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. 2026 Aug 3;7(3):104761. doi: 10.1016/j.xpro.2026.104761

Protocol for cell-specific ratiometric quantification of apoplastic pH in Arabidopsis seedlings

Lu Xiong 1, Paloma Mas 1,2,3,4,∗
PMCID: PMC13469949  PMID: 42545849

Summary

Apoplastic pH dynamically regulates plant intercellular communication, but its measurement in internal tissues, such as the vasculature, remains technically challenging. Here, we present a protocol for ratiometric quantification of apoplastic pH in Arabidopsis seedlings using genetically encoded sensors. We describe seedling preparation, confocal imaging, and ratiometric image processing. Companion cell-specific expression of the pH sensor enables apoplastic pH readouts in the vasculature and supports in vivo comparative analyses of apoplastic pH across genotypes, treatments, and growth conditions in young seedlings.

For complete details on the use and execution of this protocol, please refer to Xiong et al.1

Subject areas: Cell biology, Microscopy, Plant sciences

Graphical abstract

graphic file with name ga1.jpg

Highlights

  • •

    Guidance on Arabidopsis seedling growth and sample preparation

  • •

    Workflow for confocal imaging using genetically encoded pH sensors

  • •

    Instructions for ratiometric image processing and analyses of relative apoplastic pH

  • •

    Steps for quantitative analysis of apoplastic pH specifically in companion cells


Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.


Apoplastic pH dynamically regulates plant intercellular communication, but its measurement in internal tissues, such as the vasculature, remains technically challenging. Here, we present a protocol for ratiometric quantification of apoplastic pH in Arabidopsis seedlings using genetically encoded sensors. We describe seedling preparation, confocal imaging, and ratiometric image processing. Companion cell-specific expression of the pH sensor enables apoplastic pH readouts in the vasculature and supports in vivo comparative analyses of apoplastic pH across genotypes, treatments, and growth conditions in young seedlings.

Before you begin

The apoplast is a highly dynamic extracellular compartment that contributes to the regulation of plant intercellular communication.2,3 Changes in apoplastic pH affect multiple physiological processes, including cell expansion, transporter activity, solute movement or the function of pH-sensitive cell-wall remodeling factors, making its quantitative assessment important for understanding plant growth, development and responses to stress.4,5,6 In this protocol, we describe the in vivo measurement of apoplastic pH in young Arabidopsis thaliana seedlings using the genetically encoded ratiometric sensor PM-Apo-Acidin4.7 Fluorescence ratio imaging with this sensor enables the quantitative analysis of apoplastic pH dynamics in intact plant tissues. The protocol described here includes an imaging workflow amenable to epidermal cells in the elongating hypocotyl. The use of the Commelina yellow mottle virus (CoYMV) promoter8,9,10 also enables expression of the sensor specifically in companion cells, allowing analyses of pH dynamics in the apoplast of phloem tissues in hypocotyls and roots. This approach provides substantially improved signal-to-noise ratios for reliable pH quantification in phloem-associated cells. The protocol also includes conversion of ratio values into relative pH estimates. In principle, the approach could also be applied to other tissues and developmental stages, provided that sensor expression, tissue accessibility and optical properties support accurate signal detection and ratiometric analysis.

Innovation

Quantitative ratiometric imaging of apoplastic pH in phloem companion cells of Arabidopsis seedlings is technically challenging due to tissue thickness and variable sensor signal intensity. Existing protocols primarily focus on epidermal tissues, limiting their applicability to phloem-specific analysis.4,7,11 This limitation is particularly relevant because apoplastic pH within the phloem influences processes such as solute transport, long-distance signaling and growth. The protocol presented here extends the usability of existing sensors by expressing the pH sensor under a cell-type specific promoter. The approach allows for sensitive and reproducible pH measurements in companion cells enabling comparative analyses among distinct genotypes and growing conditions. The in vivo imaging also preserves the native tissue context and allows apoplastic pH to be measured without the disruption caused by tissue excision or invasive manipulation. These features support robust and physiologically relevant analysis of apoplastic pH dynamics in the phloem.

Preparation of growth medium

Inline graphicTiming: 2–4 h

  • 1.
    Prepare Murashige and Skoog (MS) medium.
    • a.
      Dissolve 4.4 g/L MS salts and 0.5 g/L MES hydrate (2-(N-morpholino)ethanesulfonic acid monohydrate) in distilled water. Adjust the pH to 5.8 using 1 M KOH.
    • b.
      Add agar to a final concentration of 1% (w/v), then autoclave.
    • c.
      After sterilization, allow the medium to cool to approximately 50–60°C. Pour the medium into sterile Petri dishes under aseptic conditions, in a laminar flow hood, to prevent contamination.
    • d.
      Allow the medium to cool and solidify at room temperature. Seal the plates with parafilm and store at 4 °C for up to 4 weeks. Plates can be also used immediately.

Note: Sugar can be added according to experimental needs. Agar concentration can also be adjusted depending on the desired medium firmness. For liquid MS medium, agar should be omitted.

Preparation and growth of Arabidopsis seedlings

Inline graphicTiming: 1–2 weeks

  • 2.
    Seed sterilization and plating.
    • a.
      Place at least 100 Arabidopsis thaliana seeds in a sterile microcentrifuge tube and add 70% ethanol to cover the seeds. Invert gently for 1 minute.
    • b.
      Carefully remove the ethanol with a pipette and add sterilization solution, for example 15% (v/v) commercial bleach containing 0.01% Tween-20. Invert the tube occasionally for 10 min.
    • c.
      Remove the bleach solution with a pipette and rinse the seeds with 1 mL sterile distilled water. Repeat the rinse step 4 times to remove all traces of bleach and keep the seeds in a small volume of sterile water until sowing.

Note: For this protocol, we use seedlings expressing the pH sensor (PM-Apo-Acidin4)7 either under the constitutive Cauliflower Mosaic Virus 35S promoter12 (35S::PM-Apo-Acidin4). or under the Commelina yellow mottle virus (CoYMV) promoter,8,9,10 which drives companion-cell-specific expression (CoYMV::PM-Apo-Acidin4).

Note: Avoid sterilizing very large numbers of seeds in a single tube, as this may reduce sterilization efficiency. For example, >2000 seeds per tube may result in incomplete sterilization.

  • 3.
    Sowing and stratification.
    • a.
      Prepare a seed suspension in sterile water using a water-to-seed volume ratio of approximately 1:1 to 1.5:1. Gently mix the seeds with a sterile pipette tip to ensure uniform dispersion.
    • b.
      Using a pipette fitted with a sterile tip, transfer small droplets of the seed suspension onto the surface of the solid MS medium.
    • c.
      Cover the plates with their lids and seal the edges with laboratory tape, such as Micropore tape, to prevent accidental opening while allowing gas exchange and minimizing contamination.
    • d.
      Wrap the plates with aluminum foil to maintain darkness and incubate at 4 °C for 4 days to synchronize germination.

Note: All seed handling and sowing steps should be performed in a sterile laminar flow hood to maintain aseptic conditions. Handle plates and pipettes carefully, avoid touching the medium surface, and minimize exposure of open plates to air to reduce contamination.

Note: Deposit seeds individually, leaving enough space between seeds to avoid crowding. For example, on a 12 × 12 cm square plate, seeds can be arranged in a single row along the center of the plate, avoiding the 1 cm border at the edges (Figure 1A).

  • 4.
    Seedling growth.
    • a.
      Transfer the plates to a growth chamber and grow seedlings under the desired conditions (Figure 1B).
    • b.
      Grow seedlings until the desired developmental stage.

Note: Light intensity, photoperiod and plate inclination can be adjusted according to experimental needs. For example, in our diel experiments, plates were placed at an inclination of approximately 70° and seedlings were grown under 12 h light / 12 h dark cycles at 22 °C and 15 μmol m–2 s–1.

Note: Three-day-old seedlings can be used for imaging hypocotyl companion cells and epidermal cells. Eight-day-old seedlings can be used for imaging the root meristem phloem in 35S::PM-Apo-Acidin4 lines.

Inline graphicCRITICAL: Ensure uniform seed germination and seedling growth. Use healthy seedlings to obtain reliable and reproducible sensor signal.

Inline graphicCRITICAL: For analyses of hypocotyl companion cells, low-intensity light, approximately 15 μmol m–2 s–1, might be better to prevent hypocotyl thickening and maintain optical clarity for imaging.

Figure 1.

Figure 1

Schematic illustration of the experimental workflow for Arabidopsis seed sowing, seedling growth and sample preparation for confocal imaging

(A) Arabidopsis seeds are sown on solid MS medium. A pipette is used to dispense small droplets of seed suspension onto the plate, and seeds are distributed individually to avoid crowding.

(B) Seeds are grown under controlled conditions until seedlings reach the desired developmental stage.

(C) Seedlings are transferred onto a microscope slide, mounted in a small drop of liquid MS medium and covered with a coverslip.

Key resources table

REAGENT or RESOURCE SOURCE IDENTIFIER
Chemicals, peptides, and recombinant proteins

Murashige & Skoog basal medium with vitamins Duchefa Biochemie M0222
2-(N-morpholino) ethanesulfonic acid hydrate (MES hydrate) Sigma-Aldrich M8250
Plant agar Duchefa Biochemie P1001
Potassium hydroxide (KOH) Merck 1.05033
Ethanol 70% v/v Scharlab ET0001005P
TWEEN-20 Sigma-Aldrich P1379
Commercial bleach LEJIAS PONS LEJ3019

Experimental models: organisms/strains

Arabidopsis thaliana: PM-Apo-Acidin4/Columbia Moreau et al2 N/A
Arabidopsis thaliana: CoYMV:: PM-Apo-Acidin4/Columbia Xiong et al1 N/A

Software and algorithms

ZEN Zeiss http://www.zeiss.com
Fiji (ImageJ) Life-Line version (2015 December 22) Fiji (ImageJ) https://imagej.net/software/fiji/downloads
FIJI-MACRO FOR RATIOMETRIC IMAGE CONVERSION Barbez et al4 N/A

Other

LSM 980 laser scanning confocal microscope (integrated with the Zeiss Elyra 7 platform) Zeiss LSM 980
Objective LD LCI Plan-Apochromat 40x/1.2 Imm Corr DIC M27 Zeiss Item no. 420862-9970-000
Ultrapure water system Thermo Scientific Nanopure Diamond D11901
Precision balance Ohaus OH30429812-1EA
Borosilicate glass reagent bottles with polypropylene cap and pouring ring Pyrex 1516
PIPETMAN P1000 pipette GILSON F144059M
Pipette tips (1250 μL) VWR International Eurolab 613–6439
Fine forceps (Dumont Tweezers #55) Bionic Iberica 11295–51
Square petri dish (120 × 120 mm) BELLES DIAGNOSTIC 200204
Microscope Slides (26×76 mm) Epredia SuperFrost 17214894
Coverslips (24×50 mm) ACEFE, S.A.U. COVN-050-1K0
Plant growth chamber Inkoa Sistemas LRmAIT-RS485
Aluminum foil Nerium Scientific LM-0403
Parafilm FISHER SCIENTIFIC 11762644
Micropore tape 3M 115–8172
Laminar flow hood Telstar AH-100
Autoclave Matachana S1000

Materials and equipment

Potassium hydroxide (KOH) solution (1 M)

Reagent Final concentration Amount
Potassium hydroxide (KOH, ≥85% basis) 1M 6.6 g
Milli-Q water N/A To 100 mL
Total N/A 100 mL

Note: The mass of KOH was adjusted according to the stated purity (≥85% basis). Dissolve KOH pellets in approximately 70–80 mL of Milli-Q water under stirring. The dissolution process is strongly exothermic. Allow the solution to cool to room temperature before adjusting the final volume to 100 mL with Milli-Q water. The solution was prepared in a chemical-resistant container and stored tightly closed at room temperature.

Murashige and Skoog (MS) media

Reagent Final concentration Amount
Murashige & Skoog basal medium with vitamins 4.4 g/L 4.4 g
MES hydrate 0.5 g/L 0.5 g
Plant agar 1% (m/v) 10 g
Milli-Q water N/A To 1 L
Total N/A 1 L

Note: Adjust the pH to 5.8 using 1 M KOH before adding agar. For liquid MS medium, agar is omitted. Autoclave to sterilize. Allow the medium to cool until it can be handled safely, then pour into Petri dishes. Solidified media can be stored at 4°C for up to 4 weeks.

Sterilization solution

Reagent Final concentration Amount
Commercial bleach 15% (v/v) 15 mL
Tween-20 0.01% (v/v) 0.1 mL
Milli-Q water N/A To 100 mL
Total N/A 100 mL

Step-by-step method details

Preparation of Arabidopsis seedlings for imaging

Inline graphicTiming: 1 min

This step prepares seedlings on a microscope slide for confocal imaging.

  • 1.

    Using fine forceps, gently transfer 3-day-old or 8-day-old seedlings from MS plates to a microscope slide.

  • 2.

    Add a small drop of liquid MS medium to prevent desiccation. Use the same medium composition as in the growth plates, without agar, unless the experiment requires a specific treatment medium.

  • 3.

    Carefully place a coverslip over the seedling (Figure 1C) and immediately proceed to imaging.

Note: Maintaining the same medium composition during imaging preserves physiological conditions comparable to those used for seedling growth and minimizes perturbations, including changes in external pH conditions.

Inline graphicCRITICAL: Do not apply excessive mechanical pressure when placing the coverslip as this may damage the seedling or alter tissue morphology. Avoid bubble formation, as bubbles can interfere with imaging.

Confocal imaging of PM-Apo-Acidin4

Inline graphicTiming: 2–5 min per sample

This step acquires confocal images suitable for ratiometric analysis.

  • 4.

    Turn on the confocal microscope (we used a LSM 980 laser-scanning confocal microscope integrated with the Zeiss Elyra 7 platform). Allow the laser system to stabilize.

  • 5.

    Select the 40× water-immersion objective (LD LCI Plan-Apochromat 40x/1.2 Imm Corr DIC M27) for imaging.

  • 6.

    Locate the region of interest under brightfield or low laser power fluorescence mode.

  • 7.
    Set up two-channel acquisition for ratiometric imaging:
    • a.
      Excite SYFP2 at 488 nm and collect emission at 510–554 nm.
    • b.
      Excite mRFP at 561 nm and collect emission at 580–650 nm.
  • 8.
    Configure confocal acquisition parameters:
    • a.
      Set GaAsP-PMT detection or appropriate detector type.
    • b.
      Set pinhole to 1 Airy Unit (AU) for each channel.
    • c.
      Set laser power at 2%–5%.
    • d.
      Set detector gain at 750–850 or adjust according to the microscope and signal intensity.
    • e.
      Set LSM scan speed at 6 (pixel dwell time: 4.10 μs).
    • f.
      Set scan direction at bidirectional.
    • g.
      Enable averaging at 2.
  • 9.

    Acquire two-channel images simultaneously for the region of interest.

  • 10.

    Adjust laser power and detector gain to avoid pixel saturation.

  • 11.

    Export raw two-channel images without additional processing.

Note: The imaging parameters listed above were optimized for the ZEISS LSM 980 confocal microscope used in this study and are provided as a reference. Laser power, detector gain, scan speed, and detector settings may require adjustment depending on the microscope configuration, detector type, objective lens, and sample fluorescence intensity. A critical requirement is to obtain sufficient signal while preventing detector saturation and minimizing photobleaching.

Note: Appropriate controls for ratiometric imaging include wild-type seedlings lacking the fluorescent reporters to assess background autofluorescence and lines expressing a single fluorescent protein to evaluate potential spectral bleed-through between channels.

Note: Use SYFP2 as channel 1 and mRFP as channel 2. This channel order is required for the image-processing macro to calculate the ratiometric signal by dividing channel 1, excited at 488 nm, by channel 2, excited at 561 nm.

Inline graphicCRITICAL: Ensure that pixel intensities are not saturated in either channel, as saturation will lead to inaccurate ratiometric calculations.

Inline graphicCRITICAL: Maintain identical imaging settings (laser power, gain, pinhole, scan speed, etc.) across all samples in the same experiment to ensure reliable comparative ratiometric analyses.

Ratiometric image processing and quantification of apoplastic pH

Inline graphicTiming: 5–10 min per batch (20 images)

This step generates ratiometric images and quantitative outputs from two-channel confocal data using a Fiji-based macro for semi-automated processing and analysis.4

  • 12.
    Organize image files for batch processing.
    • a.
      Place raw two-channel images in a source folder (Folder 1).
    • b.
      Create an empty destination folder (Folder 2) for output files.
  • 13.

    Open Fiji (ImageJ, Life-Line version, 22 December 2015).

  • 14.
    Load and run the ratiometric analysis macro.
    • a.
      Navigate to Plugins → New → Macro (Figure 2A).
    • b.
      Paste the macro code into the editor window (see Data S1 for the full script) (Figure 2B).
    • c.
      Click “Run” (Figure 2B).
    • d.
      Select Folder 1 as the source folder containing images to process (Figure 2C).
    • e.
      Select Folder 2 as the destination folder for output files (Figure 2D).
    • f.
      During processing, manually adjust the threshold for each image when prompted, then click “OK” to continue.
  • 15.
    Locate output files in Folder 2:
    • a.
      ratio.tif: raw ratiometric image (32-bit) for quantitative analysis.
    • b.
      calibration.tif: color-coded image with a lookup table (LUT) and calibration bar for visualization.
  • 16.

    Import ratio.tif into Fiji using drag-and-drop or File → Open.

  • 17.

    Select the region of interest (ROI) and measure the mean gray value to obtain relative apoplastic pH values.

Note: The Fiji macro used here is adapted from a previously published ratiometric imaging workflow4 (see Data S1 for full script).  In this macro, segmentation and mask generation are performed using channel 2 (mRFP; Segment = 2 in the script). Key processing steps include Gaussian smoothing, Laplacian of Gaussian filtering, background subtraction, and user-defined thresholding prior to mask generation.

Note: The accuracy of apoplastic pH measurements in epidermal cells can be validated using HPTS (8-hydroxypyrene-1,3,6-trisulfonic acid trisodium salt) staining.4

Inline graphicCRITICAL: Always use raw, unprocessed images exported directly from the microscope. Prior image manipulation may distort channel intensities and alter ratiometric values.

Inline graphicCRITICAL: Key parameters (e.g., Segment, Blur, Laplace, Backsubtract, min, max) are predefined within the macro and can be adjusted before running, depending on image quality and experimental conditions. The min and max values should be optimized to match the dynamic range of the dataset for proper visualization.

Inline graphicCRITICAL: Maintain identical imaging settings across samples, since ratiometric analysis assumes comparable acquisition conditions. The same display range (min/max) must be applied to all samples within one experiment to ensure comparability.

Figure 2.

Figure 2

Workflow for ratiometric image analysis using a custom macro in ImageJ/Fiji

(A) Opening the macro editor in ImageJ/Fiji via Plugins → New → Macro.

(B) Pasting the ratiometric analysis macro into the editor window and running the script. The full macro code is provided in Data S1.

(C) Selecting the source folder, Folder 1, containing the images to be processed.

(D) Selecting the destination folder, Folder 2, for saving the output files.

Expected outcomes

Completion of this protocol generates high-quality ratiometric images of apoplastic pH in Arabidopsis seedlings with cell specificity. Two-channel confocal images are processed into ratio files for pixel-wise quantification of the SYFP2/mRFP ratiometric signal, which can be used as a relative readout of apoplastic pH, and into color-coded ratiometric images for visualization (Figure 3). In young seedlings, companion cell-specific expression of PM-Apo-Acidin4 enables reliable signal detection in phloem-associated cells, where the tissue remains sufficiently thin for confocal light penetration and fluorescence detection. In eight-day-old seedlings, constitutive expression of PM-Apo-Acidin4 enables visualization of the root phloem near the root tip, where sieve elements are sufficiently developed and relative differences in apoplastic pH-associated sensor signal can be detected. The processed images enable quantitative measurement of relative ratiometric values and visual assessment of pH-associated signal distribution across distinct cell types. This supports comparative analyses between genotypes, treatments or developmental stages, and can be applied to both single-time-point and time-course experiments.

Figure 3.

Figure 3

Confocal images and color-coded ratiometric output images

Confocal images of the 488 nm and 561 nm channels and the corresponding color-coded ratio image showing apoplastic pH in the root phloem of seedlings expressing the CoYMV::PM-Apo-Acidin4 pH sensor. Scale bar, 5 μm.

Limitations

This protocol enables cell-specific ratiometric quantification of apoplastic pH in Arabidopsis seedlings, but several limitations should be considered. First, signal detection is constrained by tissue thickness and confocal imaging depth. For companion cell-specific PM-Apo-Acidin4 expression, young seedlings provide optimal conditions because the hypocotyl phloem remains sufficiently thin for reliable fluorescence detection. In older seedlings, increased tissue thickness can reduce light penetration and compromise imaging of deeper vascular layers. Second, constitutive PM-Apo-Acidin4 expression generates broad fluorescence across multiple cell types, which limits cell-type resolution compared with cell-specific expression. Third, this method provides relative rather than absolute pH measurements. Therefore, consistent imaging settings and analysis parameters are required for accurate comparisons across samples.

Troubleshooting

Problem 1

Weak or undetectable fluorescence signal (related to step 9).

Potential solution

  • •

    Increase laser power or detector gain while avoiding pixel saturation.

  • •

    Confirm correct excitation/emission settings for both channels (488 nm and 561 nm).

  • •

    Ensure seedlings remain hydrated during mounting (steps 1–3).

Problem 2

Phloem near the root tip in 35S::PM-Apo-Acidin4 seedlings is not clearly resolved (steps 9–11).

Potential solution

  • •

    Use older seedlings (e.g., ∼6–8-day-old) to ensure proper phloem development.

  • •

    Focus on regions close to the root tip where phloem structure is more distinguishable.

  • •

    Adjust the focal plane carefully to identify vascular strands.

Problem 3

Reduced amplitude of pH changes detected in hypocotyl epidermal cells (steps 12–17).

Potential solution

  • •

    Use younger seedlings, as hypocotyl elongation is more active and pH differences are more pronounced.

Problem 4

Apparent lack of color differences (steps 14–15).

Potential solution

  • •

    Apply identical min/max settings across all samples within the same experiment to ensure visual comparability.

  • •

    Avoid using overly broad ranges (e.g., 0–3) when actual values fall within a narrower interval.

Problem 5

Variability between samples reduces statistical confidence (steps 17).

Potential solution

  • •

    Analyze multiple regions of interest (ROIs) per seedling.

  • •

    Analyze multiple seedlings per biological replicate.

  • •

    Avoid selecting biased regions during quantification.

  • •

    Apply the same ROI selection criteria across all samples.

Resource availability

Lead contact

Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Paloma Mas (paloma.mas@cragenomica.es).

Technical contact

Technical questions on executing this protocol should be directed to and will be answered by the technical contact, Paloma Mas (paloma.mas@cragenomica.es).

Materials availability

This study generated PM-Apo-Acidin4 companion cell-specific Arabidopsis line. Seeds and the plasmid are readily available upon request to the lead contact, Paloma Mas (paloma.mas@cragenomica.es).

Data and code availability

This study did not generate new data or code.

Acknowledgments

We thank Prof. B.G. Ayre (University of North Texas, USA) for the pGPTV-CoYMVp::CmR-ccdB vector, and Prof. N. Paris (IPSiM, Univ Montpellier, France) for the PM-Apo-Acidin4 seeds and vectors. We also thank the CRAG microscopy facility for access to confocal imaging equipment. The Mas laboratory is funded with research grant PID2022-137770NB-I00 from MCIU/AEI/10.13039/501100011033 and “ERDF/EU,” from the Ramon Areces Foundation, as well as through the SGR Program (2021-SGR-01131), funded by the Secretaria d’Universitats i Recerca del Departament d'Empresa i Coneixement de la Generalitat de Catalunya (AGAUR). The Mas laboratory acknowledges financial support from grants SEV-2015-0533 and CEX2019-000902-S funded by MICIU/AEI/10.13039/501100011033 and by the CERCA Programme/Generalitat de Catalunya. L.X. was a recipient of a CSC fellowship funded by the China Scholarship Council.

Author contributions

Conceptualization, P.M.; investigation, L.X.; writing – original draft, L.X. and P.M.; writing – review and editing, L.X. and P.M.; funding acquisition, P.M.; supervision, P.M.

Declaration of interests

The authors declare no competing interests.

Footnotes

Supplemental information can be found online at https://doi.org/10.1016/j.xpro.2026.104761.

Supplemental information

Data S1. Fiji macro for semi-automated ratiometric image analysis (adapted from Barbez et al4), related to step14
mmc1.pdf (146KB, pdf)

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Data S1. Fiji macro for semi-automated ratiometric image analysis (adapted from Barbez et al4), related to step14
mmc1.pdf (146KB, pdf)

Data Availability Statement

This study did not generate new data or code.


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