PGT-A

PGT - A
  • 文章类型: Journal Article
    目的:通过非整倍体(PGT-A)周期的植入前遗传学检测,确定整倍体胚胎移植后生化妊娠丢失(BPL)可能性的影响因素。
    方法:这项研究采用了观察性的,回顾性队列设计,包括2013年2月至2021年9月期间进行的2879个PGT-A周期的6020个胚胎。通过下一代测序(NGS)分析第5天(D5)或第6天(D6)胚泡中的滋养外胚层活检。仅考虑单胚胎移植(SET),总计1161次转账。其中,49.9%的人妊娠试验呈阳性,18.3%的人经历过BPL。为了建立BPL的预测模型,使用了经典的统计方法和五种不同的监督分类机器学习算法。在机器学习模型中,总共纳入了47个因子作为预测变量。
    结果:在每个模型的优化过程中,计算了各种性能指标。随机森林模型成为最好的模型,ROC曲线下面积(AUC)值最高为0.913,准确度为0.830,阳性预测值为0.857,阴性预测值为0.807。对于选定的模型,确定每个变量的SHAP(SHapley加法扩张)值,以确定具有最佳预测能力的变量。值得注意的是,与胚胎活检有关的变量显示出最大的预测能力,其次是与卵巢刺激(COS)相关的因素,产妇年龄,和父亲的年龄。
    结论:随机森林模型对于识别PGT-A周期中的BPL发生具有更高的预测能力。具体来说,与胚胎活检程序相关的变量(活检日,活检胚胎的数量,和活检细胞的数量)和卵巢刺激(回收的卵母细胞的数量和刺激的持续时间),表现出最强的预测能力。
    OBJECTIVE: To determine the factors influencing the likelihood of biochemical pregnancy loss (BPL) after transfer of a euploid embryo from preimplantation genetic testing for aneuploidy (PGT-A) cycles.
    METHODS: The study employed an observational, retrospective cohort design, encompassing 6020 embryos from 2879 PGT-A cycles conducted between February 2013 and September 2021. Trophectoderm biopsies in day 5 (D5) or day 6 (D6) blastocysts were analyzed by next generation sequencing (NGS). Only single embryo transfers (SET) were considered, totaling 1161 transfers. Of these, 49.9% resulted in positive pregnancy tests, with 18.3% experiencing BPL. To establish a predictive model for BPL, both classical statistical methods and five different supervised classification machine learning algorithms were used. A total of forty-seven factors were incorporated as predictor variables in the machine learning models.
    RESULTS: Throughout the optimization process for each model, various performance metrics were computed. Random Forest model emerged as the best model, boasting the highest area under the ROC curve (AUC) value of 0.913, alongside an accuracy of 0.830, positive predictive value of 0.857, and negative predictive value of 0.807. For the selected model, SHAP (SHapley Additive exPlanations) values were determined for each of the variables to establish which had the best predictive ability. Notably, variables pertaining to embryo biopsy demonstrated the greatest predictive capacity, followed by factors associated with ovarian stimulation (COS), maternal age, and paternal age.
    CONCLUSIONS: The Random Forest model had a higher predictive power for identifying BPL occurrences in PGT-A cycles. Specifically, variables associated with the embryo biopsy procedure (biopsy day, number of biopsied embryos, and number of biopsied cells) and ovarian stimulation (number of oocytes retrieved and duration of stimulation), exhibited the strongest predictive power.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:评估产前无细胞DNA筛查染色体非整倍体的阳性预测值(PPV),无论是在IVF/PGT周期中的单个整倍体移植还是单个未测试胚胎移植后,并评估产前cfDNA筛查和PGT-A结果的一致性。
    方法:单中心回顾性队列研究主题:最常见三体(T)的2973例产前cfDNA筛查结果(T13,T18,T21,X,Y)和微缺失(1p36;4p16.3;5p15.2;15q11.2;22q11.2)来自单胎妊娠,分为两组:PGT-A组(n=1204)单个整倍体移植后的妊娠和非PGT-A组(n=1769)单个未测试胚胎移植后的妊娠,2016年至2023年。
    方法:主要结局指标是产前无细胞DNA筛查的准确性。产前无细胞DNA筛查结果阳性和阴性,随后的产前或产后诊断测试用于将每个阳性的产前无细胞DNA筛查结果分类为真阳性或假阳性.次要终点是评估PGT-A和产前无细胞DNA筛查结果的一致性,并评估用于产前无细胞DNA筛查报告的无细胞DNA胎儿分数的差异研究组之间。
    结果:产前无细胞DNA筛查在平均11.3±1.8周孕龄(GA)进行,并在99.9%的患者中获得了结果(取消率0.1%)。PGT-A测试和未测试的妊娠之间的胎儿分数没有差异(9.5%±4%vs10.3%±4%)。13阳性产前无细胞DNA筛查结果(2-T21,2-X0,4-XXX,1-XYY,1-不确定的性别,2-22q11del/dup,PGT-A组收到1-15q11.2)。羊膜穿刺术和胎儿尸检仅证实1例(22q11dup),给予7.7%的异常产前cfDNA筛查的PPV,其余的结果与PGT-A一致。产前无细胞DNA筛查和PGT-A结果之间的性染色体是100%一致的,对于性染色体,PGT-A给予100%PPV,非整倍体给予100%NPV。产前无细胞DNA筛查阳性结果来自未测试胚胎的27例妊娠(1.5%),对21人进行了选择性的随访测试,其中8人确认了产前无细胞DNA筛查结果,给予非PGT-A组38%的PPV。
    结论:这项研究表明,接受IVF/PGT和单整倍体胚胎移植的患者在孕早期可以可靠地进行产前无细胞DNA筛查。PGT-A测试胚胎后的单胎妊娠中的胎儿分数与未测试胚胎的妊娠没有区别。整倍体胚胎移植后异常的产前无细胞DNA筛查结果的PPV低得令人放心(7.7%)。PGT-A可靠地选择与胎儿性别100%一致的非整倍体。
    OBJECTIVE: To evaluate the positive predictive value (PPV) of prenatal cell-free DNA screening for chromosomal aneuploidies in pregnancies achieved either after single euploid transfer in IVF/PGT cycles or transfer of single untested embryo, and to assess the concordance of prenatal-cfDNA-screening and PGT-A results.
    METHODS: Single centre retrospective cohort study SUBJECTS: 2973 prenatal-cfDNA-screening results for the most common trisomies(T)(T13,T18,T21,X,Y) and microdeletions(1p36;4p16.3;5p15.2;15q11.2;22q11.2) from singleton pregnancies allocated into 2 groups: PGT-A group (n=1204) pregnancy after single euploid transfer and non-PGT-A group (n=1769) pregnancy after transfer of single untested embryo, between 2016 and 2023.
    METHODS: Primary outcome measure was accuracy of prenatal-cell-free-DNA-screening. Positive and negative prenatal-cell-free-DNA-screening results, and subsequent prenatal or postnatal diagnostic testing were used to classify each positive prenatal-cell-free-DNA-screening result as a true or a false positive. Secondary endpoints were to evaluate the concordance of PGT-A and prenatal-cell-free-DNA-screening results and to assess the differences of the fetal fraction of cell-free-DNA used for prenatal-cell-free-DNA-screening report between the study groups.
    RESULTS: Prenatal-cell-free-DNA-screening was performed at mean 11.3±1.8weeks gestational age (GA) and yielded results in 99.9% of the patients (0.1% cancellation rate). There was no difference in the fetal fraction between PGT-A tested and not tested pregnancies (9.5%±4% vs 10.3%±4%). 13 positive prenatal-cell-free-DNA-screening results (2-T21,2-X0,4-XXX,1-XYY, 1-indeterminate sex, 2-22q11 del/dup, 1-15q11.2) were received for PGT-A group. Only one (22q11 dup) was confirmed with amniocentesis and fetal autopsy, giving a PPV for an abnormal prenatal-cfDNA-screening of 7.7%, the rest had results concordant with PGT-A. Sex chromosomes were 100% concordant between prenatal-cell-free-DNA-screening and PGT-A results, giving a 100% PPV for PGT-A for sex chromosomes and 100% NPV for aneuploidies. Positive prenatal-cell-free-DNA-screening results were received for 27 pregnancies from untested embryos (1.5%), follow up testing was electively performed for 21, and 8 had confirmed the prenatal-cell-free-DNA-screening result, giving a PPV for the non-PGT-A group of 38%.
    CONCLUSIONS: This study demonstrates that patients undergoing IVF/PGT and single euploid embryo transfer can reliably do prenatal-cell-free-DNA-screening during their first trimester. Fetal fraction in singleton pregnancies after PGT-A tested embryos is not different from pregnancies with untested embryos. PPV for an abnormal prenatal-cell-free-DNA-screening result after euploid embryo transfer was reassuringly low (7.7%). PGT-A reliably selects against aneuploidy with 100% concordance with fetal sex.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    暂无摘要。
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:评估母亲年龄对母亲基础FSH与非整倍体之间关系的影响。
    方法:一项回顾性研究,包括通过PGT-A(非整倍体的植入前遗传学检测)诊断为整倍体或非整倍体的1749个胚泡的数据。比较了来自高母亲的胚胎与高母亲的胚胎之间的非整倍体发生率。低基础FSH水平(高于和低于组中位数,分别)总计,Pre-AMA(高龄;<35岁,198个胚胎)和AMA(≥35岁,1551个胚胎)患者组,分开。为了控制潜在混杂变量的干扰,非整倍性与高基础FSH水平之间的关联通过多变量逻辑分析进行总体评估,前AMA和AMA患者组。
    结果:总体而言,与低基础FSH患者(58.4%)相比,高基础FSH患者(63.7%)的胚胎的非整倍体率高出9%(p=0.02)。在AMA之前的亚组中,与低基础FSH患者(39.4%)相比,高基础FSH患者(53.5%)胚胎的非整倍体发生率高出35%(p=0.04).不同的是,非整倍体的发生率在低(61.0%)和高(64.8%)基础FSH的AMA患者的胚胎之间没有变化(p=0.12)。多变量分析显示,在AMA之前的胚胎中,非整倍性发生与高基础FSH之间的关联与潜在混杂变量无关(p=0.04).
    结论:母体基础FSH值与前AMA患者的胚胎非整倍体相关,但与AMA患者无关。目前的发现表明,基础FSH是评估AMA前期患者非整倍体风险的有用参数,并加强了过度的FSH信号传导可能导致卵母细胞减数分裂错误的假设。
    OBJECTIVE: To assess the impact of maternal age on the association between maternal basal FSH and aneuploidy.
    METHODS: A retrospective study including data from 1749 blastocysts diagnosed as euploid or aneuploid by PGT-A (preimplantation genetic testing for aneuploidy). Aneuploidy incidence was compared between embryos from mothers with high vs. low basal FSH levels (above and below the group median, respectively) in total, pre-AMA (advanced maternal age; < 35 years, 198 embryos) and AMA (≥ 35 years, 1551 embryos) patient groups, separately. To control for the interference of potentially confounding variables, the association between aneuploidy and high basal FSH levels was assessed by multivariate logistic analysis in overall, pre-AMA and AMA patient groups.
    RESULTS: Overall, aneuploidy rate was 9% higher (p = 0.02) in embryos from patients with high basal FSH (63.7%) compared to those with low basal FSH (58.4%). In the pre-AMA subgroup, aneuploidy incidence was 35% higher (p = 0.04) in embryos from patients with high basal FSH (53.5%) compared to those with low basal FSH (39.4%). Differently, aneuploidy occurrence did not vary between embryos from AMA patients with low (61.0%) and high (64.8%) basal FSH (p = 0.12). The multivariate analysis revealed that, in pre-AMA embryos, the association between aneuploidy occurrence and high basal FSH is independent of potential confounding variables (p = 0.04).
    CONCLUSIONS: Maternal basal FSH values are associated with embryo aneuploidy in pre-AMA but not in AMA patients. The present findings suggest that basal FSH is a useful parameter to assess aneuploidy risk in pre-AMA patients and reinforce the hypothesis that excessive FSH signalling can predispose to oocyte meiotic errors.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    植入前基因检测(PGT)是一种诊断程序,已成为辅助生殖技术的有力补充。PGT有许多适应症,有各种各样的技术可以使用,每个都有优点和局限性,在选择更合适的一个之前应该考虑。在这篇文章中,审查了PGT的适应症,活检和诊断技术,随着他们的进化,同时也拉削新的新兴方法。
    Preimplantation genetic testing (PGT) is a diagnostic procedure that has become a powerful complement to assisted reproduction techniques. PGT has numerous indications, and there is a wide range of techniques that can be used, each with advantages and limitations that should be considered before choosing the more adequate one. In this article, it is reviewed the indications for PGT, biopsy and diagnostic technologies, along with their evolution, while also broaching new emerging methods.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    目的:在使用PGT-A的IVF/ICSI周期中,研究患者在胚胎移植选择方面的偏好与性别的关系,并评估相关的临床意义。
    方法:2012年1月至2021年12月在大学生育实践中进行的回顾性队列研究。包括接受单一冷冻整倍体移植的患者,每种性别至少有一个胚胎可用。主要结果是对胚胎选择的偏好(质量与性别)和性别偏好(男性与female).评估了10年的趋势和临床结果,包括临床妊娠率(CPR),持续植入率(SIR),和活产率(LBR),进行了比较。
    结果:总共包括5,145个胚胎移植周期;54.5%的人选择了质量最好的胚胎,而45.5%的人是根据性别选择的。在那些基于性别的选择中,56.5%选择了雄性胚胎,43.5%选择了雌性胚胎。十年来,对质量的偏好保持一致(p=0.30),而男性胚胎一直受到青睐(p=0.64)。质量最好的胚胎有更高的等级(p<0.001)。两组之间的临床结果相似(CPR:74.4%vs.71.9%,p=0.05;SIR:64.9%vs.63.4%,p=0.26;LBR:58.8%vs.56.7%,p=0.13),在男性和女性胚胎选择之间。
    结论:性别选择仍然很普遍,45.5%的人根据性别选择胚胎,主要偏爱男性。这种趋势持续了10年,无论选择标准如何,临床结局均具有可比性.
    OBJECTIVE: Investigate patient preferences in embryo selection for transfer regarding quality versus sex in IVF/ICSI cycles with PGT-A and assess associated clinical implications.
    METHODS: Retrospective cohort study at a university fertility practice from January 2012 to December 2021. Included were patients undergoing single frozen euploid transfers with at least one embryo of each sex available. Primary outcomes were preference for embryo selection (quality vs. sex) and sex preference (male vs. female). Trends over 10 years were evaluated and clinical outcomes, including clinical pregnancy rate (CPR), sustained implantation rate (SIR), and live birth rate (LBR), were compared.
    RESULTS: A total of 5,145 embryo transfer cycles were included; 54.5% chose the best-quality embryo, while 45.5% selected based on sex. Among those choosing based on sex, 56.5% chose male embryos and 43.5% chose female. Preference for quality remained consistent over the decade (p = 0.30), while male embryos were consistently favored (p = 0.64). Best-quality embryos had higher grades (p < 0.001). Clinical outcomes were similar between groups (CPR: 74.4% vs. 71.9%, p = 0.05; SIR: 64.9% vs. 63.4%, p = 0.26; LBR: 58.8% vs. 56.7%, p = 0.13), and between male and female embryo selections.
    CONCLUSIONS: Sex selection remains common, with 45.5% selecting embryos based on sex, predominantly favoring males. This trend persisted over 10 years, with comparable clinical outcomes regardless of selection criteria.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:寻找一种有用的工具,用于根据女性年龄估算获得至少一个整倍体胚泡所需的中期II卵母细胞(MII)的最小数量。
    方法:在IVIRMAValencia(西班牙)进行了超过5年的体外受精(IVF)周期和非整倍性植入前基因检测(PGT-A)的回顾性分析,2017年1月-2022年3月。IVI瓦伦西亚机构审查委员会的批准(2204-VLC-040-CR)。
    方法:符合条件的患者正在接受第一个IVF-PGT-A周期,其中至少获得了一个MII,无论卵母细胞和精液来源。卵母细胞捐赠周期包括在捐赠者组(≤34.o.)中。只有当卵母细胞年龄≥35y.o.(患者组)时,才选择具有自己卵母细胞的女性的周期。仅包括在发育的第5天或第6天进行并使用下一代测序(NGS)进行分析的滋养外胚层活检。由于已知的异常核型而导致的PGT-A周期被排除。
    方法:根据女性年龄获得一个整倍体囊胚所需的MII数量。
    结果:在研究期间,在符合条件的人群中进行了2660个IVF-PGT-A周期(患者组=2462;捐赠者组=198)。获得一个整倍体囊胚所需的平均MII数量随年龄增加,作为没有得到至少一个整倍体胚泡的周期数。使用80%的患者组样本(n=2462;训练集)设计调整的多变量二元回归模型。使用该模型创建获得至少一个整倍体胚泡的概率的计算器。在剩余20%的患者组样品(n=493;验证集)中对该模型的验证表明,其可以以72.0%的准确度估计具有至少一个整倍体胚泡的事件。
    结论:我们的结果显示了一个初步模型,能够根据女性年龄预测获得至少一个整倍体胚泡所需的MII数量,用最大的IVF-PGT-A周期数据库计算,包括仅在滋养外胚层活检中使用NGS的周期。一旦这个模型被正确验证,它可以帮助决策,对于来不孕症诊所的临床医生和患者来说。
    OBJECTIVE: To find a useful tool for estimating the minimum number of metaphase II (MII) oocytes needed to obtain at least one euploid blastocyst according to female age.
    METHODS: Retrospective analysis of in vitro fertilization (IVF) treatment cycles with preimplantational genetic testing for aneuploidies (PGT-A) performed over 5 years in IVIRMA Valencia (Spain), January 2017-March 2022. Approval from the Institutional Review Board of IVI Valencia (2204-VLC-040-CR).
    METHODS: Private infertility clinic in Spain.
    METHODS: Eligible patients were undergoing their first IVF-PGT-A treatment cycle, in which at least one MII oocyte was obtained, regardless of oocyte and semen origin. Oocyte donation cycles were included in the donor group (≤34 years old). Treatment cycles from women with their own oocytes were selected only when the oocytes were aged ≥35 years (patient group). Only trophoectoderm biopsies performed on days 5 or 6 of development and analyzed using next-generation sequencing were included. Preimplantational genetic testing for aneuploidy cycles because of a known abnormal karyotype were excluded.
    METHODS: Not applicable.
    METHODS: Number of MII oocytes needed to obtain one euploid blastocyst according to female age.
    RESULTS: A total of 2,660 IVF-PGT-A treatment cycles were performed in the study period in the eligible population (patients group = 2,462; donors group =198). The mean number of MII oocytes needed to obtain one euploid blastocyst increased with age, as did the number of treatment cycles that did not get at least one euploid blastocyst. An adjusted multivariate binary regression model was designed using 80% of the patient group sample (n = 2,462; training set). A calculator for the probability of obtaining at least one euploid blastocyst was created using this model. The validation of this model in the remaining 20% of the patient group sample (n = 493; validation set) showed that it could estimate the event of having at least one euploid blastocyst with an accuracy of 72.0%.
    CONCLUSIONS: Our results show a preliminary model capable of predicting the number of MII oocytes needed to obtain at least one euploid blastocyst according to female age, calculated with the largest database of IVF-PGT-A treatment cycles ever used for this purpose, including only treatment cycles using next-generation sequencing on trophoectoderm biopsies. Once this model has been properly validated, it could help with decision-making for both clinicians and patients coming to an infertility clinic.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    目的:与滋养外胚层(TE)活检相比,废胚胎培养基(SECM)中无胚胎细胞DNA(cfDNA)的存在可能为非侵入性测试胚胎倍性或遗传特征提供有价值的优势。这项研究旨在评估SECMcfDNA作为非侵入性样品的诊断潜力,用于体外受精的临床环境中胚泡中的染色体拷贝数测试。
    方法:这项前瞻性观察性研究收集了28个SECMcfDNA样本,这些样本与来自21对接受IVF-PGT-A周期的不育夫妇的TE活检样本相匹配。从在不间断延时培养箱中培养约5/6天的胚泡获得SECM样品。在活检过程中收集两组样品。VariseqIllumina平台用于倍性测量。该研究评估了SECMcfDNA的信息性和可解释性,一般倍性状态的一致性,两种样本类型之间的性染色体一致性。
    结果:SECMcfDNA在双重扩增程序后具有较高的信息率(100%),结果可解释性为93%。28个SECMcfDNA样品中的两个是不可解释的,并且被视为整体噪声样品。SECMcfDNA的诊断潜力,当与TE活检标准参考相比时,相对较低,为53%。母体DNA污染仍然是阻碍SECMcfDNA在IVF环境中进行非整倍体植入前遗传测试的常规实践中广泛临床采用的主要障碍。
    结论:必须在IVF实验室中进行重大修改,以最大程度地减少DNA污染,这需要建议对卵母细胞剥脱进行调整,胚胎培养基制备,和样品收集程序。
    OBJECTIVE: The presence of embryonic cell-free DNA (cfDNA) in spent embryo culture media (SECM) may offer valuable advantages for non-invasive testing of embryo ploidy or genetic characteristics compared to trophectoderm (TE) biopsy. This study aimed to assess the diagnostic potential of SECM cfDNA as a non-invasive sample for chromosomal copy number testing in blastocysts within the clinical setting of in-vitro fertilization.
    METHODS: This prospective observational study collected 28 SECM cfDNA samples matched with TE biopsy samples from 21 infertile couples who underwent IVF-PGT-A cycles. SECM samples were obtained from blastocysts that were cultured for approximately 5/6 days in an uninterrupted time-lapse incubator. Both sets of samples were collected during the biopsy procedure. The Variseq Illumina platform was utilized for ploidy measurement. The study evaluated the informativity and interpretability of SECM cfDNA, concordance of general ploidy status, and sex chromosome agreement between the two sample types.
    RESULTS: SECM cfDNA had a high informativity rate (100 %) after double amplification procedure, with a result interpretability of 93 %. Two out of the 28 SECM cfDNA samples were uninterpretable and regarded as overall noise samples. The diagnostic potential of SECM cfDNA, when compared to TE biopsy the standard reference, was relatively low at 50 %. Maternal DNA contamination remains the major obstacle that hinders the widespread clinical adoption of SECM cfDNA in the routine practice of pre-implantation genetic testing for aneuploidy within IVF settings.
    CONCLUSIONS: A significant modification must be implemented in the IVF laboratory to minimize DNA contamination and this necessitates suggesting adjustments to oocyte denudation, embryo culture media preparation, and sample collection procedures.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    在美国,非整倍性植入前遗传测试(PGT-A)的使用一直在稳步增长。此外,用于24染色体分析的基础技术继续快速发展。PGT-A作为所有接受体外受精的患者的常规筛查测试的价值尚未得到证实。尽管一些早期的单中心研究报道了在预后良好的患者中PGT-A后的活产率更高,最近的多中心,在有囊胚的女性中进行的随机对照试验得出的结论是,PGT-A和常规体外受精之间通过冷冻胚胎移植的总体妊娠结局相似.PGT-A对降低临床流产风险的价值也不清楚。尽管这些研究有重要的局限性。本文档替换同名文档,最后发表于2018年。
    The use of preimplantation genetic testing for aneuploidy (PGT-A) in the United States has been increasing steadily. Moreover, the underlying technology used for 24-chromosome analysis continues to evolve rapidly. The value of PGT-A as a routine screening test for all patients undergoing in vitro fertilization has not been demonstrated. Although some earlier single-center studies reported higher live-birth rates after PGT-A in favorable-prognosis patients, recent multicenter, randomized control trials in women with available blastocysts concluded that the overall pregnancy outcomes via frozen embryo transfer were similar between PGT-A and conventional in vitro fertilization. The value of PGT-A to lower the risk of clinical miscarriage is also unclear, although these studies have important limitations. This document replaces the document of the same name, last published in 2018.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 暂无摘要。
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

公众号