Using multi-omics approach to decode regulatory program remodeling after Trp53 lose.
Mus musculus Trp53 knockout Microwell-seq scRNA scATAC
We used multi-omics approach to decode regulatory program remodeling after Trp53 lose. To allow for public access of the resource, we created a Trp53 Knockout Atlas website at http://bis.zju.edu.cn/KO_Atlas/Trp53/.
Trp53 KO Atlas website consists of seven web pages.
1. Home: This page contains three sections. About describes the functions and update of the Trp53 KO Atlas website, Mouse tissue info gives a brief description of each organization of the sample, Microwell-seq protocol describes how Microwell-seq operates.
2. Atlas: In Trp53 KO Atlas, we analysed >1,000,000 single cells from >20 mouse tissues (2-4 replicates per tissue in general). In the Atlas, the complete mouse tissue dataset from Trp53 KO mouse are grouped into 104 major clusters. Users can view each cluster, each tissue and each gene by choosing the optional box on the left. Atlas view provides global view on single cell level, Marker list provides marker genes for each cluster.
Microwell-seq Type | Mouse Type | Tissues | Cells | Clusters | Source Web | Quick Access |
---|---|---|---|---|---|---|
scRNA | Trp53 KO mouse | 24 mouse tissues | >400,000 | 98 | Trp53 KO Atlas | |
scATAC | Trp53 KO/WT mouse | >23 tissues | 298,702 | 25 | Trp53 KO Atlas | |
Spatial | Trp53 KO/WT mouse | Thymus | 42,110 | 20 | Trp53 KO Atlas |
3. Gallery: In the Gallery, users could download the single-cell digital gene expression (DGE) matrix and get information of the cell number and sample source for each data. The results of the clustering analysis with marker genes are also shared on the Gallery.
4. scATAC: In scATAC, we provided cell cluster information and signal tracks for scATAC alats. In scATAC Atlas page, the complete mouse tissue dataset from Trp53 KO mouse are grouped into 25 major clusters, detailed information for every cell type is provided. In scATAC Track page, users could load signal tracks and compare them among cell types/regions.
5. Search: This page provide single gene search results in the complete dataset. The bar chart of the gene expression in top 20 cell types, tissues and stages will be returned.
6. FAQ: Some Frequently Asked Questions are listed on this page, inlcuding the corresponding dataset and code address.
7. Contact: Download links for data and contact information for data providers are placed in this page. We also provide message board on this page.
On Jul 04, 2024: More tissues added.
On Nov 03, 2022: Trp53 KO Atlas released.
Using multi-omics approach to decode regulatory program remodeling after Trp53 lose.
The urinary bladder is a hollow muscular organ in many animals, that collects and stores urine from the kidneys before disposal by urination. All mammals have a urinary bladder. This structure begins as an embryonic cloaca. In the vast majority, this eventually becomes differentiated into a dorsal part connected to the intestine and a ventral part which becomes associated with the urinogenital passage and urinary bladder.
Bone marrow is the flexible tissue in the interior of bones. The two types of bone marrow are 'red marrow' , which consists mainly of hematopoietictissue, and 'yellow marrow' (Latin: medulla ossium flava), which is mainly made up of fat cells. Red blood cells,platelets, and most white blood cells arise in red marrow. Both types of bone marrow contain numerous blood vessels and capillaries.
The Brain is an organ that serves as the center of the nervous system in all vertebrate and most invertebrate animals. The brain is located in the head, usually close to the sensory organs for senses such as vision.
In vertebrates, the gallbladder, also known as the cholecyst, is a small hollow organ where bile is stored and concentrated before it is released into the small intestine.
A bile duct is any of a number of long tube-like structures that carry bile, and is present in most vertebrates.Bile is required for the digestion of food and is secreted by the liver into passages that carry bile toward the hepatic duct. It joins the cystic duct (carrying bile to and from the gallbladder) to form the common bile duct which then opens into the intestine.
Hearts are hollow muscular organs located behind the sternum and between the lungs; its rhythmic contractions move the blood through the body.
The kidneys are two bean-shaped organs found on the left and right sides of the body in vertebrates. They filter the blood in order to make urine, to release and retain water, and to remove waste and nitrogen (the excretory system). They also control the ion concentrations and acid-base balance of the blood. Each kidney feeds urine into the bladder by means of a tube known as the ureter.
The large intestine, also known as the large bowel, is the last part of the gastrointestinal tract and of the digestive system in tetrapods. Water is absorbed here and the remaining waste material is stored in the rectum as feces before being removed by defecation. The colon is the longest portion of the large intestine, and the terms are often used interchangeably but most sources define the large intestine as the combination of the cecum, colon, rectum, and anal canal.
We isolated two types of masses, Large Intestine Lump and Mesenteric Mass, from the large intestine and mesentery of KO0072 mice. As well as Subcutaneous Mass and Intraperitoneal Mass, from the cervical subcutaneous tissue and intraperitoneal cavity of 0018 mice.
The liver is a vital organ only found in vertebrates. The liver has a wide range of functions, including detoxification of various metabolites, protein synthesis, and the production of biochemicals necessary for digestion. It also plays a role in metabolism, regulation of glycogen storage, decomposition of red blood cells and hormone production.
The lungs are the primary organs of the respiratory system in humans and many other animals including a few fish and some snails. In mammals and most other vertebrates, two lungs are located near the backbone on either side of the heart. Their function in the respiratory system is to extract oxygen from the atmosphere and transfer it into the bloodstream, and to release carbon dioxide from the bloodstream into the atmosphere, in a process of gas exchange.
A lymph node, or lymph gland, is a kidney-shaped organ of the lymphatic system and the adaptive immune system. A large number of lymph nodes are linked throughout the body by the lymphatic vessels. They are major sites of lymphocytes that include B and T cells. Lymph nodes are important for the proper functioning of the immune system, acting as filters for foreign particles including cancer cells, but have no detoxification function.
The small intestine or small bowel is an organ in the gastrointestinal tract where most of the absorption of nutrients from food takes place. It lies between the stomach and large intestine, and receives bile and pancreatic juice through the pancreatic duct to aid in digestion. The small intestine is about 18 feet (6.5 meters) long and folds many times to fit in the abdomen. Although it is longer than the large intestine, it is called the small intestine because it is narrower in diameter.The small intestine has three distinct regions – the duodenum, jejunum, and ileum. The duodenum, the shortest, is where preparation for absorption through small finger-like protrusions called villi begins. The jejunum is specialized for the absorption through its lining by enterocytes: small nutrient particles which have been previously digested by enzymes in the duodenum. The main function of the ileum is to absorb vitamin B12, bile salts, and whatever products of digestion that were not absorbed by the jejunum.
The ovary is an ovum-producing reproductive organ, found in pairs in the female as part of the vertebrate female reproductive system. The ovaries are the site of production and periodical release of egg cells, the female gametes. In the ovaries, the developing egg cell (or oocyte) grows within the environment provided by follicles.
The pancreas is a glandular organ in the digestive system and endocrine system of vertebrates. It is an endocrine gland producing several important hormones, including insulin, glucagon, somatostatin, and pancreatic polypeptide which circulate in the blood. The pancreas is also a digestive organ, secreting pancreatic juice containing bicarbonate to neutralize acidity of chyme moving in from the stomach, as well as digestive enzymes that assist digestion and absorption of nutrients in the small intestine.
The small intestine or small bowel is the part of the gastrointestinal tract between the stomach and the large intestine, and is where most of the end absorption of food takes place. The small intestine has three distinct regions - the duodenum, jejunum, and ileum. The primary function of the small intestine is the absorption of nutrients and minerals from food.
The spleen is an organ found in virtually all vertebrates. Similar in structure to a large lymph node, it acts primarily as a blood filter. The spleen plays important roles in regard to red blood cells (also referred to as erythrocytes) and the immune system. It removes old red blood cells and holds a reserve of blood, which can be valuable in case of hemorrhagic shock, and also recycles iron. As a part of the mononuclear phagocyte system, it metabolizes hemoglobin removed from senescent red blood cells (erythrocytes).
The stomach is a muscular, hollow organ in the gastrointestinal tract of humans and many other animals, including several invertebrates. The stomach has a dilated structure and functions as a vital digestive organ. In the digestive system the stomach is involved in the second phase of digestion, following mastication (chewing).
The thymus is a specialized primary lymphoid organ of the immune system. Within the thymus, T cells or T lymphocytes mature. That is to say, in the two thymic lobes, hematopoietic precursors from the bone-marrow, referred to as thymocytes, mature into T-cells.
The uterus or womb is a major female hormone-responsive reproductive sex organ of humans and most other mammals. The reproductive function of the uterus is to accept a fertilized ovum which passes through the utero-tubal junction from the fallopian tube (uterine tube). The fertilized ovum divides to become a blastocyst, which implants into the endometrium, and derives nourishment from blood vessels which develop exclusively for this purpose.
We taught a local company (G-Bio Biotechnology Co. Ltd) to provide Microwell-seq Kit/Service http://www.igeneseq.com/research_detail/dxbcp/microwell.html.
The diameter of the microwells used in microwell-seq 1.1 was 28 μm and the depth is 35 or 30 μm, depending on different cell sizes, with the diameter 32μm and the depth 45 μm used in Microwell ATAC-seq to accommodate more nuclei. The new silicon plate was ordered from Suzhou Cchip Scientific Instrument Co.,Ltd.. The silicon microwell plate was then used as a mould to make a polydimethylsiloxane (PDMS) plate with the same number of micropillars. Before the experiments, a disposable agarose microwell plate was made by pouring 5% agarose solution onto the surface of the PDMS plate. Both the silicon and the PDMS plates are reusable.
We optimized the previous protocol to improve the efficiency of three-segment molecular chain synthesis. Magnetic beads coated with carboxyl groups were provided by Suzhou Knowledge & Benefit Sphere Tech (diameter 20 μm used in Microwell-seq 1.1, diameter 28 μm used in Microwell ATAC-seq). The barcoded oligonucleotides on the surface of the beads were synthesized by three rounds of split-pool. All the sequences used for the Microwell-seq 1.1 beads and Microwell ATAC-seq beads were listed in supplementary Supplementary Table 4.
For first batch of bead synthesis, 300–350 μL carboxyl magnetic beads (50 mg/mL) were washed twice with 0.1 M 2-(N-morpholino) ethanesulfonic acid (MES). The beads were then suspended in a final volume of 635 μL of 0.1 M MES. 1-Ethyl-3-(3-dimethyl aminopropyl) carbodiimide hydrochloride (EDC; 3.08 mg) was added to the beads, and 6.2 μL beads was then placed in each well of a 96-well plate. Amino-modified oligonucleotides (2.5 μL, 50 μM in 0.1 M MES) were then added to each well. After vortexing the mixture and incubating it for 20 min at ambient temperature, we distributed a 0.5-μL mix (6 mg EDC in 100 μL of 0.1 M MES) into each well. After an additional round of vortexing and incubation for 20 min at ambient temperature, an additional 0.5 μL mix (6 mg EDC in 100 μL of 0.1 M MES) was distributed into each well. After vortexing and incubation for 80 min at ambient temperature, the beads were collected in 1 mL of 0.1 M phosphate-buffered saline (PBS) containing 0.02% Tween 20. After centrifugation, the supernatant was carefully removed. The beads were then washed twice in 1 mL TE (10 mM Tris-HCl, 1 mM EDTA, pH 8.0).
In the second split-pool, the beads were washed twice with 10 mM Tris-HCl (pH 8.0) and divided to the wells of another 96-well plate with beads mix consisting of 1x NEBuffer™ 2, 1 mM dNTP (5 μL each well), and 50 μM oligonucleotides were added (1 μL each well). The oligonucleotides in each tube encoded a sequence with reverse complementarity to linker 1, a unique barcode and a linker 2 sequence. The plate was then incubated in 95°C PCR machine for 10 seconds with pre-shaken and it was quickly followed by mixing beads on a rotary mixer (10 rpm) at room temperature for 10-20 min to promote the binding of the oligos. After that, we added the polymerase mastermix [1× NEBuffer™ 2, 200 U/mL Klenow (NEB)] to the plate (2.5 μL each well) and mixed them. The polymerization was carried out by incubating the beads for 1 hour at 37°C on a rotary mixer (10 rpm). Next, the plate was placed on ice and 0.15M EDTA was added to the plate (1.5 μL each well). After a short centrifugation, all beads were collected into one tube on ice. The beads were resuspended and incubated in 500 µL 0.1 M NaOH at room temperature for 30 sec twice to thoroughly denature the hybrid. Following denaturing, the NaOH was removed and beads were washed twice with 1mL TE-TW [10 mM Tris (pH 8.0), 1 mM EDTA, 0.01% Tween 20] and once with 200 µL of 10 mM Tris-HCl (pH 8.0).
The third split-pool procedure was the same as the second one. The oligonucleotides used in each tube encoded a linker 2 reverse-complementary sequence, a unique barcode, a UMI sequence and a poly-T tail. After the third synthesis, the beads were washed twice by TE-SDS (1 × TE + 0.5% SDS) to inactivate the Klenow polymerase and then washed once by TE-TW and once by 10 mM Tris-HCl. To remove the chains without the third barcoded sequence, the beads were collected on ice and suspended in 200 μL exonuclease I mix (containing 1 × exonuclease I buffer and 1 U/μL exonuclease I) and incubated at 37 °C for 15 min on a rotary mixer (10 rpm), and then the reaction was terminated by washing with TE-SDS and TE-TW. To remove complementary chains, the beads were incubated in 0.1 M NaOH as mentioned above. The beads were then washed twice with 1mL TE-TW, and could be stored in 1 mL TE-TW for 4 weeks at 4 °C.
The cell concentration should be carefully controlled during Microwell-seq. Both cell and bead concentrations were estimated using a haemocytometer. The beads were resuspended in PBS before loading. The proper cell concentration is ~200,000/mL (with 10% of the wells occupied by single cell). The proper bead concentration is ~1,000,000/mL (with every well occupied by single bead). An evenly distributed cell suspension (~500mL) was pipetted onto the microwell array. To eliminate cell doublets, the plate was inspected under a microscope. Cell doublets were reduced by pipetting over the region of high cell density. After the expected number of cells were evenly and tightly dropped in the microwells, the supernatant containing the excess cells would be aspirated away and the bead suspension (~500mL) was then loaded into the microwell plate, and the plate was placed on a magnet, with beads being quickly shaken into the microwells. Excess beads were washed away slowly. Cold lysis buffer [0.1 M Tris-HCl (pH 7.5), 0.5 M LiCl, 1% sodium dodecyl sulfate (SDS), 10 mM EDTA, and 5 mM dithiothreitol] was added to the surface of the plate and removed after 12 min incubation. The beads were then collected, transferred to an RNase-free tube, and washed once with 1 mL of 6× SSC, once with 500 µL of 6× SSC, and once with 200 µL of 50 mM Tris-HCl pH 8.0. Finally, ~90,000 beads were collected in a 1.5 mL tube.
In this procedure, the instructions from the Smart-seq2 protocol were followed. Briefly, 20 µL RT mix was added to the collected beads. The RT mix contained 200 U SuperScript II reverse transcriptase, 1 × Superscript II first-strand buffer (Takara), 40 U Murine RNase inhibitor (Vazyme), 1 M betaine (Sigma), 6 mM MgCl2 (Ambion), 2.5 mM dithiothreitol, 1 mM deoxynucleoside triphosphate, and 1 µM TSO LNA primer. The sequences information for the primers was included in Supplementary Table 5. The beads were incubated at 42°C for 90 min with mixing on a rotary mixer (10 rpm) and then washed with 200 µL TE-SDS (1× TE + 0.5% SDS) to inactivate reverse.
The beads were washed once with 200 µL TE-TW and once with 200 µL of 10 mM Tris-HCl (pH 8.0), resuspended in 100 µL exonuclease I mix containing 1× exonuclease I buffer and 50 U exonuclease I (NEB), and incubated at 37°C for 60 min with mixing on a rotary mixer (10 rpm) to remove oligonucleotides that did not capture mRNA. The beads were then pooled and washed once with TE-SDS, once with 1 mL TE-TW, and once with 200 µL of 10 mM Tris-HCl (pH 8.0).
To improve the amplification efficiency, an additional second-strand synthesis step was introduced. The beads were resuspended and incubated in 200 µL 0.1 M NaOH at room temperature for 30 sec twice to thoroughly denature the mRNA-cDNA hybrid and remove mRNAs. Following denaturing, the NaOH was removed and beads were washed twice with 1mL TE-TW and once with 200 µL of 10 mM Tris-HCl (pH 8.0). The beads were resuspended in 20 µL dn-TSO oligo mix containing 5mM dn-TSO oligos, 10 mM Tris-HCl (pH 8.0) and 3mM MgCl2. The beads were then incubated in 95°C water bath for 30 seconds and quickly followed by mixing on a rotary mixer (10 rpm) at room temperature for 10 min to promote the binding of dn-TSO oligos to multiple sites of the single chains on beads. The sequence information is included in supplementary Table 5. After that, the supernatant was aspirated away, the beads were washed once with 100 µL of 10 mM Tris-HCl (pH 8.0) without being resuspended, and then combined with a 50 μL mastermix consisting of 1x RT buffer(Thermo), 12% PEG8000 solution, 1mM dNTPs, and 6.25 U Klenow exo- (Vazyme). Second-strand synthesis was carried out by incubating the beads for 1 hour at 37°C on a rotary mixer (10 rpm). The beads were then washed twice with 200 µL TE-TW and once with 10 mM Tris-HCl (pH 8.0).
The beads from the same microwell plate were transferred into one PCR tube. To each tube, 25 µL PCR mix [1× HiFi HotStart Readymix (Kapa Biosystems) and 0.4 µM TSO-PCR primer (The sequences information is included in Supplementary Table 5)] was added. The PCR program was as follows: 95°C for 3 min; three cycles of 98°C for 20 s, 65°C for 45 s, and 72°C for 6 min; 72°C for 5 min; and a 4°C hold. After pooling all PCR products, 50 µL PCR mix [1× HiFi HotStart Readymix and 0.4 µM TSO-PCR primer was added to each DNA sample. The PCR program was as follows: 95°C for 3 min; 12 cycles of 98°C for 20 s, 67°C for 20 s, and 72°C for 3 min; 72°C for 10 min; and a 4°C hold. Finally, 0.9X VAHTS DNA Clean beads (Vazyme) were used to purify the cDNA library.
The purified cDNA library was fragmented using a customized transposase that carries two identical insertion sequences. The customized transposase was included in the TruePrep Homo-N7 DNA Library Prep Kit for Illumina (Vazyme) or TruePrep Homo-N7 DNA Library Prep Kit for MGI (Vazyme). The fragmentation reaction was performed according to the instructions provided by the manufacturer. We used P5 primer for illumina and VAHTS RNA Adapters set 3-set 6 for illumina (Vazyme), or P5 primer for MGI and Indexed P7 primers for MGI to specifically amplify fragments that contain the 3’ ends of transcripts. Other fragments will form self-loops, impeding their binding to PCR primers. Meanwhile, we recorded the correspondence between p7 index and samples. The PCR program was as follows: 72°C for 3 min; 98°C for 1 min; five cycles of 98°C for 15 s, 60°C for 30 s, and 72°C for 3 min; 72°C for 5 min; and a 4°C hold. The PCR product was purified using 0.9X VAHTS DNA Clean beads. Then, 25 µL PCR mix (1×HiFi HotStart Readymix and 0.2 µM 2100 primer P5&P7 for illumina or MGI) was added to each sample. The sequences are listed in supplementary Table 5. The PCR program was as follows: 95°C for 3 min; five cycles of 98°C for 20 s, 60°C for 15 s, and 72°C for 15 s; 72°C for 3 min; and a 4°C hold. To eliminate primer dimers and large fragments, 0.55-0.15X VAHTS DNA Clean beads were then used to purify the cDNA library. The size distribution of the products was analysed on an Agilent 2100 bioanalyser, and a peak in the 400 to 700 bp range was observed. Finally, the samples were subjected to sequencing on the Illumina HiSeq or MGI DNBSEQ-T7. For MGI sequencing, we applied the protocal provided by VAHTS Circularization Kit for MGI (Vazyme) to obtain single-stranded circular cDNA available for DNB (DNA Nanoball) generation. We also replaced the official read1 sequencing primers with our custom read1 X-linker 1&2 (The sequences information is included in Supplementary Table 5) to ensure the completion of the sequencing.
Primer | Sequence |
---|---|
TSO LNA primer | ACACTCTTTCCCTACACGACGCCCAArGrG+G |
dn-TSO oligos | ACACTCTTTCCCTACACGACGCCCANNNGGNNNB |
TSO-PCR primer | ACACTCTTTCCCTACACGAC*G*C |
P5 primer for illumina | AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGACGCTCT*T*C |
P5 primer for MGI | 5'P-GAACGACATGGCTACGATCCGACTTACACTCTTTCCCTACACGACGCTCT*T*C |
Universal P5 primer for MGI | 5'P-GAACGACATGGCTACGATCCGACTTTCGTCGGCAGCGTC |
2100 primer P5 for Illumina | AATGATACGGCGACCACCGA |
2100 primer P7 for Illumina | CAAGCAGAAGACGGCATACGA |
2100 primer P5 for MGI | 5'P-GAACGACATGGCTACGATCCGAC |
2100 primer P7 for MGI | TGTGAGCCAAGGAGTTGTTGTCTTC |
Custom Read1 X-linker 1 | CGCCGACGCACAGGGTGCCTCGACCGCATGGCGCGGAACCATGGTTCCGCGCACACTCTTTCCCTACACGACGCTCTTCCGATCT |
Custom Read1 X-linker 2 | CATGCGGTCGAGGCACCCTGTGCGTCGGCGGGCTGCATGCCGGCATGCAGCCACACTCTTTCCCTACACGACGCTCTTCCGATCT |
We took frozen fixed nuclei stored at -80°C and placed them on dry ice. With a 37°C water bath for 0.5-1 min, we thawed the nuclei aliquots and spun them at 600 × g for 5 min at 4°C to pellet the nuclei. The nuclei were washed twice with PBS-B buffer, resuspended in a small volume of PBS-B and counted using a hemocytometer with 1 % DNA double-stranded dye Ultra GelRed (Vazyme) under a fluorescence microscope to control the density to 200,000/mL. The Tn5 tagging plate was taken out, 6 µL tagmentation buffer mix (2.5 µL DEPC treated water, 2.5µL 4 × TD buffer and 1µL 0.1% Digitonin) to each well of the plate and centrifuged at 3000 × g for 5 min at 4°C to mix well. Then we added 2µL single-nuclei suspension to each well and recorded the tissue sources and mouse number. Tn5 tagging was carried out by incubating the nuclei at 55°C for 30 min on a rotary mixer (10 rpm). Tagmentation reaction was stopped by adding 10 µL 40mM EDTA to each well of the plate and incubated at 37°C for 10 min on a rotary mixer (10 rpm). After that, 20 µL of wash buffer was added to each well of the plate to adjust the osmotic pressure. Then tagmented and barcoded nuclei from each tissue sample in one plate were pooled to one 15mL centrifuge tube, washed with 3 mL cold RSB buffer and operated separately following the next steps to avoid contamination and confusion of sample sources.
The nuclei were suspended in 1.5 mL RSB-SDS in 15mL centrifuge tubes, incubated at room temperature for 10 min to release the binding sites of terminal deoxyribonucleotidyl transferase (TdT). After that, 8.5 mL RSBT-BD buffer were added to each of the tubes to quench the reaction and the nuclei were centrifuged at 600 × g for 5 min at 4°C. The pellet was wash by 1 mL RSBT-BD buffer twice and resuspended in 100 µL exonuclease I mix containing 1 × exonuclease I buffer and 50 U exonuclease I (NEB), and the mixture in each tube was then evenly distributed to one nuclease-free 8-strip tube, each well 12.5 µL, and incubated on ice for 5 min. The exonuclease I incision program was as follows: 37°C for 10 min; 45°C for 5 min; 50°C for 5 min; 55°C for 5min and a 55°C hold. Then the nuclei were quickly transferred onto ice and incubated for 3 min. Next, 12.5 µL exonuclease I mix containing 1 × exonuclease I buffer and 50 U exonuclease I (NEB) was added to each well of the 8-strip tubes. The above exonuclease I incision program was repeated to completely remove the primer residues. Then the nuclei from the same Tn5 tagging plate were collected into one 15 mL centrifuge tube and washed with cold WB-T buffer and then RSBT-B buffer.
We counted the nuclei using a hemocytometer with 1 % DNA double-stranded dye Ultra GelRed under a fluorescence microscope to control the concentration of nuclei, ~1000,000 nuclei/1.5 mL tubes. The nuclei were pelleted at 600 × g for 5 minutes and the supernatant was carefully aspirated as thoroughly as possible. Then the nuclei were resuspended in 50 µL TdT mix containing 1 × TdT buffer, 5 mM CoCl2, 100 µM dATP, 400 U TdT (Roche) and incubated for 20 min at 37°C on a rotary mixer (10 rpm). After that, 50 µL 40 mM EDTA was added to the tube to stop the reaction.
Corresponding aliquots of beads were taken out (~500,000 per microwell), incubated twice in 200 µL 0.1 M NaOH at room temperature for 30 sec, then washed twice with 1 mL TE-TW, twice with PBS-E and suspended in 500 µL PBS-E.
The nucleus concentration was carefully controlled to ~400,000/mL using a hemocytometer with 1 % DNA double-stranded dye Ultra GelRed under a fluorescence microscope. An evenly distributed cell suspension (~500mL)was pipetted onto the microwell array. Then we spun the microwell plates at 300 × g for 15 s at 4°C to speed up the loading of nuclei with most of the wells tightly occupied by one or two nuclei. Then the supernatant containing the excess cells would be aspirated away and the bead suspension(~500mL)was loaded into the microwell plate. The plate was then placed on a magnet, with beads being quickly shaken into the microwells. Excess beads were washed away slowly. Lysis buffer [1% SDS + 1 × Blue buffer (Vazyme) + 5% PEG 8000 +1 × PCR Enhancer (Vazyme) + 10mM EDTA + 1 mg/mL protease K (Sangon Biotech)] was added to the surface of the plate and removed after 30 min incubation on the magnet inside the 37°C incubator. The beads were then collected in 2 × SSC in a nuclease-free dish, transferred into a nuclease-free tube, and washed once with 500 µL of 2 × SSC, and once with 200 µL of 10 mM Tris-HCl pH 8.0.
After aspirating the supernatant from the tube on the magnetic stand, we added 50 µL exonuclease I mix containing 1 × exonuclease I buffer and 50 U exonuclease I (NEB) and incubated the mixture for 15 min at 37°C on a rotary mixer (10 rpm) to remove unbound A-tail single strands of beads and prevent contamination. The beads were washed with 200 µL TE-SDS to inactivate the incision, and then washed once with 200 µL TE-TW and once with 200 µL of 10 mM Tris-HCl (pH 8.0). After that, the beads were resuspended in 50µL extending mix containing 1 × NEBuffer™ 2, 1 × PCR Enhancer, 5% PEG8000 + 1 mM dNTP + 6.25 U Klenow (NEB), and incubated for 30min at 37°C on a rotary mixer (10 rpm) to extend the DNA strands. The beads were washed with 200 µL TE-SDS to stop the extension. The beads were then washed twice with 200 µL TE-TW and once with 10 mM Tris-HCl (pH 8.0).
To each tube, 50 µL PCR mix [1× HiFi HotStart Readymix (Kapa Biosystems) 0.4 µM ATAC-F primer and 0.4 µM ATAC-R primer] was added and mixed, and then distributed to four wells of the 8-strip tube, 12.5µL for each well. The sequences information is included in supplementary Table 6. The PCR program was as follows: 95°C for 3 min; two cycles of 98°C for 30 s, 65°C for 60 s, and 72°C for 60s; four cycles of 98°C for 30 s, 65°C for 30 s, and 72°C for 60s; 72°C for 3 min; and a 4°C hold. We aspirated the supernatant from the tube on the magnetic stand and transferred the solution into new tubes. After that, the PCR product was purified using 0.9X VAHTS DNA Clean beads and the beads in each well were eluted with 21 µL DEPC treated water. Then, 29 µL master mix (1×HiFi HotStart Readymix, 0.4 µM P5-ATAC primers and 0.4 µM indexed P7-ATAC primers) was added to each well of the tube. The sequences information is included in Supplementary Table 6. Meanwhile, we recorded the correspondence between p7 index and samples. The PCR program was as follows: 95°C for 5 min; two cycles of 98°C for 30 s, 65°C for 60 s, and 72°C for 60s; eight cycles of 98°C for 30 s, 65°C for 30 s, and 72°C for 60s; 72°C for 3 min; and a 4°C hold. To eliminate primer dimers and large fragments, 0.4-0.5X VAHTS DNA Clean beads were then used to purify the cDNA library. Finally, the samples were subjected to sequencing on the MGI DNBSEQ-T7. For MGI sequencing, we applied the protocal provided by VAHTS Circularization Kit for MGI (Vazyme) to obtain single-stranded circular cDNA available for DNB (DNA Nanoball) generation. We also replaced the official R1 sequencing primers with Custom 2.0 Read1 X-linker 1&2 to ensure the completion of the sequencing. The sequences information is included in Supplementary Table 6.
Primer | Sequence |
---|---|
primer A | CTGTCTCTTATACACATCT |
Custom 2.0 Read1 X-linker 1 | CGCCGACGCACAGGGTGCCTCGACCGCATGGCGCGGAACCATGGTTCCGCGCCCGCGGAAGCAGTGGTATCAACGCAGAGTACGT |
Custom 2.0 Read1 X-linker 2 | CATGCGGTCGAGGCACCCTGTGCGTCGGCGGGCTGCATGCCGGCATGCAGCCCCGCGGAAGCAGTGGTATCAACGCAGAGTACGT |