Previous studies have shown that human platelets and megakaryocytes carry microRNAs suggesting their role in platelet function and megakaryocyte development, respectively. However, a comprehensive study on the microRNAs and their targets has not been undertaken. Zebrafish thrombocytes could be used as a model to study their role in megakaryocyte maturation and platelet function because thrombocytes have both megakaryocyte features and platelet properties. In our laboratory, we identified 15 microRNAs in thrombocytes using single-cell RNA sequencing. We knocked down each of these 15 microRNAs by the piggyback method and found knockdown of three microRNAs, mir-7148, let-7b, and mir-223 in adult zebrafish led to an increase in the percentage of thrombocytes. Functional thrombocyte analysis using plate tilt assay showed no modulatory effect of the three microRNAs on thrombocyte aggregation/agglutination. We also found enhanced thrombosis using arterial laser thrombosis assay in a group of zebrafish larvae after mir-7148, let-7b, and mir-223 knockdowns. These results suggested mir-7148, let-7b, and mir-223 are repressors for thrombocyte production. We then explored miRWalk database for let-7b downstream targets and then selected those that are expressed in thrombocytes, and from this list based on their role in differentiation selected 14 genes, rorca, tgif1, rfx1a, deaf1, zbtb18, mafba, cebpa, spi1a, spi1b, fhl3b, ikzf1, irf5, irf8, and lbx1b that encode transcriptional regulators. The qRT-PCR analysis of expression levels of the above genes following let-7b knockdown showed changes in the expression of 13 targets. We then studied the effect of the 13 targets on thrombocyte production and identified 5 genes, irf5, tgif1, irf8, cebpa, and rorca that showed thrombocytosis and one gene, ikzf1 that showed thrombocytopenia. Furthermore, we tested whether mir-223 regulates any of the above 13 transcription factors after mir-223 knockdown using qRT-PCR. Six of the 13 genes showed similar gene expression as observed with let-7b knockdown and 7 genes showed opposing results. Thus, our results suggested a possible regulatory network in common with both let-7b and mir-223. We also identified that tgif1, cebpa, ikzf1, irf5, irf8, and ikzf1 play a role in thrombopoiesis. Since the ikzf1 gene showed a differential expression profile in let-7b and mir-223 knockdowns but resulted in thrombocytopenia in ikzf1 knockdown in both adults and larvae we also studied an ikzf1 mutant and showed the mutant had thrombocytopenia. Taken together, these studies showed that thrombopoiesis is controlled by a network of transcription regulators that are regulated by multiple microRNAs in both positive and negative manner resulting in overall inhibition of thrombopoiesis.
Article
Role of MicroRNAs and their Downstream Target Transcription Factors in Zebrafish Thrombopoiesis
https://doi.org/10.21203/rs.3.rs-2807790/v1
This work is licensed under a CC BY 4.0 License
Journal Publication
published 25 Sep, 2023
You are reading this latest preprint version
MicroRNAs are well known to regulate gene expression mainly by degradation of the target mRNA through their interaction at the 3`UTR region resulting in a lack of protein translation (1, 2), although a few studies also suggested translational inhibition precedes mRNA degradation (3, 4). Target prediction studies also have shown that miRNAs can bind to the 5`UTR, gene promoter, and coding sequence of the target gene (5, 6). miRNA interaction with the target gene promotor region has been shown to upregulate gene expression and thus promote more protein synthesis (6). Both positive and negative transcriptional regulation of miRNA-target genes network has been shown to occur in mammals (7). Most miRNAs are predicted to target multiple mRNAs, and most mRNAs have predicted binding sites for multiple miRNAs. These predictions were based on different algorithms and are theoretical predictions of the targets, but experimental validation is required to verify the candidate miRNA targets (8).
Mammalian platelets are anucleate cell fragments that play a critical role in primary hemostasis. They are produced from the nucleated megakaryocyte precursors and inherit a number of diverse RNAs such as messenger RNAs and small non-coding mature and premature miRNAs (9). The premature microRNAs are processed to produce the mature microRNAs that regulate their target mRNA translation and in turn, regulate platelet function (10, 11). In individuals with essential thrombocythemia (ET), thrombocytopenia, and leukemia, dysregulation of platelet microRNA expression and their levels have been noted suggesting that they may affect platelet counts and function (12, 13). Several studies have shown that platelet microRNAs play an important role in regulating platelet protein processing and expression (13). Likewise, microRNAs have been shown to be involved in megakaryocyte differentiation.
Since zebrafish have thrombocytes which are functionally equivalent to mammalian platelets and also have features similar to megakaryocytes, it has become a good model to investigate the platelet function and their production (14). Recently, we performed single-cell RNAseq analysis and identified the RNAs that are expressed in thrombocytes. We found 15 different microRNAs in this database and identified three microRNAs let-7b, mir-223 and mir-7148. Knockdowns of these three miRNAs resulted in a significant increase in the percentage of total thrombocytes in adults and a rapid time to occlusion in larvae in an arterial laser injury assay.
Using online miRWalk database, thrombocyte RNAseq data and PANTHER programs, we identified 139 downstream transcription factor targets for let-7b and experimentally validated individual expression of each of the selected 14 targets based on their role in cell differentiation after let-7b knockdown in zebrafish. We then tested whether these 13 targets are also controlled by mir-223. We found 13 of them were regulated by these two microRNAs either in a positive or negative manner. Knockdown of each of these 13 factors on thrombocyte production in the adult zebrafish identified knockdown of irf5, irf8, cebpa, rorca and tgif1 showed thrombocytosis and ikzf1 knockdown showed thrombocytopenia. In arterial laser thrombosis, however, irf8 knockdown showed shortened TTO consistent with thrombocytosis and ikzf1 knockdown showed prolonged TTO consistent with thrombocytopenia. We then analyzed ikzf1 mutant and showed prolonged TTO indicating thrombocytopenia in heterozygote larvae. Taken together these results provide the novel data on let-7b and mir-223 downstream targets that control thrombocyte production both in a positive and negative manner. In summary, let-7b and mir-223 appear to impede thrombocyte production by regulating a complex network of transcription factors that cumulatively slows down the advancement of thrombopoiesis.
Zebrafish husbandry and breeding
Adult wild-type (WT) zebrafish were purchased from Ekk-Will (Tropical Fish Farm, Gibsonton, FL), and were maintained at 28°C (82°F) recirculating system of deionized water supplemented with Instant Ocean sea salt at pH 7.6 (15). The zebrafish were under a 14-hour light:10-hour dark cycle and fed with live brine shrimp and fish flakes 3 times a day. The embryos were obtained by breeding adult females and males that were placed in a breeding tank separated by a divider overnight. The following morning, when the lights were turned on, the divider was removed to allow the fish to breed and lay eggs. The fertilized eggs were collected and transferred to embryonic E3 medium (0.17 mM KCl, 5 mM NaCl, 0.33 mM CaCl2, and 0.33 mM MgSO4, pH 7.2, and 0.1% methylene blue) in small clean plastic containers and kept in 28°C (82°F) incubator. The hatched larvae were used in subsequent experiments.
Piggyback Knockdown Into Adult Zebrafish
Zebrafish cDNA sequences were obtained using the Ensembl Genome Browser. A specific antisense oligonucleotide sequence of 25 nucleotides was selected for each sequence using Primer 3 software. To each of these sequences, at the 3`-end, a 15-base nucleotide sequence 5’-TATAAATTGTAACTG-3’ that is partially complementary to the control Vivo morpholino (VMO), 5′-CCTCTTACCTCAGTTACAATTTATA-3′ (Gene-Tools LLC, Philomath, OR), was added, and the final antisense oligonucleotide (ASO) was purchased from Invitrogen (Grand Island, NY). Piggyback primers are shown in Table 1. The VMO/ASO hybrid was prepared by mixing 15 µl of 0.5 mM VMO with 15 µl of 0.5 mM of ASO, and 3 µl of hybridization buffer (500 mM NaCl, 10 mM Tris-HCl (pH 8.0), and 1 mM EDTA (pH 8.0). The mixture was heated to 94°C for 5 minutes and slowly cooled and held at 4°C using a Takara PCR Thermal Cycler (Takara Bio, Mountain View, CA) (16). For the adult zebrafish injections, the fish was placed on a dry Kimwipe, the water was gently wiped off using a dry Kimwipe, the head and gills were covered with another wet Kimwipe. Then, using a 27G1¼ gauge needle attached to a 1 ml syringe 5 µl of the above VMO/ASO hybrid was injected intravenously into the inferior vena cava of a zebrafish. The control fish were injected with 5 µl 1XPBS. The injected fish were returned to the tank and at 48 hours post-injection, blood was collected and kept on ice for use in further experiments. The study was carried out in compliance with the ARRIVE (Animal Research: Reporting of In Vivo Experiments) guidelines.
Blood Collection From Adult Zebrafish
The VMO/ASO-injected adult zebrafish were laid on their sides on a dry paper towel, and the head and gills were covered with a wet Kimwipe. The skin surface was gently wiped with a dry Kimwipe to remove the water. Using a sharp straight Noyes Scissors 4.7 (World Precision Instruments, Sarasota, FL), a lateral incision was made at the midpoint between the dorsal and ventral fins into the region of the dorsal aorta and posterior cardinal vein. A micropipette tip was used to rapidly collect 2 µl of blood welling up at the site of incision and immediately added into a 1.5 mL Eppendorf tube containing 0.5 µl of 3.8% sodium citrate. The tube was gently mixed by finger tapping and was kept on ice and used in further experiments. This procedure was approved by the Institutional Animal Care and Use Committee of the University of North Texas, and the animal experiments were performed in compliance with institutional guidelines.
Flow Cytometry To Estimate The Percentage Of Total Thrombocytes
From 6 individual control 1XPBS- and experimental VMO/ASO hybrid-injected adult zebrafish, 1 µl of blood was collected 48 hours post-injection and added into 1.5 mL Eppendorf tube containing 500 µl of 1XPBS, and the tube was gently finger tapped for uniform mixing. The sample was analyzed for 10,000 events using the BD Accuri™ C6 plus flow cytometer. Gating was used to separate the thrombocytes from other blood cells using the forward (FSC) and side scatter (SSC) to generate a scatter plot and the percentage of total thrombocytes in that gate was calculated (17).
Whole Blood Aggregation/agglutination Plate-tilt Assay
A microwell plate with conical wells of 10 µl volume was used for this assay. Six adult zebrafish were used for each of the WT control and experimental sets. Two separate wells one for the control sample and the second for the experimental sample were used. To each well 8 µl of 1XPBS was added along with 1 µl of 0.2 mM ADP or 1 mg/ml collagen or 3 mg/ml ristocetin (BIO/DATA Corporation, Horsham, PA) followed by the addition of 0.5 µl of citrated blood from either the control fish or the VMO/ASO-injected fish. After 3 to 5 minutes, the plate was tilted at 45° for 5 seconds (18). A photograph of the blood migration down in each well was acquired and zoomed in PowerPoint. The length of blood migration from the origin of the well down the walls was measured in centimeters using the ruler in PowerPoint and plotted. The lack of blood migration or stasis is indicative of a positive aggregation/agglutination in response to any of the three agonists (18).
In Vivo Piggyback Hybrid Injections Into Zebrafish Larvae
A glass capillary of 3 inches length, OD 1.0 mm, with no filament (World Precision Instruments, Sarasota, Florida, USA) was pulled by a vertical pipette puller (David Kopf Instruments, Tujunga, California, USA). The tip was then clipped using a sharp straight Noyes Scissors 4.7 (World Precision Instruments, Sarasota, FL), and loaded with 5 µl of the VMO/ASO-hybrid prepared as described above. Three days post fertilization (dpf) larvae were anesthetized by transferring them using a plastic transfer pipette into a 0.64 mM Tricaine (pH 7.0) and incubating it for 5 seconds. The anesthetized larvae were laid on a 1.2% agarose plate and injected intravenously into the common cardinal vein with 15 nl of VMO/ASO-hybrid using Picospritzer III (Parker Precision Fluidics, Hollis, NH) and a micromanipulator under a dissection microscope. Following the injection, the larvae were transferred to E3 embryonic medium in a plastic cup at 28°C and incubated for 48 hours for use in laser-induced arterial thrombosis assay.
Arterial Laser Thrombosis Assay
For laser-induced arterial thrombosis, 3 dpf zebrafish larvae were transferred using a transfer pipette into a 1.5 mL Eppendorf tube containing 0.5 ml E3 medium, and 10 µl of 10 mM Tricaine was added to anesthetize the larvae. After 3 minutes (once the larvae were anesthetized), 0.5 mL of 1.6% low-melting agarose at 37°C was added. Using a transfer pipette, the contents were mixed gently by pipetting up and down and the larvae along with the contents were then placed into a chamber prepared using a rectangular rubber gasket by pressing it onto a thin coat of petroleum jelly on a microscopic slide (19). For optimum vessel visibility, the larvae were adjusted with a thin pipette tip such that they were lying on their lateral sides. The slide with the larvae was then placed under a Nikon Optiphot fluorescence microscope and was focused with a 20× objective lens. A pulsed nitrogen laser with a wavelength of 445 nm, routed through the coumarin-440 dye (Micro Point Laser, Stanford Research Systems Inc., Sunnyvale, CA), was delivered at 15 hits per cycle through the fluorescence port such that it hits the caudal artery in the middle of the 5th -6th somite region posterior to the anal pore. The time to occlusion (TTO) of the artery was recorded in seconds (19, 20).
Rna Extraction
Adult zebrafish were transferred into a Petri dish containing 40 ml of 1 mM Tricaine in an E3 medium (PH 7.0). Once the anesthetized zebrafish tilted on its side, it was transferred via forceps onto a dry Kimwipe and wiped. Holding the fish in hand, an incision using a pair of sharp straight Noyes Scissors 4.7 (World Precision Instruments, Sarasota, Florida), was made in the ventral surface of the skin from the anal pore up to the gills. The visible liver and spleen were gently extracted using a pair of forceps. To this liver and spleen, 200 µl of TRI Reagent® (Millipore-Sigma, St. Louis, Missouri) was added and the sample was homogenized using the PRO200 MULTI-GEN 7XL Homogenizer (PRO Scientific Inc., Oxford, Connecticut) for 30 seconds (21). The homogenate was incubated for 10 minutes at room temperature, 20 µl of 1-bromo-3-chloropropane was added and centrifuged for 15 minutes at 10,000 x g at 4°C. The aqueous phase was then transferred into an Eppendorf tube, 200 µl of isopropanol was added, and after 10 minutes, the sample was centrifuged again. The pellet was finally washed at 4°C with 75% ethanol and suspended in nuclease-free water. The RNA of the 6 individual WT and 6 knockdown samples were pooled into two separate Eppendorf tubes. The pooled total RNA concentration from the WT and knockdown samples was measured using NanoDrop (BioTek, Santa Clara, CA) and then stored at -80°C for use in further experiments.
Real-time Quantitative Reverse Transcription Pcr
To 1 µl of the RNA (1 µg/µl), 4 µl of qScript cDNA SuperMix (Quanta Bio, Beverly, MA), and 15 µl of nuclease-free water, were added and mixed. The mixture was then incubated using a Takara PCR Thermal Cycler (Takara Bio, Mountain View, CA) for 5 min at 25°C, followed by 40 min at 42°C, then 5 min at 85°C, and finally held at 4°C. Subsequently, 4 replicates of WT and 4 knockdown samples containing 1 µl of the above cDNA sample was amplified with 5 µl of PowerUp SYBR Green Master Mix (Thermo Fisher Scientific, Grand Island, NY), 3.6 µl of nuclease-free water, and 0.2 µl of each 25 µM gene-specific primers and β-actin primers, listed in Table 2. Quantitative RT-PCR (qRT-PCR) was performed using this mixture for 45 cycles (Chai Open qPCR by Chai, Santa Clara, CA). The data was collected and analyzed for Ct values and fold change.
Prediction of let-7b downstream mRNA targets
All let-7b miRNA-mRNA targets in zebrafish were obtained from the online miRWalk database version 2 (http://mirwalk.umm.uni-heidelberg.de/) (22). From the miRWalk website, fish was selected as the species and let-7b was entered as the microRNA name then all the targets were exported into an Excel sheet. These targets were compared with the thrombocyte transcripts from RNAseq analysis, and the thrombocyte-specific targets were selected. Using the Protein Analysis Through Evolutionary Relationships (PANTHER) online software classification database version 16.0 (http://www.pantherdb.org/), all let-7b mRNA targets obtained from the miRWalk database were entered in the ID section. Danio rerio was selected as the organism and functional classification analysis was selected. Protein class was selected as the ontology and only targets that are gene-specific transcriptional regulators were obtained (23).
ikzf1 mutant rearing and breeding
From the Zebrafish International Resource Center (ZIRC) ikzf1-sa11269 mutant was obtained as 3 dpf larvae. They were immediately transferred into small clean plastic containers containing embryonic E3 medium (0.17 mM KCl, 5 mM NaCl, 0.33 mM CaCl2, and 0.33 mM MgSO4, pH 7.2, and 0.1% methylene blue) and kept at 28°C (82°F). At 4 dpf the larvae were fed with live paramecium thrice and the E3 medium was changed daily. The larvae were fed both live paramecium and live brine shrimp twice daily beginning at 9 dpf and until 21 dpf. The E3 medium was gradually replaced with clean system water. At 21 dpf, they were transferred into a recirculating system of deionized water supplemented with Instant Ocean sea salt at pH 7.61 and maintained at 28°C (82°F) (15). The fish were kept under a 14:10 hours light: dark cycle and fed with live brine shrimp until they reached adulthood. Adult fish were fed with live brine shrimp and fish fakes 3 times per day. To obtaining larvae for laser-induced arterial thrombosis, one ikzf1 heterozygous ikzf1+/− was crossed with WT ikzf1+/+ from the same progeny as described above.
Dna Extraction From Adult Zebrafish
For isolating genomic DNA, the zebrafish tail was clipped using sharp straight Noyes Scissors 4.7 (World Precision Instruments, Sarasota, FL). The tail clip from each fish was placed in a 1.5 mL Eppendorf tube containing 50 µL DNA extraction buffer (50 mM KCl, 10 mM Tris, HCl pH 8.5, 0.01% gelatin, 0.45% NP-40, 0.45% Tween20, and 5 mM EDTA) and 0.5 µL (20 mg/mL) of proteinase K (NEB, Ipswich, MA) was added and incubated overnight at 55°C. The samples were then transferred into a 96°C water bath and incubated for 10 minutes to inactivate proteinase K. Samples were then centrifuged at 3000 rpm at room temperature (RT) and the supernatant containing genomic DNA was transferred to 1.5 mL Eppendorf tube and stored at -20°C to be used in mutant screening and genotyping.
Mutant Screening And Sequencing
Four µL of the DNA was amplified by PCR using the 10 µL 1-Drop PCR Mix (101Bio, Palo Alto, CA) with the forward primer 5′- CGCAGATGTCCAGTGAGAGC-3 and reverse primer 5`- GGTGAAAGGCCATTCCAGTG-3`. The amplified DNA was resolved by 1.2% agarose gel electrophoresis and the amplified band of size 158 bp was then excised using a scalpel blade and transferred into a 1.5 mL Eppendorf tube and purified using EZNA gel electrophoresis kit (Omega BioTek, Norcross, GA). The purified DNA sample was then sent for Sanger’s Sequencing to GENEWIZ (South Plainfield, NJ). The chromatograms were further analyzed to determine the genotype of the fish using the software FINCH TV 1.5.0 (Geospiza, Inc., Seattle, WA).
Bioinformatics
Zebrafish gene and the cDNA sequences were retrieved from Ensembl genome browser. The predicted translational products were compared with the human sequences using the publicly available MultAlin program.
Statistical analysis
Statistical analysis of experimental data was performed using GraphPad Prism version 9.4.1 software (GraphPad Software, San Diego, California, USA). Control and experimental groups were analyzed by student’s t-test or one-way ANOVA followed by Dunnett’s post-hoc multiple comparison test. p-value < 0.05 was considered significant. *, **, ***, **** and ns (non-significant) represent p ≤ 0.05, p ≤ 0.01, p ≤ 0.001, p ≤ 0.0001 and p > 0.05, respectively. Error bars represent standard deviation.
Piggyback hybrid knockdowns of microRNAs in adult zebrafish and estimation of total thrombocyte counts
Previous work from our laboratory has identified genes expressed in zebrafish thrombocytes through RNASeq analysis by 10X genomic sequencing to identify the genes involved in thrombocyte differentiation and function (24). Fifteen miRNA genes were found among these expressed genes (mir-101a, mir-29b-1, mir-451a, mir-7148, let-7a-5, let-7ba-6, let-7b, let-7g-1, mir-144, mir-223, mir-142a, mir-30b, mir-16b, mir-457b, and mir-142b). To investigate the role of these microRNAs in zebrafish thrombocyte production, we used the piggyback knockdown approach to knockdown the above miRNAs. We prepared individual VMO/ASO sequences for each of the 15 microRNAs. We then used the piggyback knockdown method that was established in our laboratory and injected each of these 15 VMO/ASO hybrids into six fishes. Forty-eight hours after injections, the number of thrombocytes in whole blood was counted using flow cytometry, and their percentages were calculated (17). For daily controls 1xPBS was injected. This knockdown screen showed that mir-7148, let-7b, and mir-223 knockdowns resulted in a significant increase in the percentage of total thrombocytes (thrombocytosis) (Fig. 1A). We confirmed these results by repeating the knockdowns of mir-7148, let-7b, and mir-223 and measuring the thrombocyte percentages. The results are shown in Fig. 1B.
Demonstration Of Microrna Knockdown Through Real-time Quantitative Reverse Transcription Pcr
Since thrombocytes were counted in the fish blood, to use the same fish for qRT-PCR is not possible because the fish blood collection is terminal. Therefore, we retrieved liver and spleen from the fish that were used for collecting blood since thrombocytes are also found in vascularized liver and spleen. We extracted RNA from the liver and spleen of the individual mir-7148, let-7b, and mir-223 knockdown zebrafish to whether knockdown occurs. This RNA was subjected to qRT-PCR using mir-7148, let-7b, and mir-233 qRT-PCR primers, respectively. We used β-actin primers as an internal control. The results showed fold change in the gene expression of the VMO/ASO-injected fish with each of the three microRNAs mir-7148, let-7b, and mir-233 was significantly reduced supporting the knockdown occurs at 50–85% levels (Fig. 1C).
Plate-tilt Assay To Study The Role Of Micrornas On Thrombocyte Function Through Whole Blood Aggregation/agglutination
To study the role of mir-223, let-7b, and mir-7148 on thrombocyte function, we used the plate tilt assay to identify whether there are any differences in thrombocyte aggregation/agglutination in response to the three major platelet agonists, ristocetin, collagen, and ADP after knocking down these microRNAs (18). We quantified the length of migration of blood from the origin of the well down the walls in centimeters and found that there was no significant difference in the migration of blood between the control and mir-223, let-7b, and mir-7148 knockdown experimental samples, indicating that these microRNAs do not affect the role of thrombocyte function and aggregation/agglutination (Fig. 2A, Fig. 2B and Fig. 2C).
Laser-induced arterial thrombosis in zebrafish mir-223, let-7b, andmir-7148knockdown larvae
To investigate the effects of mir-223, let-7b, and mir-7148 knockdowns in zebrafish larvae, we intravenously microinjected the VMO/ASO piggyback hybrid for each of the above 3 microRNAs individually into 3 dpf larvae. On the 5th dpf, the injected larvae were subjected to the laser-induced arterial thrombosis assay to analyze their hemostasis function. We found that the larvae with let-7b knockdowns showed an average TTO of 52 seconds that is significantly shorter than the average TTO of daily control larvae of 72 seconds whereas mir-223, and mir-7148 knockdowns showed no significant difference in TTO when compared to control samples (Fig. 3A). However, let-7b knockdown showed two distinct groups of larvae, group a that had a mean TTO of 76 seconds and group b that had a mean TTO of 45 seconds (Fig. 3A and Fig. 3C). Likewise, the mir-223, and mir-7148 knockdown larvae although they did not show a significant difference in TTO compared to WT larvae, they showed three distinct groups, groups a, b and c that had a mean TTO of 118, 75, and 40 seconds for mir-223 and 118, 76, and 36 seconds, respectively (Fig. 3A, Fig. 3B and Fig. 3D). When we compared these groups with the respective controls, one of the groups group b in Fig. 3B and Fig. 3D and group a in Fig. 3C did not show any significant difference. Other groups showed either a significant prolongation of TTO (group a in Fig. 3B and Fig. 3D) or shortening of TTO (group c in Fig. 3B and Fig. 3D and group b in Fig. 3C). Thus, in all three microRNA knockdowns we found one group (group c in Fig. 3B and Fig. 3D and group b in Fig. 3C) that had a mean TTO of 36–40 seconds that is shorter than the daily controls (Fig. 3A).
Selection of downstream target genes for let-7b using miRWalk database, RNAseq data and PANTHER classification
First we obtained all let-7b targets from miRWalk database and there were 16,488 targets in total. We then compared these targets to all the unique thrombocyte transcripts obtained from the RNAseq analysis and identified 1821 let-7b downstream transcripts (attached as an excel file). We then classified these 1821 targets through PANTHER classification system based on the protein class and obtained all 139 gene-specific transcriptional regulator targets. From this, we selected 14 genes rorca, tgif1, rfx1a, deaf1, zbtb18, mafba, cebpa, spi1a, spi1b, ikzf1, irf5, irf8, fhl3b, and lbx1b that have been shown to participate in cell differentiation.
Piggyback knockdown of let-7b and quantitative real-time PCR of the 14 transcription factor mRNAs
To investigate whether let-7b regulates the expression of any of the 14 downstream transcriptional factor genes, we intravenously injected let-7b VMO/ASO-hybrid, and 48 hours post injection we extracted the RNA from the liver and spleen. This RNA was subjected to qRT-PCR using the forward and reverse primers of let-7b. The results showed significant reduction of let-7b gene expression confirming the knockdown of let-7b in the extracted RNA sample. This RNA was then subjected to qRT-PCR using the forward and reverse primers for each of the 14 transcription factor genes. β-actin was used as an internal control. We identified knockdown of let-7b showed a significant increase in irf5, tgif1, rfx1a, lbx1b, zbtb18, and deaf1 transcript levels, a significant decrease in irf8, cebpa, ikzf1, rorca, mafba, spi1a, and spi1b transcript levels, and no change in fhl3b transcript levels (Fig. 4A).
Knockdowns of let-7b target genes and analysis of thrombocyte counts
To study the effect of each of the 14 transcription factors on thrombocyte production in adult zebrafish, we knocked down each of these factors and checked for the percentage of total thrombocytes in the whole blood. We identified that irf5, tgif1, irf8, cebpa, and rorca knockdowns resulted in a significant increase of the percentage of total thrombocytes; whereas knockdown of ikzf1 resulted in a significant decrease in the percentage of total thrombocytes; we confirmed the results by repeating this experiment (Fig. 5A and Fig. 5B).
Laser-induced arterial thrombosis in zebrafish irf5, tgif1, irf8, cebpa, rorca and ikzf1 knockdown larvae
To study the role of irf5, tgif1, irf8, cebpa, rorca and ikzf1 on thrombocyte production in zebrafish larvae, we injected the VMO/ASO hybrids for each of the above genes in 3 dpf larvae followed by the laser-induced arterial thrombosis assay in 5 dpf larvae and TTO was measured. irf8 knockdowns showed a significant shortening of TTO compared to WT larvae. The TTO of irf5 and cebpa knockdown showed no significant change; however, TTOs for irf5 knockdown showed three groups as seen in mir-223 and mir-7148 knockdowns (Fig. 5C and Fig. 3B and Fig. 3D). The TTO in rorca, ikzf1 and tgif1 knockdowns showed significant prolongation (Fig. 5C). Interestingly, irf5 and irf8 knockdowns resulted in death of 25% and 37% larvae, respectively. We also observed microthrombi in 16% and 16.7% of the 5dpf piggyback reagent-injected larvae in rorca and tgif1 knockdowns, respectively (Figure S1 A and B).
Piggyback knockdown of mir-223 and quantitative real-time PCR of the transcription factor target mRNAs controlled by let-7b
Since more than one microRNA can regulate a specific mRNA, we investigated whether mir-223 regulates the 13 transcription factors that are regulated by let-7b. We intravenously injected the VMO/ASO hybrid of mir-223, and 48 hours post injection we extracted the RNA from the liver and spleen. This RNA was subjected to qRT-PCR using the forward and reverse primers of mir-223. The results showed significant reduction of mir-223 gene expression confirming the knockdown of mir-223 in the extracted RNA sample. This RNA was then subjected to qRT-PCR using the forward and reverse primers for the 13 target transcription factors. β-actin was used as an internal control. We found that knockdown of mir-223 showed a significant increase in lbx1b, irf5, zbtb18, irf8, cebpa, ikzf1 and rorca gene expression and a significant decrease in spi1a, spi1b, mafba, deaf1, rfx1a, and tgif1 transcript levels (Fig. 4B).
Functional evaluation of ikzf1 mutant
Zebrafish ikzf1 gene (ENSDARG00000013539.10) and the cDNA (ENSDART00000079724.4) sequence and the corresponding human sequences were retrieved from Ensembl. In humans, the IKZF1 gene consists of eight exons and seven introns, and the gene is located on chromosome 7. The zebrafish ikzf1 gene also contains eight exons and seven introns and the gene is located on chromosome 13. The predicted translational product of the ikzf1 gene was compared with the human IKZF1 (ENST00000331340.8) using MultAlin program. Comparison of the human IKZF1 and the zebrafish ikzf1 translational product revealed 65% identities and 79% positives between these two proteins (Figure S2).
To functionally evaluate the ikzf1 mutants from ZIRC we grew the mutant embryos to adults and genotyped their DNA isolated from the tail clips. The ikzf1 exon 5 containing the point mutation was amplified by PCR and was resolved on agarose gel electrophoresis. The gel showed 158 bp amplified band (Figure S3) that was then extracted and sequenced. The sequencing chromatograms showed two peaks, one corresponding to the CGA codon and another with a single nucleotide change in the CGA codon with a substitution of C with T, a point mutation resulting in TGA (Fig. 6A). In the cDNA, TGA was at position 531 corresponding to its transcript (ENSDART00000079724.4) leading to a premature stop codon (UGA) and thus at the Arg-168, the protein is terminated. We selected these heterozygotes based on the presence of two peaks and separated them from the WT fish. We obtained 8 females and 1 male. We set up crosses with the only male we obtained with each of these 8 females. The progeny never survived probably due to embryonic lethality. Therefore, the heterozygote ikzf1 mutant females ikzf1+/− were crossed with wild type ikzf1+/+ males from the same progeny and the resulting 5 dpf larvae were subjected to the arterial laser thrombosis and the TTO was recorded. We used 40 larvae in this experiment. Interestingly, the progeny showed two separate populations, group a consisting of 26 larvae that showed TTO > 120 seconds, and group b containing 14 larvae that showed an average TTO of 75 seconds (Fig. 6B). Thus, the observed ratio of prolonged TTO to normal TTO larvae was 65%:35%.
Earlier studies have shown that miRNAs can be inhibited by antagomirs (25, 26) that are chemically modified antisense oligonucleotides that directly bind to the target microRNA preventing it to bind to mRNA that gets degraded by RISC complex (27–29). Antagomirs were also introduced as a therapeutic approach to downregulate and inhibit abnormally over expressed miRNAs (20). MicroRNA sponges are engineered from transgenes that can be delivered via viral vectors within the cells to sequester microRNAs because these sponges contain multiple antisense high-affinity binding sites for the miRNA of interest (30, 31). In this paper, we used a cost-effective VMO piggyback knockdown method (32) to specifically perform knockdowns of microRNAs that are expressed in the zebrafish thrombocytes and tested their effect on thrombocyte production. Our method differs from the other methods in the mechanism of degradation of the miRNA because, it utilizes antisense deoxyoligonucleotides and therefore RNase H is involved in digesting the RNA portion of the RNA-DNA hybrid. Moreover, our target site is not mature miRNA but the microRNA precursor. From our qRT-PCR data, it appears the knockdown is efficient.
In this work, we chose flow cytometry for thrombocyte analysis because it is easy to separate thrombocytes from other blood cells based on their size and because zebrafish thrombocytes are the smallest cells in size compared to other blood cells. Thus, we were able to use flow cytometry to screen the effect of 15 miRNA knockdowns on thrombocyte production. Our finding that mir-223, mir-7148 and let-7b knockdowns increased thrombocyte production suggests that mir-223, mir-7148 and let-7b are repressors that control thrombocyte production.
It has been shown that the low levels of let-7b in neonatal megakaryocytes results in up regulating let-7b target, frizzled family receptor 4 in the WNT regulating pathway and increases mitochondrial biogenesis which drives the neonatal megakaryocyte progenitor cells to maturation and differentiation (33, 34). Our finding that let-7b is involved in thrombocyte production is consistent with the findings in megakaryocytes. Likewise, expression profile of miR-223 in cord blood CD34 + cells showed an increase in its expression during megakaryocyte differentiation (35) through the effects on its target protein LMO2. Over expression of miR-223 in K562 cells showed that it downregulates its LMO2 target protein resulting in an increased megakaryocyte differentiation (36). These data are consistent with our findings that mir-223 is important for thrombocyte production and differentiation.
Interestingly, several microRNAs including miR-223 have been shown to play a role in platelet function including agglutination, adhesion and granule secretion (37). Dysregulation in the expression level of microRNA present in platelets has been associated with thrombin stimulation thus increasing thrombosis episodes (38, 39). In contrast, in our thrombocyte aggregation/agglutination studies, mir-223 knockdown in adult zebrafish did not show the effect on thrombocyte function. However, in our mir-223 larval knockdowns, the TTO was shortened in one group of larvae. It is possible that this reduction of TTO is due to increased number of thrombocytes as observed in adult zebrafish and not due to thrombocyte activation. Interestingly, it also showed two other groups, one like the control and the other with prolonged TTO. The larvae that showed TTO similar to the controls are probably the ones where injections were not successful. However, the prolonged TTO group seems paradoxical. We believe that this is due to possible sequestration of thrombocytes that could form microaggregates in larval circulation due to initial thrombocytosis that could lead to prolonged TTO. Nevertheless, the fact that we observed a group with shortened TTO suggests that thrombocytosis also occurs in mir-223 knockdown larvae. The lack of mir-223’s role in thrombocyte function could be due to species-specific variation because miR-223 knockout mice did not show any effect on platelet function, however, in humans it seems it is involved in platelet function (37, 40, 41). Like mir-223, let-7b and mir-7148 also did not affect thrombocyte function.
mir-7148 is zebrafish specific microRNA and at present nothing is known about its function in thrombocyte production. This is the first study that showed mir-7148 is expressed in thrombocytes and its knockdown increased thrombocytes. Also, the TTO results were similar to the mir-223 findings. In let-7b knockdowns, we did not observe three groups of TTO. This is possibly because the thrombocytosis may not be as severe as those observed in mir-223 and mir-7148 knockdowns. However, the two groups corresponded to WT and thrombotic phenotypes. Despite these variations all three microRNA knockdowns appear to result in shortened TTO confirming the adult knockdown experiments..
In our experiments we determined thrombocyte counts and performed qRT-PCR on the liver and spleen of the same fish. Since liver and spleen contain a limited number of cell types and loaded with thrombocytes, the efficiency of qRT-PCR may not be affected to a greater extent. The arterial thrombosis experiments in larvae mainly detect thrombocytes in contrast to venous thrombosis that is rich in red cells. If more thrombocytes are present it would aggregate more and cause occlusion more rapidly in arterial thrombosis. This is exactly what happened in our knockdown experiments suggesting more thrombocyte production (42, 43).
In this paper, we found 6 genes, irf5, tgif1, rfx1a, lbx1b, zbtb18, and deaf1 that showed a significant increase in their expression, 7 genes, irf8, cebpa, ikzf1, rorca, mafba, spi1a, and spi1b that showed reduction in their expression, and fhl3b showed no change in the expression after let-7b knockdown. However, mir-223 knockdown resulted in 7 genes, irf5, lbx1b, zbtb18,irf8, cebpa, ikzf1, and rorca that showed a significant increase in their expression, and 6 genes, tgif1, rfx1a, deaf1 mafba, spi1a, and spi1b that showed reduction in their expression. Among these the knockdowns irf5, tgif1, irf8, tgif1, cebpa, and rorca resulted in thrombocytosis whereas ikzf1 knockdown resulted in thrombocytopenia. Thus, there are 5 genes that showed reduction in expression following let-7b and mir-223 knockdowns that yielded thrombocytosis are tgif1, irf8, tgif1, cebpa, and rorca and one gene, ikzf1 resulted in reduction in expression following let-7b knockdown that yielded thrombocytopenia. Since overall, the let-7b and mir-223 knockdowns led to thrombocytosis, it appears the result is due to the cumulative action of the downstream targets; in some cases, they could be repressors and, in some other cases, they could be activators. Moreover, these two microRNAs can independently increase or decrease these target transcripts. For example, knockdown of let-7b resulted in decrease of ikzf1 whereas mir-223 knockdown resulted in increase in ikzf1 transcripts. Thus, the cumulative effect of these microRNAs is to keep the balance of the total ikzf1 transcripts which results in enhanced thrombopoiesis. Another result is that irf5 increases after let-7b and mir-223 knockdowns but a reduction in irf5 results shows a group of larvae with shortened TTO that is consistent with thrombocytosis, and this is contradicting. This is perhaps because the regulation is cumulative effect of the target factors on thrombopoiesis and is not an isolated event controlled by irf5. Recent studies have shown that a few microRNAs upregulate transcription of the target genes as well as the translation of target mRNA (44, 45). Studies on the above genes have shown their role in different aspects of hematopoiesis. For example, in mice knockout studies of IRF8 and TGIF have shown that these factors play a role in upregulation of immature myeloid cell production and myeloid progenitor cell differentiation, respectively (46–48). RORCA and CEPBA have been shown to be involved in regulating thymopoiesis (49, 50) and myeloid cell differentiation, respectively (51–53). In a rheumatoid arthritis patient miR-223 was upregulated whereas RORCA was downregulated in comparison with healthy control (54). This is contrariwise to our observation that mir-223 knockdown upregulated the Rorca expression in zebrafish. However, none of these studies has shown that these factors control thrombopoiesis and our current finding suggest that they are involved in thrombopoiesis and are under the control of microRNAs.
Our results showed ikzf1 knockdown resulted in thrombocytopenia suggesting Ikzf1 is an activator for thrombopoiesis. These results are also supported by our studies on ikzf1 mutants which showed a dominant, prolonged TTO phenotype because the progeny of heterozygote and wild-type yielded a mixture of two populations, one the WT TTO and the other the prolonged TTO. Interestingly, individuals with IKZF1 haploinsufficiency manifest immune thrombocytopenia (ITP) (55). Lenalidomide degrades IKZF1 and releases its inhibition of megakaryocytic gene promotor such that GATA2 transcription factor complex binds promoter to induce megakaryocyte differentiation and is similar to the IKZF1 knockout results in mice (56–58). However, in another study in contrast to the above finding, degradation of IKZF1 results in down-regulation of its target GATA1 followed by the downregulation of NFE2 resulting in thrombocytopenia (57, 59). Our results on ikzf1 are not only consistent with the GATA1 results that led to thrombocytopenia but also matches with the haploinsufficiency of IKZF1 in humans.
Our laser-induced arterial thrombosis following the knockdown of irf8 showed a shortened TTO and yielded thrombotic phenotype. However, ikzf1 knockdown showed a prolonged TTO matching the thrombocytopenic phenotype seen in adult knockdown experiment. These are consistent with thrombocytosis and thrombocytopenia, respectively. Interestingly, rorca and tgif1 knockdowns did not result in shortened TTO but yielded prolonged TTO. Our observation of microthrombi in these knockdowns suggests that clots along with thrombocyte aggregation occurred that lead to the consumption and sequestration of the circulating thrombocytes causing exacerbated thrombocytopenia and hence the observed prolonged TTO. The microthrombi formation could also be due to the effects of factors extraneous to thrombocyte contribution. For example, endothelial contribution may be involved. Likewise, cebpa knockdown in larvae yielded prolongation of TTO, however, did not show microthrombi probably because its effect may be due to mild thrombocytopenia. Interestingly, in irf5 knockdown, a group of larvae had a thrombotic phenotype as noted above, and thus, irf5 may be similar to irf8.
Taken together these results suggest that mir-223, let-7b and mir-7148 are important repressors of thrombocyte production. Our results also showed that mir-223 and let-7b regulate multiple transcription factors both in a positive and negative manner. This information should lead to future understanding of the physiological role of these targets in thrombopoiesis. In conclusion, the inhibition of thrombocyte production by microRNAs is via a complex network of transcription factors downstream of the microRNAs.
Author contribution
A.A. performed knockdowns, thrombocyte counts, and quantitative Real-Time RT-PCRs, analyzed the data, and participated in discussions. W.F. identified the microRNAs, and helped edit the manuscript. S.D. and R.R. performed laser thrombosis experiments. P.J. designed the research, analyzed the data, and wrote the paper.
Acknowledgements
The work was supported by funds from NIH grants DK117384 and HL159399.
Competing interests statement
The authors declare no competing financial interests.
Data availability statement
The datasets generated and/or analysed during the current study are available in the PRJNA753153 repository, (https://www.ncbi.nlm.nih.gov/bioproject/PRJNA753153).
- O'Brien J, Hayder H, Zayed Y, Peng C. Overview of MicroRNA Biogenesis, Mechanisms of Actions, and Circulation. Front Endocrinol (Lausanne). 2018;9:402.
- Huntzinger E, Izaurralde E. Gene silencing by microRNAs: contributions of translational repression and mRNA decay. Nat Rev Genet. 2011;12(2):99–110.
- Guo H, Ingolia NT, Weissman JS, Bartel DP. Mammalian microRNAs predominantly act to decrease target mRNA levels. Nature. 2010;466(7308):835–40.
- Bazzini AA, Lee MT, Giraldez AJ. Ribosome Profiling Shows That miR-430 Reduces Translation Before Causing mRNA Decay in Zebrafish. Science. 2012;336(6078):233–7.
- Xu W, San Lucas A, Wang Z, Liu Y. Identifying microRNA targets in different gene regions. BMC Bioinformatics. 2014;15 Suppl 7(Suppl 7):S4.
- Stroynowska-Czerwinska A, Fiszer A, Krzyzosiak WJ. The panorama of miRNA-mediated mechanisms in mammalian cells. Cell Mol Life Sci. 2014;71(12):2253–70.
- Tsang J, Zhu J, van Oudenaarden A. MicroRNA-mediated feedback and feedforward loops are recurrent network motifs in mammals. Mol Cell. 2007;26(5):753–67.
- Riolo G, Cantara S, Marzocchi C, Ricci C. miRNA Targets: From Prediction Tools to Experimental Validation. Methods Protoc. 2020;4(1).
- Elgheznawy A, Fleming I. Platelet-Enriched MicroRNAs and Cardiovascular Homeostasis. Antioxid Redox Signal. 2018;29(9):902–21.
- Rondina MT, Weyrich AS. Regulation of the genetic code in megakaryocytes and platelets. J Thromb Haemost. 2015;13 Suppl 1(0 1):S26-32.
- Semple JW. Platelets deliver small packages of genetic function. Blood. 2013;122(2):155–6.
- Tran JQD, Pedersen OH, Larsen ML, Grove EL, Kristensen SD, Hvas AM, et al. Platelet microRNA expression and association with platelet maturity and function in patients with essential thrombocythemia. Platelets. 2020;31(3):365–72.
- Edelstein LC, McKenzie SE, Shaw C, Holinstat MA, Kunapuli SP, Bray PF. MicroRNAs in platelet production and activation. J Thromb Haemost. 2013;11 Suppl 1:340–50.
- Khandekar G, Kim S, Jagadeeswaran P. Zebrafish thrombocytes: functions and origins. Adv Hematol. 2012;2012:857058.
- Kim S, Carlson R, Zafreen L, Rajpurohit SK, Jagadeeswaran P. Modular, easy-to-assemble, low-cost zebrafish facility. Zebrafish. 2009;6(3):269–74.
- Kim S, Radhakrishnan UP, Rajpurohit SK, Kulkarni V, Jagadeeswaran P. Vivo-Morpholino knockdown of alphaIIb: A novel approach to inhibit thrombocyte function in adult zebrafish. Blood Cells Mol Dis. 2010;44(3):169–74.
- Sundaramoorthi H, Panapakam R, Jagadeeswaran P. Zebrafish thrombocyte aggregation by whole blood aggregometry and flow cytometry. Platelets. 2015;26(7):613–9.
- Jagadeeswaran P, Sheehan JP, Craig FE, Troyer D. Identification and characterization of zebrafish thrombocytes. Br J Haematol. 1999;107(4):731–8.
- Jagadeeswaran P, Paris R, Rao P. Laser-induced thrombosis in zebrafish larvae: a novel genetic screening method for thrombosis. Methods Mol Med. 2006;129:187–95.
- Jagadeeswaran P, Carrillo M, Radhakrishnan UP, Rajpurohit SK, Kim S. Laser-induced thrombosis in zebrafish. Methods Cell Biol. 2011;101:197–203.
- Rio DC, Ares M, Jr., Hannon GJ, Nilsen TW. Purification of RNA using TRIzol (TRI reagent). Cold Spring Harb Protoc. 2010;2010(6):pdb prot5439.
- Sticht C, De La Torre C, Parveen A, Gretz N. miRWalk: An online resource for prediction of microRNA binding sites. PLoS One. 2018;13(10):e0206239.
- Mi H, Muruganujan A, Huang X, Ebert D, Mills C, Guo X, et al. Protocol Update for large-scale genome and gene function analysis with the PANTHER classification system (v.14.0). Nat Protoc. 2019;14(3):703–21.
- Fallatah W, De R, Burks D, Azad RK, Jagadeeswaran P. Analysis of transcribed sequences from young and mature zebrafish thrombocytes. PLoS One. 2022;17(3):e0264776.
- Stenvang J, Petri A, Lindow M, Obad S, Kauppinen S. Inhibition of microRNA function by antimiR oligonucleotides. Silence. 2012;3(1):1.
- Hogan DJ, Vincent TM, Fish S, Marcusson EG, Bhat B, Chau BN, et al. Anti-miRs competitively inhibit microRNAs in Argonaute complexes. PLoS One. 2014;9(7):e100951.
- Krutzfeldt J, Rajewsky N, Braich R, Rajeev KG, Tuschl T, Manoharan M, et al. Silencing of microRNAs in vivo with 'antagomirs'. Nature. 2005;438(7068):685–9.
- Chiraz Atri FG, Dhafer Laouini Chap. 6 - MicroRNAs in diagnosis and therapeutics. AGO-Driven Non-Coding RNAs2019.
- Gangemi S, Tonacci A. AntagomiRs: A novel therapeutic strategy for challenging COVID-19 cytokine storm. Cytokine Growth Factor Rev. 2021;58:111–3.
- Barta T, Peskova L, Hampl A. miRNAsong: a web-based tool for generation and testing of miRNA sponge constructs in silico. Sci Rep. 2016;6:36625.
- Ebert MS, Neilson JR, Sharp PA. MicroRNA sponges: competitive inhibitors of small RNAs in mammalian cells. Nat Methods. 2007;4(9):721–6.
- Sundaramoorthi H, Khandekar G, Kim S, Jagadeeswaran P. Knockdown of alphaIIb by RNA degradation by delivering deoxyoligonucleotides piggybacked with control vivo-morpholinos into zebrafish thrombocytes. Blood Cells Mol Dis. 2015;54(1):78–83.
- Undi RB, Gutti U, Gutti RK. Role of let-7b/Fzd4 axis in mitochondrial biogenesis through wnt signaling: In neonatal and adult megakaryocytes. Int J Biochem Cell Biol. 2016;79:61–8.
- Raghuwanshi S, Dahariya S, Musvi SS, Gutti U, Kandi R, Undi RB, et al. MicroRNA function in megakaryocytes. Platelets. 2019;30(7):809–16.
- Felli N, Pedini F, Romania P, Biffoni M, Morsilli O, Castelli G, et al. MicroRNA 223-dependent expression of LMO2 regulates normal erythropoiesis. Haematologica. 2009;94(4):479–86.
- Yuan JY, Wang F, Yu J, Yang GH, Liu XL, Zhang JW. MicroRNA-223 reversibly regulates erythroid and megakaryocytic differentiation of K562 cells. J Cell Mol Med. 2009;13(11–12):4551–9.
- Gatsiou A, Boeckel JN, Randriamboavonjy V, Stellos K. MicroRNAs in platelet biogenesis and function: implications in vascular homeostasis and inflammation. Curr Vasc Pharmacol. 2012;10(5):524–31.
- Osman A, Falker K. Characterization of human platelet microRNA by quantitative PCR coupled with an annotation network for predicted target genes. Platelets. 2011;22(6):433–41.
- Bijak M, Dzieciol M, Rywaniak J, Saluk J, Zielinska M. Platelets miRNA as a Prediction Marker of Thrombotic Episodes. Dis Markers. 2016;2016:2872507.
- Shi R, Ge L, Zhou X, Ji WJ, Lu RY, Zhang YY, et al. Decreased platelet miR-223 expression is associated with high on-clopidogrel platelet reactivity. Thromb Res. 2013;131(6):508–13.
- Leierseder S, Petzold T, Zhang L, Loyer X, Massberg S, Engelhardt S. MiR-223 is dispensable for platelet production and function in mice. Thromb Haemost. 2013;110(6):1207–14.
- Thattaliyath B, Cykowski M, Jagadeeswaran P. Young thrombocytes initiate the formation of arterial thrombi in zebrafish. Blood. 2005;106(1):118–24.
- Quadros AS, Cambruzzi E, Sebben J, David RB, Abelin A, Welter D, et al. Red versus white thrombi in patients with ST-elevation myocardial infarction undergoing primary percutaneous coronary intervention: clinical and angiographic outcomes. Am Heart J. 2012;164(4):553–60.
- Zhang Y, Fan M, Zhang X, Huang F, Wu K, Zhang J, et al. Cellular microRNAs up-regulate transcription via interaction with promoter TATA-box motifs. RNA. 2014;20(12):1878–89.
- Catalanotto C, Cogoni C, Zardo G. MicroRNA in Control of Gene Expression: An Overview of Nuclear Functions. Int J Mol Sci. 2016;17(10).
- Bi X, Feng D, Korczeniewska J, Alper N, Hu G, Barnes BJ. Deletion of Irf5 protects hematopoietic stem cells from DNA damage-induced apoptosis and suppresses gamma-irradiation-induced thymic lymphomagenesis. Oncogene. 2014;33(25):3288–97.
- Tamura T, Kurotaki D, Koizumi S. Regulation of myelopoiesis by the transcription factor IRF8. Int J Hematol. 2015;101(4):342–51.
- Yan L, Womack B, Wotton D, Guo Y, Shyr Y, Dave U, et al. Tgif1 regulates quiescence and self-renewal of hematopoietic stem cells. Mol Cell Biol. 2013;33(24):4824–33.
- Jetten AM. Retinoid-related orphan receptors (RORs): critical roles in development, immunity, circadian rhythm, and cellular metabolism. Nucl Recept Signal. 2009;7:e003.
- Croft CA, Thaller A, Marie S, Doisne JM, Surace L, Yang R, et al. Notch, RORC and IL-23 signals cooperate to promote multi-lineage human innate lymphoid cell differentiation. Nat Commun. 2022;13(1):4344.
- Pabst T, Eyholzer M, Haefliger S, Schardt J, Mueller BU. Somatic CEBPA mutations are a frequent second event in families with germline CEBPA mutations and familial acute myeloid leukemia. J Clin Oncol. 2008;26(31):5088–93.
- Olofsson LE, Orho-Melander M, William-Olsson L, Sjoholm K, Sjostrom L, Groop L, et al. CCAAT/enhancer binding protein alpha (C/EBPalpha) in adipose tissue regulates genes in lipid and glucose metabolism and a genetic variation in C/EBPalpha is associated with serum levels of triglycerides. J Clin Endocrinol Metab. 2008;93(12):4880–6.
- Quintana-Bustamante O, Lan-Lan Smith S, Griessinger E, Reyal Y, Vargaftig J, Lister TA, et al. Overexpression of wild-type or mutants forms of CEBPA alter normal human hematopoiesis. Leukemia. 2012;26(7):1537–46.
- Rezaeepoor M, Pourjafar M, Tahamoli-Roudsari A, Basiri Z, Hajilooi M, Solgi G. Altered expression of microRNAs may predict therapeutic response in rheumatoid arthritis patients. Int Immunopharmacol. 2020;83:106404.
- Sriaroon P, Chang Y, Ujhazi B, Csomos K, Joshi HR, Zhou Q, et al. Familial Immune Thrombocytopenia Associated With a Novel Variant in IKZF1. Front Pediatr. 2019;7:139.
- Martinez-Hoyer S, Deng Y, Parker J, Jiang J, Mo A, Docking TR, et al. Loss of lenalidomide-induced megakaryocytic differentiation leads to therapy resistance in del(5q) myelodysplastic syndrome. Nat Cell Biol. 2020;22(5):526–33.
- Huang Z, Dore LC, Li Z, Orkin SH, Feng G, Lin S, et al. GATA-2 reinforces megakaryocyte development in the absence of GATA-1. Mol Cell Biol. 2009;29(18):5168–80.
- Lopez RA, Schoetz S, DeAngelis K, O'Neill D, Bank A. Multiple hematopoietic defects and delayed globin switching in Ikaros null mice. Proc Natl Acad Sci U S A. 2002;99(2):602–7.
- Liu A, Li S, Donnenberg V, Fu J, Gollin SM, Ma H, et al. Immunomodulatory drugs downregulate IKZF1 leading to expansion of hematopoietic progenitors with concomitant block of megakaryocytic maturation. Haematologica. 2018;103(10):1688–97.
Table 1. List of primers used for piggyback knockdown.
Table 2. List of the forward (FP) and reverse (RP) primers used in qRT-PCR.
No competing interests reported.