | - Ahmed A Mahfouz
- From the Department of Community and Family Medicine, King Khalid University, Abha, Saudi Arabia
| | - Mamdoh A Eskandar
- From the Department of Obstetrics and Gynecology, College of Medicine, King Khalid University, Abha, Saudi Arabia
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