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Dive into the research topics where Q. Zhan is active.

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Featured researches published by Q. Zhan.


Molecular Cell | 2014

The DNA Replication Program Is Altered at the FMR1 Locus in Fragile X Embryonic Stem Cells

Jeannine Gerhardt; Mark J. Tomishima; N. Zaninovic; Dilek Colak; Zi Yan; Q. Zhan; Z. Rosenwaks; Samie R. Jaffrey; Carl L. Schildkraut

Fragile X syndrome (FXS) is caused by a CGG repeat expansion in the FMR1 gene that appears to occur during oogenesis and during early embryogenesis. One model proposes that repeat instability depends on the replication fork direction through the repeats such that (CNG)n hairpin-like structures form, causing DNA polymerase to stall and slip. Examining DNA replication fork progression on single DNA molecules at the endogenous FMR1 locus revealed that replication forks stall at CGG repeats in human cells. Furthermore, replication profiles of FXS human embryonic stem cells (hESCs) compared to nonaffected hESCs showed that fork direction through the repeats is altered at the FMR1 locus in FXS hESCs, such that predominantly the CCG strand serves as the lagging-strand template. This is due to the absence of replication initiation that would typically occur upstream of FMR1, suggesting that altered replication origin usage combined with fork stalling promotes repeat instability during early embryonic development.


Blood | 2013

Human ESC-derived hemogenic endothelial cells undergo distinct waves of endothelial to hematopoietic transition

Shahin Rafii; Christopher C. Kloss; Jason M. Butler; Michael Ginsberg; Eric J. Gars; Raphael Lis; Q. Zhan; Pavle Josipovic; Bi-Sen Ding; Jenny Xiang; Olivier Elemento; N. Zaninovic; Z. Rosenwaks; Michel Sadelain; Jeremie A. Rafii; Daylon James

UNLABELLED Several studies have demonstrated that hematopoietic cells originate from endotheliumin early development; however, the phenotypic progression of progenitor cells during human embryonic hemogenesis is not well described. Here, we define the developmental hierarchy among intermediate populations of hematopoietic progenitor cells (HPCs) derived from human embryonic stem cells (hESCs). We genetically modified hESCs to specifically demarcate acquisition of vascular (VE-cadherin) and hematopoietic (CD41a) cell fate and used this dual-reporting transgenic hESC line to observe endothelial to hematopoietic transition by real-time confocal microscopy. Live imaging and clonal analyses revealed a temporal bias in commitment of HPCs that recapitulates discrete waves of lineage differentiation noted during mammalian hemogenesis. Specifically, HPCs isolated at later time points showed reduced capacity to form erythroid/ megakaryocytic cells and exhibited a tendency toward myeloid fate that was enabled by expression of the Notch ligand Dll4 on hESC-derived vascular feeder cells. These data provide a framework for defining HPC lineage potential, elucidate a molecular contribution from the vascular niche in promoting hematopoietic lineage progression, and distinguish unique subpopulations of hemogenic endothelium during hESC differentiation. KEY POINTS Live imaging of endothelial to hematopoietic conversion identifies distinct subpopulations of hESC-derived hemogenic endothelium. Expression of the Notch ligand DII4 on vascular ECs drives induction of myeloid fate from hESC-derived hematopoietic progenitors.


Journal of Cell Biology | 2014

Cis-acting DNA sequence at a replication origin promotes repeat expansion to fragile X full mutation

Jeannine Gerhardt; N. Zaninovic; Q. Zhan; Advaitha Madireddy; Sarah L. Nolin; Nicole Ersalesi; Zi Yan; Z. Rosenwaks; Carl L. Schildkraut

An SNP upstream of the CGG repeats located at a replication initiation site may contribute to origin inactivation, to altered replication fork progression through the CGG repeats, and repeat expansion to fragile X full mutation.


PLOS ONE | 2016

Direct Unequal Cleavages: Embryo Developmental Competence, Genetic Constitution and Clinical Outcome

Q. Zhan; Z. Ye; Robert Clarke; Z. Rosenwaks; N. Zaninovic

Objective To investigate the prevalence, developmental potential, chromosomal constitution and clinical outcome of embryos with direct unequal cleavages (DUC). Design A retrospective observational study. Setting Academic Institution. Participant 21,261 embryos from 3,155 cycles cultured in EmbryoScope®. Results The total incidence of DUCs per embryo occupying the first three cleavages were 26.1%. Depending of the cell stage, DUC rate was 9.8% at first cleavage (DUC-1), 9.1% at second cleavage (DUC-2), and 3.7% at third cleavage (DUC-3) with 3.6% of embryos exhibiting multiple DUCs (DUC-Plus). The occurrence of DUCs was not correlated with female gamete age or source. The incidence of DUC-1 was significantly higher in embryos fertilized by epididymal and testicular sperm (13.6% and 11.4%, respectively) compared to ejaculated sperm (9.1%, all p<0.05). The total incidences of DUCs were strongly correlated with the onset of blastomere multinucleation (MNB) during the first three divisions. In MNB embryos, DUCs incidence are two to three times more likely to develop when compared to non-MNB embryos (OR = 3.11, 95% CI [2.64, 3.67] at 1-cell stage, OR = 2.64, 95% CI [2.39, 2.91] at 2-cell stage and OR = 2.51, 95% CI [1.84, 3.43] at 4-cell stage). The blastocyst formation rates gradually decreased from 61.0% in non-DUC to 40.2% in DUC-3, 18.8% in DUC-2, 8.2% in DUC-1 and 5.6% in multiple DUC embryos (DUC-Plus). The known implantation rates (FH) for day 3 (D3) transfers were 12.42% (n = 3172) in Non-DUC embryos, 6.3% (n = 127) in DUC-3, and 2.7% (n = 260) in DUC-2 embryos. No live births resulted from either DUC-1 (n = 225) or DUC-Plus (n = 100) embryo transfers. For blastocyst transfers, lower implantation rates (33.3%) but similar live birth (LB) rates (40%) were observed if DUC blastocysts were transferred. Comparatively rates in Non-DUC blastocyst were 45.2% and 34.8%, respectively. The euploid rate gradually increased from DUC-1, -2, -3 to Non-DUC (13.3%, 19.5%, 33.3%, 45.6%, p<0.001) for D3 biopsied embryos. Interestingly, the trend of decreased euploidy disappeared in DUC D5/6 biopsied embryos and similar rates were exemplified in DUC (D5 56.3%, D6 35.6%) vs. non-DUC (D5 51.4%, D6 33.8%) embryos. Conclusion Blastocyst formation, implantation potential and euploid rate were significantly reduced in DUC embryos. DUC embryos should be deselected for D3 transfers, but should be culture to blastocyst stage for possible ET.


Current protocols in stem cell biology | 2011

Lentiviral Transduction and Clonal Selection of hESCs with Endothelial‐Specific Transgenic Reporters

Daylon James; Q. Zhan; Christopher C. Kloss; N. Zaninovic; Z. Rosenwaks; Shahin Rafii

Generation of vascular endothelial cells (EC) from human embryonic stem cells (hESC) is a vital component of cell-based strategies for treatment of cardiovascular disease. Before hESC-derived ECs can be administered in therapeutic modalities, however, chemically defined culture conditions must be developed that reproducibly and robustly induce vascular differentiation. One approach to screening for culture conditions that support differentiation of hESCs to any cell type is their genetic modification with exogenous DNA sequence comprising a tissue-specific gene promoter driving reporters such as fluorescent protein or antibiotic drug resistance. The protocols herein provide instructions for the generation of clonal hESC lines containing a reporter transgene that is specifically expressed in vascular endothelial derivatives. Additionally, they demonstrate the methodology employed to assess vascular differentiation from clonal lines. Together, these protocols provide a solid foundation for study of vascular differentiation, and may also be applied, in principle, to studies of other specialized cell types derived from hESCs.


Human Reproduction | 2018

A rationale for biopsying embryos reaching the morula stage on Day 6 in women undergoing preimplantation genetic testing for aneuploidy

M. Irani; N. Zaninovic; C. Canon; C O’Neill; V. Gunnala; Q. Zhan; G.D. Palermo; David E. Reichman; Z. Rosenwaks

STUDY QUESTION Is there a benefit to assessing ploidy in delayed embryos reaching the morula stage on Day 6 of development? SUMMARY ANSWER Day-6 morulae should be considered for biopsy in women <40 years old undergoing preimplantation genetic testing for aneuploidy (PGT-A) because they are associated with acceptable, albeit reduced, euploidy and implantation rates (IRs). WHAT IS KNOWN ALREADY Embryo development and morphology have been shown to correlate with aneuploidy and pregnancy rates. During PGT-A cycles, embryos are biopsied if they reach the blastocyst stage by Day 5 or 6, whereas slow-developing embryos are typically deselected and discarded. Determining the viability of slow-developing embryos is particularly relevant for women undergoing PGT-A who have diminished ovarian reserve and a relatively low blastocyst yield. STUDY DESIGN, SIZE, DURATION This is a retrospective cohort study that was performed at an academic medical center. Patients who underwent IVF with PGT-A were reviewed for inclusion. PARTICIPANTS/MATERIALS, SETTING, METHODS A total of 1615 cycles were reviewed. All cycles which involved a biopsy of a cavitating or compacted morula on Day 6 were included (n = 763). PGT-A was performed using array comparative genomic hybridization. The aneuploidy and implantation of morulae were compared to those of blastocysts originating from the same couples. MAIN RESULTS AND THE ROLE OF CHANCE The study included 763 cycles in which 1260 morulae and 3014 blastocysts were biopsied. Women were divided into four age groups (<35, 35-37, 38-39 and ≥40 years): the prevalence of aneuploidy was consistently lower among blastocysts (40.3, 50.8, 56 and 78.3%, respectively) than among compacted morulae (68.7, 75.5, 88.9 and 98.1%, respectively) and cavitating morulae (57, 66.4, 81 and 91.6%, respectively) throughout the different age groups (P < 0.001). Of note, the majority of compacted morulae (98.1%) and cavitating morulae (91.6%) were aneuploid in women aged ≥40 years. Compacted and cavitating morulae had significantly higher rates of complex aneuploidy, which involves ≥3 chromosomes, compared with blastocysts (P < 0.001). Furthermore, euploid morulae were associated with a significantly lower IR (28.2 versus 54.6%; P = 0.002) and live birth rate (23.1 versus 55.0%; P = 0.001) compared to euploid blastocysts. LIMITATIONS REASONS FOR CAUTION This study confirms that Day-6 morulae should not be discarded in young women undergoing PGT-A. However, a potential drawback of biopsying embryos at the morula stage is the inability to distinguish between inner cell mass and trophectoderm cell origin. The sample size of euploid morula transfer cycles in this study was limited. Thus, a larger cohort would be beneficial to validate the reassuring live birth and spontaneous abortion rates reported here. Furthermore, the reproducibility of our findings should be determined at different centers. WIDER IMPLICATIONS OF THE FINDINGS Although Day-6 morulae are associated with higher aneuploidy rates and lower IRs compared to blastocysts, they still yielded successful pregnancies. Therefore, testing Day-6 morulae should be considered, especially for women <40 years old who are undergoing PGT-A with a small cohort of available blastocysts for biopsy. STUDY FUNDING/COMPETING INTEREST(S) The authors have nothing to disclose. They received no specific funding for this work. TRIAL REGISTRATION NUMBER N/A.


bioRxiv | 2018

Robust Automated Assessment of Human Blastocyst Quality using Deep Learning

Pegah Khosravi; Ehsan Kazemi; Q. Zhan; M. Toschi; Jonas E. Malmsten; Cristina Hickman; Marcos Meseguer; Z. Rosenwaks; Olivier Elemento; N. Zaninovic; Iman Hajirasouliha

Morphology assessment has become the standard method for evaluation of embryo quality and selecting human blastocysts for transfer in in vitro fertilization (IVF). This process is highly subjective for some embryos and thus prone to human bias. As a result, morphological assessment results may vary extensively between embryologists and in some cases may fail to accurately predict embryo implantation and live birth potential. Here we postulated that an artificial intelligence (AI) approach trained on thousands of embryos can reliably predict embryo quality without human intervention. To test this hypothesis, we implemented an AI approach based on deep neural networks (DNNs). Our approach called STORK accurately predicts the morphological quality of blastocysts based on raw digital images of embryos with 98% accuracy. These results indicate that a DNN can automatically and accurately grade embryos based on raw images. Using clinical data for 2,182 embryos, we then created a decision tree that integrates clinical parameters such as embryo quality and patient age to identify scenarios associated with increased or decreased pregnancy chance. This IVF data-driven analysis shows that the chance of pregnancy varies from 13.8% to 66.3%. In conclusion, our AI-driven approach provides a novel way to assess embryo quality and uncovers new, potentially personalized strategies to select embryos with an improved likelihood of pregnancy outcome.


Fertility and Sterility | 2018

Blastocyst development rate influences implantation and live birth rates of similarly graded euploid blastocysts

M. Irani; Claire O'Neill; G.D. Palermo; Kangpu Xu; C. Zhang; Xiaoe Qin; Q. Zhan; R. Clarke; Z. Ye; N. Zaninovic; Z. Rosenwaks

OBJECTIVE To determine whether the blastocyst development rate, as assessed by the day of trophectoderm biopsy (day 5 vs. day 6), affects the live birth rate (LBR) of similarly graded euploid blastocysts. DESIGN Retrospective cohort study. SETTING Academic medical center. PATIENT(S) Patients who underwent frozen-thawed single euploid blastocyst transfers from 2013 to 2016 were included. Blastocyst morphologic grading was performed on day 5 or day 6 before the biopsy, with embryos designated into the following groups: good (3-6AA, 3-6AB, and 3-6BA), average (2-6BB), and poor (2-6BC and 2-6CB). INTERVENTION(S) Frozen-thawed embryo transfer. MAIN OUTCOME MEASURE(S) Implantation rate (IR) and LBR. RESULT(S) A total of 701 frozen-thawed single euploid blastocyst transfer cycles were included. Cycles in which day 5 blastocysts were transferred (n = 366) were associated with a significantly higher LBR than those in which day 6 blastocysts were transferred (n = 335; 60.4% vs. 44.8%). The odds ratio remained significant after controlling for all confounders, including the blastocyst grading. Furthermore, there was a significant difference in LBRs between good-quality, average-quality, and poor-quality blastocysts (67.8%, 53.4%, and 29.5%, respectively). Embryos reaching good-quality blastocysts on day 5 yielded significantly higher LBR (72.8% vs. 56.5%) and IR (77.7% vs. 58.7%) compared with those reaching similar quality blastocysts on day 6. Similarly, day 5 average-quality embryos conveyed a significantly higher IR compared with day 6 embryos of the same quality (64.4% vs. 53.4%). CONCLUSION(S) In addition to aneuploidy assessment, the speed of embryo development to the blastocyst stage and an evaluation of blastocyst morphology are critical to selecting the best embryo.


bioRxiv | 2017

Tripolar mitosis drives the association between maternal genotypes of PLK4 and aneuploidy in human preimplantation embryos

Rajiv C. McCoy; Louise Newnham; Christian Ottolini; Eva R. Hoffmann; Katerina Chatzimeletiou; Omar E. Cornejo; Q. Zhan; N. Zaninovic; Z. Rosenwaks; Dmitri A. Petrov; Zachary Demko; Styrmir Sigurjonsson; Alan H. Handyside

Aneuploidy is prevalent in human preimplantation embryos and is the leading cause of pregnancy loss. Many aneuploidies arise during oogenesis, increasing in frequency with maternal age. Superimposed on these meiotic aneuploidies are a range of errors occurring during early mitotic divisions of the embryo, contributing to widespread chromosomal mosaicism. Here we reanalyzed a published dataset comprising preimplantation genetic testing for aneuploidy in 24,653 blastomere biopsies from day-3 cleavage-stage embryos, as well as 17,051 trophectoderm biopsies from day-5 blastocysts. We focused on complex abnormalities that affected multiple chromosomes simultaneously, seeking to quantify their incidences and gain insight into their mechanisms of formation. In addition to well-described patterns such as triploidy and haploidy, we identified 4.7% of day-3 blastomeres possessing karyotypes suggestive of tripolar mitosis in normally-fertilized diploid zygotes or descendant diploid cells. We further supported this hypothesis using time-lapse data from an intersecting set of 77 cleavage-stage embryos. The diploid tripolar signature was rare among day-5 blastocyst biopsies (0.5%), suggesting that complex aneuploidy generated by tripolar mitosis impairs cellular and/or early embryonic survival. Strikingly, we found that the tripolar mitosis mechanism is responsible for the previously described association with common maternal genetic variants spanning PLK4. Our findings are consistent with the role of PLK4 as the master regulator of centriole duplication with a known capacity to induce tripolar mitosis when mutated or mis-expressed. Taken together, we propose that tripolar mitosis is a key mechanism generating karyotype-wide aneuploidy in cleavage-stage embryos and implicate PLK4-mediated centrosome abnormality as a factor influencing its occurrence.


Methods of Molecular Biology | 2014

Derivation of Human Embryonic Stem Cells (hESC)

N. Zaninovic; Q. Zhan; Z. Rosenwaks

Stem cells are characterized by their absolute or relative lack of specialization their ability for self-renewal, as well as their ability to generate differentiated progeny through cellular lineages with one or more branches. The increased availability of embryonic tissue and greatly improved derivation methods have led to a large increase in the number of hESC lines.

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Z. Ye

Cornell University

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Robert Clarke

Clinical Trial Service Unit

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Carl L. Schildkraut

Albert Einstein College of Medicine

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