Abstract
Severe congenital malformations are a frequent cause of premature death and morbidity in children worldwide. Malformations can originate from numerous genetic or non-genetic factors but in most cases the underlying causes are unknown. Genetic disruption of nicotinamide adenine dinucleotide (NAD) de novo synthesis drives the formation of multiple congenital malformations, collectively termed Congenital NAD Deficiency Disorder (CNDD), highlighting the necessity of this pathway during embryogenesis. Previous work in mice shows that NAD deficiency perturbs embryonic development specifically during a critical period when organs are forming. While NAD de novo synthesis is predominantly active in the liver postnatally, the site of activity prior to and during organogenesis is unknown. Here, we used a mouse model of human CNDD and applied gene expression, enzyme activity and metabolic analyses to assess pathway functionality in the embryonic liver and extraembryonic tissues. We found that the extra-embryonic visceral yolk sac endoderm exclusively performs NAD de novo synthesis during early organogenesis before the embryonic liver takes over this function. Furthermore, under CNDD-inducing conditions, mouse visceral yolk sacs had reduced NAD levels and altered NAD-related metabolic profiles which affected embryo metabolism. Expression of requisite genes for NAD de novo synthesis is conserved in the equivalent yolk sac cell type in humans. Our findings show that visceral yolk sac-mediated NAD de novo synthesis activity is essential for mouse embryonic development and perturbation of this pathway results in CNDD. Given the functional homology between mouse and human yolk sacs, our data improve the understanding of human congenital malformation causation.
Introduction
Congenital malformations with substantial medical consequences are a major health burden because of their severity and high prevalence, occurring in approximately 3% of live births (Moorthie et al., 2018). Causes of congenital malformation are complex and diverse and can involve genetic as well as environmental factors, complicating the identification of aetiologies. Consequently, the underlying causes of malformation are still unknown in the majority of cases.
Disruption of the nicotinamide adenine dinucleotide (NAD) de novo Synthesis Pathway, by which L-tryptophan is converted to NAD (Figure 1A), causes congenital malformations of varying severity. It affects organs and structures such as heart, kidney, vertebrae and others, and is termed Congenital NAD Deficiency Disorder (CNDD) (Dunwoodie et al., 2023). NAD, referring to its oxidised and reduced form (NAD+ and NADH), is both a critical redox cofactor present in all living cells and an essential co-enzyme involved in a diverse range of cellular functions. Besides NAD de novo synthesis from L-tryptophan, mammals also generate NAD from vitamin B3, a collective term for the vitamers nicotinic acid (NA), nicotinamide (NAM), nicotinamide mononucleotide (NMN), and nicotinamide riboside (NR), via the Preiss-Handler and NAD Salvage Pathways (Figure 1A).
In all CNDD cases identified to date, affected patients had biallelic pathogenic variants in either KYNU (kynureninase), HAAO (3-hydroxyanthranilic acid 3,4-dioxygenase) or NADSYN1 (NAD synthetase 1), all essential genes of NAD de novo synthesis (Shi et al., 2017, Szot et al., 2020). Kynu, Haao, or Nadsyn1 homozygous-null CNDD mouse models recapitulated the human phenotypes; thereby confirming that NAD de novo synthesis is required during embryogenesis and that a deficiency of NAD during embryogenesis induces the malformations (Shi et al., 2017, Szot et al., 2024). CNDD is prevented in homozygous-null mouse embryos when the mother is provided sufficient dietary vitamin B3 to bypass their genetic block, as here NAD is synthesised via the Preiss-Handler Pathway or NAD Salvage Pathway (Figure 1A). Conversely, embryos of wild-type mothers given diets low in L-tryptophan and depleted in vitamin B3 exhibit NAD deficiency and CNDD-like malformations, with phenotypic severity exacerbated by gene-environment interactions via Haao or Nadsyn1 heterozygosity (Cuny et al., 2020, Szot et al., 2024).
The CNDD mouse models suggest that NAD de novo synthesis is active in the conceptus and is required for normal organ development unless sufficient vitamin B3 is supplied by the mother. In adult mice, NAD de novo synthesis occurs in the liver and to a very minor extent in the kidney (Liu et al., 2018, Wang et al., 2023). But mouse embryos are susceptible to CNDD between embryonic day (E) 7.5 and E12.5, before the embryo has developed a functional liver. Therefore, NAD de novo synthesis is likely active in another tissue during this time window of susceptibility.
The major components of the mammalian conceptus are the embryo itself and two extraembryonic organs, the chorioallantoic placenta and the visceral yolk sac (hereon yolk sac). Perturbation of either extraembryonic organ function can induce malformations in the embryo (Brent and Fawcett, 1998, Brent et al., 1971, Perez-Garcia et al., 2018). Therefore, to determine where NAD de novo synthesis activity occurs in the conceptus, we assessed pathway function in these extraembryonic tissues during the CNDD-susceptible organogenesis stages, and in the embryonic liver once formed. We quantified expression of NAD de novo Synthesis Pathway genes, HAAO enzyme activity, and metabolites formed during the synthesis and consumption of NAD. We identified yolk sac endoderm cells as the site of NAD de novo synthesis during organogenesis in mice. A comparison of mouse and human single-cell RNA datasets indicates that these findings in mouse are relevant to humans.
Results
NAD de novo synthesis in the embryonic liver is active after organogenesis in mice
NAD is synthesised de novo from L-tryptophan, predominantly in the liver. In addition, all cells salvage NAD from NAM in the circulation, with circulatory NAM levels dependent on NAD de novo synthesis in the liver (Liu et al., 2018). We have shown in mice that the conceptus is able to synthesise NAD de novo prior to E12.5 (Shi et al., 2017); however, it is unclear if or when the embryonic liver is capable of NAD de novo synthesis. In mice, liver primordial cells are present around E9.5 to E10.5, hepatocytes are present from E11.5, and enzymes of the pathway are detected from E13.5 (Burke et al., 2018, Mu et al., 2020, Notenboom et al., 1997, Yang et al., 2017).
To determine when NAD de novo Synthesis Pathway activity commences in hepatocytes during embryogenesis, we re-analysed published murine single-cell RNA-seq (scRNA-seq) data for the hepatic lineage (liver primordium, liver bud, and hepatocytes) (Mu et al., 2020) (Figure 1B). Tdo2 and Ido2, encoding tryptophan-catabolising enzymes, were negligibly expressed at all stages. Expression of subsequent pathway genes (Afmid, Kmo, Haao, Qprt and Nadsyn1) progressively increased during embryogenesis (Figure 1B, Figure S1), though the time of onset and proportion of cells varied between genes. Nonetheless, all were expressed by E14.5 (Figure 1B). HAAO enzyme assays were performed on Haao+/+, Haao+/- and Haao-/- embryonic livers, isolated from mothers provided a diet rich in L-tryptophan and vitamin B3 (Breeder diet, see Methods). The livers showed limited HAAO activity at E12.5 and a gradually increase at subsequent developmental stages. Furthermore, HAAO activity correlated with the number of functional Haao alleles and was significantly different between genotypes at all stages assessed (Figure 1C, Table S1).
To validate that the pathway is functional at E14.5 in the liver, we quantified NAD+ and 11 NAD-related metabolites in Haao+/+, Haao+/- and Haao-/- liver samples using ultra-high-performance liquid chromatography– tandem mass spectrometry (UHPLC-MS/MS) (Cuny et al., 2021) (Table S2). Differential accumulation of metabolites upstream and downstream of the Haao genetic block is a defining characteristic of enzyme loss-of-function in both mice and humans (Shi et al., 2017, Szot et al., 2024). Accordingly, Haao-/- E14.5 livers had significantly elevated levels of the upstream metabolite 3HAA (18-fold) relative to Haao+/+, whereas the downstream metabolites QA and NAMN were undetectable and significantly decreased (4-fold), respectively (Figure 1D,E, Table S2,). NAD+ levels were also significantly affected by the loss of functional Haao alleles (Figure 1F, Table S2), with the lowest concentration measured in Haao-/- embryonic livers. By contrast, levels of the NAD Salvage Pathway metabolite NAM were 2-fold higher in Haao-/-, compared to Haao+/+ and Haao+/- livers (Figure 1G, Table S2) and levels of the waste products N1-methyl-2-pyridone-5-carboxamide (2PY) and N1-methyl-4-pyridone-3-carboxamide (4PY) were similar between Haao genotypes (Figure 1H, Table S2).This suggests that NAD Salvage Pathway activity compensated for the loss of NAD de novo synthesis activity in Haao-/- embryos.
Together, these data confirm that NAD de novo Synthesis Pathway gene expression occurs in the developing liver from E11.5 onwards and the pathway is functional by E14.5, which is in line with expression of genes encoding other metabolic enzymes (Mu et al., 2020). However, as CNDD malformations occur in Haao-/- mouse embryos when
NAD is deficient between E7.5 and E12.5 (Shi et al., 2017), NAD de novo synthesis must occur elsewhere in the earlier-stage conceptus.
NAD de novo synthesis occurs during early organogenesis in the mouse yolk sac but not the placenta
In mammals, two likely candidate sites for extrahepatic NAD de novo synthesis are the chorioallantoic placenta and the yolk sac. First, we re-analysed published mouse E9.5-14.5 placenta scRNAseq data (Marsh and Blelloch, 2020) and found that NAD de novo Synthesis Pathway gene expression was scattered between the maternal decidual stroma (Tdo2, Ido1, Ido2) or various immune cell populations (Afmid, Kmo, Kynu, Haao, Qprt, Nadsyn1) but not in the conceptus-derived trophoblasts that constitute the bulk of placental tissue (Figure S2). Additionally, we showed that HAAO enzyme activity was absent in the mouse placenta between E11.5 and E17.5 (Figure 1I, Table S1). Combined, these data indicate that the murine placenta does not conduct NAD de novo synthesis.
Next, we quantified HAAO enzyme activity in the yolk sac between E11.5 and E17.5. By contrast to the placenta, Haao+/+ and Haao+/- yolk sacs exhibited HAAO enzyme activity during early organogenesis (E11.5 to E13.5), after which it progressively declined (Figure 1J, Table S1). The decline in HAAO activity in the yolk sac coincided with its rise in the embryonic liver (Figure 1C, Table S1). In the absence of available stage-appropriate RNA-seq datasets for the yolk sac, we assessed NAD de novo Synthesis Pathway gene expression by RT-qPCR between E10.5 and E17.5. Transcript levels for early pathway genes (Tdo2, Ido2, Afmid) were similar across all stages, whereas expression of subsequent genes (Kmo, Kynu, Haao, Qprt, Nadsyn1) was highest at E10.5, then declined 2-10 fold by E17.5 (Figure 2A,B).
We quantified NAD+ and 10 NAD-related metabolites in Haao+/+, Haao+/- and Haao-/- yolk sac samples at E10.5, E12.5, and E14.5. Metabolites spanning the entire NAD de novo Synthesis Pathway were quantifiable at all stages (Table S3). The yolk sac metabolite data were compared to the E14.5 embryonic liver by principal component analysis, which showed gestational age and Haao-/- genotype as the main determinants of variance in the NAD metabolism (Figure 2C). Metabolite levels, normalised to tissue weight, were generally low in E10.5 yolk sacs, similar to levels of E14.5 embryonic liver, and generally higher in E12.5 and E14.5 yolk sacs (Figure 2D, Table S3). Haao-/- yolk sacs also exhibited the metabolic signature characteristic of HAAO genetic block, with significant accumulation (∼20-fold) of upstream 3HAA, and absence of the downstream NAMN relative to Haao+/+ and Haao+/- yolk sacs at all stages (Figure 1D,E, Table S3). Downstream of NAMN, NAD+ levels were not significantly affected by Haao genotype at any stage (Figure 1F, Table S3). However, levels of the NAD Salvage Pathway metabolite NAM and waste metabolites 2PY and 4PY were significantly reduced in E10.5 Haao-/- yolk sacs relative to Haao+/+ and Haao+/- (Figure 1G,H, Table S3), suggesting that loss of NAD de novo synthesis resulted in a perturbation of the NAD Salvage Pathway metabolic profile to compensate for and maintain NAD levels.
These data, combined with the presence of HAAO activity and expression of all requisite pathway genes, confirmed that the yolk sac performs NAD de novo synthesis from at least E10.5 onwards and therefore is the site of NAD de novo Synthesis Pathway activity in the conceptus during organogenesis prior to the formation of a functional liver.
NAD deficiency between E7.5 and E10.5 induces CNDD-related congenital anomalies in mice
Having confirmed that NAD de novo synthesis is performed in the yolk sac during early organogenesis, we next sought to understand how its activity is perturbed under conditions that cause CNDD. The data outlined above was generated using a diet rich in vitamin B3 which allows pregnant mice with a genetic block in the NAD de novo Synthesis Pathway to generate NAD via the Preiss-Handler and NAD Salvage Pathway and provide sufficient NAD precursors to their embryos for normal development. Due to higher metabolic rate and food intake per body weight in mice compared to humans (Bachmanov et al., 2002, Holliday et al., 1967), to induce CNDD in mice, pregnant females need to be given L-tryptophan and/or vitamin B3 restricted diets, thereby limiting their ability to provide NAD precursors to the embryos (Cuny et al., 2020, Shi et al., 2017, Szot et al., 2024). Given that NAD de novo synthesis is established in the yolk sac by E10.5, we placed Haao-/- mothers on a NAD precursor-restricted diet specifically between E7.5 and E10.5. During this time window, L-tryptophan and vitamin B3 were removed from the chow and 1000 mg/L L-tryptophan and 3.5 mg/L nicotinic acid were supplemented in the drinking water (hereon referred to as NW3.5) (Figure 3A). Unlike wild-type and Haao+/- mice, Haao-/- mice can only use the vitamin B3 but not L-tryptophan in the diet to synthesise NAD. Here, Haao-/- females were mated with Haao+/- males and generated embryos with Haao+/- and Haao-/- genotypes, of which only the former can use any L-tryptophan provided by the maternal circulation.
Embryos from mothers on the NW3.5 diet were assessed for the presence of congenital anomalies at E18.5. Haao-/- embryos were significantly smaller than their Haao+/- littermates (Figure 3B). Furthermore, 86.7% of Haao-/- embryos were malformed, with 83.3% (25/30) of them presenting with multiple defects (Figure 3C, Table S4). Observed defects were present in organs and tissues previously associated with CNDD (Cuny et al., 2020, Shi et al., 2017), including the kidney (83.3%), tail (73.3%), heart (27.7%), digits (40%), vertebrae, and ribs (63.3%) (Table S4). By contrast, the ability to perform NAD de novo synthesis prevented NAD deficiency in Haao+/- littermate embryos; the only defect was a solitary case of heart ventricular defect (Figure 3C, Table S4).
These observations align with previous CNDD studies utilising Haao-/- mothers on a vitamin B3-restricted diet (Cuny et al., 2020, Shi et al., 2017). In addition, they show that restricting dietary precursor supply for three days only, between E7.5 and E10.5, is sufficient to cause CNDD malformation. This narrow window of susceptibility highlights the necessity of NAD de novo Synthesis Pathway activity in the yolk sac for normal development.
The yolk sac has reduced NAD availability under conditions that induce congenital malformations
Having established the importance of E10.5 as a key stage of NAD de novo synthesis, we next characterised how maternal dietary NAD precursor-restriction between E7.5 and E10.5 affected levels of NAD and related metabolites in the yolk sac at E10.5. We previously showed that supplementing 15 mg/L nicotinic acid in the drinking water is sufficient to support normal development of Haao-/- embryos (Shi et al., 2017). Therefore, yolk sac samples from the maternal NW15 dietary condition (Figure 3A) were collected as appropriate controls for comparison to NW3.5 samples.
Due to their small size, 2-3 yolk sacs were pooled per sample for NAD metabolite quantification by UHPLC-MS/MS. The diet itself had profound effects on the yolk sac metabolites (Table S5-6). Although L-tryptophan concentration in the drinking water was equivalent in both diets, its levels were lower in NW3.5 yolk sacs than NW15 (Table S5-6, Figure 4A). The abundance of NAD de novo synthesis pathway metabolites both upstream (3HAA) and downstream (QA, NAMN, NAAD) of the Haao genetic block was significantly altered in Haao-/- and Haao+/- yolk sacs, respectively, relative to their NW15 counterparts (Figure 4B-E,Table S5-6). Despite this, NAD+ levels were comparable between Haao+/- yolk sacs on both diets (Figure 4F, Table S5-6). By contrast, the inability of Haao-/- yolk sacs to perform NAD de novo synthesis resulted in a significant decline in NAD+ (54-71%) and NAM (69-77%) levels relative to Haao+/- on the equivalent diet (Figure 4F-G, Table S5-6). Yet, yolk sac NAD+ levels were lowest when the genetic disruption and dietary restriction were combined (NW3.5 Haao-/-), confirming the importance of maternal provision in maintaining NAD+ levels when the yolk sac cannot generate NAD de novo.
The NAD metabolome of the yolk sac and embryo correlate during early organogenesis
The yolk sac has a nutritional role in mammals as it uptakes and processes maternally derived macro- and micronutrients and transfers these to the embryo via their interconnected and expanding vasculature (Burton et al., 2016, Ornoy and Miller, 2023). In mice, histotrophic nutrition via the yolk sac is solely responsible for supporting the nutritional requirements of the developing embryo until the gradual transition to haemotrophic nutrition across the chorioallantoic placenta between E10 and 12 (Elmore et al., 2022). Therefore, we explored the effects of impaired NAD de novo synthesis of the yolk sac on NAD metabolite levels of the embryo.
We analysed the embryos that corresponded to the metabolically analysed yolk sacs above. Whilst we had to pool 2-3 yolk sacs at E10.5 for analysis, embryos were sufficiently large to be analysed individually with the embryo corresponding to one of the pooled yolk sacs. Contrary to observations at E18.5 (Figure 3B), Haao genotype had no effect on embryo weight within the same dietary condition, but embryos were significantly smaller on NW3.5 than NW15 (Figure 4H).Consistent with the yolk sac samples, the diet had a marked effect on embryonic NAD status, with NAD+ and the waste metabolites 2PY and 4PY significantly reduced in NW3.5 embryos relative to the same Haao genotype on the NW15 diet (Figure 5E,G,H, Table S5). However, in agreement with phenotypic outcome at E18.5, NAD+ levels of NW3.5 Haao-/- embryos were significantly lower than those of Haao+/- embryos on the same diet (Figure 5E, Table S5).
NAD de novo Synthesis Pathway metabolites were quantifiable in embryos (Figure 5A-D, Table S5-6), with differential abundance of metabolite upstream and downstream of the Haao genetic block mirroring those observed in the yolk sac. Neither the placenta nor the embryonic liver synthesise NAD de novo at E10.5, suggesting that these metabolites either originate from the yolk sac, which is consistent with the connection of vitelline and embryonic vasculature, or that another embryonic cell type is synthesising NAD de novo at E10.5.
To test the latter option, we examined pathway gene expression in the embryo at E10.5 using the ‘mouse organogenesis cell atlas’ (MOCA) (Cao et al., 2019). Except for some limited Afmid and Kynu expression predominantly in immune cell populations, the requisite genes were not expressed, including in hepatocytes (Figure S3). Therefore, intermediary metabolites were seemingly exchanged between the yolk sac and the embryo. To explore this, we calculated the Pearson correlation for all measured NAD-related metabolites between corresponding yolk sacs and embryos. Protein-normalised concentrations of those metabolites differentially abundant by Haao genotype (3HAA, NAMN, QA and NAAD) were significantly positively correlated between the embryo and yolk sac (Figure 5I-J). Overall, this suggests extensive metabolite exchange between conceptus tissues occurred.
Levels of NAD Salvage Pathway metabolites NAD+, NAM and NMN were also significantly positively correlated both within and between the yolk sac and embryo tissues (Figure 5I,K). NAM is the main NAD precursor exported into circulation after NAD de novo synthesis for use in other tissues (Liu et al., 2018). Given the limited availability of other usable alternative NAD precursors in mouse circulation (Cuny et al., 2021, Liu et al., 2018), NAD levels of Haao-/- conceptuses likely depend on maternal plasma NAM (Cuny et al., 2023). Though their overall concentration markedly differed (Table S5-6), embryo and yolk sac NAM correlated strongly, irrespective of Haao genotype (Table S5, Figure 5K). Therefore, embryonic NAD status depends on NAD precursor availability in the yolk sac, which is itself determined by both maternal provision and NAD de novo synthesis activity.
The yolk sac endoderm expresses requisite NAD de novo synthesis pathway genes at the onset of organogenesis
Having established the yolk sac as the primary site of NAD de novo synthesis during organogenesis and its importance in maintaining embryonic NAD levels, we next determined which cell populations are responsible for its activity by re-analysing published scRNA-seq data generated from pooled E9.5 and E10.5 yolk sacs (Figure 6A) (Zhao and Choi, 2019).
The yolk sac is derived from two extraembryonic lineages, the endoderm and mesoderm, which subsequently differentiate into various specialised cell types including yolk sac endoderm, vascular endothelial cells, smooth muscle cells, erythroid progenitors/cells, myeloid progenitors/cells, and macrophages (Zhao and Choi, 2019). Tdo2 was only expressed in vascular smooth muscle cells, whereas all other NAD de novo Synthesis Pathway genes (Afmid, Kmo, Kynu, Haao, Qprt and Nadsyn1) were exclusively expressed in the yolk sac endoderm (Figure 6B). Of the Nmnat1-3 genes, essential for all NAD biosynthesis pathways, only Nmnat1 was expressed in the endoderm.
To establish when gene expression commenced in the endodermal lineage, we used the “extraembryonic (ExE) endoderm” population from the mouse gastrulation atlas (Pijuan-Sala et al., 2019). The tryptophan-catabolising enzymes Tdo2, Ido1, Ido2 were not expressed in this population at any stage. Expression of all subsequent requisite NAD de novo Synthesis Pathway genes was identifiable in a subset of cells by E8 and increased thereafter (Figure 6C). Therefore, the genes encoding those enzymes required to convert L-kynurenine to NAD are exclusively expressed in the yolk sac endoderm lineage from the onset of organogenesis (E8.0-8.5). Given the lack of Tdo2 and Ido2 expression across all timepoints assessed (Figure 6B,C), it appears the pathway is either initiated in the yolk sac vascular smooth muscle, or in the placenta which is well known to perform this function in mouse (Spinelli et al., 2018) and humans (Broekhuizen et al., 2021, Sedlmayr et al., 2014).
NAD de novo synthesis pathway gene expression dynamics in humans parallel those in mice
Despite the structural differences between the mouse yolk sac and its human equivalent, the definitive secondary yolk sac (Ross and Boroviak, 2020), there is increasing evidence that many metabolic pathways are conserved in the endodermal cell population (Cindrova-Davies et al., 2017, Goh et al., 2023). Despite very different timescales of embryogenesis between the two species, the human yolk sac is present throughout organogenesis, the period when embryos are most susceptible to malformation (Alwan and Chambers, 2015), after which it degenerates and is lost (Figure 6D). Therefore, we investigated whether NAD de novo synthesis is among the conserved metabolic pathways between the two species. We examined expression of the pathway requisite genes by re-analysing bulk and scRNA-seq for the human yolk sac (Cindrova-Davies et al., 2017, Goh et al., 2023) and hepatocyte lineage (Wesley et al., 2022).
All NAD de novo Synthesis Pathway genes were expressed within at least one human yolk sac bulk RNA-seq sample (Cindrova-Davies et al., 2017) (Figure 6E), but there were significant differences in transcript levels between them. High TDO2 expressing yolk sacs concurrently expressed NMNAT1, and to a lesser extent NADSYN1 (3/9), but showed limited expression of the other requisite genes. Conversely, low TDO2 expression yolk sacs more robustly expressed AFMID, KMO, KYNU, HAAO, QPRT, and NADSYN1 (Figure 6E).
Re-analysis of published human scRNA-seq yolk sac data generated across organogenesis (Goh et al., 2023) showed that unlike in mice, requisite genes were expressed in multiple populations (Figure 6F). KMO expression was limited in the endoderm, with more robust expression observed in monocytes. Similarly, NADSYN1 transcripts were more abundant in various immune cell populations. Yet, expression of TDO2, AFMID, KYNU, HAAO and QPRT was highest in the endodermal population (Figure 6F). As in mice, the proportion of endoderm cells and overall expression of AFMID, KYNU, HAAO and QPRT declined during organogenesis, with expression highest at Carnegie Stage (CS) 11 (4 post-conceptional weeks (PCW)) (Figure 6G). TDO2 expression, not observed in the mouse yolk sac endoderm, increased as organogenesis progressed.
By contrast, in the hepatocyte lineage (Wesley et al., 2022), every NAD de novo synthesis pathway gene was expressed by 5 PCW (hepatoblast (HB) stages 1 and 2) (Figure 6H) and remained constant throughout foetal hepatocyte stages (FH) 1 (7-11 PCW) and 2 (12-17 PCW). Indeed, expression during embryonic stages was higher than in adult hepatocytes.
Therefore, requisite NAD de novo synthesis gene expression dynamics in humans largely recapitulate findings in mice with the pathway primarily active in the yolk sac endodermal cells during early organogenesis. As expression declines in this population, it increases in the hepatocyte lineage. The only major difference between the species is whether NAD de novo Synthesis Pathway activity in the embryonic liver is established during or after organogenesis, respectively.
Discussion
NAD deficiency during human and mouse development causes CNDD characterised by multiple congenital malformations and foetal loss (Cuny et al., 2023, Cuny et al., 2020, Dunwoodie et al., 2023, Mark and Dunwoodie, 2023, Shi et al., 2017, Szot et al., 2020, Szot et al., 2024, Szot et al., 2021). Human CNDD cases are characterised by biallelic pathogenic variants in either KYNU, HAAO or NADSYN1, all genes of the NAD de novo Synthesis Pathway. Mouse models of CNDD demonstrate that NAD de novo synthesis occurs in the conceptus and that this activity is required for normal embryonic development unless the mother provides sufficient vitamin B3 which bypasses NAD de novo synthesis. Here we report that NAD de novo synthesis occurs at two sites in the conceptus; first in the transient extra-embryonic yolk sac during organogenesis, and later in the embryonic liver once formed. It is noteworthy that the placenta lacks this activity. We present evidence in human gene expression data that the NAD de novo Synthesis Pathway also occurs initially in the secondary yolk sac and later in the embryonic liver. Until now, the site of NAD de novo synthesis in the mammalian conceptus was unknown. The necessity of this metabolic activity in the yolk sac highlights the importance of this transient tissue in mammalian embryogenesis.
The murine yolk sac is capable of synthesising NAD de novo from L-tryptophan
The yolk sac has various important functions during embryogenesis, including the uptake and processing of macro- and micronutrients before and after the formation of a functional chorioallanotic placenta. It also facilitates the transport of maternal lipids, cholesterol and other metabolites to the embryo until the embryonic liver can take over this function, and it is involved in haematopoiesis and gene regulation (Cindrova-Davies et al., 2017). Furthermore, the yolk sac metabolises teratogenic substances (Terlouw and Bechter, 1992). Disruption of yolk sac function causes embryonic malformation phenotypes that overlap with CNDD (Brent and Fawcett, 1998, Brent et al., 1971, Ornoy and Miller, 2023, Perez-Garcia et al., 2018), underscoring the yolk sac’s crucial role for normal embryo development.
Our finding of NAD de novo synthesis activity as another metabolic process of the yolk sac is notable because it represents a multi-step pathway involving several sequential enzyme-catalysed processes. Our RNA-seq data analysis confirms that all requisite genes required for NAD de novo synthesis are expressed in mouse yolk sac endoderm cells except for Tdo2 which is expressed in the adjacent vascular smooth muscle cells. Our HAAO enzymatic assays and metabolic analyses confirm the pathway is indeed functional. Therefore, this is the first demonstration of NAD de novo synthesis occurring in a tissue outside of the liver and kidney.
NAD deficiency in early organogenesis is sufficient to cause CNDD
We developed a refined CNDD model by which we modulated the maternal dietary NAD precursor supply during a 3-day window between E7.5 to E10.5 to be either low (NW3.5) or sufficient (NW15). Combined with maternal Haao-/- and paternal Haao+/- genotype, the NW3.5 diet reproducibly generated Haao-/- embryos with malformations and unaffected Haao+/- littermates. The Haao-/- embryos exhibited a spectrum of CNDD defects but no cleft palate or talipes seen in our previous study (Shi et al., 2017) with a precursor restriction for five days between E7.5 and E12.5. This is likely because the developmental origin of these defects occurs due to precursor restriction after the E7.5 to E10.5 period. These data support our previous findings that the timing and severity of NAD deficiency during organogenesis determines which organs and body parts are affected (Cuny et al., 2023). Furthermore, diminished NAD de novo synthesis in the yolk sac is responsible for the defects caused by our 3-day precursor restriction, because the embryonic liver has not yet formed.
Maternal vitamin B3 early in pregnancy can overcome a genetic disruption of yolk sac NAD de novo synthesis
The most abundant NAD precursors in circulation are L-tryptophan, L-kynurenine, and NAM (Cuny et al., 2020, Liu et al., 2018). Flux experiments in mice confirmed that the liver converts L-tryptophan into NAM and excretes it into circulation to maintain NAD levels using the NAD Salvage Pathway (Liu et al., 2018). The CNDD models employed here use Haao-/- mothers, who along with their Haao-/- embryos, cannot use the L-tryptophan provided. These Haao-/- mothers and embryos are instead dependent on the vitamin B3 provided in the diet to synthesise NAD. The amount provided in the NW15 diet is sufficient to maintain conceptal NAD levels and normal embryonic development. By contrast, on the more vitamin B3 restricted NW3.5 diet, the ability to perform NAD de novo synthesis using the L-tryptophan is ultimately what distinguishes the unaffected Haao+/- embryos from their affected Haao-/- littermates.
Indeed, Haao-/- yolk sacs had lowered NAD levels under both diets, but the lowest NAD levels were found in NW3.5 Haao-/- yolk sacs with the combination of genetic block of NAD de novo synthesis and dietary NAD precursor restriction. Similarly, embryonic NAD levels significantly declined under genetic block (Haao-/-, NW15) or vitamin B3 restriction (Haao+/-, NW3.5) alone relative to Haao+/- on the NW15 diet but these were still sufficient to maintain normal development. By contrast, those embryos that would go on to develop defects, Haao-/- embryos on NW3.5, had the lowest NAD levels at E10.5, as observed previously (Cuny et al., 2020, Shi et al., 2017). This underscores that NAD deficiency in the embryo is linked to the inability of the yolk sac to perform NAD de novo synthesis from maternally provided precursors.
Though unaffected by the Haao genetic block, the Preiss-Handler Pathway (Figure 1A) does not appear to play a role in yolk sac NAD synthesis given that the relevant metabolites NAMN and NAAD were undetectable or negligible in Haao-/- yolk sacs regardless of diet. This leaves the NAD Salvage Pathway, and its circulatory precursor NAM, as the main source of NAD in Haao-/- yolk sacs, as well as their corresponding embryos, as suggested previously (Cuny et al., 2023, Szot et al., 2024). Indeed, NAM levels were lower in Haao-/- yolk sacs compared to Haao+/- under the equivalent diet, and yolk sac NAM levels strongly correlated with embryonic NAM in corresponding embryos irrespective of condition. Though not significantly different, the increase in NAM levels in both Haao-/- tissues on the NW15 diet over the NW3.5 diet, and the corresponding significant increase in NAD levels themselves, likely originates from the additional provision of NAM from the mother under this diet. Correspondingly, levels of excretion products 2PY and 4PY, which are generated from NAM (Figure 1A) when its levels are in excess, were significantly lowered and close to zero in E10.5 Haao-/- embryos on NW3.5 relative to NW15 embryos, indicating a low to insufficient NAD status.
Besides the direct effect of embryonic NAD deficiency as the cause of CNDD, it is possible that the low NAD levels observed in the yolk sac under NW3.5 diet also interfere with other crucial yolk sac functions that are linked to NAD, such as ATP-dependent active transport of essential nutrients (Chang, 2010, Cindrova-Davies et al., 2017, Dutta and Sinha, 2017) or NADP-dependent enzymes (Di Pietro et al., 2002, Xiao et al., 2018), thereby further impacting normal embryonic development. Likely, it is a combination of both. Determining the specific mechanisms of CNDD causation requires further studies.
Together, our NAD metabolome findings confirm that if vitamin B3 supply is limited, yolk sac NAD de novo synthesis becomes essential for maintaining NAD and normal embryo development. Further work with more refined analytical approaches, such as molecular flux analysis, could determine to which extent specific metabolites are exchanged between maternal circulation, the yolk sac, and the embryo.
Yolk sac functions, very likely including NAD de novo synthesis, are conserved in human
Human embryogenesis requires a transient primary (day 7 to day 12) and secondary yolk sac (day 13 to day 49), while the mouse has a single yolk sac (E7.5 to birth). While human yolk sac anatomy and the timing of its presence differs to mouse, many functions are conserved between the species. These functions include serum protein synthesis, micro- and macronutrient transportation, and certain metabolic pathways, and it is also the site of primary haematopoiesis (Cindrova-Davies et al., 2017). Using published datasets, we showed that the human yolk sac expresses all genes required for NAD de novo synthesis during comparable embryonic stages as seen in the mouse. Therefore, it is plausible that yolk sac NAD de novo synthesis activity in early pregnancy is of similar importance to maintain NAD status and allow normal embryonic development in humans.
Recent studies have established a link between human yolk sac disruption and adverse pregnancy outcomes. Specifically, a disruption of yolk sac size and shape in the first trimester was a predictor of foetal anomalies and pregnancy loss (Cho et al., 2006, Detti et al., 2021, Marin et al., 2021, Suguna and Sukanya, 2019). Maternal diabetes during pregnancy is also a known risk factor for congenital anomalies (Gabbay-Benziv et al., 2015). Recent studies suggest that maternal diabetes not only affects the embryo but also the yolk sac due to hyperglycaemia, impairing nutrient transportation that drives embryopathy (Dong et al., 2016, Reece et al., 1994). Furthermore, diabetes has been implicated in perturbations of the NAD de novo Synthesis Pathway (Allegri et al., 2003, Liu et al., 2019, Oxenkrug, 2015). Therefore, it is possible that disruption of NAD de novo synthesis, either maternally or in the yolk sac itself, may contribute to the formation of congenital malformations under diabetic conditions.
Furthermore, it is possible that the yolk sac NAD de novo synthesis capability is also conserved in non-mammalian vertebrates. At least one step of the pathway, catalysed by AFMID (Figure 1A), was found to be active in chicken egg yolk sac membranes (Seifert, 2017). Inhibition of this enzyme in the yolk sac resulted in lowered embryo NAD levels and some evidence of disrupted embryogenesis (Seifert and Casida, 1978, Seifert and Casida, 1979). Whether the entire NAD de novo Synthesis Pathway is active in the avian yolk sac, or whether downstream enzymatic synthesis steps are performed elsewhere, is unclear and requires further research.
Outlook
We have shown in mice that NAD deficiency due to an impaired NAD de novo Synthesis Pathway can be prevented by supplementing pregnant mice with the NAD precursor vitamin B3 (Cuny et al., 2020, Shi et al., 2017, Szot et al., 2024). NAD deficiency between E7.5 and 10.5 recapitulate the majority of CNDD malformations, and under more severe conditions from E0.5 to 3.5 all embryos die (Shi et al., 2017). These mouse stages span approximately days 1 to 17 of human development (Figure 6D). Therefore, in women at risk of becoming NAD deficient, it would be necessary to enter pregnancy with sufficient NAD by taking vitamin B3 prior to pregnancy. Further research on the molecular intricacies of CNDD causation, the timing, and the tissues and cells involved will aid understanding of the causes of birth defects and miscarriages more generally.
Here, we highlight the importance of the yolk sac in embryogenesis. Given the link between yolk sac changes and miscarriage are established, other environmental and/or genetic factors may perturb yolk sac function and drive congenital malformation formation. Whilst CNDD should be preventable through supplementation, other causes may not be. In these cases, interventions to restore function of this transient organ would require other approaches. One such way, if the cause was known, would be to inject stable RNA into the cavity surrounded by the yolk sac. The Haao-/- CNDD model could provide an opportunity to test such an idea. If this approach worked, one would expect the uptake of Haao RNA by the yolk sac and the production of an active HAAO enzyme to prevent embryo malformation or death, similar to supplementation. This would provide proof of principle that genetic manipulation to improve yolk sac function is a therapy worth considering.
Materials and Methods
Animal experiments
All animal experiments were performed in accordance with protocols approved by the Garvan Institute of Medical Research/St. Vincent’s Animal Experimentation Ethics Committee, Sydney, Australia (approvals 18/27 and 21/18). The Haao loss-of-function mouse line (allele Haaoem1Dunw) has been described previously (Shi et al., 2017).
Mice were maintained on Breeder diet (Rat and Mouse Premium Breeder Diet, Gordons Specialty Feeds, Bargo, Australia) containing 90 mg/kg niacin and 3.7 g/kg L-tryptophan. Mice were set up for timed matings and pregnancy was confirmed by the presence of a vaginal copulation plug in the morning (defined as timepoint E0.5). Pregnant females were culled between E10.5 and E18.5 by cervical dislocation and embryos dissected. From each embryo, the following tissues were collected: whole visceral yolk sac, placenta (whole placenta at E10.5-11.5, ½ placenta at E12.5-13.5, ¼ placenta at E14.5-18.5), and whole embryonic liver. All embryonic tissues were weighed prior to being snap frozen in liquid nitrogen. Tissues were genotyped for the Haao loss-of-functional allele as described previously (Cuny et al., 2020, Shi et al., 2017).
For experiments requiring limitation of the maternal dietary vitamin B3 supply during critical organogenesis stages, pregnant females were maintained on Breeder diet until E7.5. Between E7.5 and E10.5, the females were temporarily housed in a new cage and provided a diet lacking any NAD precursors (SF21-083, Specialty feeds) and drinking water containing 1 g/L L-tryptophan and 3.5 mg/L nicotinic acid (NW3.5) or 15 mg/L (NW15). At E10.5, females were re-placed on Breeder diet until embryo dissection.
E18.5 embryos were phenotyped as described previously (Cuny et al., 2020) except for the identification of heart defects, for which micro-CT was used. Briefly, hearts were dissected from fixed (4% paraformaldehyde with 1% glutaraldehyde) E18.5 embryos and stained in 0.7% phosphotungstic acid + 30% ethanol in phosphate-buffered saline (PBS) for a minimum of 7 days or until stained completely. Stained hearts were scanned using a Skyscan 1272 scanner (Bruker Corporation, Billerica, USA) at a resolution of 1092×1632 with a voltage of 80 kV and a 125 µA current. The filter was set to Al 1 mm with a pixel size of 4.95 µm. Projection images were recorded with 2300 ms exposure time per projection with a rotation step of 0.4° between projections. The hearts were scanned at a total of 360° rotation. Acquired projections were reconstructed using Nrecon software (Bruker) with smoothing set to 3, ring artefact reduction to 19, and beam hardening to 10%. Reconstructed volumes were exported in .TIFF format and visually inspected for structural heart defects.
HAAO enzyme assays
HAAO enzyme assays were performed as previously described, with some minor modifications (Shi et al., 2017, Walsh et al., 1991). Briefly, volume of tissue lysis buffer (10 mM protease inhibitor in PBS) was adjusted by stage and tissue type to standardise total protein levels per assay (see Supplementary Table 1). Due to the small tissue size, yolk sacs and embryonic livers were pooled at early gestational stages to obtain sufficient material per biological replicate. Regardless of tissue type, 15 μL of tissue lysate was used per reaction and normalised by total protein per reaction. Protein concentration was determined by Pierce BCA Protein Assay Kit (Thermo Scientific, Rockford, USA), performed according to the manufacturer’s protocol.
Quantitative Real Time PCR (qRT-PCR)
RNA was extracted from snap frozen Haao+/- yolk sacs using PureLinkTM RNA Mini kit (Thermo Scientific, Rockford, USA), as per the manufacturer’s instructions. Tissue homogenization was performed in 650 μL lysis buffer using a Bio-Gen Pro 200 homogenizer (PRO Scientific Inc., Oxford, Connecticut, USA). cDNA was synthesised from 1 μg RNA using Maxima First Strand cDNA Synthesis Kit (K1672, Thermo Scientific) according to the manufacturer’s protocol, with the addition of a dilution step to 1.6 ng/μL in water. qPCR was performed on CFX384 Touch Real-Time PCR Detection System (Bio-Rad, USA) using the primers detailed in Table S7 and LightCycler 480 SYBR Green I Master mix (04887352001; Roche Holding AG). Relative expression was calculated using the ΔCt method, normalizing each gene to both Ubc and Ywhaz levels.
Metabolite quantification by UHPLC-MS/MS
NAD+ and related metabolites were quantified in yolk sacs and placentas collected at E10.5, E12.5 and E14.5, in embryos collected at E10.5, and in embryonic livers collected at E14.5 using UHPLC-MS/MS as described for mouse liver tissue (Cuny et al., 2021), with a minor adjustment to improve quantification of high concentration metabolites. From the last supernatant after addition of chloroform and centrifugation, 30 µL were taken, diluted with 70 µL of 100 mM ammonium acetate in water (=sample for abundant metabolite quantification), and measured. The remainder of supernatant was dried in a vacuum centrifuge at room temperature, metabolites reconstituted in 60 µL of 100 mM ammonium acetate, centrifuged for 2 min at 15,000 g and 4°C, and 50 µL of the supernatant taken and measured by UHPLC-MS/MS as described (=sample for low concentration metabolite quantification). Metabolite concentration values were normalised by the tissue sample wet weight at dissection. Metabolite concentrations in NW3.5 and NW15 embryos and yolk sacs were additionally normalised by protein concentration in the solid fraction (pellet) remaining after the first centrifugation step of the metabolite extraction procedure. To determine total protein concentration in the pellets, they were washed in methanol, air dried using a vacuum centrifuge, resuspended in 0.2 M sodium hydroxide, and incubated at 95°C for 20 minutes. Insoluble proteins and other debris were removed by centrifugation at 12000 rpm for 7 minutes in a microcentrifuge and protein concentration was determined using the Pierce BCA Protein Assay Kit (Thermo Scientific, Rockford, USA) according to the manufacturer’s protocol.
Analysis of published RNA-seq datasets
RNA-Seq datasets (matrix tables for single cell and fastq for bulk RNA-Seq) were downloaded from public repositories (Table S8). For the re-analysis of bulk RNA sequencing fastq files were trimmed of low quality sequence and adaptor using Trimmomatic (v0.35) (Bolger et al., 2014) before being aligned to hg38 genome using the STAR aligner (two pass method) (Dobin et al., 2013). Gene counts were generated from the STAR aligner using gencode vM10 as the reference gene model. Gene count matrixes were assembled genes expressed at 1 count per million (CPM) in at least 3 samples and were normalised by Trimmed Mean of M-values (TMM) and log2 transformed.
For the re-analysis of single cell datasets, single cell count matrixes were downloaded and assembled into Seurat objects using the Seurat R package (Butler et al., 2018). Cells were filtered for percent of mitochondrial content, and clustering included detection of top variable genes, scaling, dimensionality reduction with PCA and construction of nearest neighbour graphs. Cell cluster identification was established from markers described in linked manuscript (Table S8). For the gastrulation atlas – single cell count objects were downloaded from the Bioconductor “MouseGastrulationData” resource (Griffiths and Lun, 2023).
Statistical Analysis
One-way ANOVA was used to determine statistical significance of tissue sample gene expression levels at different developmental stages, of HAAO activity in tissues of different Haao genotypes, and of metabolite concentrations under different Haao genotypes and maternal diets. Significance of metabolite level differences was additionally analysed by one-way ANOVA with Tukey’s multiple comparisons test. Student’s t-test was used to determine statistical difference of Haao+/- and Haao-/- embryo weights with the NW3.5 diet. Values are displayed as mean ± standard deviation. All statistical analyses were performed with Prism (version 10; GraphPad Software). Metaboanalyst 5.0 (Pang et al., 2022) was used to generate PCA plots and heatmaps of the NAD metabolome data. Custom R scripts were used to generate heatmaps of gene expression data.
Acknowledgements
This research is supported by funds to SLD from: the National Health and Medical Research Council (NHMRC), Principal Research Fellowship (ID1135886), Leadership Level 3 Fellowship (ID2007896) and Project Grant (ID1162878); a NSW Health Cardiovascular Research Capacity Program Senior Researcher Grant; and philanthropic support from the Key Foundation. We gratefully acknowledge the Victor Chang Cardiac Research Institute Innovation Centre, funded by the NSW Government, as well as funding from the Freedman Foundation for the Metabolomics Facility. We thank Joelene Greasby and Alena Sipka for technical assistance.
References
- Metabolism of tryptophan along the kynurenine pathway in alloxan diabetic rabbitsAdv Exp Med Biol 527:387–393https://doi.org/10.1007/978-1-4615-0135-0_45
- Identifying Human Teratogens: An UpdateJ Pediatr Genet 4:39–41https://doi.org/10.1055/s-0035-1556745
- Food intake, water intake, and drinking spout side preference of 28 mouse strainsBehav Genet 32:435–443https://doi.org/10.1023/a:1020884312053
- Trimmomatic: a flexible trimmer for Illumina sequence dataBioinformatics 30:2114–2120https://doi.org/10.1093/bioinformatics/btu170
- Nutritional studies of the embryo during early organogenesis with normal embryos and embryos exhibiting yolk sac dysfunctionThe Journal of Pediatrics 132:S6–S16https://doi.org/10.1016/S0022-3476(98)70522-0
- The production of congenital malformations using tissue antiseraVII. Yolk-sac antiserum. Teratology 4:255–275https://doi.org/10.1002/tera.1420040302
- The Function of the Kynurenine Pathway in the Placenta: A Novel Pharmacotherapeutic Target?Int J Environ Res Public Health 18https://doi.org/10.3390/ijerph182111545
- Spatiotemporal regulation of liver development by the Wnt/β-catenin pathwaySci Rep 8https://doi.org/10.1038/s41598-018-20888-y
- Placental Origins of Chronic DiseasePhysiol Rev 96:1509–1565https://doi.org/10.1152/physrev.00029.2015
- Integrating single-cell transcriptomic data across different conditions, technologies, and speciesNat Biotechnol 36:411–420https://doi.org/10.1038/nbt.4096
- The single-cell transcriptional landscape of mammalian organogenesisNature 566:496–502https://doi.org/10.1038/s41586-019-0969-x
- Molecular mechanism of ATP-dependent solute transport by multidrug resistance-associated protein 1Methods Mol Biol 596:223–249https://doi.org/10.1007/978-1-60761-416-6_11
- The quality and size of yolk sac in early pregnancy lossAust N Z J Obstet Gynaecol 46:413–418https://doi.org/10.1111/j.1479-828X.2006.00627.x
- RNA-seq reveals conservation of function among the yolk sacs of human, mouse, and chickenProceedings of the National Academy of Sciences 114:E4753–E4761https://doi.org/10.1073/pnas.1702560114
- Maternal heterozygosity of Slc6a19 causes metabolic perturbation and congenital NAD deficiency disorder in miceDis Model Mech 16https://doi.org/10.1242/dmm.049647
- Simultaneous quantification of 26 NAD-related metabolites in plasma, blood, and liver tissue using UHPLC-MS/MSAnal Biochem 633https://doi.org/10.1016/j.ab.2021.114409
- NAD deficiency due to environmental factors or gene-environment interactions causes congenital malformations and miscarriage in miceProc Natl Acad Sci U S A 117:3738–3747https://doi.org/10.1073/pnas.1916588117
- Author Correction: Early pregnancy ultrasound measurements and prediction of first trimester pregnancy loss: A logistic modelSci Rep 11https://doi.org/10.1038/s41598-021-01235-0
- Mitochondrial NAD-dependent methylenetetrahydrofolate dehydrogenase-methenyltetrahydrofolate cyclohydrolase is essential for embryonic developmentMol Cell Biol 22:4158–4166https://doi.org/10.1128/mcb.22.12.4158-4166.2002
- STAR: ultrafast universal RNA-seq alignerBioinformatics 29:15–21https://doi.org/10.1093/bioinformatics/bts635
- New development of the yolk sac theory in diabetic embryopathy: molecular mechanism and link to structural birth defectsAm J Obstet Gynecol 214:192–202https://doi.org/10.1016/j.ajog.2015.09.082
- Nicotinamide Adenine Dinucleotide Deficiency and Its Impact on Mammalian DevelopmentAntioxid Redox Signal 39:1108–1132https://doi.org/10.1089/ars.2023.0349
- Zebrafish lipid droplets regulate embryonic ATP homeostasis to power early developmentOpen Biol 7https://doi.org/10.1098/rsob.170063
- Histology Atlas of the Developing Mouse PlacentaToxicol Pathol 50:60–117https://doi.org/10.1177/01926233211042270
- Birth defects in pregestational diabetes: Defect range, glycemic threshold and pathogenesisWorld J Diabetes 6:481–488https://doi.org/10.4239/wjd.v6.i3.481
- Yolk sac cell atlas reveals multiorgan functions during human early developmentScience 381https://doi.org/10.1126/science.add7564
- MouseGastrulationData: Single-Cell-omics Data across Mouse Gastrulation and Early OrganogenesisR package version 1.16.0 https://doi.org/10.18129/B9.bioc.MouseGastrulationData
- Selection and Expression Profiles of Reference Genes in Mouse Preimplantation Embryos of Different Ploidies at Various Developmental StagesPLOS ONE 9https://doi.org/10.1371/journal.pone.0098956
- The Relation of Metabolic Rate to Body Weight and Organ SizePediatric Research 1:185–195https://doi.org/10.1203/00006450-196705000-00005
- Evaluation of reference genes in mouse preimplantation embryos for gene expression studies using real-time quantitative RT-PCR (RT-qPCR)BMC Research Notes 7https://doi.org/10.1186/1756-0500-7-675
- The altas of mouse developmentAcademic Press
- Emerging role for kynurenines in metabolic pathologiesCurr Opin Clin Nutr Metab Care 22:82–90https://doi.org/10.1097/mco.0000000000000529
- Quantitative Analysis of NAD Synthesis-Breakdown Fluxes. Cell Metab 27:1067–1080https://doi.org/10.1016/j.cmet.2018.03.018
- Can Ultrasound Analysis of the Yolk Sac be a Predictor of Pregnancy Outcome?Curr Health Sci J 47:547–552https://doi.org/10.12865/chsj.47.04.10
- Congenital NAD Deficiency DisorderGeneReviews.
- Single nuclei RNA-seq of mouse placental labyrinth developmenteLife 9https://doi.org/10.7554/eLife.60266
- Chromosomal disorders: estimating baseline birth prevalence and pregnancy outcomes worldwideJ Community Genet 9:377–386https://doi.org/10.1007/s12687-017-0336-2
- Embryonic liver developmental trajectory revealed by single-cell RNA sequencing in the Foxa2eGFP mouseCommunications Biology 3https://doi.org/10.1038/s42003-020-01364-8
- Developmental appearance of ammonia-metabolizing enzymes in prenatal murine liverMicrosc Res Tech 39:413–423https://doi.org/10.1002/(sici)1097-0029(19971201)39:5<413::Aid-jemt4>3.0.Co;2-h
- Developmental stages in human embryos: revised and new measurementsCells Tissues Organs 192:73–84https://doi.org/10.1159/000289817
- Yolk sac development, function and role in rodent pregnancyBirth Defects Res 115:1243–1254https://doi.org/10.1002/bdr2.2172
- ShinyCell: simple and sharable visualization of single-cell gene expression dataBioinformatics 37:3374–3376https://doi.org/10.1093/bioinformatics/btab209
- Increased Plasma Levels of Xanthurenic and Kynurenic Acids in Type 2 DiabetesMol Neurobiol 52:805–810https://doi.org/10.1007/s12035-015-9232-0
- Using MetaboAnalyst 5.0 for LC–HRMS spectra processing, multi-omics integration and covariate adjustment of global metabolomics dataNature Protocols 17:1735–1761https://doi.org/10.1038/s41596-022-00710-w
- Placentation defects are highly prevalent in embryonic lethal mouse mutantsNature 555:463–468https://doi.org/10.1038/nature26002
- A single-cell molecular map of mouse gastrulation and early organogenesisNature 566:490–495https://doi.org/10.1038/s41586-019-0933-9
- The yolk sac theory: closing the circle on why diabetes-associated malformations occurJ Soc Gynecol Investig 1:3–13
- Origin and function of the yolk sac in primate embryogenesisNat Commun 11https://doi.org/10.1038/s41467-020-17575-w
- The role of placental tryptophan catabolismFront Immunol 5https://doi.org/10.3389/fimmu.2014.00230
- Embryo yolk sac membrane kynurenine formamidase of l-tryptophan to NAD(+) pathway as a primary target for organophosphorus insecticides (OPI) in OPI-induced NAD-associated avian teratogenesisToxicol In Vitro 44:357–360https://doi.org/10.1016/j.tiv.2017.08.001
- Relation of yolk sac membrane kynurenine formamidase inhibition to certain teratogenic effects of organophosphorus insecticides and of carbaryl and eserine in chicken embryosBiochem Pharmacol 27:2611–2615https://doi.org/10.1016/0006-2952(78)90335-0
- Inhibition and reactivation of chicken kynurenine formamidase: In vitro studies with organophosphates, N-alkylcarbamates, and phenylmethanesulfonyl fluoridePesticide Biochemistry and Physiology 12:273–279https://doi.org/10.1016/0048-3575(79)90112-3
- NAD Deficiency, Congenital Malformations, and Niacin SupplementationN Engl J Med 377:544–552https://doi.org/10.1056/NEJMoa1616361
- Identification of the novel Ido1 imprinted locus and its potential epigenetic role in pregnancy lossHuman Molecular Genetics 28:662–674https://doi.org/10.1093/hmg/ddy383
- Yolk sac size & shape as predictors of first trimester pregnancy outcome: A prospective observational studyJ Gynecol Obstet Hum Reprod 48:159–164https://doi.org/10.1016/j.jogoh.2018.10.016
- Bi-allelic Mutations in NADSYN1 Cause Multiple Organ Defects and Expand the Genotypic Spectrum of Congenital NAD Deficiency DisordersAm J Hum Genet 106:129–136https://doi.org/10.1016/j.ajhg.2019.12.006
- A metabolic signature for NADSYN1-dependent congenital NAD deficiency disorderJ Clin Invest 134https://doi.org/10.1172/jci174824
- New cases that expand the genotypic and phenotypic spectrum of Congenital NAD Deficiency DisorderHum Mutat 42:862–876https://doi.org/10.1002/humu.24211
- Comparison of the metabolic activity of yolk sac tissue in the whole embryo and isolated yolk sac cultureReprod Toxicol 6:85–92https://doi.org/10.1016/0890-6238(92)90025-o
- 4-halo-3-hydroxyanthranilic acids: potent competitive inhibitors of 3-hydroxy-anthranilic acid oxygenase in vitroBiochem Pharmacol 42:985–990https://doi.org/10.1016/0006-2952(91)90279-e
- The metabolites of de novo NAD(+) synthesis are a valuable predictor of acute kidney injuryClin Kidney J 16:711–721https://doi.org/10.1093/ckj/sfac262
- Single-cell atlas of human liver development reveals pathways directing hepatic cell fatesNat Cell Biol 24:1487–1498https://doi.org/10.1038/s41556-022-00989-7
- NAD(H) and NADP(H) Redox Couples and Cellular Energy MetabolismAntioxid Redox Signal 28:251–272https://doi.org/10.1089/ars.2017.7216
- A single-cell transcriptomic analysis reveals precise pathways and regulatory mechanisms underlying hepatoblast differentiationHepatology 66:1387–1401https://doi.org/10.1002/hep.29353
- Single cell transcriptome dynamics from pluripotency to FLK1(+) mesodermDevelopment 146https://doi.org/10.1242/dev.182097
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