All research involving human subjects must be approved by an institutional review board (IRB). IRB involvement is not necessary for regulatory-approved clinical use of 129Xe MRI. Before participating in a research study, prospective subjects must be provided with an approved informed consent document. The person obtaining consent must explain the contents of the document, including the purpose, procedures, benefits, and risks of the study, must answer any questions, and must obtain consent from the subject to proceed with the study as documented by the subject's signature on the informed consent document. In the case of pediatric subjects or other special circumstances, approved practices for obtaining consent must be followed. The protocol described below follows the guidelines of the IRB of the University of Virginia, and the example case subjects in this manuscript have signed the University of Virginia IRB-approved consent forms (IRB 13647, 16215, 16885, 19569).
1. Preparation of hardware and pulse sequences for 129Xe MRI
NOTE: The protocol steps under step 1 should be performed before scanning any human subjects. They do not need to be repeated for each subject.
- Verify that the MRI scanner is capable of multinuclear operation including 129Xe.
- Verify that the 129Xe radio-frequency (RF) coil can be connected to the MRI scanner, using a purpose-built coil-to-scanner interface box if required.
- Verify that suitable software (often called a coil file) for interfacing the 129Xe RF coil to the MRI scanner is installed if required by the scanner manufacturer.
- Prepare pulse sequences for 129Xe and 1H imaging as described below.
- For 129Xe calibration, prepare a non-localized, spectroscopic sequence comprising a series of free induction decays (FIDs) using the pulse sequence parameters provided in Table 1.
NOTE: The FIDs acquired at ~218 ppm (dissolved-phase frequency) are used primarily to determine parameters for dissolved-phase 129Xe MRI, which is not covered in the present work. However, these parameters are given so that one can develop a single standardized 129Xe calibration that suffices for 129Xe MRI scans of any type. Additionally, note that a separate calibration scan may not be needed for studies involving only 129Xe ventilation imaging once the site acquires sufficient experience. The 129Xe operating frequency can be accurately estimated by scaling the scanner-determined 1H frequency by the ratio of 129Xe to 1H gyromagnetic ratios, and the transmitter calibration can be estimated based on accumulated experience and subject weight.
- For 129Xe ventilation MRI, prepare a two-dimensional (2D) RF-spoiled gradient-echo sequence using the pulse sequence parameters provided in Table 2. Ensure that 129Xe is selected as the target nucleus.
- For conventional 1H anatomical MRI, prepare a single-shot turbo/fast spin-echo sequence or an RF-spoiled gradient-echo sequence using the parameters provided in Table 2.
NOTE: For 129Xe ventilation and 1H anatomical sequences, FOV and the number of slices are subject-specific. Choose these parameters at the beginning of the scan session in such a way as to ensure full coverage of the lungs in all three dimensions.
- Enable phase oversampling to mitigate potential aliasing of the arms into the imaging FOV.
- MRI scanner vendor limitations may prevent the operation of the single-shot turbo/fast spin-echo sequence at the coarse in-plane resolution suggested (4 mm x 4 mm). If this is the case, use a resolution that is an integer factor of the desired resolution (e.g., 2 mm x 2 mm).
NOTE: The 1H anatomical scan can alternatively be acquired using a 2D RF-spoiled gradient echo sequence. In this case, use the same parameters as the ventilation scan parameters given in Table 2 but enable phase oversampling to avoid aliasing of the arms into the imaging FOV.
- Verify the operation of the RF coil and pulse sequences outlined above by performing scans of a thermally polarized 129Xe phantom31 for 129Xe scans and a 1H phantom for 1H scans.
Parameter | Calibration |
TR | 15 ms |
TE | 0.45 ms (3 T), 0.8 ms (1.5 T) |
RF pulse | windowed sinc |
RF duration | 0.65-0.69 ms (3 T), 1.15-1.25 ms (1.5 T) |
Flip angle | 20Β° |
RF frequency | 218 ppm (dissolved-phase), 0 ppm (gas-phase) |
Dwell time | 39 ΞΌs |
Bandwidth | 25.6 kHz |
No. of samples | 256 (not including oversampling, if used) |
Readout duration | 10 ms |
Number of FIDs | 1 noise (no RF), 499 at dissolved-phase freq., 20 at gas-phase freq. |
Gradient spoiling | moment of at least 15 mT/m-ms (each axis, after each FID) |
Duration | ~8 s |
Table 1:Β Recommended pulse sequence parameters for 129Xe calibration. Parameters are given for a non-localized, spectroscopic 129Xe calibration pulse sequence.
Parameter | Ventilation | Anatomical |
Sequence type | RF-spoiled gradient-echo | Single-shot turbo/fast spin-echo |
TR | <10 ms | Infinite |
TE | <5 ms | <50 ms |
Echo spacing | N/A | 3-5 ms |
Excitation flip angle | 8-12Β° | 90Β° |
Refocusing flip angle | N/A | β₯90Β° (highest allowed within SAR limits) |
Slice thickness | 15 mm | 15 mm |
Slice gap | None | None |
Slice orientation | Coronal | Coronal |
Slice order | Sequential (anterior to posterior) | Sequential (anterior to posterior) |
Phase-encoding order | Sequential (left to right) | Sequential (left to right) |
NEX | 1 (up to 7/8 partial Fourier permitted) | Half Fourier |
Asymmetric echo | Allowed | N/A |
Voxel size | 4 x 4 x 15 mm3 | 4 x 4 x 15 mm3 |
Sampling duration per echo | 5-7 ms | 1-1.5 ms |
Scan duration | 8-12 s | β€16 s |
Table 2: Recommended pulse sequence parameters for 129Xe ventilation and 1H anatomical imaging. Parameters are given for a 2D RF-spoiled fast gradient-echo sequence for 129Xe ventilation imaging (first column) and a 2D single-shot turbo/fast spin-echo sequence for 1H anatomical imaging (second column). Note that the anatomical scan can alternatively be acquired using a 2D RF-spoiled gradient echo sequence. In this case, use the same parameters as the ventilation scan parameters given here, but add phase oversampling as needed to avoid aliasing of the arms into the imaging FOV. Also, note that the particular method for specifying receiver bandwidth varies across scanner manufacturers but that the correct value can be calculated for any scanner manufacturer from the given sampling duration per echo.
2. Screening and preparation of candidates for 129Xe MRI
- Ensure that there are no contraindications for MRI in the prospective subject by surveying them with an MR safety form. Supplementary File 1 depicts an example form used at the University of Virginia.
- Ensure that the prospective subject does not meet any exclusion criteria particular to 129Xe MRI examinations, which might include, but are not limited to: percent-predicted FEV1 less than 25%, a decompensated respiratory condition within the previous 6 weeks, chest circumference larger than the interior circumference of the 129Xe RF coil, and history of unstable cardiac disease.
NOTE: Additional criteria that do not indicate immediate exclusion but warrant careful individual consideration include: the need for significant supplemental oxygen at baseline (i.e., greater than 3 L/min by nasal cannula) and a history of neurologic disorder with baseline abnormalities.
- If performing lung diffusion testing (DLCO) or spirometry during the imaging visit, instruct the subject not to ingest carbonated beverages on the day of the study visit. If a subject uses prescribed respiratory medication, instruct them to delay or refrain from taking it if specified by the study protocol.
3. Preparation of hyperpolarizedΒ Β 129Xe doses
NOTE: Detailed 129Xe polarizer and polarization measurement station instructions are proprietary and specific to each vendor. The instructions below comprise a basic summary for general spin-exchange optical pumping 129Xe polarizer operation.
- Decide on a dose volume for the subject. Commonly, a total dose volume of 1 L is chosen for all subjects, and this total dose volume is specified in the FDA label for 129Xe MRI. However, current Xe MRI CTC recommendations30 suggest that the total dose volume (xenon plus either nitrogen or helium) should target 1/5th of the subject's forced vital capacity (FVC) to ensure a comfortable amount of gas to inhale for each subject and to minimize effects related to lung volume difference between subjects.
- If recent spirometry results are available for the subject, use these to determine 1/5th of FVC. If spirometry results are unavailable, estimate the subject's total lung capacity (TLC) based on height, sex, and race, and estimate the total dose as 1/6th of TLC.
- Decide on a volume of xenon gas to polarize.
NOTE: Target xenon volumes for each dose bag are given as dose equivalent (DE) volumes, which conceptually indicate the equivalent volume of 100% enriched, 100% polarized 129Xe gas. Conceptually, DE volume is directly proportional to the expected signal-to-noise ratio (SNR) of a 129Xe scan, and recommended DE volume will be higher or lower for certain 129Xe scan types based on the SNR required for that scan type.
- Calculate the DE volume for a given xenon dose as follows32:

where VXe is the total volume of xenon gas (all isotopes, not just 129Xe) in the dose, f129Xe is the 129Xe isotopic enrichment, and P129Xe is the 129Xe polarization.
- Choose the total necessary DE volumes for the set of 129Xe scans that will be performed. The recommended DE volumes for individual calibration and ventilation scans are 75-150 mL.
NOTE: For ventilation imaging, the SNR must be high enough to robustly distinguish between ventilated and non-ventilated image voxels. A DE volume of 50 mL is considered the absolute minimum for ventilation imaging30 to achieve an expected SNR of at least 20. For calibration scans, a DE volume as low as 25 mL may be acceptable if only the gas-phase signal is calibrated; at least 75 mL should be used if calibrating both the gas-phase and dissolved-phase signals.
- Use the total necessary DE volume, known 129Xe isotropic enrichment of the xenon gas, and estimated 129Xe polarization based on previous polarization runs to calculate the total required xenon gas volume for polarization. An example calculation is shown below for one ventilation scan (DE volume = 75 mL), assuming 129Xe isotopic enrichment of 85% and polarization of 20%32:

Perform this calculation for each xenon dose to determine the correct volume of polarized xenon gas to dispense into each dose bag.
- Subjects with low BMI (<21) have a higher risk of more profound central nervous system (CNS) effects following 129Xe inhalation than other subjects. Consult a physician before imaging low-BMI subjects and consider minimizing 129Xe dose volumes to avert these potential issues.
- Prepare the 129Xe polarizer according to all instructions supplied by the polarizer vendor.
- Steps may include the following, depending on polarizer vendor: ensure that the Helmholtz coil power supply is ON; evacuate the outlet manifold to clear any impurities; set up the liquid nitrogen dewar around/beneath the cold finger; turn ON power to the lasers and allow them to warm up; turn ON airflow to the oven, set the oven to the appropriate temperature using the oven controller, and allow the oven to warm up.
CAUTION: Liquid nitrogen can cause severe frostbite if it comes in contact with skin, eyes, or clothing, and high-intensity laser light can cause eye injury if impingent upon the eye without protection. Use appropriate caution and wear protective gear as needed.
- Ensure the 129Xe polarization measurement station is powered ON and the software is ready to measure dose polarization.
- Begin collection of hyperpolarized 129Xe by performing the following steps.
- Start nitrogen flow to the cold finger warming jacket.
- Start xenon mixture flow to the cold finger. Refer to polarizer performance curves in polarizer documentation to choose the optimal flow rate.
- Add liquid nitrogen to the dewar surrounding the cold finger.
- Record polarization start time on a data sheet to ensure accurate polarization volume.
- Once collection has started, adjust flow and oven controllers to maintain consistent flow rate and temperature, and add liquid nitrogen as needed to keep the dewar full.
- During xenon accumulation, prepare Tedlar dose bags for dose collection by repeatedly purging and evacuating bags at least 3x using the polarizer outlet manifold to minimize impurities and/or depolarizing gases in the bags.
- Once the appropriate time for collection of desired hyperpolarized 129Xe volume has elapsed, terminate hyperpolarized 129Xe collection as directed in the polarizer documentation.
- Thaw the frozen 129Xe that has precipitated in the cold finger, as described below.
- Attach a 129Xe dose bag to the xenon outlet on the outlet manifold.
- Carefully remove the liquid nitrogen dewar and replace it with a thawing vessel containing room temperature water.
- While thawing, monitor pressure continuously, opening the flow valve from the cold finger to the xenon outlet once the pressure reaches a threshold value given in the polarizer documentation and quickly closing the valve as the pressure drops.
- Continue dispensing sublimated xenon gas into the dose bag in this manner until the desired amount of xenon in the dose bag is reached.
- Add the buffer gas (nitrogen or helium) at this time if it was not added to the bag previously.
- Once all desired xenon and buffer gases are added to the bag, quickly close the pinch clamp on the bag tubing, close the xenon outlet valve, and detach the full-dose bag from the polarizer.
- Move the bag immediately to the magnetic field created by the Helmholtz coil pair of the 129Xe polarization measurement station.
CAUTION: Pressure will rapidly build in the cold finger as the xenon gas warms and sublimates, creating a potential explosion risk if pressure is allowed to build beyond safe limits. Follow the instructions for this step provided in polarizer documentation exactly, and wear eye protection while performing this step.
- Measure and record polarization in each dose bag at the 129Xe polarization measurement station, according to the instructions provided by the polarization measurement station vendor.
- Once polarization is measured, keep 129Xe dose bags in the magnetic field created by the Helmholtz coil pair of the polarization measurement station until ready to administer a dose to the subject.
4. Pre-scan preparation and coaching of subject
NOTE: It is recommended that if the subject receives a full exam that includes a six-minute walk test, the walk should not take place until after 129Xe MRI is completed to avoid fatiguing the subject in a manner that could potentially impact 129Xe MRI results. This is particularly relevant for patients with cardiopulmonary disease.
- Confirm that the subject has correctly carried out all pre-visit instructions as described in step 2, and that no changes to health that would meet any study exclusion criteria or constitute an MRI contraindication have occurred since the subject was screened.
- Perform all necessary physical tests on the subject, including an electrocardiogram (ECG); a collection of vitals including body temperature, heart rate, respiration rate, blood oxygen saturation (SpO2), and blood pressure; spirometry; and a DLCO test.
- Monitor these tests for any potential warning signs, including low SpO2 (<92%), elevated blood pressure, or significant deviation of test results from any existing baselines for the subject.
NOTE: These readouts, particularly baseline SpO2, are checked because of the expectation that mild transient oxygen desaturation will occur during 129Xe inhalation. For subjects with baseline SpO2 <92% or other warning signs, consult a physician to confirm the suitability of the subject for 129Xe MRI testing and whether to use supplemental O2 between 129Xe inhalations.
- Coach the subject in the correct 129Xe inhalation procedure, as described below.
- Prepare one or more Tedlar bags containing air for the subject to practice outside the scanner. Use an air volume that matches the total volume of xenon and buffer gas that will be inhaled from the bag during the actual study.
- Prepare nose clips for the subject to wear during breath-hold scanning. Fit the nose clips onto the subject's nose before the start of breath holds (both for practice and actual scanning).
- Coach the subject using one air-filled bag for each attempt, following the instructions below. The subject should begin inhaling the bag from a target volume of functional residual capacity. During the procedure below, monitor the subject's chest to confirm that they are executing the instructions as given.
- Have the bag ready, but do not administer it to the subject yet. Ask the subject to: Take a regular breath in. Breathe it out. Take a regular breath in. Breathe it out.
- Place the tube attached to the Tedlar bag into the subject's mouth. Hold the bag where the subject can inhale from it and open the valve. Ask the subject to: Breathe in. Breathe in. Breathe in.
- Once the subject has inhaled the entire bag contents, ask the subject to: Hold your breath. Immediately instruct the scanner operator to: Go!
NOTE: When scanning the subject, the scanner operator should start the scan upon hearing Go! This instruction is not intended for the subject (that is, they should remain still and continue holding their breath as instructed immediately beforehand) but does alert the subject that scanning is imminent.
- Wait for the scan to finish, or when practicing, for a count of 10-15 s, which is the approximate amount of time required for a typical 129Xe scan to elapse.
- Ask the subjectΒ to: Breathe. The subject exhales at this point. Coach the subject to take several deep breaths in and out at this point to facilitate quicker clearance of 129Xe from the lungs and a quicker return to normal oxygen saturation levels.
- Verify that the subject is able to carry out these instructions reliably. Consider excluding subjects who are unable to inhale the entire gas volume, unable to maintain breath-hold, or who persistently cough during breath-hold attempts during the test.
βNOTE: The outcome of this test is critical to determine likely imaging quality. This check for reliable subject compliance is particularly important in the contexts of pediatric imaging and imaging of severe lung disease, as subjects in either or both of these categories are more likely to struggle to reliably complete the required breath-hold.
5. Preparation of MRI scanner room and positioning of subject on scanner patient table
- Ensure that anyone who enters or might be expected to enter the MRI scanner room (subject and personnel) removes all metallic and/or electronic objects from their pockets and person prior to entering the scanner room.
- Prepare the 129Xe vest coil by plugging it into the scanner and placing it on the MRI scanner patient table.
- Instruct the subject to lie on the patient table in a feet-first supine position (or head-first supine, if better suited for the layout of the scanner room). Place pillows under the subject's head, knees, etc., in consultation with the subject to ensure that the subject can comfortably lie still throughout the examination.
- Secure the 129Xe vest coil around the subject's chest. Aim for the midline of the coil in the head-foot direction to lie as close as possible to the expected midline of the subject's lungs at a comfortable lung inflation level to avoid signal reductions at the periphery of the lungs.
NOTE: It is a common error to position the coil too far in the direction of the subject's feet. Positioning the coil as directed above may put the coil further toward the subject's head than might naively be expected. Additionally, the subject's arms may need to be positioned above their head and outside the coil if the subject's chest diameter necessitates this. The specific chest diameter above which this positioning is required will vary depending on specific scanner and coil hardware. For smaller subjects, arms can be positioned either above the head and outside the coil or at the sides and inside the coil.
- Set up an MRI-safe pulse oximeter next to the patient table in the MRI scanner room and connect the pulse oximeter probe to the subject. Verify that the pulse oximeter is reading correctly.
- Place a nasal cannula in the subject's nose (or, for a healthy subject, have one standing by in the scanner room) and connect it to an oxygen source to be used if the subject's SpO2 drops more than 10% for more than 2 min after dose inhalation. Place the oxygen tank and regulator in an MR-safe manner based on local safety policy within reachable distance.
- Advance the patient table into the MRI scanner, aligning the midline of the coil/subject's lungs to the scanner's isocenter.
6. Scanning procedure
- In the user interface on the MRI scanner, enter subject data and open the previously prepared (as described in step 1) 129Xe MRI protocol.
- Ensure that 129Xe doses have been prepared as described in step 3 and that 129Xe dose bags are in the magnetic field generated by the polarization measurement station's Helmholtz coil pair (or in an equivalent device) to minimize 129Xe depolarization rate.
- Perform a 1H localizer scan using a standard vendor-provided protocol (e.g., a three-plane localizer) as described below.
- Instruct the subject to take a comfortable, natural breath in and hold their breath. While the subject holds their breath, execute the localizer scan.
- View results of the localizer scan on the MRI scanner interface. If images show artifacts (e.g., if metal-containing clothing was not removed), resolve any issues and repeat the localizer. If the localizer FOV is poorly centered on the subject, reposition the subject and repeat. Once acceptable localizer images have been obtained, proceed to the next step.
- Perform initial pre-scan adjustments for 129Xe scans as described below.
- Set the initial 129Xe center frequency by dividing the 1H center frequency from the localizer by 3.61529 (the approximate ratio of the respective gyromagnetic ratios of 1H and 129Xe).
- Set the initial 129Xe transmitter setting based on calibration results from previous subjects with similar body habitus, scaling based on 1H reference voltage, or the subject's measured weight. Details of 129Xe transmitter settings are specific to the scanner and 129Xe coil manufacturers.
- Use the scanner's default shim settings for all 129Xe acquisitions.
- After performing the pre-scan adjustments described above, acquire the 129Xe calibration scan to find the 129Xe center frequency and transmitter settings as described below.
- Load the 129Xe calibration sequence from the prepared protocol. Ensure all pulse sequence parameters are as desired and set the scan execution setting such that the scan can be executed with a single click.
- Bring the 129Xe dose bag intended for the 129Xe calibration scan from the polarization measurement station into the scanner room. Hold or place the dose bag at the ready near the subject; avoid regions near the bore opening where the magnetic field strength changes rapidly.
- Assist the subject in inhaling the 129Xe dose from the bag, following the coached inhalation procedure outlined in step 4.
- Execute the scan immediately upon hearing Go! signaled by the individual assisting the subject.
- Monitor the subject while the scan proceeds. If the subject visibly exhales, coughs, moves, etc., repeat the scan if possible.
- As soon as the scan finishes, instruct the subject to exhale and breathe freely.
- Following the scan, monitor the subject's heart rate and SpO2 using the pulse oximeter and monitor for transient central nervous system effects (such as dizziness, light-headedness, euphoria, and paresthesia) via verbal communication with the subject.
NOTE: Almost all subjects will experience very mild CNS effects that require no intervention, with the exception of subjects with low body fat content, as referred to in step 3.2.
- Wait for any deviations from baseline to dissipate before administering another 129Xe dose. If no significant deviations from baseline occur, wait at least 2 min before administering another 129Xe dose.
NOTE: A typical time course of oxygen de-saturation and recovery is as follows: de-saturation starts 10-20 heartbeats after completing 129Xe inhalation, nadir occurs 20-30 heartbeats after completing inhalation, and recovery occurs within 45-50 heartbeats after completing inhalation. Most de-saturation resolves within 30 s of 129Xe inhalation and should be typically expected to entirely resolve within 2 min. Consult a physician if persistent de-saturation (greater than 10% of subject baseline) continues beyond 2 min, as it may be advisable to avoid giving any further 129Xe doses and/or end the study.
- Perform the 129Xe calibration analysis as described below (e.g., using a standalone analysis tool).
- Determine 129Xe center frequency using the spectrum from the first gas-phase FIDs.
- Determine 129Xe transmitter adjustment as described below.
- Fit the peak intensities of the 20 gas-phase FIDs to the following function30 and solve for the flip angle, Ξ±:

where SiΒ is the magnitude of the signal intensity resulting from the ith excitation, S0 is the magnitude of the signal intensity from the first excitation, and C is a noise offset parameter.
- Once Ξ± is obtained, scale the initial 129Xe transmitter setting for subsequent scans by 20Β°/Ξ±, assuming that 20Β° was used as the intended calibration flip angle as recommended in Table 1.
- Once final 129Xe pre-scan adjustments have been made and the subject is ready for the next 129Xe dose, perform the 129Xe ventilation scan as described below.
- Load the 129Xe ventilation sequence from the prepared protocol. Ensure all pulse sequence parameters are as desired and set the scan execution setting such that the scan will begin immediately following a single click.
- Select FOV size and center location based on the localizer results. Aim for the center of the FOV to coincide with the center of the lungs in all three dimensions and aim for the FOV to be large enough to comfortably contain the entire chest cavity, including the entirety of both lungs.
- Bring the 129Xe dose bag intended for the 129Xe ventilation scan from the polarization measurement station into the scanner room. Hold or place the dose bag at the ready near the subject; avoid regions near the bore opening where the magnetic field strength changes rapidly.
- Assist the subject in inhaling the 129Xe dose from the bag, following the coached inhalation procedure outlined in step 4.
- Execute the scan immediately upon hearing Go! signaled by the individual assisting the subject.
- Monitor the subject while the scan proceeds. If the subject visibly exhales, coughs, moves, etc., repeat the scan if possible.
- As soon as the scan finishes, instruct the subject to exhale and breathe freely.
- Following the scan, monitor the subject's heart rate and SpO2 using the pulse oximeter and monitor for transient central nervous system effects (such as dizziness, light-headedness, euphoria, and paresthesia) via verbal communication with the subject.
- Wait for any deviations from baseline to dissipate before administering another 129Xe dose. If no significant deviations from baseline occur, wait at least 2 min before administering another 129Xe dose.
- Perform 1H anatomical scan as described below.
- Load the 1H anatomical sequence from the prepared protocol. Ensure all pulse sequence parameters are as desired and set the scan execution setting such that the scan can be executed with a single click.
- Bring the dose bag filled with air and matched to the volume of the dose bag used for the 129Xe ventilation scan into the scanner room.
- Assist the subject in inhaling the air dose from the bag, following the coached inhalation procedure outlined in step 4.
- Execute the scan immediately upon hearing Go! signaled by the individual assisting the subject.
- Monitor the subject while the scan proceeds. If the subject visibly exhales, coughs, moves, etc., repeat the scan if possible.
- As soon as the scan finishes, instruct the subject to exhale and breathe freely.
7. Post-scan procedures
- Take measurements of the subject's vitals in the same manner as before the scan procedure. If any vitals become abnormal, instruct the subject to wait 30-60 min and/or until vitals return to near-baseline before departing.
8. Analysis of 129Xe MRI ventilation data
NOTE: The acquired 129Xe ventilation and 1H anatomical images should automatically be reconstructed on the MRI scanner computer using the vendor's default image reconstruction pipeline.
- Export 129Xe ventilation and 1H anatomical scans as DICOM image files using the minimum level of interpolation allowed (ideally none).
- Calculate ventilation defect percentage (VDP) with programming or image-analysis software using the following equation8:
- Determine ventilated volume by segmenting 129Xe ventilation scans, either manually or using one of a number of existing automated approaches33.
NOTE: A simple method for binarized segmentation of 129Xe images uses a threshold defined as follows8:

where "Mean signal" is the mean of the 129Xe signal intensity within a user-defined region-of-interest of strong 129Xe signal within the lungs, and "SD(Noise)" is the standard deviation of the 129Xe signal intensity within a region near the edge of the field-of-view located far from the lungs or trachea.
- Determine total lung volume by segmenting 1H anatomical scans, either manually or using existing automated approaches34.
- Once these segmentations are performed, calculate corresponding volumes as the number of segmented voxels times the image voxel volume (accounting for any interpolation performed when converting the images to DICOM files).