Resource and Code Availability
All materials are available from the corresponding author (
[email protected]) upon request.
1. Yeast Display
1.1 Expression of FLAG-tagged Chromatin Regulators (CRs) in HEK-293 cells. Full length DNMT3A, or
TET1, TET2, or TET3 fused to the 3xFLAG were cloned into a pRetro-CMV2-TO-puromycin vector using
Gibson assembly. 24 hours prior to transfection, HEK-293 cells were plated in 4 x 10 cm plates in DMEM
(Thermo Scientific 10569044) + 10% FBS (Sigma-Aldrich F0926-500ML) supplemented with L-glutamine and
Pen/Strep (Fisher Scientific 10378-016). At the time of transfection, cells were 70-80% confluent. The following
day (20-24 hours later), cells were transfected with pRetro-CMV2-TO-3xFLAG-CR (DNMT3A, TET1, TET2 or
TET3). Before transfection: in each 10cm plate, medium was changed to 20 mL serum-free DMEM (no FBS,
no Pen/Strep). For transfection, two sets of 1.5 ml tubes were prepared: one set containing 450 µl 2X HBS (50
mM HEPES, pH 7.05, 10 mM KCl, 12 mM dextrose, 280 mM NaCl, 1.5mM Na2PO4) and another set containing
25µg plasmid (pRetro-CMV2-TO-3xFLAG-CR) + 65µl 2M CaCl2 into 0.1XTE (450 µl total). DNA and CaCl2
were pipette-mixed and added dropwise to the 2X HBS. This mixture was incubated at room temp for 1 min.
The DNA-calcium-phosphate co-precipitate was added dropwise to the surface of the media containing the
cells and the plate was swirled gently to mix. Ten to twelve hours after transfection, the medium was gently
aspirated, and 10 ml of pre-warmed DMEM medium (+10% FBS, no Pen/Strep) was added without disturbing
the fine precipitates on the bottom of the plate. 48-72 hrs post transfection, transfected cells were harvested.
1.2 Preparation of CR-coated magnetic beads for yeast display. HEK-293 cells transfected with each
individual CR were scraped in 10 mL lysis buffer (50 mM Tris–HCl, pH 8.0, 1 mM EDTA, 150 mM NaCl, 1%
NP40, 1× PMSF, and 1 x NEM) and cell lysates kept on ice for 30 min. Cell lysates were cleared by
centrifugation at 10,000 × g for 1 min and the supernatant was kept on ice. To prepare magnetic beads for
immunoprecipitation, anti-FLAG magnetic beads (Bimake B26102) were resuspended in the vial via pipette-
mixing. 150 µL (the amount may be scaled up or down as required) of the bead suspension was transferred to
a new tube with 0.5 mL TBS buffer (50 mM Tris HCl, 150 mM NaCl, pH 7.4). The mixture was gently pipetted 5
times. The tube was placed on the magnet for 10 seconds to separate the beads from the solution after which
the supernatant was discarded. This step was repeated 2 times. (Note: Prepare all magnetic beads together
and then divide into aliquots if processing multiple samples). To bind the CRs complex to the magnetic beads,
~500 µL of cell lysate was added to the washed magnetic beads. The tubes were gently rotated for 2 h at room
temperature or overnight at 4°C. The tubes were placed on the magnet to separate the beads from the solution
for 2 minutes and the supernatant was transferred into a new tube. (Note: During the binding process,
magnetic beads occasionally cluster together). To wash any non-specifically bound proteins from the beads,
500 µL PBST was added to the tube (136.89 mM NaCl; 2.67 mM KCl; 8.1 mM Na2HPO4; 1.76 mM KH2PO4;
0.5% Tween-20), and the magnetic beads were resuspended by pipetting gently. The tube was rotated for 5
min, and placed on the magnet to separate the beads from solution for 2 minutes to remove the supernatant.
This wash step was repeated 2 times. If contaminating proteins are still bound non-specifically to the beads (as
measured by Western blot), extend the wash time, increase the number of washes, or increase the detergent
content in the wash buffer.
1.3 Yeast growth and induction. The yeast nanobody library14 was maintained in Yglc4.5 -Trp medium (1
liter: 3.8 g of -Trp drop-out media supplement (US Biological), 6.7 g Yeast Nitrogen Base, 10.4 g. Sodium
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Citrate, 7.4 g Citric Acid Monohydrate, 10 mL Pen-Strep (10,000 units/mL stock), and 20 g glucose, pH 4.5).
Nanobody expression is under the control of the GAL1 promoter: nanobodies are only produced on the cell
surface when the yeast is grown in a galactose-containing medium. Expression of the nanobody library was
induced by dilution of a yeast aliquot of ≥10x library diversity into -Trp +galactose medium (1 liter: 3.8 g -Trp
drop-out media supplement (US Biological), 6.7 g Yeast Nitrogen Base, 10 mL Pen-Strep (10,000 units/mL
stock), 20 g glucose or galactose (glucose for normal growth and galactose for induction of nanobodies), pH 6)
followed by shaking for 48 hours, at 25 °C, 220 rpm. For the initial yeast dilution, we used at least 5×1010 yeast
cells in the inoculum to ensure >10x coverage of the nanobody library during each passage and to avoid loss
of nanobody clones in passaging.
1.4 Bead-Based Enrichment (BBE) of nanobodies using yeast surface display. CR-coated beads were
prepared as described in step 1.2 for positive enrichment. 150 µl washed beads were removed from the
magnet, resuspended in 1000 µl ice-cold selection buffer (20 mM HEPES, pH 7.5, 150 mM sodium chloride,
2% (w/v) BSA, 1 mM EDTA), and placed on ice until needed. 5x1010 induced yeast were used for the first
round of selection and 5×108 induced yeast were for subsequent rounds. Yeast were washed and
resuspended in selection buffer and then incubated with the CRs antigen-coated beads at 4°C for 2 hours.
This yeast display step was conducted against the TET1, TET2, and TET3 proteins together, by combining the
coated beads from all three tubes in step 1.2 with induced yeast. Yeast display against DNMT3A was
performed separately.
1.4.1 Perform yeast negative selection. Each round of BBE selection began with a negative selection
preclear step. Yeast were incubated with non-antigen-coated beads to remove yeast-expressing nanobodies
that bound nonspecifically to the magnetic beads. Specifically, 150 μL resuspended magnetic beads
conjugated with anti-FLAG-antibody and coated with FLAG tag alone (no CR) were added to the yeast cells
induced with galactose. To produce these FLAG-coated beads, we first transfected HEK-293 cells with the
pRetro-TO-FLAG empty vector to express the FLAG tag only, and 48 hours post-transfection, we performed
immunoprecipitation (IP) using lysates from these cells. We then used these FLAG-coated-beads for negative
selection, as follows: Cells were incubated and rotated at 4°C for 2h. Upon completion of the incubation, the
tube was placed on the magnet, taking care to transfer any liquid lodged in the cap of the tube to the bottom
portion of the tube. After 2 minutes, the supernatant was carefully removed from the tube and transferred into a
fresh 10 mL tube labeled “negative preclear #1”. Beads were resuspended in 1 mL ice-cold selection buffer
with a pipette and placed on the magnet for 2 minutes. Supernatant was removed and discarded; beads were
resuspended in 1 mL ice-cold selection buffer and set aside. The pre-clear step was repeated using the
supernatant from the previous step as input, and then the resulting depleted supernatant was carried through
to the following step.
1.4.2 Perform yeast positive selection. After the negative selection, nanobodies were enriched over 3
rounds of BBE selection by staining the yeast with CR complex-coated beads. Specifically, the yeast cells after
negative selection were mixed with the complex-coated magnetic beads and rotated at 4°C for 2h. Upon
completion of the incubation, the tube was placed on the magnet, taking care to transfer any liquid lodged in
the cap of the tube to the bottom portion of the tube. The cells and the beads were incubated on the magnet for
2 minutes. The supernatant was carefully removed from the tube and discarded. The beads were resuspended
in 10 mL ice-cold selection buffer using a pipette and then placed on the magnet for 2 minutes. The
supernatant was removed. The beads should contain a population of yeast cells containing nanobodies
enriched for binding to the target, in this case DNMT3A, or TET1/2/3.
1.4.3 Rescue the enriched yeast population. Beads from the previous positive selection were resuspended
in -Trp4.5 media and transferred to a sterile culture tube containing 4 mL -Trp4.5 media (5 mL -Trp media,
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beads, and cells in total). The tube was vortexed gently and 5 μL sample was collected from the culture. The 5
μL sample was diluted into 995 μL -Trp4.5 media (200x dilution) and set aside in a clean tube labelled “positive
#1” for a later analysis step. The cells on the beads were grown at 30°C with shaking for 48 hours.
1.4.4 Plate fractions of beads from negative and positive selectionsorts to estimate the number of cells
recovered in each step. The saved supernatant from the negative sorts (negative preclear #1) were vortexed,
and 100 μL was transferred into 400 μL fresh -Trp4.5_media. The diluted samples were vortexed and 5 μL of
each sample was transferred into 995 μL -Trp4.5_media (200x dilution) (tube labeled as negative preclear #2).
The 200x dilutions of the negative sort (negative preclear #2) and the positive sorts (positive #1) were vortexed
and 10μL from each population was transferred into 190μL -Trp4.5_media (4000x dilution). A -Trp4.5_media
plate was divided into four regions using a permanent marker; each dilution was vortexed and 20u was plated.
The plate was grown at 30°C for 3 days and resulting colonies counted. One colony in the 200x and 4000x
dilutions represents 5x104 and 1x106 cells recovered, respectively. This step allows for an estimate of the
library size after each round.
1.4.5 Prepare selected yeast sorted cells for further rounds of selection. After the overnight growth, the
cells’ OD600 was measured. If the OD600 is still low, continue to allow the cells to grow; another day of the
growth is acceptable in case of especially low OD600s. Once the culture approached saturation, cells were
pelleted (at 900xg for 5 minutes) and supernatant aspirated. The pellet was resuspended in 1 mL
Trp4.5_media and transferred to a 2 mL tube. The tube was placed on the magnet for 2 minutes. The
supernatant was recovered and diluted into two cultures for further expansion. 2.5x108 cells were diluted into
25 mL -Trp4.5_media for growth and induction, and the remaining cells were diluted into 25 mL -Trp4.5_media
for overnight growth and temporary storage at 4°C in case the first selected population needs to be induced
and selected again. Once the 2.5x108 yeast cell culture containing ~2.5x108 cells reached an OD600 between
2 and 5, 5x108 cells were pelleted and resuspended in 50 mL -Trp4.5_media. Cells were incubated at 25°C
with shaking for 48h to induce.
1.5 Confirm CR complex binding to the enriched nanobody library. 3xFLAG-tagged DNMT3A or TET1/2/3
was expressed in HEK-293T cells, and the resulting cell lysate containing the DNMT3A complex was used as
the selection antigen. After each round of BBE selection, following galactose induction of nanobodies,
nanobody-expressing yeast were incubated with the DNMT3A,or TET1/2/3 complex-containing lysate, washed,
and then stained with Anti-DYKDDDDK Tag (FLAG tag) Mouse Monoclonal antibody (FITC (Fluorescein))
(GenScript, A01632, 1:50 dilution), and HA-Tag (6E2) Mouse mAb (Alexa Fluor® 647 Conjugate)(Cell
Signaling Technology, 3444S, 1:50 dilution). DNMT3A, or TET1/2/3 binding was confirmed and analyzed by
flow cytometry (Biorad ZE5) to verify the enrichment for nanobody binders compared to the naive yeast library.
After three rounds of BBE selections, the library of nanobody plasmids was extracted from the enriched yeast
library by Zymoprep Yeast Plasmid Miniprep II (Zymo D2004).
2. High-throughput screening of nanobodies capable of silencing in human cells
2.1 Pooled library cloning of selected nanobodies into a lentiviral construct
The library of enriched yeast nanobody library plasmids was extracted after three rounds of yeast display
enrichment and then PCR amplified with Q5 Ultra II Master Mix (NEB M0544L). 10 ng of nanobody library
template was added to 23 µl H2O, 1 µl of each 10 µM primer1, and 25 µL master mix for 8 50 µL reactions. All
primers used for library amplification are available in1. Reactions were amplified as follows: 3 minutes at 98°C,
then 25 cycles of 98°C for 10s, 55°C for 30s, 72°C for 50s, and a final extension at 72°C for 10 minutes. The
resulting amplified dsDNA libraries were loaded onto a 2% TAE gel (run for 25 minutes at 100 V) and excised
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at the expected length (around 400 bp). A QIAgen gel extraction kit (Qiagen 28706) was used for purification of
excised DNA. The libraries were cloned into lentiviral recruitment vectors pWJ036 (anti-DNMT3A nanobody
screen) or pWJ254 (anti-TET nanobody screen) with 4x10 µl GoldenGate reactions (75 ng of pre-digested and
gel-extracted backbone plasmid, 5 ng of library (2:1 molar ratio of insert:backbone), 0.25 µL of T4 DNA ligase
(NEB M0202M), 0.75 µL of Esp3I-HF (NEB), and 1 µL of 10x T4 DNA ligase buffer) using 60 cycles of
digestion at 37°C and ligation at 16°C for 5 minutes each, followed by a final 5 minute digestion at 37°C and
then 20 minutes of heat inactivation at 70°C.
Golden Gate reactions were pooled together and purified using MinElute columns (Qiagen 28004), eluting the
combined products in 6 μL of ddH2O. 2 μL of the resulting eluate was transformed into 50 μL of Endura DUO
electrocompetent cells (Lucigen 60242-2) and recovered in 2 mL of LB, shaking, for one hour. Cells were then
plated on 6 10’’ x 10’’ LB-agar plates with carbenicillin. After overnight growth at 30°C, colonies were scraped
off plates and collected. Plasmid pools were extracted with a HiSpeed Plasmid Maxiprep kit (Qiagen 12663).
After purification, domains were amplified from the original oligo pool and the plasmid pool using primers with
Illumina adapter extensions (as in 1) using 10 ng of input pool, 23 μL H2O, 1 of each 10 uM primer, and 25 μL
of Q5 Ultra II master mix. Amplification conditions were as follows: 3 minutes at 98°C, then 17 cycles of 98°C
for 10 s, 55°C for 30 s, 72 °C for 50 s, and a final step of 72°C for 10 minutes. Sequencing datasets were
analyzed as described in section 2.5 to determine the uniformity of coverage and synthesis quality of the
libraries. In addition, 20 - 30 colonies from the transformations were Sanger sequenced (Quintara) to estimate
the cloning efficiency and the proportion of empty backbone plasmids in the pools.
2.2 High-throughput recruitment to measure nanobody silencing activity
For the DNMT3A-enriched nanobody screen, HEK-293T cells were plated on four 10-cm plates to generate
sufficient quantities of the lentiviral libraries. 5×106 HEK-293T cells were plated on each plate in 10 mL of
DMEM, grown overnight, and then transfected with a mixture of the three third-generation packaging plasmids
(6.5 µg pMDLG/pRRE, 5 µg Rev, 3.5 µg VSVG, Addgene #s 12259, 12253, and 12251; all gifts from D.
Tronos) and 10 µg of rTetR-nanobody library using the calcium phosphate method. Lentivirus was harvested at
48 hours and 72 hours and filtered through a 0.45-mm PVDF filter (Thermo Scientific 168-0045 ) to remove
any cellular debris. 8 10-cm plates of HEK-293 reporter cells (already expressing pJT055, the surface marker-
Citrine reporter) were infected with the lentiviral library in two separate biological replicates. Infected cells were
grown for 3 days, after the cells were selected with 2 µg/mL puromycin for 3 days. Infection and selection
efficiency were monitored every other day using flow cytometry to measure mScarlet- (and thus nanobody)
positive cells (using a BioRad ZE5). Cells in each 10-cm plate were transferred to 15-cm plates to increase
maintenance coverage to >25,000x cells per library element (a very high coverage level that compensates for
losses due to incomplete puro selection, library preparation, and library synthesis errors). On day 3 post-
infection, nanobody recruitment at the reporter was induced by treating the cells with 1 µg/ml doxycycline
(Fisher Scientific 40-905-0) for 5 days. Cells were split every other day and measured for maintenance
coverage using flow cytometry.
A pre-silenced reporter cell line was prepared as follows: two 10-cm plates of HEK-293A cells stably
expressing pJT055 (surface marker-Citrine reporter) were transfected using Lipofectamine LTX (following
manufacturer’s protocol, Fisher Scientific 15-338-100) with 10 μg of a plasmid expressing rTetR-DNMT3A.
Doxycycline was added at a final concentration of 1 µg/ml to the cells concurrently with transfection. 48 hours
post-transfection, cells were sorted on a SONY FACS machine to isolate the DNMT3A-silenced (Citrine-
negative) population. Doxycycline was removed from the media and Citrine-negative cells were maintained in
DMEM as normal to allow residual plasmid to dilute out.
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For the TET-enriched nanobody screen, the above lentiviral production was repeated using 2 10-cm plates of
anti-TET-enriched nanobody lentiviral libraries to infect 6 10-cm plates of HEK-293A cells silenced transiently
with DNMT3A, in biological replicate. Selection and recruitment steps were performed identically to the
previous screen.
2.3 Magnetic separation of reporter cells
At each timepoint, HEK-293 cells were trypsinized and spun down at 300xg for 5 minutes. Cells were then
resuspended in 15 mL of PBS (Thermo Fisher 10010023) and centrifuged again. Protein G Dynabeads
(ThermoFisher, 10003D) were prepared by gentle pipetting to resuspend. 50 mL of blocking buffer was
prepared per 2 x 108 cells by adding 1 g of biotin-free BSA (Sigma Aldrich A4503) and 200 µL of 0.5 M pH 8.0
EDTA (Thermo Fisher, 15575020) into DPBS (GIBCO), and then kept on ice. 60 μL of beads was prepared for
every 1 x 107 cells as follows: beads were added to the magnetic stand, storage buffer was removed, and an
equivalent volume of blocking buffer was added. Beads were resuspended via pipetting or gentle vortexing,
added back to the magnetic stand where buffer was removed, and finally resuspended in 1 mL of blocking
buffer per 200 µL of original bead volume. The prepared beads were used to resuspend the previously
prepared cell pellets, and the cell-bead mixture was incubated for 90 minutes on a nutator at room
temperature. After incubation, the bead and cell mixture were placed on the magnetic rack for > 2 minutes. The
unbound supernatant was transferred to a new tube, placed on the magnet again for > 2 minutes to remove
any remaining beads, and then the supernatant was transferred and saved as the unbound fraction. Then, the
beads were resuspended in the same volume of blocking buffer, magnetically separated again, the
supernatant was discarded, and the tube with the beads was kept as the bound fraction. The bound fraction
was resuspended in the original volume of blocking buffer. Flow cytometry (ZE5) was performed using a small
portion of each fraction to estimate the number of cells in each fraction (to ensure library coverage was
maintained) and to confirm separation based on Citrine reporter levels. Finally, the samples were spun down
and the pellets were frozen at -20°C until genomic DNA extraction.
2.4 Genomic library preparation and next generation sequencing
Genomic DNA was extracted with the QIAamp Blood Maxi Kit (Qiagen 51192) following the manufacturer’s
instructions with up to 1 x 108 cells per column. DNA was eluted in EB and not AE to avoid subsequence PCR
inhibition. The domain sequences were amplified by PCR with primers containing Illumina adapters as
extensions. A test PCR was performed using 400 ng of genomic DNA in a 50 μL (half size) reaction to verify if
the PCR conditions would result in a visible band at the expected size for each sample. Then, 25 x 50 μL
reactions were set up on ice. PCR was performed identically to section 2.2, except 400 ng of genomic DNA
was used as input for each reaction. The PCR reactions were pooled and ≥ 140 μL were run on at least three
lanes of a 2% TAE gel alongside a 100-bp ladder for at least one hour, the library band around 400 bp was cut
out, and DNA was purified using the QIAquick Gel Extraction kit with a 30 μL elution. Libraries were then
quantified with a Qubit dsDNA HS Assay Kit (Thermo #Q33231) and Agilent TapeStation (Agilent #G2964AA)
and sequenced on an Illumina NextSeq with a 300-cycle High-Output kit using paired-end sequencing (forward
read 200 and reverse read 100 cycles) and 8-cycle index reads.
2.5 High-throughput sequencing data analysis
Sequencing reads were demultiplexed using bcl2fastq (Illumina). Individual CDR sequences were extracted
from read pairs and CDR sequence combination instances were counted using the Python script
‘make_nanobody_counts.py’. Briefly, the script uses portions of the nanobody constant sequences that
bookend each CDR to define the boundaries of and extract CDR sequences along with their per-nucleotide
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quality scores. CDR1 and CDR2 information were extracted from the R1 read while CDR3 information was
extracted from the reverse complement of the corresponding R2 read. CDR-wide mean quality scores were
computed from the per-nucleotide quality scores, and read sequence and quality information were compiled
into a dataframe. Reads with one or more undetected CDR and/or with mean quality scores less than 30 were
filtered out. Reads with identical CDR combinations at the DNA-sequence level were grouped and counted.
This process was repeated for each sample sequenced. The enrichments for each nanobody (CDR
combination) between OFF and ON samples were computed using the script ‘makeRhos.py’. In this script,
nanobodies with fewer than 5 reads in both samples for a given replicate were filtered out, whereas
nanobodies with fewer than 5 reads in one sample would have those reads adjusted to 5 to avoid inflating
enrichment values due to low sequencing depth. Counts were normalized to the sum of counts in that sample
to account for differences in sequencing depth (in effect, frequencies were computed) prior to computing
log2(OFF:ON) enrichment scores. All code for high-throughput screening analysis can be found on Github at
https://github.com/bintulab/HT-recruit-Analyze.
3. Individual validations of nanobody function in human cells
3.1 Silencing and activation assays measured by flow cytometry
Individual nanobodies were synthesized as gBlocks from IDT and cloned as direct fusions to rTetR using
Gibson assembly into the recruitment vectors pWJ036 or pWJ254, as used in the high-throughput recruitment
assays. HEK-293 cells expressing the surface marker-Citrine reporter were infected with each nanobody
separately. One day after infection, selection for the nanobody constructs was started using puromycin (2
ug/mL), and continued until > 90% of the cells were mCherry positive (~2 days). Cells were split into separate
wells of a 24-well plate and either treated with doxycycline (1 ug/ml) to recruit the rTetR-Nanobody to the
reporter or left untreated. After 6-10 days of treatment, doxycycline was removed by spinning down the cells,
replacing media with PBS to dilute any remaining doxycycline, and then spinning down the cells again and
transferring them to fresh media. Time points were measured every 2-3 days by flow cytometry analysis of >
10,000 cells on a ZE5 flow cytometer (BioRad). Data was analyzed using Cytoflow
(https://github.com/cytoflow/cytoflow, courtesy of bpteague). Events were gated for viability and for mCherry as
a delivery marker.
3.2 Consensus sequence determination for hit nanobodies
The sequences of each CDR for all hit anti-DNMT3A nanobodies (those with enrichment score >2 in the
repressor nanobody screen) were submitted to the MEME Suite for consensus construction30. Clustal Omega
was used for initial multiple sequence alignment (MSA) analyses, and final alignments for selected nanobodies
were performed by hand as seen in Fig. S1A.
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