Multiple Myeloma Immune Atlas Consortium: Gene Expression Profiling of the Bone Marrow Microenvironment
Manoj Bhasin
Abstract
A comprehensive gene expression (GEX) profiling protocol that assists in
generating the most granular map of single cell landscape from clinical trials
supported by Multiple Myeloma Research Foundation and identify key markers of response along with opening avenues for new therapies.
Steps
Thawing & Washing bone marrow (BM) derived cells
Preparation
Warm water bath to 37°C
prior to commencing the thawing Protocol.
Determine the cell concentration, viability using a Bio-Rad T20 Cell Counter.
Prepare ~ 42mL
warm complete growth medium (e.g. 10% FBS in RPMI-1640) per sample by incubating in a 37°C
water bath prior to use.
Prepare 1X PBS with 0.04% BSA solution (keep on ice).
Thaw a vail of NIH3T3 viably as detailed in 10X genomics protocol :
CG00039_Demonstrated_Protocol_FreshFrozenHumanPBMCs_RevD.pdf
Keep the thawed cells on ice till spiking into viably thawed patients’ sample (step 2.19)
Add 1mL
cold 1X PBS with 0.04% BSA (40 mg/100ml) and gently pipette mix 5 times with a wide bore tip. Take an 10µL
aliquot for counting.
Centrifuge cells at 370g
for 0h 5m 0s
at 4°C
.
Remove supernatant without disrupting the cell pellet. Save the removed until the Protocol is complete.
Using a regular-bore pipette tip, add 1mL
1X PBS with 0.04% BSA or an appropriate volume to achieve a cell concentration of ~1 x 106 cells/ml. Gently pipette mix to completely suspended the cells (keep resuspended cells on ice).
(Do not invert the tube in this step, as cells can stick to the sides of the tube, thereby changing the cell concentration).
If needed, use a cell strainer (a 40 μm Flowmi™ Tip Strainer) to remove cell debris and large clumps.
Thawing, Washing & Counting Cells (do at Room temperature
)
Remove cryovial(s) from liquid or vapor-phase nitrogen storage and immediately thaw in the water bath at 37°C
for 0h 2m 0s
. Do not submerge the entire vial in the water bath. Remove from the water bath when a tiny ice crystal remains.
Determine the cell concentration using a Bio-Rad T20 Cell Counter. Calculate the total cell number (N) based on the total volume (V) and concentration (C) where N = C x V. Use the form below to note cell counts.
A | B | C | D | E | F | G |
---|---|---|---|---|---|---|
# | Sample ID | Cells per ul | Cells to capture | Vol of suspension | Vol. of Water | |
1 | ||||||
2 | ||||||
3 | ||||||
4 | ||||||
5 | ||||||
6 |
Appendix A
If total cell number is ≤2 x 106 cells, use the entire sample for washing. If total cell number is >2 x 106 cells, transfer ~2 million cells into a new tube for further processing.
(Note: Excess cells will be pelleted, frozen and stored for future purposes).
Determine cell viability. All bone marrow mononuclear cell (BMMC) samples should be cleaned-up using the dead-cell removal kit prior to analysis (e.g. Miltenyi Dead Cell Removal Kit, Cat. No. 130-090-101).
- Centrifuge cells at
370g
for0h 5m 0s
atRoom temperature
. - Remove most of the supernatant by decanting gently. Remove as much supernatant as possible. Add
100µL
dead cell removal microbeads per 107 total cells. Gently resuspend cells and microbead solution using a wide-orfice pipette. Incubate for0h 15m 0s
atRoom temperature
. - During the
0h 15m 0s
incubation, prepare 1X binding buffer from 20X binding buffer stock solution, e.g. dilute500µL
of 20X binding buffer stock solution with9.5mL
of sterile, double-distilled water. Choose appropriate MACS column (LS column or autoMACS column) and MACS separator (Magnet ot autoMACS Pro Separator) for magnetic separation.
If using LS column:
-
Place LS column in the magnetic field of a MACS separator and place a
15mL
column underneath. -
Prepare column by rinsing with
3mL
of 1X binding buffer. -
After initial
3mL
has run through column, remove15mL
comical and replace with a new15mL
conical tube. -
After cell suspension has incubated for
0h 15m 0s
with microbeads, apply cell suspension to column. -
Wash the tube holding cells with microbeads with
3mL
of 1X binding buffer and apply to the column. -
Wash column with
3mL
of 1X binding buffer three more times (add subsequent wash each time the column is empty from previous wash). -
Take resulting suspension in
15mL
conical and spin down at370g
for0h 5m 0s
at4°C
. If using autoMACS column: -
Dilute
0.25mL
of 20X binding buffer with4.75mL
of distilled water. -
Add
500µL
l of 1X binding buffer to each tube -
Run each through DepleteS selection on the autoMACS.
-
Toss the positive fractions. Negative fractions containing the live cells should be spun down at
370g
for0h 5m 0s
at4°C
.
Remove supernatant without disrupting the cell pellet. Save the removed supernatant in another tube until the protocol is complete.
Add 1mL
cold 1X PBS with 0.04% BSA (40 mg/100ml) and gently pipette mix 5 times with a wide bore tip. Take an 10µL
aliquot for counting
Centrifuge cells at 370g
for 0h 5m 0s
at 4°C
Remove supernatant without disrupting the cell pellet. Save the removed until the Protocol is complete.
Using a regular-bore pipette tip, add 1mL
1X PBS with 0.04% BSA or an appropriate volume to achieve a cell concentration of ~1 x 106 cells/ml. Gently pipette mix to completely suspended the cells (keep resuspended cells on ice).
(Do not invert the tube in this step, as cells can stick to the sides of the tube, thereby changing the cell concentration).
If needed, use a cell strainer (a 40 μm Flowmi™ Tip Strainer) to remove cell debris and large clumps.
Determine the cell concentration, viability using a Bio-Rad T20 Cell Counter.
Spiking in NIH3T3 cells: Adjust volume of cells to get about 2 million cells per ml. Spike in NIH3T3 cells into the patient sample at a ratio of 50:1 patient sample: murine sarcoma cells. For e.g., mix 1:1 of 100µL
of 200,000 multiple myeloma sample cells and 100µL
of 4000 NIH3T3 cells.
After thawing is complete, clean the vial with 70% alcohol and Kim Wipes.
Proceed with the 10X Genomics® Single Cell Protocol.
In a biosafety hood, gently transfer thawed cells to a 50mL
conical tube using a wide-bore pipette tip.
Using a wide-bore pipette tip, rinse the cryovial with 1mL
warm complete growth medium.
Using a wide-bore pipette tip, add the rinse medium dropwise (1 drop per 5 sec*) to the 50 ml conical tube while intermittently gently shaking the tube.
*very important- add medium slowly as described.
Serially dilute cells with complete growth medium a total of 5 times by 1:1 volume additions with ~0h 1m 0s
wait between additions (for e.g. after the first addition of 1ml, wait 0h 1m 0s
, then add 2mL
, wait 0h 1m 0s
, then add 4 ml and so on). Add complete growth medium at a speed of 3-5 ml/sec to a total of 32mL
.
Centrifuge cells at 370g
for 0h 5m 0s
at Room temperature
.
Remove most of the supernatant*, resuspend cell pellet in the remaining media using a regular-bore pipette tip (or tap gently against hand palm). *Save the removed supernatant in another tube until the protocol is complete.
Add an additional 9mL
complete growth medium (at a speed of 3-5 ml/sec) to achieve a total volume of ~10mL
.
GEM Generation and Barcoding
Prepare Master Mix on ice according to the standard 10X protocol and dispense 31.8µL
per sample into a 8 strip tube kept on ice.
A | B | C | D | E |
---|---|---|---|---|
Master Mix | PN | 1X (μl) | 4X + 10% (μl) | 8X + 10% (μl) |
RT Reagent B | 2000165 | 18.8 | 82.2 | 165.0 |
Template Switch Oligo | 3000228 | 2.4 | 10.4 | 20.8 |
Reducing Agent B | 2000087 | 2.0 | 8.6 | 17.3 |
RT Enzyme C | 2000085/ 2000102 | 8.7 | 38.4 | 76.8 |
Total | - | 31.8 | 139.9 | 279.8 |
Assemble Chromium Chip G in a Chromium Next GEM Secondary Holder according to the manufacturer’s instructions.
Add 50% glycerol solution in wells that will not be used for single cell prep (70µL
in row 1, 50µL
in row 2, 45µL
in row 3).
Add appropriate volume of nuclease free water based on the cell concentration measured in step 2.19. according to appendix B (for targeting 5000 cells) to the master mix. Mix 4-5 times. Mix the cells and add 5000 cells (volume calculated according to the table – appendix B) to the diluted master mix. Gently mix 5X. Gently dispense 70µL
Master Mix + Cell Suspension into the bottom center of each well in row labeled 1 without introducing bubbles.
A | B | C | D | E | F | G | H | I |
---|---|---|---|---|---|---|---|---|
Sample ID | Total counts | Live counts | Viability | Dilution | Total counts | Live counts | Viability | |
1 | ||||||||
2 | ||||||||
3 | ||||||||
4 | ||||||||
Appendix B
Vortex beads for 0h 0m 30s
. Centrifuge the Gel Bead strip for ~0h 0m 5s
. Confirm there are no bubbles at the bottom of the tubes and the liquid levels are even. Place the Gel Bead strip back in the holder. Secure the holder lid. Slowly aspirate 50µL
Gel Beads. Dispense into the bottom of wells in row labeled 2 without introducing bubbles.
Wait 0h 0m 30s
and then dispense 45µL
Partitioning Oil into the wells in row labeled 3. Attach 10x Gasket and load the chip on the 10X chromium controller and run the GEM generation program (Firmware V4 or higher required). Proceed to next step as soon as the run is over (0h 17m 0s
). Note any errors that occur during run.
Place a tube strip on ice. Press the eject button of the Controller and remove the chip. Discard the gasket. Open the chip holder. Fold the lid back until it clicks to expose the wells at 45 degrees. Ensure that the partitioning oil from the wells does not spill when exposing the wells.
Slowly aspirate (over ~0h 0m 20s
) 100µL
GEMs from the lowest points of the Recovery Wells in the top row without creating a seal between the tips and the bottom of the wells. Withdraw pipette tips from the wells. Check GEMs. GEMs should appear opaque and uniform across all channels. Over the course of ~0h 0m 20s
, dispense GEMs into the tube strip on ice with the pipette tips positioned at an angle against the sidewalls of the tubes.
Load the GEM samples from step 7 into a PCR machine and run the standard 10X recommended program for cDNA generation.
Lid Temperature 53°C
, Reaction Volume 125µL
, Run Time ~0h 55m 0s
A | B | C |
---|---|---|
Step | Temperature | Time |
1 | 53°C | 00:45:00 |
2 | 85°C | 00:05:00 |
3 | 4°C | Hold |
Store at 4°C
for up to 72h 0m 0s
or at -20°C
for up to a week, or proceed to the next step.
Post GEM-RT Cleanup & cDNA Amplification
Post GEM cleanup
Add125µL
Recovery Agent to each sample at room temperature. DO NOT pipette mix or vortex the biphasic mixture. Wait 0h 2m 0s
. The resulting biphasic mixture contains Recovery Agent/Partitioning Oil (pink) and aqueous phase (clear), with no persisting emulsion (opaque).
Incubate 0h 2m 0s
at room temperature.
Place on the magnet until the solution clears (~0h 5m 0s
).
Transfer 35µL
sample to a new tube strip. Keep on ice
Slowly remove 125µL
Recovery Agent/ Partitioning Oil (pink) from the bottom of the tube. DO NOT aspirate any of the top aqueous sample.
Prepare Dynabeads cleanup mix (DCM) according to number of reactions. Vortex well.
A | B | C | D | E |
---|---|---|---|---|
Dynabeads Cleanup Mix (Add reagents in the order listed) | PN | PN 1X (µl) | 4X + 10% (µl) | 8X + 10% (µl) |
Cleanup Buffer | 2000088 | 182 | 801 | 1602 |
Dynabeads MyOne SILANE Vortex thoroughly (≥30 sec) immediately before adding to the mix. If still clumpy, pipette mix to resuspend completely. DO NOT centrifuge before use. | 2000048 | 8 | 35 | 70 |
Reducing Agent B | 2000087 | 5 | 22 | 44 |
Nuclease-free Water | 5 | 22 | 44 |
Add 200µL
of Dynabeads Mix to each sample. Pipette mix and Incubate for 0h 10m 0s
* atRoom temperature
.
*At 5 minutes, pipette mix 5X. At the end of 0h 10m 0s
incubation, gently place on a 10x Magnetic Separator (high end) until the solution clears (~0h 5m 0s
).
Prepare 80% ethanol. Also prepare Elution solution 1 (ES1)
A | B | C | D |
---|---|---|---|
Elution Solution I Add reagents in the order listed | PN | 1X (µl) | 10X (µl) |
Buffer EB | 98 | 980 | |
10% Tween 20 | 1 | 10 | |
Reducing Agent B | 2000087 | 1 | 10 |
Total | 100 | 1000 |
Remove the supernatant (from step 12.4). Add 300µL
80% ethanol to the pellet while on the magnet. Wait 0h 0m 30s
and remove the ethanol.
Add 200µL
80% ethanol to pellet. Wait 0h 0m 30s
. Remove the ethanol.
Centrifuge briefly. Place on the magnet (low end). Remove remaining ethanol. Air dry for 0h 1m 0s
.
Remove from the magnet. Immediately add 35.5µL
Elution Solution I. Pipette mix without introducing bubbles.
cDNA Amplification
Prepare cDNA Amplification Mix on ice according to 10X recommendation. Vortex and centrifuge briefly.
A | B | C | D | E |
---|---|---|---|---|
DNA Amplification Reaction Mix Add reagents in the order listed | PN | 1X (µl) | 4X + 10% (µl) | 8X + 10% (µl) |
Amp Mix | 2000047/ 2000103 | 50 | 220 | 440 |
cDNA Primers | 2000089 | 15 | 66 | 172 |
total | 65 | 286 | 572 |
Add 65µL
cDNA Amplification Reaction Mix to 35µL
sample from step 12.12.
Pipette mix and centrifuge briefly. Incubate in a thermal cycler and run the 10X
recommended cDNA amplification program.
A | B | C |
---|---|---|
Lid Temperature | Reaction Volume | Run Time |
105°C | 100 µl | ~30-45 min |
A | B | C |
---|---|---|
Step | Temperature | Time |
1 | 98°C | 00:03:00 |
2 | 98°C | 00:00:15 |
3 | 63°C | 00:00:20 |
4 | 72°C | 00:01:00 |
5 | Go to Step 2, see table below for total # of cycles | |
6 | 72°C | 00:01:00 |
7 | 4°C | Hold |
A | B |
---|---|
Cell Load | Total Cycles |
˂500 | 13 |
500–6,000 | 12 |
>6,000 | 11 |
Store at 4°C
for up to 72h 0m 0s
or proceed to the next step.
Vortex to resuspend the SPRIselect reagent. Add 60µL
SPRIselect reagent (0.6X) to each sample and pipette mix 15x (pipette set to 150µL
). Incubate 0h 5m 0s
at room temperature and place on the magnet (high end) until the solution clears (~0h 5m 0s
).
Discard the transferred supernatant without disturbing the pellet. DO NOT discard the pellet (cleanup for 3ʹ Gene Expression library construction).
cDNA cleanup - SPRIselect
- Add
200µL
80% ethanol to the pellet. Wait0h 0m 30s
. - Remove the ethanol.
- Repeat steps a and b for a total of 2 washes.
- Centrifuge briefly and place on the magnet (low end).
- Remove any remaining ethanol. Air dry for 2min. DO NOT exceed
0h 2m 0s
as this will decrease elution efficiency. - Remove from the magnet. Add
40.5µL
Buffer EB. Pipette mix 15x. - Incubate
0h 2m 0s
atRoom temperature
. - Place the tube strip on the magnet (High end) until the solution clears.
- Transfer
40µL
sample to a new tube strip. - Store at
4°C
for upto72h 0m 0s
or at-20°C
for up to 4 weeks or proceed to 3ʹ Gene Expression Dual Index Library Construction. - Quantify cDNA concentration with Qubit dsDNA HS Assay Kit on the Qubit Flurometer 3. Run
1µL
of sample from Pellet Cleanup from above (dilute if need to 1ng/ul) on an Agilent Bioanalyzer High Sensitivity chip to check for quality.
3ʹ Gene Expression Dual Index Library Construction
Fragmentation, end-repair and labeling
Prepare a thermal cycler with the 10X protocol for fragmentation.
A | B | C |
---|---|---|
Lid Temperature | Reaction Volume | Run Time |
65°C | 50 µl | ~35 min |
A | B | C |
---|---|---|
Step | Temperature | Time |
Pre-cool block Pre-cool block prior to preparing the Fragmentation Mix | 4°C | Hold |
Fragmentation | 32°C | 00:05:00 |
End Repair & A-tailing | 65°C | 00:30:00 |
Hold | 4°C | Hold |
Prepare Fragmentation Mix on ice according to instructions.
A | B | C | D | E |
---|---|---|---|---|
Fragmentation Mix Add reagents in the order listed | PN | 1X (µl) | 4X + 10% (µl) | 8X + 10% (µl) |
Fragmentation Buffer | 2000091 | 5 | 22 | 44 |
Fragmentation Enzyme | 2000090/ 2000104 | 10 | 44 | 88 |
Total | 15 | 66 | 132 |
Pipette mix on ice and centrifuge briefly.
Transfer ONLY 10µL
purified cDNA sample from from step 14.9 to a tube strip. Add 25 μl Buffer EB to each sample followed by adding 15 μl Fragmentation Mix to each sample.
Pipette mix on ice and centrifuge briefly. Transfer into the pre-cooled thermal cycler (4°C
) and press “SKIP” to initiate the protocol. After completion, proceed to next step.
Post Fragmentation, End Repair & A-tailing: Double Sided Size Selection –
SPRIselect
Vortex to resuspend SPRIselect reagent. Add 30µL
SPRIselect (0.6X) reagent to each sample from above step. Pipette mix and incubate 0h 5m 0s
at Room temperature
*.
- Prepare 80% ethanol
Remove from the magnet. Add 50.5µL
Buffer EB to each sample. Pipette mix and incubate 0h 2m 0s
at Room temperature
.
Place on the magnet (high end) until the solution clears and transfer 50µL
sample to a new tube strip.
Place on the magnet (high end) until the solution clears and then transfer 75µL
supernatant to a new tube strip.
Vortex to resuspend SPRIselect reagent. Add 10µL
SPRIselect reagent (0.8X) to each sample. Pipette mix and incubate 0h 5m 0s
at Room temperature
.
Place on the magnet (high end) until the solution clears.
Remove80µL
supernatant. DO NOT discard any beads.
Wash beads by adding 125µL
80% ethanol to the pellet. Wait0h 0m 30s
.
Remove the ethanol.
Repeat steps 16.6 and 16.7 for a total of 2 washes.
Centrifuge briefly. Place on the magnet (Low end) until the solution clears. Remove remaining ethanol.
Adaptor Ligation
Prepare Adaptor Ligation Mix according to 10X protocol
A | B | C | D | E |
---|---|---|---|---|
Adaptor Ligation Mix Add reagents in the order listed | PN | 1X (µl) | 4X + 10% (µl) | 8X + 10% (µl) |
Ligation Buffer | 2000092 | 20 | 88 | 176 |
DNA Ligase | 220110/ 220131 | 10 | 44 | 88 |
Adaptor Oligos | 2000094 | 20 | 88 | 176 |
Total | 50 | 220 | 440 |
Pipette mix and centrifuge briefly. Add 50µL
Adaptor Ligation Mix to 50µL
sample from step 6.4.2.k. Pipette mix and centrifuge briefly.
Incubate in a thermal cycler with the 10X adaptor ligation protocol.
A | B | C |
---|---|---|
Lid Temperature | Reaction Volume | Run Time |
30°C | 100 µl | 15 min |
A | B | C |
---|---|---|
Step | Temperature | Time |
1 | 20°C | 00:15:00 |
2 | 4°C | Hold |
Post Ligation Cleanup with SPRIselect
Vortex to resuspend SPRIselect Reagent. Add 80µL
SPRIselect Reagent (0.8X) to each sample. Pipette mix and incubate 0h 5m 0s
at Room temperature
.
Place on the magnet (high end) until the solution clears. Remove the supernatant.
To wash, add 200µL
80% ethanol to the pellet. Wait0h 0m 30s
.
Remove the ethanol.
Repeat steps 18.3 and 18.4 for a total of 2 washes.
Centrifuge briefly and place on the magnet (low end).
Remove any remaining ethanol. Air dry for 0h 2m 0s
. DO NOT exceed 0h 2m 0s
as this will decrease elution efficiency. Remove from the magnet. Add 30.5µL
Buffer EB. Pipette mix and incubate 0h 2m 0s
at Room temperature
.
Place on the magnet (Low end) until the solution clears.
Transfer 30µL
sample to a new tube strip.
Sample Index PCR
Choose the appropriate sample index sets to ensure that no sample indices overlap in a multiplexed sequencing run. Record the 10x Sample Index name (PN-1000215 Dual Index Plate TT Set A well ID) used.
Add 50µL
Amp Mix (PN-2000047 or 2000103) to 30µL
sample.
Add 20µL
of an individual Dual Index TT Set A to each sample and record the well ID used. Pipette mix 5x (pipette set to 90µL
). Centrifuge briefly.
Incubate in a thermal cycler with the following protocol.
A | B | C |
---|---|---|
Lid Temperature | Reaction Volume | Run Time |
105°C | 100 µl | ~25-40 min |
A | B | C |
---|---|---|
Step | Temperature | Time |
1 | 98°C | 00:00:45 |
2 | 98°C | 00:00:20 |
3 | 54°C | 00:00:30 |
4 | 72°C | 00:00:20 |
5 | Go to step 2, see below for # of cycles | |
6 | 72°C | 00:01:00 |
4°C | Hold |
A | B |
---|---|
cDNA Input | Total Cycles |
1-25 ng | 14-16 |
25-150 ng | 12-14 |
150-500 ng | 10-12 |
500-1,000 ng | 8-10 |
1,000-1,500 ng | 6-8 |
Store at 4°C
up to 72h 0m 0s
or proceed.
Post Sample Index PCR Double Sided Size Selection with SPRIselect
Vortex to resuspend the SPRIselect reagent. Add 60µL
SPRIselect Reagent (0.6X) to each sample. Pipette mix and incubate0h 5m 0s
at room temperature.
Place on the magnet until the solution clears. DO NOT discard supernatant. Transfer 150µL
supernatant to a new tube strip.
Vortex to resuspend the SPRIselect reagent. Add 20µL
SPRIselect Reagent (0.8X) to each sample. Pipette mix and incubate 0h 5m 0s
atRoom temperature
.
Place on the magnet until the solution clears. Then remove 165µL
supernatant. DO NOT discard any beads.
With the tube still in the magnet, add 200µL
80% ethanol to the pellet to wash the beads. Wait 0h 0m 30s
.
Remove the ethanol.
Repeat steps 28 and 29 for a total of 2 washes.
Centrifuge briefly. Place on the magnet. Remove remaining ethanol.
Remove from the magnet. Add 35.5µL
Buffer EB. Pipette mix and incubate 0h 2m 0s
at Room temperature
and then place on the magnet until the solution clears.
Transfer 35µL
to a new tube strip. Store at 4°C
for up to 72h 0m 0s
or at -20°C
for long-term storage.
Post Library Construction QC
Determine concentration using Qubit fluorimeter. Run 1µL
sample (dilute to 1-5ng/ul) on an Agilent Bioanalyzer High Sensitivity chip.
Determine the average fragment size from the Bioanalyzer trace. This will be used as the insert size for library quantification.
Sequencing the libraries
3ʹ Gene Expression Library Sequencing Depth & Run Parameters
Sequencing Depth: Minimum 50,000 read pairs per cell
Sequencing Type: Paired-end, dual indexing
A | B |
---|---|
Sequencing Read | Recommended Number of Cycles |
Read 1 i7 Index i5 Index Read 2 | 28 cycles 10 cycles 10 cycles 90 cycles |