Literature DB >> 31914010

Comparison between abdominal ultrasound and nuclear magnetic resonance imaging detection of placenta accreta in the second and third trimester of pregnancy.

Hui Xia1, Shu-Cheng Ke2, Rong-Rong Qian1, Ji-Guang Lin1, Yang Li3, Xia Zhang3.   

Abstract

This study is to determine accuracy of abdominal ultrasound and nuclear magnetic resonance imaging (MRI) for placenta accreta in the second and third trimester of pregnancy and to define the most relevant features of abdominal ultrasound and MRI for placenta accreta prediction.Between September 2012 and September 2018, 245 high risk of placenta accreta in the second trimester of pregnancy were prenatal diagnosed by abdominal ultrasound and MRI and they were followed up until the end of pregnancy.Forty-six patients at the second trimester of pregnancy and 40 patients at the third trimester of pregnancy were confirmed as placenta accreta. For the second and third trimester of pregnancy, the sensitivity (Se), specificity (Sp), positive and negative predictive value (PPV and NPV) of abdominal ultrasound were 95.65% versus 97.50%, 91.78% versus 90.70%, 88% versus 83%, and 97% versus 99%, respectively, while the Se, Sp, PPV, and NPV of MRI were 89.13% versus 92.50%, 87.67% versus 8721%, 82% versus 77%, and 93% versus 96%, respectively. Five features having significant statistical differences between normal placentation women and placenta accreta patients in second or third trimester of pregnancy, including loss of the normal retroplacental clear space, thinning or disappearance of the myometrium, increased vascularization at the uterine serosa-bladder wall interface, and vascularization perpendicular to the uterine wall on abdominal ultrasound, and uterine bulging and dark intraplacental bands on MRI.Abdominal ultrasound and MRI for placenta accreta in the second and third trimester of pregnancy could provide meaningful imaging evidences.

Entities:  

Mesh:

Year:  2020        PMID: 31914010      PMCID: PMC6959867          DOI: 10.1097/MD.0000000000017908

Source DB:  PubMed          Journal:  Medicine (Baltimore)        ISSN: 0025-7974            Impact factor:   1.817


Introduction

Placenta accreta is an abnormal placental implantation, which is due to the reduction or disappearance of the decidua between the placenta and the uterine wall, the direct contact between the placenta and the uterine myometrium, or the invasion or penetration of placental villi into the uterine myometrium.[ Some studies pointed out that placenta previa, cesarean section, old age, multiple births, abortion, and uterine operation are higher-risk factors for placenta accrete.[ The incidence of placenta accretais 0.04% to 0.4%.[ Placenta accreta not only increases the difficulty of delivery, but also tends to cause uncontrollable uterine bleeding, which leads to hysterectomy and even endangers the lives of pregnant women and fetuses.[ Therefore, it is very necessary to accurately diagnose placenta accreta before delivery, which can guide the clinical selection of the best treatment scheme and avoid the risk of multiple complications including postpartum hemorrhage, hysterorrhexis, hysterectomy, and so on. At present, the diagnosis of placenta accreta is still lack of obvious clinical manifestations and characteristic experimental testing, which enhance the difficult to accurately diagnose placenta accreta before delivery.[ Pathological examination is considered as the “gold standard” for the diagnosis of placenta accrete.[ However, most cases having mild placenta accreta cannot be obtained pathological examination because of conservative treatment.[ Molecular biology, a non-invasive examination, is not widely used in clinic because of its lack of specificity, including detection of maternal creatine kinase, free fetal DNA detection, and human chorionic gonadotropin mRNA detection etc.[ Imaging examination is the most commonly method to diagnose placenta accreta, including MRI and ultrasound examination. The soft tissue resolution and the imaging range of MRI is high, which is propitious to detect the location of placenta attachment, the scope and extent of placental invasion, and the involvement of adjacent tissues.[ Studies pointed out that MRI has a good correlation with the prognosis of operation, which can guide the selection of obstetric surgical scheme.[ Ultrasound is the most commonly method for diagnosis of placenta accreta because of its low cost, non-invasive, simple, and reproducible, which can well reflect the changes of blood flow.[ However, due to the different experimental design and evaluation methods, the accuracy of prenatal diagnosis of placenta accreta by ultrasound and MRI reported in different literatures is quite different. Furthermore, overdiagnosis and underdiagnosis still occur ultrasound or MRI are used alone for diagnosis.[ Therefore, to understand the value of ultrasound and MRI in placenta accreta diagnosis, we investigated the accuracy of abdominal ultrasound and MRI in different trimester of pregnancy and define the most relevant features of abdominal ultrasound and MRI for placenta accreta prediction.

Materials and methods

Patients and clinical samples

A retrospectively study that medical records of pregnant women from our obstetric and radiologic databases between September, 2012 and September, 2018 was conducted. Two hundred forty five pregnant women with suspected placenta accreta were evaluated for the possibility of placenta accreta using abdominal ultrasound and MRI, 86 placenta accreta patients were ultimately determined by clinical and pathologic diagnosis. Placenta accreta was confirmed by pathologic findings and by clinical criteria at the time of delivery. The normal placenta was defined that it was easily removed during cesarean delivery without bleeding complications. Abnormal adherent placenta was diagnosed based on the final histology after hysterectomy and clinical information provided at the time of delivery and surgery. The placenta percreta was determined that the placenta had reached the uterine serosa or the adjacent organs. The placenta was considered as accreta when the delivery. Clinical information included gestational age at the time of diagnosis, parity, previous uterine surgery, pathologic diagnosis, and clinical findings at the time of surgery. Cesarean hysterectomy was recommended as the primary treatment for most women thought to have placenta accreta. The suspected depth of myometrial involvement did not affect counseling or clinical management, and for the purposes of this report, the diagnosis of placenta accreta refers to placenta increta and percreta as well as accreta. This study received approve of the institutional review board of RuiAn People's Hospital.

Abdominal ultrasound and MRI

Abdominal ultrasound and MRI were performed by obstetricians or radiologists experienced in abnormal adherent placenta. Ultrasounds were performed using the equipment including the IU 22 system (Philips Medical Systems, Bothell, WA) and the GE Voluson 730 or E8 (GE Medical Systems, Zipf, Austria) with 4 to 9 MHz or 5 to 9 MHz transabdominal transducers, and 3 to 9 MHz and 4 to 8 MHz endovaginal transducers. MRI was performed with a 1.5 Tesla scanner General Electric (GE Healthcare, Waukesha, WI). The MRI protocols were similar in both hospitals and included T1-weighted sequences and T2-weighted MR sequences. Seven MRI scans were done after intravenous injection of gadolinium, 6 were MR diffusion-weighted imaging. Abdominal ultrasound images and MRI were blindly estimated by 3 experienced obstetricians and radiologists with >10 years of evaluation experience of placentation disorders, respectively.

Statistical analysis

SPSS software (version 22.0; IBM, SPSS, Chicago, USA) was used for all statistical analyses in this study. The specificity (Sp), sensitivity (Se), negative predictive value (NPV), and positive predictive value (PPV) were calculated and were compared by means of the McNemar test. A P-values <.05 was considered statistically significant.

Results

Clinicopathological characteristics of patients with placenta accreta

In this study, 245 pregnant women including 119 patients in the second trimester of pregnancy and 126 patients in the third trimester of pregnancy were found to have a diagnosis of suspected placenta accrete, which had placenta previa, previous myomectomy, or low-lying placenta with previous cesarean delivery. Eighty six patients ultimately had clinical and pathologic confirmation of placenta accreta. There were 51 pregnant women with placenta accreta/increta, 35 pregnant women with placenta percreta, and 159 pregnant women with non-adherent placenta. The clinical characteristics and pathological data of these placenta accrete patients were showed in Fig. 1 and described in Table 1. Fourty six placenta accreta patients at the second trimester of pregnancy was confirmed, while 40 placenta accreta patients at the third trimester of pregnancy was confirmed. For pregnant women in the second trimester of pregnancy, 10 had a vaginal delivery and 109 patients had a cesarean delivery. For pregnant women in the third trimester of pregnancy, 26 had a cesarean hysterectomy and 13 had a vaginal delivery.
Figure 1

The clinical characteristics of placenta accrete patients in second and third pregnancy by abdominal ultrasound and MRI. MRI = nuclear magnetic resonance imaging.

Table 1

The pathological data of these placenta accreta patients.

The clinical characteristics of placenta accrete patients in second and third pregnancy by abdominal ultrasound and MRI. MRI = nuclear magnetic resonance imaging. The pathological data of these placenta accreta patients.

The accuracy of abdominal ultrasound and MRI in diagnosing placenta accreta

To determine the accuracy of abdominal ultrasound and MRI for placenta accreta, the pregnant women in the second and third trimester of pregnancy were examined by abdominal ultrasound and MRI. For pregnant women in the second trimester of pregnancy, 44 of 46 pregnant women were diagnosed as placenta accreta using abdominal ultrasound, while 6 of 73 pregnant women were finally ascertained to have a normal placenta which ultrasound wrongfully diagnosed adherent placenta. For 2 pregnant women, abdominal ultrasound could not be interpreted because of fetal movements. Therefore, these pregnant women were considered as wrongly interpreted negative for the reason that there was a failure to identify placenta accreta and the exam was not useful for the clinical management of the patient. The diagnostic sensitivity and diagnostic specificity of abdominal ultrasound were 95.65% and 91.78% for placenta accreta of pregnant women at second trimester, respectively. Furthermore, 41 of 46 pregnant women were diagnosed as placenta accreta using MRI, while 9 of 73 pregnant women were wrongfully diagnosed non-adherent placenta as placenta accreta. The diagnostic sensitivity and diagnostic specificity of abdominal ultrasound were 89.13% and 87.67% for placenta accreta of pregnant women at second trimester, respectively (Tables 2 and 3). Subsequently, we further evaluated the accuracy of abdominal ultrasound and MRI for placenta accreta of pregnant women in the third trimester of pregnancy. As shown in Tables 2 and 3, we found that abdominal ultrasound successfully diagnosed 39 of 40 pregnant women as placenta accreta, while 8 of 86 pregnant women were finally ascertained to have a normal placenta which ultrasound wrongfully diagnosed adherent placenta. Furthermore, 37 of 40 pregnant women were diagnosed as placenta accreta using MRI, while 11 of 86 pregnant women were wrongfully diagnosed non-adherent placenta as placenta accreta. The diagnostic sensitivity of abdominal ultrasound and MRI was 97.50% and 92.50% for placenta accreta of pregnant women at second trimester, respectively. The diagnostic specificity of abdominal ultrasound and MRI was 90.70% and 87.21% for placenta accreta of pregnant women at second trimester, respectively.
Table 2

Concordance and discordance between ultrasound and MRI.

Table 3

Sensitivity and specificity of ultrasound and MRI.

Concordance and discordance between ultrasound and MRI. Sensitivity and specificity of ultrasound and MRI.

The concordance between abdominal ultrasound and MRI

Subsequently, we further assessed the concordance between abdominal ultrasound and MRI for placenta accreta diagnosis. For pregnant women in the second trimester of pregnancy, the data in Table 2 showed that abdominal ultrasound and MRI were concordant 90/119 patients (75.63%). We further found that 28 patients were correctly diagnosed as placenta accreta/increta and 7 patients were correctly diagnosed as placenta percreta using abdominal ultrasound and MRI. Meanwhile, 5 pregnant women were false-positive diagnoses. For discordance, we found that there was 29 pregnant women between abdominal ultrasound and MRI. Two false-negative results given by abdominal ultrasound were correctly diagnosed by MRI. Conversely, in 3 cases MRI correctly invalidated a diagnosis of placenta accreta suggested by abdominal ultrasound. The concordance between abdominal ultrasound and MRI was further evaluated for pregnant women in the third trimester of pregnancy. As showed in Table 2, we found that abdominal ultrasound and MRI were concordant 111/126 patients (88.10%). We further found that 27 patients were correctly diagnosed as placenta accreta/increta and 6 patients were correctly diagnosed as placenta percreta using abdominal ultrasound and MRI. Meanwhile, 1 pregnant woman was false-positive diagnoses detected by abdominal ultrasound and MRI. For discordance, we found that there were 15 pregnant women between abdominal ultrasound and MRI. Two false-negative results given by abdominal ultrasound were correctly diagnosed by MRI. Conversely, 2 cases MRI correctly invalidated a diagnosis of placenta accreta suggested by abdominal ultrasound.

Features of abdominal ultrasound and MRI

To define the most relevant features of abdominal ultrasound and MRI for predict placenta accreta, abdominal ultrasound and MRI images were estimated by 3 experienced radiologists with >10 years of evaluation experience of placentation disorders, respectively. Relative to the apparent morphology of normal placenta, we found 5 features having significant statistical differences between normal placentation women and placenta accreta patients in second or third trimester of pregnancy. These features included loss of the normal retroplacental clear space, thinning or disappearance of the myometrium, increased vascularization at the uterine serosa-bladder wall interface, and vascularization perpendicular to the uterine wall on abdominal ultrasound, and uterine bulging and dark intraplacental bands on MRI. Furthermore, we assessed the specificity and sensitivity of these features. For second trimester of pregnancy, these data in Tables 4 and 5 demonstrated that loss of the normal retroplacental clear space had best sensitivity (58.70%) for diagnosis of placenta accreta, which had a specificity of 25%, while loss of the normal retroplacental clear space had best specificity (34.25%) for diagnosis of placental invasion. Moreover, increased vascularization at the uterine serosa-bladder wall interface had the poorest positive predictive value (16.67%). Intriguingly and importantly, 6 MRI scans were performed by intravenous injection of gadolinium, and MR diffusion-weighted imaging of 5 pregnant women was executed except conventional sequences. There were no significant statistical differences between intravenous injection of gadolinium and MR diffusion-weighted imaging for the diagnosis of placenta accreta. For third trimester of pregnancy, the sensitivity and the specificity of abdominal ultrasound and MRI features summarized in Tables 4 and 5 revealed that loss of the normal retroplacental clear space with a specificity of 32.56% had best sensitivity (62.5%) for placenta accreta diagnosis, while increased vascularization at the uterine serosa-bladder wall interface had the poorest sensitivity (91%) and a low specificity (9.30%). Moreover, features which had best positive predictive value for placenta accreta diagnosis were loss of the normal retroplacental clear space. We found that there were also no significant statistical differences between intravenous injection of gadolinium and MR diffusion-weighted imaging for the diagnosis of placenta accreta.
Table 4

Sensitivity and predictive values of abdominal ultrasound features.

Table 5

Sensitivity and predictive values of MRI features.

Sensitivity and predictive values of abdominal ultrasound features. Sensitivity and predictive values of MRI features.

Discussion

Placenta accreta, a rare and serious complication in obstetrics, can cause severe postpartum hemorrhage and is difficult to control, which increase the risk of hysterectomy and endanger maternal and infant life.[ Therefore, improving the diagnostic level of placenta accreta before delivery can guide clinical treatment, determine the mode of delivery, and decrease the morbidity and mortality of perinatal mothers and infants as much as possible. At present, there is no, however, unified standard for the diagnosis of placenta accreta. Pathological examination can not only make a definite diagnosis, but also determine the type of placenta implantation. However, only a few patients with placenta accreta undergo hysterectomy.[ With the gradual spread of conservative treatment, more applicable clinical diagnostic criteria for prenatal diagnosis of placenta accreta are needed. In this study, we evaluate the accuracy of abdominal ultrasound and MRI for placenta accreta in the second and third trimester of pregnancy by prospective assessment and to define the most relevant features of abdominal ultrasound and MRI for placenta accreta prediction. In this study, 46 patients at the second trimester of pregnancy and 40 patients at the third trimester of pregnancy was confirmed as placenta accreta. For the second and third trimester of pregnancy, abdominal ultrasound and MRI were provided with high sensitivity, high specificity, high positive and negative predictive values in diagnosing placenta accrete. More interesting, 5 features were proved to have significant statistical differences between normal placentation women and placenta accreta patients in second or third trimester of pregnancy, including loss of the normal retroplacental clear space, thinning or disappearance of the myometrium, increased vascularization at the uterine serosa-bladder wall interface, and vascularization perpendicular to the uterine wall on abdominal ultrasound, and uterine bulging and dark intraplacental bands on MRI. Taken together, we provide convincing evidence that abdominal ultrasound and MRI could provide meaningful imaging evidences for placenta accreta in the second and third trimester of pregnancy. Many scholars have pointed out that ultrasound diagnosis of placenta accreta has a higher accuracy, and suggested that pregnant women with high risk of placenta accrete at about 20 weeks should be screened by ultrasound.[ Data in our study showed that the sensitivity, specificity, positive and negative predictive value of abdominal ultrasound were 95.65%, 91.78%, 88%, and 97% for the second trimester of pregnancy, respectively. At the 15 to 20 week of pregnancy, the more blood vessels in the placenta of pregnant women are conducive to abdominal ultrasound diagnosis, which increased the sensitivity of abdominal ultrasound. However, the abdominal ultrasound in this study has misdiagnosis, which may be due to the influence of the degree of bladder filling, abdominal fat and placenta location, and other factors.[ Furthermore, for the third trimester of pregnancy, the sensitivity and negative predictive value of abdominal ultrasound significantly enhanced relative to the second trimester. It may be the reason that blood vessels in the placenta of pregnant women at the third trimester was much more density.[ MRI is an important imaging tools, which is as complementary means of ultrasound for diagnosis of multiple diseases.[ Subsequently, we explore the value of MRI in placenta accreta diagnosis in the second and third trimester of pregnancy. MRI showed higher Se, Sp, PPV, and NPV for placenta accreta diagnosis in the second and third trimester of pregnancy. Significantly, MRI can make up for escape diagnosis and misdiagnosis of abdominal ultrasound. When the placenta is located in the posterior wall of the uterus, MRI could find more signs that cannot be detected by ultrasound, which is more conducive to placenta accreta diagnosis. Ultrasound and MRI could find more signs supporting the diagnosis of placental implantation, which is undoubtedly a way to improve the accuracy of diagnosis. Ultrasound has been widely used in prenatal fetal malformation screening and diagnosis of placental appendages because of its simplicity, economy, and safety.[ However, MRI cannot be used as a routine screening method because of its high cost.[ Therefore, abdominal ultrasound can be performed in those with high risk factors of placenta accreta, and MRI can be performed to optimize the diagnostic rate if the placenta is located in the posterior wall of the uterus and the depth of placenta accreta cannot be determined. Currently, the precise diagnostic criteria of placenta accreta are still uncertain and generally depend on the experience of imaging doctors.[ Therefore, the study of placenta accreta imaging has attracted much attention. In this study, 5 features were proved to have significant statistical differences between normal placentation women and placenta accreta patients in second or third trimester of pregnancy, including loss of the normal retroplacental clear space, thinning or disappearance of the myometrium, increased vascularization at the uterine serosa-bladder wall interface, and vascularization perpendicular to the uterine wall on abdominal ultrasound, and uterine bulging and dark intraplacental bands on MRI. More importantly, in order to reduce the selective bias of the experimental samples, both abdominal ultrasound and MRI examiners were used as the subjects of this study. While, to avoid the subjective wishes of the experimenters and influence the results of the experiment, both ultrasound doctors and MRI doctors were evaluated blindly. The features of abdominal ultrasound and MRI are convenient for image doctors to distinguish placenta accreta, which improve the accuracy of placenta accreta diagnosis and guide patients to individualized treatment. In conclusion, our study had the strengths that abdominal ultrasound and MRI have acceptable accuracy for placenta accreta in the second and third trimester of pregnancy. More interesting, 5 features, the most relevant features of abdominal ultrasound and MRI, are identified to define placenta accreta patients in second or third trimester of pregnancy. These can guide patients to individualized treatment, which is beneficial to improve their survival rate and their prognosis.

Author contributions

Conceptualization: Xia Zhang. Data curation: Shu-Cheng Ke. Formal analysis: Shu-Cheng Ke, Xia Zhang. Investigation: Hui Xia, Rong-Rong Qian, Ji-Guang Lin. Methodology: Hui Xia, Rong-Rong Qian. Supervision: Yang Li. Writing – original draft: Hui Xia. Writing – review & editing: Shu-Cheng Ke, Ji-Guang Lin, Yang Li.
  24 in total

1.  Analysis of regional MRI volumes and thicknesses as predictors of conversion from mild cognitive impairment to Alzheimer's disease.

Authors:  Yawu Liu; Teemu Paajanen; Yi Zhang; Eric Westman; Lars-Olof Wahlund; Andrew Simmons; Catherine Tunnard; Tomasz Sobow; Patrizia Mecocci; Magda Tsolaki; Bruno Vellas; Sebastian Muehlboeck; Alan Evans; Christian Spenger; Simon Lovestone; Hilkka Soininen
Journal:  Neurobiol Aging       Date:  2010-05-05       Impact factor: 4.673

2.  The depletion of MARVELD1 leads to murine placenta accreta via integrin β4-dependent trophoblast cell invasion.

Authors:  Yue Chen; Hui Zhang; Fang Han; Lei Yue; Chunxiao Qiao; Yao Zhang; Peng Dou; Weizhe Liu; Yu Li
Journal:  J Cell Physiol       Date:  2017-08-17       Impact factor: 6.384

3.  Relationship Between Prebiopsy Multiparametric Magnetic Resonance Imaging (MRI), Biopsy Indication, and MRI-ultrasound Fusion-targeted Prostate Biopsy Outcomes.

Authors:  Xiaosong Meng; Andrew B Rosenkrantz; Neil Mendhiratta; Michael Fenstermaker; Richard Huang; James S Wysock; Marc A Bjurlin; Susan Marshall; Fang-Ming Deng; Ming Zhou; Jonathan Melamed; William C Huang; Herbert Lepor; Samir S Taneja
Journal:  Eur Urol       Date:  2015-06-22       Impact factor: 20.096

4.  Cohort study of the incidence of spontaneous preterm birth and septic abortion referred by pathological examination in Gifu prefecture in Japan.

Authors:  Yuichiro Takahashi; Shigenori Iwagaki; Mitsuaki Itoh; Hiromi Nakamura; Kazuo Kuwabara; Yuka Hiraku; Masashi Hori; Ryo Misao; Tatsuro Furui; Kenichiro Morishige
Journal:  Early Hum Dev       Date:  2016-12-26       Impact factor: 2.079

5.  Another look at ultrasound and magnetic resonance imaging for diagnosis of placenta accreta.

Authors:  Nancy E Budorick; Reinaldo Figueroa; Michael Vizcarra; James Shin
Journal:  J Matern Fetal Neonatal Med       Date:  2016-11-24

6.  Decreased placental and maternal serum TRAIL-R2 levels are associated with placenta accreta.

Authors:  Efser Oztas; Sibel Ozler; Ali Ozgur Ersoy; Ebru Ersoy; Ali Turhan Caglar; Dilek Uygur; Aykan Yucel; Merve Ergin; Nuri Danisman
Journal:  Placenta       Date:  2016-01-06       Impact factor: 3.481

7.  Ultrasound-Guided Injection of Platelet-Rich Plasma and Hyaluronic Acid, Separately and in Combination, for Hip Osteoarthritis: A Randomized Controlled Study.

Authors:  Dante Dallari; Cesare Stagni; Nicola Rani; Giacomo Sabbioni; Patrizia Pelotti; Paola Torricelli; Matilde Tschon; Gianluca Giavaresi
Journal:  Am J Sports Med       Date:  2016-01-21       Impact factor: 6.202

Review 8.  Association between hypertensive disorders complicating pregnancy and risk of placenta accreta: a meta-analysis and systematic review.

Authors:  Wen Wang; Dazhi Fan; Jun Wang; Shuzhen Wu; Ying Lu; Yunying He; Zhengping Liu
Journal:  Hypertens Pregnancy       Date:  2018-07-24       Impact factor: 2.108

Review 9.  Best practices in data analysis and sharing in neuroimaging using MRI.

Authors:  Thomas E Nichols; Samir Das; Simon B Eickhoff; Alan C Evans; Tristan Glatard; Michael Hanke; Nikolaus Kriegeskorte; Michael P Milham; Russell A Poldrack; Jean-Baptiste Poline; Erika Proal; Bertrand Thirion; David C Van Essen; Tonya White; B T Thomas Yeo
Journal:  Nat Neurosci       Date:  2017-02-23       Impact factor: 24.884

10.  Re: Diagnostic Accuracy of Multi-parametric MRI and TRUS Biopsy in Prostate Cancer (PROMIS): A Paired Validating Confirmatory Study.

Authors:  Jada Kapoor; Alastair D Lamb; Declan G Murphy
Journal:  Eur Urol       Date:  2017-02-24       Impact factor: 20.096

View more
  1 in total

1.  Performance comparison of ultrasonography and magnetic resonance imaging in their diagnostic accuracy of placenta accreta spectrum disorders: a systematic review and meta-analysis.

Authors:  Shibin Hong; Yiping Le; Ka U Lio; Ting Zhang; Yu Zhang; Ning Zhang
Journal:  Insights Imaging       Date:  2022-03-22
  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.