Summary
Macrophage migration inhibitory factor (MIF) and D-dopachrome tautomerase (D-DT or MIF-2) are two proteins serving a key role in the pathogenesis of multiple disorders, including cancer.1 Here, we present a protocol for the purification and enzymatic characterization of MIF and D-DT using keto-enol tautomerase activity. This approach measures enzymatic activity through the formation of an enol-borate complex. We describe steps for expressing and purifying proteins, preparing the 96-well microplate, and assay implementation including monitoring of keto-enol tautomerase activity.
For complete details on the use and execution of this protocol, please refer to Parkins et al.2,3
Subject areas: Health Sciences, High Throughput Screening, Protein expression and purification
Graphical abstract

Highlights
-
•
Systematic protocol for the purification and enzymatic characterization of MIF/D-DT
-
•
Describes common pitfalls and potential solutions
-
•
Includes user-friendly procedures
Publisher’s note: Undertaking any experimental protocol requires adherence to local institutional guidelines for laboratory safety and ethics.
Macrophage migration inhibitory factor (MIF) and D-dopachrome tautomerase (D-DT or MIF-2) are two proteins serving a key role in the pathogenesis of multiple disorders, including cancer.1 Here, we present a protocol for the purification and enzymatic characterization of MIF and D-DT using keto-enol tautomerase activity. This approach measures enzymatic activity through the formation of an enol-borate complex. We describe steps for expressing and purifying proteins, preparing the 96-well microplate, and assay implementation including monitoring of keto-enol tautomerase activity.
Before you begin
Besides the keto-enol tautomerization assay, this protocol also contains key information on the production of active MIF and D-DT. Further support on cloning, recombinant protein overexpression and purification can be found here.4 The keto-enol tautomerization assay can be used to compare catalytic activities of MIF and D-DT variants (e.g., mutations) as well as to determine the potency of small molecule modulators.
Protein expression
Timing: 4 days
-
1.Transform BL21 (DE3) competent cells with the plasmid of interest (human wild-type (WT) MIF and human WT D-DT are encoded in pET-11b and pET-22b, respectively).Note: If more plasmid is needed, one can use a similar transformation protocol but instead of BL21 (DE3), use XL-10 competent cells.Note: The respective MIF and D-DT plasmids have been well documented to support protein expression in high quantities. Nevertheless, MIF and D-DT may also be expressed by other plasmids.Note: The steps below are for heat-shock transformation; however, other transformation methods may also be used.
-
a.Make Luria Broth (LB) agar plates containing 100 μg/mL ampicillin and store them at 4°C until ready for use. Per plate, pour ∼25 mL of warm LB agar solution and avoid bubbles.
-
b.Thaw out the competent cells on ice.Note: The competent cells used were purchased, not made in house. The procedure may have to be optimized for homemade competent cells.
-
c.Add 500–700 ng of plasmid to your competent cells (50 μL).
-
d.Let the mixture incubate on ice for 10 min.
-
e.Heat shock at 42°C for 30 s.
-
f.Put the cells back on ice to recover for 2 min.
-
g.Dilute the cells up to 1mL with sterile LB.Note: Only for this step, the LB media should be antibiotic-free.
-
h.Incubate the cells at 37°C while shaking for 45 min.
-
i.Spin down the cells at 4°C using a tabletop centrifuge’s pulse option up to max speed.
-
j.Remove 800 μL of the supernatant.
-
k.Resuspend the pellet in the remaining 200 μL.
-
l.Plate the cells in an LB agar plate containing 100 μg/mL ampicillin.Note: multiple plates (1–3) with varying cell concentration may be used at this step to ensure that single cell colonies will be obtained.
-
m.Incubate the two plates for 12–16 h.
-
a.
-
2.Creating a glycerol stock.
-
a.Select a single colony from one of the plates with a sterile pipette tip.Note: Selecting the colonies with a 200–1000 μL tip will help mix and aerate the media/cells in later steps.
-
b.Inoculate a culture tube containing 2 mL of LB-ampicillin (100 μg/mL).
-
c.Incubate at 37°C, under shaking (200 rounds per minute (RPM)) for 12–16 h.
-
d.Transfer the 200 μL of 100% glycerol to a freezer tube.
-
e.Add 800 μL of the culture.
-
f.Vortex to mix.
-
g.Store at −80°C.
Pause point: The glycerol stock can be kept in a -80°C freezer and should only be removed in an insulated bag containing dry ice.
-
a.
-
3.Protein expression.Note: This procedure is for 1L worth of cells but can be proportionally adapted to any cell volumes.
-
a.Create a started culture.
-
i.Remove the glycerol stock from the −80°C freezer and place the vial on dry ice.
-
ii.Scrape the surface of glycerol stock with a sterile tip (200–1000 μL tip).
-
iii.Inoculate a flask containing LB /100 μg/mL ampicillin.Note: The volume of started culture should be 1/100th of the final culture (for an example, see step 3b).
-
iv.Incubate at 37°C, under shaking (200 RPM), for 12–16 h.
-
v.Return the glycerol stock back to the −80°C freezer.Note: The glycerol stock can be reused many times. Use a cold shuttle or dry ice to remove it from the -80C and do not let the glycerol stock thaw.
-
i
-
b.Grow the cells to an optical density at 600 nm (OD600) equal to 0.6 to 0.8.
-
i.Inoculate 1 L of LB supplemented with 100 μg/mL ampicillin with 10 mL of started culture.Note: the total volume of your cell culture should not exceed 25% of the flask’s volume capacity.
-
ii.Incubate at 37°C while shaking until the OD600 reaches 0.6–0.8 (∼2 h 30 min).
-
iii.Induce protein expression.
-
iv.Add Isopropyl β-D-1-thiogalactopyranoside (IPTG) at a final concentration of 1 mM.
-
v.Incubate while shaking at 37°C for 4 h.
-
i
-
c.Collect and store cells.
-
i.Spin down cells at 4 °C at 4120 × g for 12 min.Note: For this step, it is recommended to use centrifugation bottles that can hold a volume > 250 mL in order to collect the cells in a gentle, yet timely manner.
-
ii.Resuspend cells with 40 mL (per liter of expression culture) of lysis buffer and transfer to a 50 mL centrifuge tube.
-
iii.Pellet cells at 4 °C at 25,150 × g for 12 min.
-
iv.Remove supernatant.
-
v.Store cells at −80°C.
Pause point: The pelleted cells can be stored in a −80°C freezer until protein purification.
-
i
-
a.
Protein purification
Timing: 8 h
-
4.Cell Lysis.
-
a.Thaw the pellet at 22°C.
-
b.Resuspend the cells in 20 mL of lysis buffer (20 mL lysis buffer/1L expression culture.Note: MIF lysis buffer - 20 mM Tris.HCl, 20mM NaCl, pH 7.40.Note: D-DT lysis buffer - 20 mM Tris.HCl, 20mM NaCl, pH 8.50.
-
c.Put the resuspended cells into a container with ice.Note: This step is to keep the cells cold during the lysing process.
-
d.Sonicate at 60% power for 10 s on/50 s off for a total time of 24 min.Note: Time and power may vary between sonicators. The sonication parameters have to be optimized based on the sonicator under use. Non-optimal sonication parameters may cause protein aggregation or incomplete cell lysis.
-
e.Spin down the cells for 50 min at 25,150 × g at 4°C.
-
f.Collect the supernatant (cell lysate).
-
g.Filter the cell lysate with a 0.22 μm PES syringe filter.
-
a.
-
5.Purify the protein via anion exchange chromatography (Q-Sepharose column).Note: For protein purification a fast protein liquid chromatography (FPLC) system is required.
-
a.Equilibrate a Q-Sepharose column (75–120 mL column for MIF or 5 mL column for D-DT) with the proper lysis buffer for each protein (see protein purification section, cell lysis step).
-
b.Load the filtered cell lysate onto the column at 1 mL/min flow rate.Note: One can begin collecting fractions at this point in order to ensure that no protein is lost in the flow through due to mistakes during buffer making, equilibration, and/or loading processes.
-
c.After loading, continue the run using lysis buffer at 2 mL/min.
-
d.MIF will come off without binding to the column, D-DT will need to be eluted off the column with 5% elution buffer (20 mM Tris.HCl, 1 M NaCl, pH 8.50).Note: Purity of the protein may vary based on the length of the column, the type of Q-Sepharose beads, and how clean/well maintained the column is. Smaller, higher resolution columns can be used in series with a larger column to provide a purer product, if necessary. In this protocol, the larger MIF column contained Q Sepharose XL beads meanwhile the 5 mL column used for the D-DT purification was a HiTrap Q HP pre-packed column.
-
e.Analyze the purity of the protein with a sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE) gel; in both cases (MIF and D-DT), an overexpressed protein band should be clearly visible near 12 kDa. After the Q-Sepharose step, MIF will be ≥ 95% pure while D-DT will come off the column at lower purity.Note: The elution fractions can be collected and stored for 12–16 h at 4°C, however, to ensure a well-behaved protein, it is advised to move on to size-exclusion chromatography as soon as possible. This is critical especially for D-DT.
-
a.
-
6.Purify the protein by size-exclusion chromatography (SEC).
-
a.Equilibrate a S75 16/600 SEC column with the lysis buffer of the desired protein.
-
b.Filter the protein fractions obtained from the Q-Sepharose purification step with a 0.22 μM PES syringe filter.
CRITICAL: Filtering the protein before concentration removes any existing precipitate and helps reduce the chance of precipitate forming during concentration. -
c.Concentrate the protein down to 3 mL (or 3/5th of the total loop volume) using a 15 mL Amicon concentrator with a 10 kDa molecular weight (MW) cut off. Centrifuge at 2100 × g at 4°C for 10–12 min at a time, mixing in between spins.
CRITICAL: While mixing, check for precipitate and if any has formed, filter the sample immediately. -
d.Filter the concentrated sample with a 0.22 μM PES syringe filter.Note: For >1 mL loading volumes, transfer the sample to a 1.5 mL microcentrifuge tube and centrifuge using a tabletop centrifuge. The sample should be centrifuged at max speed for 5 min, at 4°C. Check for a pellet and remove the supernatant. If needed sacrifice a few μL of sample to ensure that potential precipitation is not transferred into the supernatant.
CRITICAL: Filtering after concentration will remove any non-visible precipitate, which may damage the SEC column. If large amounts of precipitate formed during concentration, it would be recommended to restart the purification from step 4a. -
e.Load the sample onto the column through a loop at 0.3 mL/min. After the period of 3 loop volumes, gradually increase the flow rate to 1 mL/min. Continue at 1 mL/min until the end of the run and collect 2mL fractions based on the purity of the protein loaded.Note: From the SEC run, MIF and D-DT should be eluted as monodispersed peaks. Protein elution may be affected by the buffer composition, loading volume, nature of protein (wild-type or mutant) and column quality/packing (home-packed vs factory made). Therefore, the elution points of MIF and D-DT may vary.
-
f.Analyze the purity of the protein fractions by an SDS-PAGE gel.
-
g.Concentrate the pure MIF and D-DT sample with a 15 mL Amicon concentrator (10 kDa MW cutoff) at 2100 × g until reaching volumes of 0.5–1 mL.
-
h.Check the sample’s concentration using the bicinchoninic acid (BCA) assay.
-
i.Make ∼50 μL aliquots in 1.5mL freezer tubes and flash freeze using liquid nitrogen.
-
j.Store in a −80°C freezer.
Pause point: The proteins can be kept at −80°C until ready to be used for the keto-enol tautomerase assay. Aliquots should be thawed on ice and used only once.
-
a.
Key resources table
| REAGENT or RESOURCE | SOURCE | IDENTIFIER |
|---|---|---|
| Bacterial and virus strains | ||
| BL21 (DE3) E. coli/pET-11b with human WT MIF | This study | N/A |
| BL21 (DE3) E. coli/pET-22b with human WT D-DT | This study | N/A |
| Chemicals, peptides, and recombinant proteins | ||
| 4-Hydroxyphenylpyruvate (4-HPP) | TCI | Cat# H0294 |
| Agar | VWR | Cat# J637 |
| Ammonium acetate | VWR | Cat# BDH9204 |
| Ampicillin sodium salt | VWR | Cat# 97061-442 |
| Boric Acid | VWR | Cat# BDH9222 |
| Tris.HCl | Bioland Scientific | Cat# CT02 |
| IPTG | Bioland Scientific | Cat# CI01 |
| LB | VWR | Cat# 97064-114 |
| NaOH | RPI | Cat# S24000 |
| NaCl | N/A | N/A |
| WT D-DT | This study | N/A |
| WT MIF | This study | N/A |
| Glycerol | RPI | Cat# G220254.0 |
| BSA standards | Thermo Fisher | Cat# 23208 |
| Critical commercial assays | ||
| Pierce BCA Protein Assay Kit | Thermo Fisher | Cat# 23225 |
| Recombinant DNA | ||
| pET-11b - WT MIF | This study | N/A |
| pET-22b - WT D-DT | This study | N/A |
| Experimental models: Cell lines | ||
| BL21(DE3) competent cells | Agilent Technologies | Cat# 200131 |
| Software and algorithms | ||
| GraphPad Prism 9 (used for Figure 2) | GraphPad | https://www.graphpad.com/scientific-software/prism/ |
| BioRender (used for graphical abstract and Figure 1) Note: these figures were created with BioRender.com under the paid subscription. |
BioRender | https://www.biorender.com/ |
| Other | ||
| 0.22 μm PES syringe filter | Bioland Scientific | Cat# SFPE3322S1 |
| 0.45 μM PVDF filter | Millipore | Cat# HVLP04700 |
| Microplate reader | Tecan | Model# Infinite M-Plex |
| Aluminum foil | N/A | N/A |
| Amicon Concentrator (10 kDa cutoff) | Millipore | Cat# UFC901024 |
| Centrifugation bottles | Thermo Scientific | Cat# 3141-0500 |
| 1.5 mL microcentrifugation tubes | Bioland Scientific | Cat# TUBE01-02C |
| 15 mL conical tubes | Bioland Scientific | Cat# TUBE0150-01G |
| 50 mL centrifuge tube | Corning | Cat# 352070 |
| 10 μL pipette tips | Bioland Scientific | Cat# TIPS10-11 |
| 200 μL pipette tips | Bioland Scientific | Cat# TIPS200-11 |
| 1000 μL pipette tips | Bioland Scientific | Cat# TIPS1000-01WC |
| 96-well microplate | Greiner | Cat# 655101 |
| SDS-PAGE Gel | Bioland Scientific | Cat# QP3510 |
| S75 16/600 SEC column | Cytiva | Cat# 28989333 |
| HiTrap Q HP Column | Cytiva | Cat# 17115301 |
| Q-Sepharose XL beads | Cytiva | Cat# 17507201 |
Materials and equipment
-
•
MIF Lysis buffer:
| Reagent | Final concentration | Amount |
|---|---|---|
| Tris.HCl | 20 mM | 3.15 g |
| NaCl | 20 mM | 1.17 g |
| NaOH (8–10M) | N/A | ∼ 0.75–1.25 mL |
| ddH2O | N/A | ∼ 999 mL |
| Total | 20mM Tris.HCl, 20mM NaCl, pH 7.40) | 1 L |
Note: Filter with a 0.45 μM PVDF filter. Can be stored at 22°C for a week.
-
•
D-DT lysis buffer:
| Reagent | Final concentration | Amount |
|---|---|---|
| Tris.HCl | 20 mM | 3.15 g |
| NaCl | 20 mM | 1.17 g |
| NaOH (8–10M) | N/A | ∼ 2–3 mL |
| ddH2O | N/A | ∼ 998 mL |
| Total | 20 mM Tris.HCl, 20 mM NaCl, pH 8.50) | 1 L |
Note: Filter with a 0.45 μM PVDF filter. Can be stored at 22°C for a week.
-
•
D-DT elution buffer:
| Reagent | Final concentration | Amount |
|---|---|---|
| Tris.HCl | 20 mM | 3.15 g |
| NaCl | 20 mM | 58.44 g |
| NaOH (8–10M) | N/A | ∼ 2–3 mL |
| ddH2O | N/A | ∼ 990 mL |
| Total | 20 mM Tris.HCl, 1 M NaCl, pH 8.50) | 1 L |
Note: Filter with a 0.45 μM PVDF filter. Can be stored at 22°C for a week.
-
•
Borate solution: add 61.83 g of boric acid to 900 mL of ddH2O and adjust the pH to 6.2 by adding NaOH and then add ddH2O up to 1 L.
Can be stored at 22°C for several months.
-
•
4-HPP buffer: Dissolve 38.54 g of ammonium acetate in 800 mL of ddH2O. Adjust the pH to 6.20 with acetic acid and fill the solution up to 1 L with ddH2O.
Can be stored at 22°C for several months.
-
•
4-HPP solution: Dissolve 27 mg of 4-Hydroxyphenylpyruvate in 5 mL of substrate buffer in a 15 mL conical tube (This will yield a 30 mM final concentration). Wrap the tube well in foil and incubate while rocking for ∼16 h.
Note: The substrate should be >95% purity and the solution should always be made fresh the night before the experiment. Low substrate quality may affect assay results and reproducibility (for more information, see problem 4 in the troubleshooting section).
Cannot be stored.
Step-by-step method details
Prepare the assay plate
Timing: 1 h
In this step, the protein is thawed, and the reaction plate is set up.
Note: Where possible, use a multichannel pipette to increase reproducibility.
-
1.Prepare the protein.
-
a.Thaw the protein on ice (During this time, step 2 can be performed).
-
b.Dilute D-DT to 3.75 μM and MIF to 0.75 μM with their respective lysis buffers.
-
a.
-
2.Prepare the substrate.
-
a.Make dilutions of the 4-HPP solution ranging from 0-30mM (This will yield a range 0–2 mM final 4-HPP concentrations).
-
a.
-
3.Prepare the plate (Figure 1).
-
a.Pipette 10 μL of the substrate solution into each well (Figure 1 - step 1).Note: The color gradient shown in this figure does not represent the actual color you will observe, and it was only used to indicate 4-HPP dilutions. The solutions may appear pale yellow or colorless depending on the 4-HPP sample (most likely colorless).
-
b.Introduce 130 μL of borate solution (Figure 1 - step 2).Note: If a modulator is going to be used, reduce the volume of borate solution to 128.5 μL and add 1.5 μL of the modulator, dissolved in 100% dimethyl sulfoxide (DMSO). With this approach the final concentration of DMSO remains constant at 1%. Higher DMSO concentration may affect the catalytic activity of MIF and D-DT.
-
c.Mix by pipetting.
-
a.
Figure 1.
A 96-well microplate assay to measure the keto/enol tautomerization activity of MIF and D-DT
The substrate gradient is prepared for each experimental group, in triplicate, and added at a final concentration range of 0–2mM (step 1). Following, 130 μL of borate solution is added (step 2), and the reaction is initiated with 10μL of enzyme (step 3). The total reaction volume is 150μL and the formation of borate-enol HPP is monitored at 306 nm (step 4) over the period of 180s and 300s for MIF and D-DT, respectively.
Perform the assay
Timing: 3–5 min per reaction
Here, the protein is added to the prepared reaction plate and the keto-enol tautomerase activity is monitored.
Note:Methods video S1a and S1b provide an example of how to perform the following steps accurately and reproducibly.
-
4.Initiate the reaction.
-
a.Pipette 10 μL of the desired protein solution (MIF or D-DT) into a column of the prepared reaction plate (Figure 1 - step 3).
-
b.Mix well by pipetting.
CRITICAL: The mixing needs to be quick, but thorough. The number of times each well is mixed should remain consistent between runs or else the data may not be very consistent. Use low retention tips. - c.
-
d.Repeat steps a-c for all desired replicates/experimental groups. Each experimental group should be tested in triplicate (Figure 1 - see microplate).
CRITICAL: It is important to only test one column at a time as reading should be taken consistently every 10 seconds. Doing experiments on more than one column may jeopardize the timeliness and consistency of these readings.
-
a.
Table 1.
Representative experimental absorbances of a MIF kinetic assay in the absence of an inhibitor
| 4-HPP (mM) | Time (s) |
||||||
|---|---|---|---|---|---|---|---|
| 0 | 10 | 20 | 160 | 170 | 180 | ||
| 0 | 0.1996 | 0.1999 | 0.2001 | … | 0.2011 | 0.2007 | 0.2013 |
| 0.1 | 0.2463 | 0.2558 | 0.265 | … | 0.3757 | 0.3817 | 0.3887 |
| 0.2 | 0.3099 | 0.3276 | 0.3445 | … | 0.5504 | 0.5601 | 0.5729 |
| 0.4 | 0.411 | 0.4422 | 0.4722 | … | 0.8344 | 0.8536 | 0.8748 |
| 0.8 | 0.6046 | 0.6526 | 0.6995 | … | 1.269 | 1.3031 | 1.3427 |
| 1.6 | 0.9917 | 1.0622 | 1.1286 | … | 1.9134 | 1.9603 | 2.0088 |
| 2.0 | 1.1601 | 1.2356 | 1.3093 | … | 2.1211 | 2.1866 | 2.2289 |
Table 2.
Representative experimental absorbances of a D-DT kinetic assay in the absence of an inhibitor
| 4-HPP (mM) | Time (s) |
||||||
|---|---|---|---|---|---|---|---|
| 0 | 10 | 20 | 280 | 290 | 300 | ||
| 0 | 0.207 | 0.2071 | 0.2073 | … | 0.2096 | 0.2102 | 0.2101 |
| 0.1 | 0.2455 | 0.2477 | 0.2501 | … | 0.2958 | 0.2974 | 0.2979 |
| 0.2 | 0.2937 | 0.2965 | 0.3005 | … | 0.3816 | 0.3846 | 0.3874 |
| 0.4 | 0.3751 | 0.3821 | 0.3896 | … | 0.5382 | 0.5437 | 0.5492 |
| 0.8 | 0.5516 | 0.5646 | 0.5776 | … | 0.8365 | 0.8429 | 0.8524 |
| 1.6 | 0.9211 | 0.9385 | 0.9616 | … | 1.3869 | 1.4 | 1.4152 |
| 2.0 | 1.1262 | 1.148 | 1.1714 | … | 1.6574 | 1.6725 | 1.6917 |
Expected outcomes
Plotting absorbances at 306 nm over time (Tables 1 and 2) will result to a series of straight lines, the slopes of which represent Abs/s (Figure 2A for MIF and Figure 2B for D-DT). To obtain velocities (M/s), divide Abs/s by the molar extinction coefficient of borate-enol HPP (ε306 = 11,400 M-1 cm-1).5 Following, multiply these values by 1 million to get velocities expressed in μM/s. Using GraphPad Prism, fit the data with the Michaelis-Menten nonlinear regression (Figure 2C for MIF and Figure 2D for D-DT). From the Michaelis-Menten curve, one can derive KM and vmax, and subsequently kcat. If a modulator is used, the Michaelis-Menten plots can be utilized to extract more information such as the type of inhibition and inhibition constant (Ki). Published examples can be found here 2 as well as here.3
Figure 2.
MIF and D-DT kinetic analysis
(A and B) The experimental absorbances shown in Tables 1 (MIF) and Table 2 will be fitted in the linear regression mode of GraphPad Prism to produce a series of straight lines with different slopes (Abs/s).
(C and D) The Michaelis-Menten plots are obtained by converting Abs/s to velocities as described in the protocol (see expected outcomes section).
Quantification and statistical analysis
The tables below provide representative examples of values that should be obtained during a typical MIF or D-DT experiment. Analysis in GraphPad Prism will provide the Michaelis-Menten parameters (Figure 2).
Note: Abs values may be affected by the presence of an inhibitor and/or 4-HPP origin.3
Note: Reported abs values may be affected by the presence of an inhibitor and/or 4-HPP origin.3
Limitations
This protocol requires timely and accurate pipetting (see Methods video S1a and S1b). Utilization of a multichannel pipette is necessary for kinetic and inhibitory experiments as the wells containing the different substrate concentrations need to be initiated and read the same way.
Troubleshooting
Problem 1
Formation of oligomeric MIF/D-DT species during purification.
Potential solution
Formation of MIF/D-DT oligomeric species is usually associated with two factors: i) cleanness of Q-Sepharose column and ii) long retention of the protein in the column. To clean the column, perform multiple rounds of water/high salt (1M NaCl)/water runs, until no contamination comes off the column. Regarding the second factor, fast elution is recommended.
Problem 2
Low protein purity after the Q-Sepharose step. This is applicable to MIF.
Potential solution
Use a longer column or multiple Q-Sepharose columns connected in series.
Problem 3
Poor separation of peaks during SEC.
Potential solution
Poor peak resolution during SEC purification can usually be solved by reducing the flow rate and/or using a higher salt buffer, if necessary.
Problem 4
The rate at which the enol-borate complex is formed is inconsistent or data between trials are not reproducible.
Potential solution
Inconsistent and poor-quality data can often be attributed to stale reagents, poor mixing, or slow pipetting. If 4-HPP powder is left out at 22°C for too long, its stability may decrease. Poor mixing upon reaction initiation is one of the most common mistakes.
Problem 5
Unusually high or low abs readings for individual wells during the assay.
Potential solution
Unusual abs readings at any substrate concentration can be a result of poor mixing, the formation of bubbles or the combination of these two. Mixing with a multichannel pipette should be quick, but thorough. However, using the whole solution volume (150 μL) to mix, will most likely create bubbles. In order to avoid this, it is recommended to use just over half of the solution volume while the pipette must be completely submerged in the well solution.
Resource availability
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Dr. Georgios Pantouris, gpantouris@pacific.edu.
Materials availability
The plasmid generated in this study is available upon request.
Data and code availability
This protocol includes a representative dataset generated and analyzed during this study.
Acknowledgments
This work was supported by start-up funds from the University of the Pacific (G.P.).
Author contributions
A.P. expressed and purified MIF and D-DT, carried out the kinetic experiments, analyzed data, and wrote and edited the manuscript. G.P. conceived, supervised the project, analyzed data, and wrote and edited the manuscript. All the authors have given approval to the final version of the manuscript.
Declaration of interests
The authors declare no competing interests.
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.xpro.2023.102375.
References
- 1.Mora Barthelmess R., Stijlemans B., Van Ginderachter J.A. Hallmarks of cancer affected by the MIF cytokine family. Cancers. 2023;15:395. doi: 10.3390/cancers15020395. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Parkins A., Das P., Prahaladan V., Rangel V.M., Xue L., Sankaran B., Bhandari V., Pantouris G. 2,5-Pyridinedicarboxylic acid is a bioactive and highly selective inhibitor of D-dopachrome tautomerase. Structure. 2023;31:355–367.e4. doi: 10.1016/j.str.2023.01.008. [DOI] [PubMed] [Google Scholar]
- 3.Parkins A., Sandin S.I., Knittel J., Franz A.H., Ren J., de Alba E., Pantouris G. Underrepresented impurities in 4-hydroxyphenylpyruvate affect the catalytic activity of multiple enzymes. Anal. Chem. 2023;95:4957–4965. doi: 10.1021/acs.analchem.2c04969. [DOI] [PubMed] [Google Scholar]
- 4.Khurana L., ElGindi M., Tilstam P.V., Pantouris G. Elucidating the role of an immunomodulatory protein in cancer: from protein expression to functional characterization. Methods Enzymol. 2019;629:307–360. doi: 10.1016/bs.mie.2019.05.053. [DOI] [PubMed] [Google Scholar]
- 5.Pantouris G., Khurana L., Ma A., Skeens E., Reiss K., Batista V.S., Lisi G.P., Lolis E.J. Regulation of MIF enzymatic activity by an allosteric site at the central solvent channel. Cell Chem. Biol. 2020;27:740–750.e5. doi: 10.1016/j.chembiol.2020.05.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
This protocol includes a representative dataset generated and analyzed during this study.

Timing: 4 days
