Metabolomic Analysis of Rat Brain by High Resolution Nuclear Magnetic Resonance Spectroscopy of Tissue Extracts

Summary

The neurochemistry of mammalian brain is changed in many neurological and systemic diseases. Characteristic profiles of cerebral metabolites can be efficiently obtained based on crude extracts of brain tissue. To this end, high-resolution NMR spectroscopy is employed, enabling detailed quantitative analysis of metabolite concentrations (metabolomics).

Abstract

Studies of gene expression on the RNA and protein levels have long been used to explore biological processes underlying disease. More recently, genomics and proteomics have been complemented by comprehensive quantitative analysis of the metabolite pool present in biological systems. This strategy, termed metabolomics, strives to provide a global characterization of the small-molecule complement involved in metabolism. While the genome and the proteome define the tasks cells can perform, the metabolome is part of the actual phenotype. Among the methods currently used in metabolomics, spectroscopic techniques are of special interest because they allow one to simultaneously analyze a large number of metabolites without prior selection for specific biochemical pathways, thus enabling a broad unbiased approach. Here, an optimized experimental protocol for metabolomic analysis by high-resolution NMR spectroscopy is presented, which is the method of choice for efficient quantification of tissue metabolites. Important strengths of this method are (i) the use of crude extracts, without the need to purify the sample and/or separate metabolites; (ii) the intrinsically quantitative nature of NMR, permitting quantitation of all metabolites represented by an NMR spectrum with one reference compound only; and (iii) the nondestructive nature of NMR enabling repeated use of the same sample for multiple measurements. The dynamic range of metabolite concentrations that can be covered is considerable due to the linear response of NMR signals, although metabolites occurring at extremely low concentrations may be difficult to detect. For the least abundant compounds, the highly sensitive mass spectrometry method may be advantageous although this technique requires more intricate sample preparation and quantification procedures than NMR spectroscopy. We present here an NMR protocol adjusted to rat brain analysis; however, the same protocol can be applied to other tissues with minor modifications.

Introduction

Murine models have been utilized extensively in brain research¹. Genotype-phenotype correlations have been investigated in mouse and rat brains by studying gene expression at the RNA and/or protein levels on the one hand, and morphological, functional, electrophysiological and/or behavioral phenotypes on the other^2-6. However, to completely understand the mechanisms linking phenotype to genotype, it is imperative to investigate the molecular events downstream of protein expression, i.e. the metabolism of the biochemical substrates upon which enzymes act⁷. This requirement led, over the past 10 to 15 years, to a renaissance of metabolic research in many branches of biology^8,9. While classical metabolic studies have often been focused on details of specific pathways, the new metabolomic approach is geared towards an all-encompassing investigation of the global metabolic profile of the tissue under consideration. One consequence of this concept is an obvious need for analytical tools that minimize bias towards specific metabolic pathways and/or classes of compounds. However, a classical biochemical assay is based on a particular chemical reaction of a specific analyte that needs to be specified before the assay is performed. By contrast, spectroscopic techniques such as nuclear magnetic resonance (NMR) spectroscopy and mass spectrometry (MS) (i) are based on particular molecular (physical) properties of biochemical compounds, each of which gives rise to one or several distinct signals in a spectrum detected in the course of one experiment; and (ii) detect a large number of different compounds per experiment.

Thus, each spectrum contains the combined information of a whole range of metabolites. For this reason, spectroscopic methods are adequate tools for metabolomics, as no prior selection needs to be made regarding the nature of the analyte to be measured⁸. As a consequence, these techniques naturally lend themselves to exploratory studies because they greatly facilitate the detection of unexpected metabolic changes.

Although NMR spectroscopy and MS can be used interchangeably for the analysis of many metabolites, each method possesses specific advantages and disadvantages that have recently been reviewed¹⁰. Briefly, NMR spectroscopy can usually be performed from crude extracts and does not require chromatographic separation of sample compounds before analysis. By contrast, MS works with gas or liquid chromatography (GC or LC) separation, except for particular recent developments such as mass spectrometry imaging. In a few special cases such as the analysis of sugars, LC separation may become a necessity for NMR spectroscopy as well, because the resonance lines of different sugars overlap significantly in proton (¹H) NMR spectra. Nevertheless, ¹H NMR spectroscopy without chromatographic separation remains the most popular, almost universally applied metabolomic NMR method. Generally, sample preparation is more time-consuming and complex for MS than it is for NMR spectroscopy. Serious problems due to matrix effects are much less common in NMR spectroscopy than in MS where they may lead to considerably attenuated signals. Metabolite quantitation can be achieved with either method. However, multiple standard compounds are needed for MS due to variations in matrix effects and ionization efficiencies between metabolites. By contrast, only one standard per sample is needed for an NMR spectroscopic analysis because under appropriate measuring conditions, the latter method is intrinsically quantitative thanks to the strictly linear NMR response by the observed nuclei. A major drawback of NMR is its relatively low sensitivity. MS, in particular LC-MS, is more sensitive than NMR by several orders of magnitude; for this reason, MS is to be preferred over NMR for the analysis of compounds occurring at very low concentrations. On the other hand, the nondestructive nature of the NMR experiment is a clear advantage over MS; in this way, NMR can be performed repeatedly on the same sample, e.g., for different NMR-active nuclei such as ¹H, phosphorus-31 (³¹P), carbon-13 (¹³C), fluorine-19 (¹⁹F) etc., as no material is consumed by NMR as opposed to MS measurements.

Both NMR and MS can be employed in different modes, each one being optimal for the detection of compounds with particular chemical characteristics. For instance, ³¹P NMR is often better suited than ¹H NMR for the analysis of moderately concentrated phosphorylated compounds, although almost all phosphorylated metabolites also contain protons. However, their ¹H NMR signals may be obscured by ¹H NMR signals from other, non-phosphorylated compounds, while the latter obviously do not cause background signals in ³¹P NMR spectra. In an analog situation, ¹⁹F NMR analysis is to be preferred for fluorinated compounds, e.g., fluorinated drugs (no background signals from endogenous metabolites), while the special case of ¹³C NMR is of interest almost exclusively if the fate of ¹³C-labeled exogenous metabolic precursors needs to be followed, due to the extremely low natural abundance of the ¹³C isotope (ca. 1%). Many mass spectrometers work in either negative ion mode or positive ion mode. Therefore, it is important to know ahead of the analysis whether the ions to be observed are negatively or positively charged. We focus here on a protocol for the analysis of the brain tissue metabolome by ¹H and ³¹P NMR spectroscopy because this method yields a large number of important metabolite concentrations at low cost in terms of (i) time needed for sample preparation and (ii) effort required for metabolite quantitation. All experiments can be performed using the equipment of a standard wet-chemistry laboratory and a high-resolution NMR spectroscopy facility. Further requirements are described in the Protocol section below.

Protocol

NOTE: ANIMAL ETHICS STATEMENT
Animal studies on rats followed the guidelines valid in France, and were approved by the local Ethics Committee (#40.04, University of Aix-Marseille Medical School, Marseille, France).

1. Harvesting and Freezing Rat Brain

1. Prepare items required: liquid nitrogen (N_2liq.) in Dewar that is large enough to keep a freezing clamp (at least 2-3 L volume); anesthetic (e.g., isoflurane, or ketamine/xylazine); anesthesia chamber; sterile dissection tools: surgical scissors, scalpel, forceps; tissue wipes and bottle with cleaning alcohol (ethanol); needles (25 G); 1 ml and 10 ml syringes. Label aluminum sheets (ca. 10 x 10 cm) with sticky tape. Use sheets to wrap individual freeze-clamped rat brains.
   NOTE: Always wear protective gloves and eye protection goggles or mask when handling liquid nitrogen!
2. Fill Dewar with N_2liq. and place freezing clamp in a Dewar. Make sure the amount of N_2liq in the Dewar is sufficient for repeated freeze-clamp procedures (several liters; the amount of N_2liq evaporating during each freeze-clamping depends on the size of the clamp).
3. Anesthetize animal (e.g., by isoflurane, or by intraperitoneal injection of a ketamine/xylazine mixture). Proceed to euthanasia by cardiac puncture to prevent bleeding when scalp is removed and skull is opened. Steps 1.4-1.7 below describe this standard procedure.
   NOTE: In special protocols requiring maximum preservation of glucose and high-energy metabolites, sacrifice rat by funnel-freezing the brain of the anesthetized animal with N_2liq¹¹ after retraction of the scalp. Then, dissect brain out of the skull under intermittent N_2liq to minimize post-mortem metabolism¹².
4. Moisten head of rat with cleaning alcohol. Use surgical scissors to (i) remove scalp, and (ii) open skull along cranial sutures.
5. Use forceps to open skull further, and to remove entire brain from underneath the open skull, positioning the head upside down. Remove quickly any visible traces of blood using tissue wipes. If brain hemispheres are metabolically and morphologically symmetric, it is convenient to use one of the hemispheres for metabolic analysis after separating it from the other hemisphere by incision with the scalpel. If required, use the remaining hemisphere for other brain studies such as histology.
6. Quickly remove freezing clamp from N_2liq-filled Dewar, place entire or half rat brain on one inner surface, clamp and immediately insert freezing clamp into N_2liq-filled Dewar while holding clamp firmly compressed. Ensure that steps 1.3-1.6 take no longer than 60 sec.
7. After 1-2 min remove freezing clamp from the Dewar, open clamp, loosen frozen brain tissue from clamp, and wrap frozen tissue in appropriately labeled aluminum sheet (see 1.1 above). Make sure that the label is legible and stays firmly in place after the sample is wrapped. Quickly place wrapped sample in N_2liq. Perform the entire procedure as quickly as possible to avoid thawing of frozen brain tissue.
8. Store frozen sample in N_2liq or in a freezer at -80 °C until metabolite extraction.
   NOTE: Whenever a biological sample is to be stored for more than one year, storage at N_2liq temperature is to be preferred over -80 °C. This also applies to the remainder of this protocol.

2. Preparation of Metabolite Extraction Procedure

1. Prepare tissue homogenizer and matching test tubes (e.g., 10 mm inner diameter, depending on the diameter of the homogenizer shaft; usually made of plastic). Use electrical homogenizers rather than manually driven homogenizers (tissue grinders). Prepare vortexer and laboratory balance.
2. Prepare bucket filled with crushed ice. Keep sufficient quantitites of methanol, chloroform and water on ice (4 ml each per 250-350 mg frozen brain tissue).
3. Prepare transfer pipettes and vials.
   1. Prepare glass vials (≥20 ml volume) with screw caps and place on ice (one vial per tissue extract). Fit screw caps with a Teflon septa resistant to chloroform.
   2. Prepare 5 ml plastic pipettes for dispensing methanol and water, and glass pipettes or Hamilton syringes for dispensing chloroform. Prepare additional plastic pipettes (5 or 10 ml volume) for transferring mixtures of tissue homogenate and methanol.
   3. Make sure all glassware is thoroughly rinsed with distilled water and carefully dried before use to remove traces of impurities, notably NMR-detectable formate and acetate.
4. Fill porcelain mortar with N_2liq, place porcelain pestle in mortar and refill with N_2liq. Nitrogen will evaporate until temperature of mortar and pestle is sufficiently low. Keep small amount of N_2liq in mortar.

3. Extraction of Metabolites

1. Remove frozen brain tissue sample from storage (N_2liq tank or -80 °C freezer). Then, immediately transfer tissue sample to mortar partially filled with N_2liq.
2. Use the N_2liq-cold pestle to break the frozen brain tissue into smaller pieces that easily fit into the test tubes used for tissue homogenization. To prevent pieces of frozen tissue from being projected out of the mortar in the process, break up the tissue while still being wrapped in aluminum sheet. Don't grind frozen tissue to powder as this would make transfer to the test tube more difficult (increased risk of water condensation). IMPORTANT: Throughout the entire procedure, add N_2liq to mortar as needed to keep the sample deep frozen.
3. Mix small pieces of frozen brain tissue thoroughly, weigh out 250-350 mg and transfer to a test tube filled with ice-cold methanol (4 ml for 250-350 mg brain tissue). Every time pieces of frozen tissue are added, homogenize these immediately with the tissue homogenizer.
   NOTE: Complete this entire procedure quickly to avoid (i) significant condensation of water on the sample which would lead to an overestimation of the sample weight, and (ii) heating and thawing of the sample. Individual tissue pieces should be in a frozen state at the beginning of the homogenization process.
4. After the last piece of the frozen rat brain sample has been added to the test tube and homogenized, transfer the homogenate to a ≥20 ml volume glass vial, close screw cap and let stand on ice for 15 min. If the volume of the test tube is not sufficiently large for ≥4 ml methanol, use a smaller methanol volume to homogenize a part of the frozen brain tissue, transfer the mixture to the glass vial and continue homogenizing the residual tissue pieces with fresh methanol. Make sure the total methanol volume is 4 ml per 250-350 mg brain tissue.
5. Add the same volume of ice-cold chloroform (i.e., 4 ml per 250-350 mg brain tissue) to homogenate, vortex thoroughly and let stand on ice for 15 min.
   NOTE: Always use ventilated chemical hood when handling volatile solvents, notably chloroform!
6. Add the same volume of water (i.e., 4 ml per 250-350 mg brain tissue) to homogenate, vortex thoroughly and let stand at -20 °C overnight.

4. Preparation of Phase Separation and Solvent Evaporation

1. Prepare cold centrifuge (4 °C, 13,000 x g at maximum radius) and centrifuge tubes. Ensure that the latter are ≥20 ml volume, resistant to chloroform, and can withstand centrifugal forces of 13,000 x g. Use dedicated glass centrifuge tubes but rinse (as all glass ware) with distilled water before use (see 2.3).
2. Prepare thoroughly rinsed glass Pasteur pipettes and an appropriate propipettor (bulb, manual pipette pump, automatic pipette aid/pipettor, etc.).
3. Prepare two additional thoroughly rinsed tubes (≥15 ml volume) per brain sample, one of which needs to be resistant to chloroform (made of glass or Teflon), the other one to methanol (made of plastic resistant to methanol, or glass).
4. Prepare solvent evaporation apparatus (commercially available or homebuilt). Ensure that this device provides a finely controlled stream of dry nitrogen gas that is directed onto the surface of an extract solution containing volatile solvents (methanol, chloroform).
5. Prepare two additional trays or buckets filled with ice: one for sample transport on ice, and another one for keeping samples cold during the evaporation process.
6. Prepare lyophilizer (freeze-dryer) and materials needed for lyophilization: (i) one 50 ml centrifuge tube or vacuum round bottom flask per extract, and (ii) N_2liq to freeze the aqueous phase of samples (≤0.3 L per sample). If centrifuge tube is used, also prepare wide-neck vacuum filter bottle suitable for lyophilizer.

5. Phase Separation and Solvent Evaporation

1. For complete phase separation, transfer the methanol/chloroform/water/brain tissue homogenate (see 3.6) to a chloroform-resistant centrifuge tube (≥20 ml volume) and centrifuge at 13,000 x g and 4 °C for 40 min.
   NOTE: Two phases will form, separated by a layer of precipitated protein. The lower (heavier) phase consists of methanol, chloroform and dissolved lipids, whereas the upper (lighter) phase consists of water, methanol and dissolved water-soluble metabolites.
2. Use a Pasteur pipette to transfer the upper phase to an appropriate ≥15 ml tube (plastic resistant to methanol, or glass). Keep on ice.
3. Use a fresh Pasteur pipette to transfer the lower phase to an appropriate ≥15 ml tube (glass or Teflon). Keep on ice.
4. Store the layer of precipitated protein at -80 °C if it is to be used for determination of total protein; or else discard.
5. Keep the tube with the water/methanol phase (see 5.2) on ice and evaporate methanol by directing a dry nitrogen stream onto the surface of the extract solution. Alternatively, gently bubble nitrogen through the extract solution. Terminate the evaporation process when nitrogen bubbling no longer causes volume reduction in the extract solution. At this time, continue with lyophilization (see 5.7), or freeze and keep sample at -80 °C with the tube closed (screw cap or Parafilm) until ready for lyophilization.
6. Place the tube with the methanol/chloroform phase (see 5.3) on ice and evaporate methanol by directing a dry nitrogen stream onto the surface of the extract solution. When all solvent is evaporated, terminate the process and keep the sample at -80 °C with the tube closed (screw cap or Parafilm) until ready for NMR analysis.
7. Prepare Aqueous Phase for Lyophilization
   1. After the end of the methanol evaporation process (see 5.5), transfer the sample to a thoroughly rinsed 50 ml centrifuge tube (if the sample is frozen, thaw before transfer). Alternatively, transfer to a vacuum round bottom flask.
   2. Freeze extract solution by rotating centrifuge tube (or round bottom flask) partially inserted in N_2liq such that the inner surface of the tube or flask is progressively covered by frozen liquid. Make sure no N_2liq. can enter the receptacle.
   3. When all the liquid is frozen, cover the tube with a punctured lid or screw cap to allow the vapor to escape, and place the tube in a wide-neck vacuum filter bottle.
   4. Start lyophilization after attaching the flask or bottle to the freeze-dryer.
8. Terminate the lyophilization process when the sample is entirely dry. Keep the sample at -80 °C in a closed tube (with a tight cap!) until used for NMR analysis.
   NOTE: Usually no more than 24 hr are needed for lyophilization. Several samples can be lyophilized simultaneously, depending on the design of the lyophilizer, and on whether centrifuge tubes in wide-neck bottles or round bottom flasks are used.

6. Preparation of NMR Samples

1. Store dried and lyophilized extracts at very low temperature (≤-80 °C). Re-dissolve lyophilizates for preparation of NMR samples immediately before NMR experiment.
   NOTE: Storing samples in solution and/or near room temperature may result in sample degradation!
2. Prepare an aqueous 200 mM solution of the chelating agent, trans-1,2-cyclohexyldiaminetetraacetic acid (CDTA), as follows:
   1. Add pure water (e.g., 20 ml) to a test tube or centrifuge tube, and add the amount of CDTA powder necessary to generate a 200 mM solution.
      NOTE: A substantial proportion of CDTA will not be soluble, because the pH is very low since the acid form of CDTA was used rather than a CDTA salt.
   2. Carefully add, step by step, increasing amounts of CsOH powder to the CDTA solution, and vortex thoroughly after each addition.
      NOTE: The soluble CDTA fraction will increase with increasing CsOH content in the aqueous solution. Avoid "overtitration", i.e. add less than the stoichiometric amount of CsOH to the CDTA solution.
   3. When nearly all the CDTA powder is dissolved, start measuring pH after each CsOH addition and thorough vortexing. Terminate CsOH addition when the final pH is reached (Table 1).
      NOTE: At this time, all the CDTA will be dissolved. The use of Cs⁺ as a counterion to CDTA is generally preferred over Na⁺ or K⁺. Cs⁺ is a soft Lewis acid due its large ionic radius, as opposed to Na⁺ and K⁺ that have smaller ionic radii and are hard acids. Consequently, Cs⁺ forms complexes with phosphates (hard bases) less readily than do Na⁺ and K⁺. This is advantageous for ³¹P NMR spectroscopy of phosphorylated metabolites because complexation tends to increase NMR linewidths, notably under conditions of slow to intermediate ion exchange.
3. For ³¹P NMR analysis of phospholipids (PL), dissolve dried lipids (see 5.6) in 700 µl of a solvent mixture consisting of deuterated chloroform (CDCl₃), methanol and the CDTA solution prepared as described in 6.2 (5:4:1 volume ratio). Transfer the sample to a microcentrifuge tube. Use direct-displacement (or positive-displacement) micropipette with chloroform-resistant tips in both steps.
   NOTE: Keep in mind that changing any of the following parameters will affect the appearance (chemical shift and line widths) of PL ³¹P NMR spectra ^13-17:
   (i) volume ratio CDCl₃ : MeOH : CDTA solution
   (ii) total solvent volume used
   (iii) pH of the aqueous component of the solvent
   (iv) CDTA concentration of the aqueous component of the solvent.
   NOTE: In general, fine-tuning of these sample parameters (Table 1) is not necessary, and should be performed with extreme care if desired in special cases. Changing the volume ratio between solvents easily results in the formation of a system consisting of two phases instead of one homogenous phase! The one-phase system was found to be more practical than the two-phase system in most applications^13,14.
4. For ¹H NMR analysis of water-soluble metabolites, dissolve lyophilizate (see 5.8) in 700 µl deuterium oxide (D₂O) containing 3-(trimethylsilyl)propionic-2,2,3,3-d4 acid sodium salt (TSPd₄) in the millimolar range (D₂O containing 0.05% TSPd₄ is commercially available). Transfer the sample to a microcentrifuge tube.
5. Adjust the pH of the resulting aqueous extract solution to 7.3 by adding small amounts (ca. 2 µl) of deuterium chloride (DCl) and sodium deuteroxide (NaOD) solutions. First, start with 0.02 N DCl or NaOD solutions. If 2 or 3 subsequent additions do not cause sufficient pH change, continue with 0.2 N DCl or NaOD solutions. Be careful not to overtitrate.
   NOTE: The overall amount of DCl or NaOD solution needed depends on the amount of brain tissue extracted; note this value for precise metabolite quantitation. In most cases the combined volumes of the added DCl and NaOD solutions should be virtually negligible (close to 1% of NMR sample volume).

7. Performance of the ³¹P NMR Experiment for Brain Phospholipid Analysis^13,14

1. For best results, use a multinuclear high-resolution NMR spectrometer (≥9.4 Tesla field strength, corresponding to 162 MHz ³¹P, or 400 MHz ¹H resonance frequencies). Besides the ³¹P coil, ensure that the ³¹P NMR probe possesses a ¹H coil for proton decoupling. Set temperature regulation of the NMR probe to desired target value (usually 25 °C).
   NOTE: Probe temperature may need 10-20 min to stabilize!
2. Centrifuge PL extract solution in microcentrifuge tube (see 6.3) at 4 °C and 11,000 x g for 30 min to spin down solid residues in the sample. Transfer 600 µl of the supernatant to a high-quality NMR tube (5 mm outer diameter).
3. Prepare appropriate coaxial insert stem filled with an aqueous 20 mM methylenediphosphonate (MDP) solution at pH 7.0 for chemical-shift referencing and quantitation. Place this insert in the NMR tube filled with PL extract solution.
4. Fit the NMR tube with the appropriate spinner and transfer to the NMR magnet. Now spin the sample at 15-20 Hz and wait until the sample has adjusted to the set temperature (ca. 10 min).
5. Carefully minimize magnetic-field inhomogeneity across sample by adjusting on-axis and off-axis shim coil currents¹⁸.
6. Set NMR spectrum acquisition parameters to optimal values, which may vary as a function of magnet field strength (for a 9.4 T system, see Table 1 for recommended parameter values).
7. Set number of transients per experiment (= NS).
   1. Set NS to about 80 (total duration of data acquisition ca. 20 min) if only the most prevalent PLs are to be quantitated with precision (phosphatidylcholine (PtdCho), phosphatidylethanolamine (PtdEtn), ethanolamine plasmalogen).
   2. Set NS to about 100-200 (total duration of data acquisition 1-2 hr) if less concentrated PLs are to be quantitated (alkyl-acyl-phosphatidylcholine, phosphatidylinositol, phosphatidylserine, phosphatidic acid).
   3. Set NS to about 1,500-2,000 (total duration of data acquisition 7-10 hr; overnight experiment) if very-low-concentration PLs are to be quantitated, e.g. phosphatidylinositol mono and diphosphates (PtdIP and PtdIP₂), cardiolipin, lyso-PLs, alkyl-acyl-phosphatidylethanolamine, and occasionally others.
8. After the end of spectrum acquisition, process free induction decay (FID) using optimized parameters. The values of these parameters vary as a function of magnetic-field strength, shim quality, and the PL signal to be quantified.
   1. To obtain best results for the whole range of PLs, repeat processing using multiple (at least two) different filtering procedures. Use strong resolution enhancement for strongly overlapping signals, e.g., for PtdCho and PtdEtn regions.
   2. Use strong filtering (weak or no resolution enhancement) for weak signals.
   3. Filter very weak and broad signals without significant overlap by apodization (e.g., LB = 3 Hz) to increase signal-to-noise ratio, e.g. PtdIP and PtdIP₂. See Table 1 for characteristic processing parameters.
9. Quantify the area of each PL signal with respect to the area under the signal of the reference compound (MDP) in the same spectrum.
10. Calibrate the signal of the reference compound (MDP) in a separate experiment, using a 5 mm NMR tube filled with (i) a phosphorus compound of known concentration, and (ii) the same coaxial insert stem used in PL ³¹P NMR experiments (see 7.3 and 7.9).
11. Calculate individual PL concentrations based on relative areas of PL signals on the one hand (see 7.9), and on calibration value obtained for MDP from coaxial insert on the other (see 7.10). Take into account that the number of phosphorus nuclei contributing to a particular ³¹P NMR signal may vary as a function of the molecular origin of that signal.
    NOTE: The MDP phosphonate signal (usually referenced to 19.39 ppm) represents two phosphorus nuclei, as does the cardiolipin phosphate signal. All other PL ³¹P NMR signals detected in brain extracts represent one phosphorus nucleus each.
12. Use statistics software as needed to compare brain PL levels between groups of animals.

8. Performance of the ¹H NMR Experiment for Analysis of Water-soluble Brain Metabolites

1. Set temperature regulation of the ¹H NMR probe to desired target value (usually 25 °C). See also remarks in 7.1.
2. Centrifuge the aqueous extract solution in microcentrifuge tube (see 6.5) at 4 °C and 11,000 x g for 30 min to spin down solid residues in the sample. Transfer 600 µl of the supernatant to a high-quality NMR tube (5 mm outer diameter).
3. Transfer NMR tube to NMR magnet, shim and set NMR spectrum acquisition parameters to optimal values as explained in 7.4-7.6. See also Table 1 for recommended parameter values.
4. Set the number of transients per experiment to about NS = 32 (total duration of data acquisition ca. 13 min). To obtain good signal-to-noise ratios for very weak signals, notably in the aromatic region, use NS = 64 (total duration of data acquisition ca. 26 min) or more.
5. After the end of spectrum acquisition, process free induction decay (FID) using optimized parameters. The values of these parameters vary slightly as a function of magnetic field strength, shim quality, and the metabolite signal to be quantified.
   NOTE: In most cases, it is sufficient to process each spectrum once, employing a set of processing parameters presenting a good compromise for all metabolite signals. See Table 1 for characteristic processing parameters.
6. Quantify the area of each metabolite signal (often a multiplet, sometimes overlapping with other singlets or multiplets stemming from different molecules) with respect to the area under the signal of the reference compound (TSP-d₄) in the same spectrum.
7. Calculate individual metabolite concentrations based on TSP-d₄ concentration (see 6.4). Take into account that the number of protons contributing to a particular ¹H NMR signal may vary as a function of the molecular origin of that signal. The TSP-d₄ trimethyl signal (referenced to 0.0 ppm) represents nine protons.
8. Use statistics software as needed to compare brain metabolite levels between groups of animals.

Results

To obtain best resolution in metabolic NMR spectra of brain and other tissue extracts, it has long been common practice to remove or mask metal ions (most importantly: paramagnetic ions) present in extract solutions. This has been achieved either by adding a chelating agent such as EDTA or CDTA to the extract¹⁹, or by passing the extract through an ion exchange resin such as Chelex-100²⁰. The results presented in Figure 1 demonstrate that this step is not necessary for ¹H...

Discussion

NMR spectroscopy is an efficient method for measuring concentrations of chemical compounds in solution in a very reproducible and accurate manner. However, to obtain high-quality data it is necessary to adhere to certain rules concerning sample preparation and analysis. In the determination of metabolite concentrations by NMR spectroscopy, neither the generation nor the reception of the NMR signal dominates the quantitation error, unless the intensity of an observed signal approaches the detection threshold (particularly...

Materials

Name	Company	Catalog Number	Comments
Isoflurane	Virbac	Vetflurane	Anesthetic for animals
Isoflurane vaporizer	Ohmeda	Isotec 3	Newer model available: Isotec 4
Scalpel, scissors, forceps, clamps	Harvard Apparatus Fisher Scientific	various various	Surgical equipment for animals
Freeze-clamp tool	homebuilt	n/a	Tong with aluminium plates, to be inserted in liquid nitrogen for cooling
Dewar	Nalgene	4150-4000
Liquid nitrogen	Air Liquide	n/a
Nitrogen gas	Air Liquide	n/a
Nitrogen evaporator	Organomation Associates	N-EVAP 111	Can be replaced by homebuilt device
Mortar	Sigma-Aldrich	Z247472
Pestle	Sigma-Aldrich	Z247510
Tissue homogenizer	Kinematica	Polytron	With test tubes fitting homogenizer shaft
Electronic scale	Sartorius	n/a
Methanol	Sigma-Aldrich	M3641
Chloroform	Sigma-Aldrich	366910
Glass centrifuge tubes	Kimble	45500-15, 45500-30	Kimax 15 ml, 30 ml tube
Microcentrifuge tubes	Kimble	45150-2	Kimax 2 ml tube; should replace "Eppendorf" tube if compatible with centrifuge rotor
Polystyrene pipettes	Costar Corning	Stripettes	5 and 10 ml volumes
Deuterochloroform	Sigma-Aldrich	431915	99.96% deuterated
Deuterium oxide	Sigma-Aldrich	423459	99.96% deuterated
Deuterium chloride	Alpha Aesar	42406	20% in deuterium oxide
Sodium deuteroxide	Sigma-Aldrich	164488	30% in deuterium oxide
Lyophilizer	Christ	Alpha 1-2
Cold centrifuge	Heraeus	Megafuge 16R
pH meter	Eutech Cybernetics	Cyberscan
CDTA	Sigma-Aldrich	D0922
Cesium hydroxide	Sigma-Aldrich	516988
NMR tubes	Wilmad	528-PP
NMR stem coaxial insert	Sigma-Aldrich	Z278513	By Wilmad
NMR pipettes	Sigma-Aldrich	Z255688
Pipettes	Eppendorf	Research	With tips for volumes from 0.5 to 1,000 μl
Pipet-Aid	Drummond	XP
NMR spectrometer	Bruker	AVANCE 400	including probe and other accessories
NMR software	Bruker	TopSpin 1.3	newer version available: Topspin 3.2
Water-soluble standard compounds	Sigma-Aldrich	various
Phospholipid standard compounds	Avanti Polar Lipids Doosan Serdary Sigma-Aldrich	various various various	Source for plasmalogens, but may be <70 - 80% purity
Methylenediphosphonate	Sigma-Aldrich	M9508
TSP-d4	Sigma-Aldrich	269913