Lateral diffusion of ganglioside GM1 in phospholipid bilayer membranes.

The lateral diffusion coefficient of ganglioside GM1 incorporated into preformed dimyristoylphosphatidylcholine (DMPC) vesicles has been investigated under a variety of conditions using the technique of fluorescence photobleaching recovery. For these studies the fluorescent probe 5-(((2-Carbohydrazino)methyl)thio)acetyl) amino eosin was covalently attached to the periodate-oxidized sialic acid residue of ganglioside GM1. This labeled ganglioside exhibited a behavior similar to that of the intact ganglioside, and was able to bind cholera toxin. The lateral diffusion coefficient of the ganglioside was dependent upon the gel-liquid crystalline transition of DMPC. Above Tm the lateral diffusion coefficient of the ganglioside was 4.7 X 10(-9) cm2 s-1 (with greater than 80% fluorescence recovery). This diffusion coefficient is significantly slower than the one previously observed for phospholipids in DMPC bilayers. The addition of increasing amounts of ganglioside, up to a maximum of 10 mol %, did not have a significant effect on the lateral diffusion coefficient or in the percent recovery. At 30 degrees C, the lateral mobility of ganglioside GM1 was not affected by the presence of 5 mM Ca2+, suggesting that, at least above Tm, Ca2+ does not induce a major perturbation in the lateral organization of the ganglioside molecules. The addition of stoichiometric amounts of cholera toxin to samples containing either 1 or 10 mol % ganglioside GM1 produced only a small decrease in the measured diffusion coefficient. The fluorescence recovery after photobleaching experiments were complemented with excimer formation experiments using pyrene-phosphatidylcholine.(ABSTRACT TRUNCATED AT 250 WORDS)     

Metabolism of exogenous gangliosides GM1 and chemically modified GM1 in mice

Ganglioside GM1(NeuAc), labeled at the C-3 position of sphingosine with tritium, was injected into C3H/He, C57BL/10, B10.AQR mice intraperitoneally. The incorporation and the distribution of the radioactivity in various organs were examined. The injected [3H]GM1(NeuAc) was mainly incorporated in the liver and hydrolyzed sequentially. Sialic acid of ganglioside GM1(NeuAc) and metabolites was converted to N-glycolyl type from N-acetyl type. An appreciable amount of the sphingosine moiety in the administered GM1(NeuAc), moreover, was reutilized, being converted to sphingomyelin, and incorporated into alkyl chain of the ether lipid in phosphatidylethanolamine. The distributions of radioactivity in the metabolites of GM1(NeuAc) administered to the three strains of mice were different from each other. In other organs, GM1(NeuAc) was incorporated and metabolized only slightly. The N-methylamide, at the carboxyl group of the sialic acid, of the labeled ganglioside GM1(GM1(NeuAc)-NMe) was injected into C3H/He mice. Most of the administered [3H]GM1(NeuAc)-NMe was incorporated in the liver, and was metabolized to GM3(NeuAc)-NMe, via GM2(NeuAc)-NMe, within 24 h. GM3(NeuAc)-NMe was the only radioactive compound in the subsequent 10 weeks, but disappeared from the liver gradually. N-Methylamide-modified gangliosides were resistant to hydrolysis by mouse hepatic sialidase, to elongation by glycosyltransferase and to N-glycolylation at N-acetylneuraminic acid by monooxygenase.     

Selection of ganglioside GM1-binding peptides by using a phage library.

Ganglioside Gal beta1 --> 3GalNAc beta1 --> 4(NeuAc alpha2 --> 3) Gal beta1 --> 4Glc beta1 -->1'Cer (GM1)-binding peptides were obtained from a phage-displayed pentadecapeptide library by an affinity selection. The selection processes were in situ-monitored by a quartz-crystal microbalance method, on which a ganglioside GM1 monolayer was transferred. After five rounds of biopanning, the DNA sequencing of 18 selected phages showed that only three individual clones were selected. The peptide sequences of the random region were found to be DFRRLPGAFWQLRQP, GWWYKGRARPVSAVA and VWRLLAPPFSNRLLP. Binding constants of these phage clones to the GM1 monolayer were 10(10) M(-1). Three synthetic pentadecapeptides inhibited the binding of cholera toxin B subunit to the GM1 monolayer with an IC50 of 24, 13 and 1.0 microM, respectively. These peptides will be useful for searching functional roles of ganglioside GMI.     

A photoreactive derivative of radiolabeled GM1 ganglioside: preparation and use to establish the involvement of specific proteins in GM1 uptake by human fibroblasts in culture

A new procedure was used to synthesize a derivative of ganglioside GM1 containing a photoreactive nitrophenyl azide group at the end of the fatty acyl moiety, using deAc-deAcyl-GM1 obtained by deacetylation of the sialic acid and deacylation of the ceramide portion of GM1. This deAc-deAcyl-GM1 was first acylated at the long chain base amino group with 12-aminododecanoic acid, which has the amino group protected by a fluorenyl residue, and tritium labeled at the sialic acid amino group with [3H]acetic anhydride of very high specific radioactivity. The fluorenyl group removed by ammonia treatment was substituted by a nitrophenyl azide group. Cultured human fibroblasts were exposed to mixtures of radioactive photolabeled GM1 and cold natural GM1 (1:10 by mol) for different times and then illuminated and the radioactive protein patterns studied by SDS-PAGE. After 2h of exposure, the photolabeled GM1 was stably associated to the cells and underwent almost no metabolic processing, behaving exactly as the underivatized natural GM1. Under these conditions very few proteins became radioactive: one, of about 30 kDa, interacted with the ganglioside molecules inserted into the outer membrane layer; three, in the region of 46 kDa, interacted with the portion of associated ganglioside able to be released by trypsin treatment. Thus, it is evident that the ganglioside binding to fibroblasts and insertion into the outer layer of the plasma membrane involve few individual proteins.(ABSTRACT TRUNCATED AT 250 WORDS)     

Formation of a cytosolic ganglioside-protein complex following administration of photoreactive ganglioside GM1 to human fibroblasts in culture

A GM 1 ganglioside derivative bearing a photoreactive nitrophenyl azide group and tritium labeled at the acetyl group of N-acetylneuraminic acid, has been administered to cultured human fibroblasts. With photolabeling experiments we found that a portion of the ganglioside in the cell cytosol was associated with a soluble protein of about 30 kDa.     

Synthesis of a photoreactive, radiolabelled derivative of the oligosaccharide of GM1 ganglioside.

A photoreactive, radioiodinatable derivative of the oligosaccharide (GM1OS) of ganglioside GM1 was synthesized as follows: GM1OS was generated from GM1 by ozonolysis and alkaline fragmentation, and reductively aminated to GM1OSNH2 (1-amino-1-deoxymonosialogangliotetraitol). The latter compound was then reacted with N-hydroxysuccinimidyl-4-azidosalicylic acid (NHS-ASA) to form GM1OSNH-ASA [1-(4-azidosalicoylamido)-1-deoxymonosialogangliotetraitol], which was radioiodinated and further purified. To test the [125I]GM1OSNH-IASA [1-(4-iodoazidosalicoylamido)-1-deoxymonosialogangliotetraitol+ ++] as a probe for ganglioside-binding proteins, the derivative was incubated with cholera toxin, which specifically binds GM1, followed by photolysis and sodium dodecyl sulphate-polyacrylamide gel electrophoresis. The probe only labelled the B or binding subunit of cholera toxin, but not the A or adenylyl cyclase activating subunit. Labelling was inhibited by excess GM1OS, but not by the oligosaccharides from gangliosides GD1a and GD1b. [125I]GM1OSNH-IASA and analogous oligosaccharide derivatives may be valuable probes for detecting ganglioside-binding proteins.     

Receptor-mediated interaction of ricin with the lipid bilayer of ganglioside GM1-liposomes

The interaction of ricin with ganglioside GM1 or glycoprotein containing liposomes was investigated. At neutral pH, ricin bound to galactose moieties on the surface of the liposomes to form ricin-liposomes complexes, but did not associate with their lipid bilayers. When these ricin-liposomes complexes were exposed to a pH below 5, ricin bound to GM1-liposomes became associated with the lipid bilayer, whereas ricin bound to glycoprotein-liposomes (containing human erythrocyte Band 3) was only rarely associated. Association of ricin with the lipid bilayer of GM1-liposomes did not occur in the presence of lactose, which inhibits the binding of ricin to ganglioside GM1. Using a hydrophobic probe, 8-amino-1-naphthalene sulfonic acid (ANS), it was revealed that an acidity below pH 5 resulted in exposure of hydrophobic regions on the ricin molecule. These results strongly suggest that association of ricin with the lipid bilayer of GM1-liposomes at acidic pH is mediated by the binding of ricin to ganglioside GM1 at neutral pH and occurs through interaction between the exposed hydrophobic region on the ricin molecule and the lipid bilayer of GM1-liposomes at low pH.     

Anti-GM1/GD1a complex antibodies in GBS sera specifically recognize the hybrid dimer GM1-GD1a

It is now emerging the new concept that the antibodies from some patients with Guillain-Barré syndrome (GBS) recognize an antigenic epitope formed by two different gangliosides, a ganglioside complex (GSC). We prepared the dimeric GM1-GD1a hybrid ganglioside derivative that contains two structurally different oligosaccharide chains to mimic the GSC. We use this compound to analyze sera from GBS patients by high-performance thin-layer chromatography immunostaining and enzyme-linked immunosorbent assay. We also synthesized the dimeric GM1-GM1 and GD1a-GD1a compounds that were used in control experiments together with natural gangliosides. The hybrid dimeric GM1-GD1a was specifically recognized by human sera from GBS patients that developed anti-oligosaccharide antibodies specific for grouped complex oligosaccharides, confirming the information that GBS patients developed antibodies against a GSC. High-resolution (1)H-(13)C heteronuclear single-quantum coherence-nuclear overhauser effect spectroscopy nuclear magnetic resonance experiments showed an interaction between the IV Gal-H1 of GM1 and the IV Gal-H2 of GD1a suggesting that the two oligosaccharide chains of the dimeric ganglioside form a single epitope recognized by a single-antibody domain. The availability of a method capable to prepare several hybrid gangliosides, and the availability of simple analytical approaches, opens new perspectives for the understanding and the therapy of several neuropathies.     

Capability of ganglioside GM1 in modulating interactions,structure, location and dynamics of peptides/proteins: biophysical approaches

Gangliosides, are glycosphingolipids, present in all vertebrate plasma membranes with particular abundance in nerve cell membrane. Gangliosides can act as portals for antimicrobial peptides, hormones, viruses, lectins, toxins and pathogens. They are strategically positioned on the outer membrane and hence can participate in a large number of recognition processes. Their abundance in nerve cell membrane makes them “likely” receptor candidates for neuropeptides. In this review we outline our work in the area of GM1-peptide/protein interaction. We have explored the effect of GM1 containing micelles/bicelles on structures of peptides, proteins as well as on denatured proteins. It has been observed that the peptides that are disordered or having random coil structure in aqueous solution, attained an ordered three-dimensional structure when interact with GM1. It is also observed that denatured proteins undergo refolding in presence of ganglioside. Peptides/proteins show stronger interaction with membrane lipid bilayer in presence of ganglioside than that without ganglioside. This review mainly focuses on capability of ganglioside GM1 in modulating interaction, structural, location and dynamics of peptides/proteins using a number of biophysical techniques–solution NMR, DOSY, CD, fluorescence etc.     

Precursor-product relationship between GM1 and GD1a biosynthesized from exogenous GM2 ganglioside in rat liver

The demonstration of a precursor-product relationship in the course of GM1 and GD1a biosynthesis is described in the present paper. We injected rats with GM2 gangliosides [GalNAc beta 1----4(NeuAc alpha 2----3)Gal beta 1----4Glc beta 1----1'Cer] of brain origin, which were isotopically radiolabeled on the GalNAc ([GalNAc-3H]GM2) or sphingosine ([Sph-3H]GM2) residue. We then compared the time-courses of GM1 and GD1a biosynthesis in the liver after the administration of each radiolabeled GM2 derivative. After the administration of [GalNAc-3H]GM2, GM1, and GD1a were both present as doublets, that could be easily resolved on TLC. The lower spot of each doublet was identified as a species having the typical rat brain ceramide moiety and represented gangliosides formed through direct glycosylation of the injected GM2. The upper spot of each doublet was identified as a species having the typical rat liver ceramide moiety and represented gangliosides formed through recycling of the [3H]GalNAc residue, released during ganglioside catabolism. After the administration of [Sph-3H]GM2, only ganglioside with the rat brain ceramide moiety were found, that represented the sum of ganglioside formed through direct glycosylation and those formed through recycling of some sphingosine-containing fragments. In each case, the time-course of GM1 and GD1a biosynthesis exhibited a precursor-product relationship. The curve obtained from the direct glycosylation showed a timing delay with respect to those obtained from recycling of GM2 fragments. These results are consistent with the hypothesis that the sequential addition of activated sugars to a sphingolipid precursor is a dissociative process, catalyzed by physically independent enzymatic activities.     

Accelerated release of exosome-associated GM1 ganglioside (GM1) by endocytic pathway abnormality: another putative pathway for GM1-induced amyloid fibril formation

Exosomes are extracellularly released small vesicles that are derived from multivesicular bodies formed via the endocytic pathway. We treated pheochromocytoma PC12 cells with chloroquine, an acidotropic agent, which potently perturbs membrane trafficking from endosomes to lysosomes. Chloroquine treatment increased the level of GM1 ganglioside in cell media only when the cells were exposed to KCl for depolarization, which is known to enhance exosome release from neurons. In the sucrose-density-gradient fractionation of cell media, GM1 ganglioside was exclusively recovered with Alix, a specific marker of exosomes, in the fractions with the density corrresponding to that of exosomes. Notably, amyloid-β assembly was markedly accelerated when incubated with the exosome fraction prepared from the culture media of PC12 cells treated with chloroquine and KCl. Furthermore, amyloid-β assembly was significantly suppressed by the co-incubation with an antibody specific to GM1-bound amyloid-β, an endogenous seed for amyloid formation of Alzheimer's disease. Together with our previous finding that chloroquine treatment induces the accumulation of GM1 ganglioside in early endosomes, results of this study suggest that endocytic pathway abnormality accelerates the release of exosome-associated GM1 ganglioside following its accumulation in early endosomes. Furthermore, this study also suggests that extracellular amyloid fibril formation is induced by not only GM1 gangliosides accumulated on the surface of the cells but also those released in association with exosomes.     

GM1-ganglioside-induced Abeta assembly on synaptic membranes of cultured neurons

The cell-surface expression of GM1 ganglioside was studied using various cultured cells, including brain-derived endothelial cells, astrocytes, neuroblastoma cells (SH-SY5Y), and pheochromocytoma cells (PC12). GM1 ganglioside was detected only on the surface of native and nerve-growth-factor (NGF)-treated PC12 cells. We investigated whether GM1 ganglioside on the surface of these cells is sufficiently potent to induce the assembly of an exogenous soluble amyloid beta-protein (Abeta). A marked Abeta assembly was observed in the culture of NGF-treated PC12 cells. Notably, immunocytochemical study revealed that, despite the ubiquitous surface expression of GM1 ganglioside throughout cell bodies and neurites, Abeta assembly initially occurred at the terminals of SNAP25-immunopositive neurites. Abeta assembly in the culture was completely suppressed by the coincubation of Abeta with the subunit B of cholera toxin, a natural ligand for GM1 ganglioside, or 4396C, a monoclonal antibody specific to GM1-ganglioside-bound Abeta (GAbeta). In primary neuronal cultures, Abeta assembly initially occurred at synaptophysin-positive sites. These results suggest that the cell-surface expression of GM1 ganglioside is strictly cell-type-specific, and that expression of GM1 ganglioside on synaptic membranes is unique in terms of its high potency to induce Abeta assembly through the generation of GAbeta, which is an endogenous seed for Abeta assembly in Alzheimer brain.     

Properties of a protein activator of glycosphingolipid hydrolysis isolated from the liver of a patient with GM1 gangliosidosis,Type 1

The heat stable protein activator of GM1 ganglioside hydrolysis was isolated from the liver of a patient with GM1 gangliosidosis, Type 1. It was found to be present at a level about 35 times that found in a liver sample from an age matched control. This activator protein was demonstrated to stimulate the hydrolysis of GM1 ganglioside and GA1 (asialo-GM1 ganglioside) in the presence of purified GM1 ganglioside β-galactosidase without the need for bile salt detergents. It could not stimulate the hydrolysis of two other galactosphingolipids, galactosylceramide and lactosylceramide, in the presence of the same enzyme. Lactosylceramide was a good substrate for this enzyme when sodium glycodeoxycholate was included in the assay. This activator protein had two isoelectric points pH 4.1 and 4.6, and it had an apparent molecular weight of 27,000 by gel filtration.     

GM1 locates to mature amyloid structures implicating a prominent role for glycolipid-protein interactions in Alzheimer pathology

While the molecular mechanisms underlying Alzheimer's disease (AD) remain largely unknown, abnormal accumulation and deposition of beta amyloid (Aβ) peptides into plaques has been proposed as a critical pathological process driving disease progression. Over the last years, neuronal lipid species have been implicated in biological mechanisms underlying amyloid plaque pathology. While these processes comprise genetic features along with lipid signaling as well as direct chemical interaction of lipid species with Aβ mono- and oligomers, more efforts are needed to spatially delineate the exact lipid-Aβ plaque interactions in the brain. Chemical imaging using mass spectrometry (MS) allows to probe the spatial distribution of lipids and peptides in complex biological tissues comprehensively and at high molecular specificity. As different imaging mass spectrometry (IMS) modalities provide comprehensive molecular and spatial information, we here describe a multimodal ToF-SIMS- and MALDI-based IMS strategy for probing lipid and Aβ peptide changes in a transgenic mouse model of AD (tgAPP_ArcSwe). Both techniques identified a general AD-associated depletion of cortical sulfatides, while multimodal MALDI IMS revealed plaque specific lipid as well as Aβ peptide isoforms. In addition, MALDI IMS analysis revealed chemical features associated with morphological heterogeneity of individual Aβ deposits. Here, an altered GM1 to GM2/GM3 ganglioside metabolism was observed in the diffuse periphery of plaques but not in the core region. This was accompanied by an enrichment of Aβ1–40arc peptide at the core of these deposits. Finally, a localization of arachidonic acid (AA) conjugated phosphatidylinositols (PI) and their corresponding degradation product, lyso-phosphatidylinositols (LPI) to the periphery of Aβ plaques was observed, indicating site specific macrophage activation and ganglioside processing.     

Cyclic AMP accumulation in HeLa cells induced by cholera toxin. Involvement of the ceramide moiety of GM1 ganglioside.

The influence of ceramide composition on the rate of GM1 association to HeLa cells has been investigated by incubating the cells in the presence of either native ganglioside or molecular species carrying highly homogeneous long chain base moieties, fractionated from native GM1. The GM1 ganglioside species carrying the unsaturated C18 long chain base moiety proved to have the fastest rate of association, whereas the saturated species carrying 20 carbon atoms had the slowest rate. After having increased the GM1 cell content (65-fold) by incubation with the various ganglioside species, the cells were incubated with cholera toxin and the time course of cyclic AMP accumulation was monitored. Remarkable differences among cells enriched with the various molecular species were found in the duration of the lag time preceding the accumulation of cyclic AMP, the shortest being displayed by the unsaturated C18 species. Moreover, the amount of cyclic AMP accumulated after a given time of incubation with cholera toxin was significantly higher when the C18:1-GM1 species was present than with native GM1. Fluorescence anisotropy experiments, carried out using the probe 1,3-diphenylhexatriene, show that the GM1 ganglioside ceramide moiety was also modifying the cell membrane fluidity of the host.     

Purification and characterization of GM1 ganglioside beta-galactosidase from normal feline liver and brain.

GM1 ganglioside beta-galactosidase (GM1-beta-galactosidase) was purified from normal cat brain and liver by a combination of classical and affinity procedures. The final preparation of brain GM1-beta-galactosidase was enriched over 2000-fold with a 36% yield. However, the product was shown to contain several components by disc gel electrophoresis. GM1-beta-galactosidase was also purified from liver with greater than a 30 000-fold enrichment and 40% yield. The liver enzyme was judged homogeneous by disc gel electrophoresis at pH 4.3, 8.1, and 8.9 and by gel chromatography. Both liver and brain GM1-beta-galactosidase(s) eluted as sharp symmetrical peaks from Sephadex G-200 with molecular weights of 250 000 +/- 50 000. The apparent Km determined for 4-methylumbelliferyl beta-D-galactopyranoside (4-MU-Gal) using partially purified brain GM1-beta-galactosidase was 1.73 X 10(-4) M. Liver GM1-beta-galactosidase gave a Km with 4-MU-Gal of 3.25 X 10(-4) M and for [3H]GM1 ganglioside a Km of 4.51 X 10(-4) M was calculated. The pH optima of brain and liver GM1-beta-galactosidase using 4-MU-Gal was 3.8-4.5. By contrast, liver GM1-beta-galactosidase gave a sharp activity peak at pH 4.2 with [3H]GM1 ganglioside. Inhibition by mercuric chloride and sensitivity to hydrogen peroxide and persulfate suggest the involvement of a sulfhydryl in catalysis.     

A procedure for the preparation of GM3 ganglioside from GM1-lactone

A simple procedure is described for preparing GM3 ganglioside, from a few milligrams to grams, from GM1-lactone (Sonnino et al., (1985) Glycoconjugate J 2: 343-54) [1]. The synthesis was carried out under the following optimal conditions: 30 mM GM1-lactone in 0.25 M H2SO4 in DMSO, 30 min, 70 degrees C, nitrogen atmosphere, strong stirring. The yield of GM3 was 55%. The procedure applied to milligram amounts of GD1b-dilactone gave GD3 ganglioside.     

Cholera toxin B subunit binding does not correlate with GM1 expression: a study using mouse embryonic neural precursor cells

Gangliosides, sialic acid-containing glycosphingolipids, are ubiquitously expressed in all eukaryotic cells and are primarily localized in the plasma membrane. Cholera toxin B subunit (Ctxb), a component of a heat-labile enterotoxin produced by Vibrio cholerae, has been frequently used as a probe to detect GM1 ganglioside because of its high affinity for this glycolipid. In this study, we evaluated the reactivity of Ctxb and the expression of GM1 in mouse embryonic neuroepithelial cells (NECs). Analysis of Ctxb reactivity of NECs based on flow cytometry revealed that about 80% of the cells are Ctxb positive. A detailed biochemical analysis, however, indicated that GM1 was expressed in NECs in barely detectable quantities. Thus, it was thought that reactivity of Ctxb in the NECs could arise from high-affinity interaction with GM1. Because Ctxb is commonly used as a reagent for flow cytometry and GM1 cell staining, we recommend that using this reagent alone would be inconclusive and that biochemical analysis of GM1 should also be performed to avoid overestimation of GM1 expression and/or mischaracterization of the ganglioside species.     

Inhibition of DNA Synthesis in C6 Glioma Cells Following Cellular Incorporation of GM1 Ganglioside and Choleragenoid Exposure

The B subunit of cholera toxin, which is multivalent and binds specifically to GM1 ganglioside on the cell surface, has previously been used as a ganglioside-specific probe to regulate DNA synthesis in thymocytes and fibroblasts. To explore in more detail this growth-regulatory action of gangliosides, C6 glioma cells (which are GM1 ganglioside deficient) were used as a model system. When cultures of C6 cells were first treated with GM1, followed by exposure to the B subunit, proliferation was inhibited, as measured by 3H-labeled thymidine incorporation into DNA. Pretreatment of the cells with 50 microM GM1 for 15 min (followed by washing with fetal calf serum) and incubation with 1 microgram/ml of B subunit for 21 h was sufficient to reduce DNA synthesis to 15% of control values (and confirmed by autoradiographic analysis), although maximal inhibition could be achieved with as little as 30 min exposure to B, followed by washing. Furthermore, the B subunit inhibited the response of the C6 cells to basic fibroblast growth factor only following GM1 pretreatment. The B subunit-induced inhibition of DNA synthesis was specific for the ganglioside GM1, and was unrelated to increases of cyclic AMP. These results demonstrate that cell-incorporated GM1 ganglioside may act as a receptor capable of undergoing a specific ligand interaction, subsequently affecting molecular processes at the nuclear level.     

Identity of GA1, GM1a and GD1b synthase in Golgi vesicles from rat liver

Synthesis of ganglioside GD1b from ganglioside GD2 was demonstrated using Golgi membranes isolated from rat liver. Competition experiments using gangliosides GA2, GM2 and GD2 as substrates, and as mutual inhibitors for ganglioside galactosyltransferase activity in preparations of Golgi vesicles derived from rat liver, suggested that galactosyl transfer to these three compounds, leading to gangliosides GA1, GM1a and GD1b respectively, is catalyzed by one enzyme. These results strengthen the hypothesis that the main site for the regulation of ganglioside biosynthesis occurs within the reaction sequence LacCer----GA3----GD3----GT3.