scholarly journals Synthetic genomic reconstitution reveals principles of mammalian Hox cluster regulation

2021 ◽  
Author(s):  
Sudarshan Pinglay ◽  
Milica Bulajic ◽  
Dylan P Rahe ◽  
Emily Huang ◽  
Ran Brosh ◽  
...  

Precise Hox gene expression is crucial for embryonic patterning. Intra-Hox transcription factor binding and distal enhancer elements have emerged as the major regulatory modes controlling Hox gene expression. However, quantifying their relative contributions has remained elusive. Here, we introduce 'synthetic regulatory reconstitution', a novel conceptual framework for studying gene regulation and apply it to the HoxA cluster. We synthesized and delivered variant rat HoxA clusters (130-170 kilobases each) to an ectopic location in the mouse genome. We find that a HoxA cluster lacking distal enhancers recapitulates correct patterns of chromatin remodeling and transcription in response to patterning signals, while distal enhancers are required for full transcriptional output. Synthetic regulatory reconstitution is a generalizable strategy to decipher the regulatory logic of gene expression in complex genomes.

2019 ◽  
Author(s):  
Joanna Mitchelmore ◽  
Nastasiya Grinberg ◽  
Chris Wallace ◽  
Mikhail Spivakov

AbstractIdentifying DNA cis-regulatory modules (CRMs) that control the expression of specific genes is crucial for deciphering the logic of transcriptional control. Natural genetic variation can point to the possible gene regulatory function of specific sequences through their allelic associations with gene expression. However, comprehensive identification of causal regulatory sequences in brute-force association testing without incorporating prior knowledge is challenging due to limited statistical power and effects of linkage disequilibrium. Sequence variants affecting transcription factor (TF) binding at CRMs have a strong potential to influence gene regulatory function, which provides a motivation for prioritising such variants in association testing. Here, we generate an atlas of CRMs showing predicted allelic variation in TF binding affinity in human lymphoblastoid cell lines (LCLs) and test their association with the expression of their putative target genes inferred from Promoter Capture Hi-C and immediate linear proximity. We reveal over 1300 CRM TF-binding variants associated with target gene expression, the majority of them undetected with standard association testing. A large proportion of CRMs showing associations with the expression of genes they contact in 3D localise to the promoter regions of other genes, supporting the notion of ‘epromoters’: dual-action CRMs with promoter and distal enhancer activity.


2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 3588-3588
Author(s):  
Sajid A. Khan ◽  
Philip Paty ◽  
Zhaoshi Zeng ◽  
Jun Lu

3588 Background: Knowledge of molecular differences between limited metastasis (oligometastasis) and widespread metastases may provide biomarkers for selection of patients who will benefit from curative metastasis resection and provide useful prognostic information. In this study, we detect messenger RNA expressional patterns in patients with colorectal cancer liver metastasis (CRCLM) and identify networks of coding and noncoding RNAs corresponding to oligometastatic phenotype. Methods: RNA was prepared from frozen tumor tissue of 55 patients with CRCLM patients treated with liver resection and/or biopsy of their metastatic tumors with greater than 15 years of follow-up. Survival was calculated and stratified according to risk of recurrence. Cases were subject to RNA-Sequencing experiments with paired end sequencing. Results: RNA analysis with TopHat and Cuffdiff found significant differences in transcript expression according to recurrence for 667 genes (P < 0.05). Of these transcripts, 166 had a greater than 2-fold gene expression between groups when comparing mean Fragments Per Kilobase of transcript per Million mapped reads (FPKM) (P < 0.05). Unsupervised hierarchical clustering revealed distinct genomic patterns based on clinical outcome. A supervised gene expression analysis revealed a differential expression of genes in the Homeobox ( HOX) family (P < 0.05). Overexpression of individual members of the HOX gene family are associated with prognosis. Upregulation of the HOXD11 gene was associated with cure in 60% of cases while downregulation was associated with 5-year overall survivals of 16% (P = 0.023). Furthermore, when clusters of HOX family members were compared, we found that expression correlated with survival, underlining the importance of this gene family in oligometastasis biology. A high ratio of the HOXD cluster to HOXA cluster was associated with a long recurrence free survival (P = 0.002). Conclusions: Common genomic signatures characterize patients with liver oligometastasis from primary colorectal cancer. The HOX gene family strongly correlates with prognosis and represents a unique molecular subtype of patients. Further mechanistic studies of the HOX gene family in metastases are underway.


Development ◽  
2001 ◽  
Vol 128 (9) ◽  
pp. 1587-1597 ◽  
Author(s):  
T. Akasaka ◽  
M. van Lohuizen ◽  
N. van der Lugt ◽  
Y. Mizutani-Koseki ◽  
M. Kanno ◽  
...  

Polycomb group genes were identified as a conserved group of genes whose products are required in multimeric complexes to maintain spatially restricted expression of Hox cluster genes. Unlike in Drosophila, in mammals Polycomb group (PcG) genes are represented as highly related gene pairs, indicative of duplication during metazoan evolution. Mel18 and Bmi1 are mammalian homologs of Drosophila Posterior sex combs. Mice deficient for Mel18 or Bmi1 exhibit similar posterior transformations of the axial skeleton and display severe immune deficiency, suggesting that their gene products act on overlapping pathways/target genes. However unique phenotypes upon loss of either Mel18 or Bmi1 are also observed. We show using embryos doubly deficient for Mel18 and Bmi1 that Mel18 and Bmi1 act in synergy and in a dose-dependent and cell type-specific manner to repress Hox cluster genes and mediate cell survival of embryos during development. In addition, we demonstrate that Mel18 and Bmi1, although essential for maintenance of the appropriate expression domains of Hox cluster genes, are not required for the initial establishment of Hox gene expression. Furthermore, we show an unexpected requirement for Mel18 and Bmi1 gene products to maintain stable expression of Hox cluster genes in regions caudal to the prospective anterior expression boundaries during subsequent development.


Development ◽  
2001 ◽  
Vol 128 (9) ◽  
pp. 1657-1670 ◽  
Author(s):  
J. Torres-Vazquez ◽  
S. Park ◽  
R. Warrior ◽  
K. Arora

Decapentaplegic (Dpp), a homolog of vertebrate bone morphogenic protein 2/4, is crucial for embryonic patterning and cell fate specification in Drosophila. Dpp signaling triggers nuclear accumulation of the Smads Mad and Medea, which affect gene expression through two distinct mechanisms: direct activation of target genes and relief of repression by the nuclear protein Brinker (Brk). The zinc-finger transcription factor Schnurri (Shn) has been implicated as a co-factor for Mad, based on its DNA-binding ability and evidence of signaling dependent interactions between the two proteins. A key question is whether Shn contributes to both repression of brk as well as to activation of target genes. We find that during embryogenesis, brk expression is derepressed in shn mutants. However, while Mad is essential for Dpp-mediated repression of brk, the requirement for shn is stage specific. Analysis of brk; shn double mutants reveals that upregulation of brk does not account for all aspects of the shn mutant phenotype. Several Dpp target genes are expressed at intermediate levels in double mutant embryos, demonstrating that shn also provides a brk-independent positive input to gene activation. We find that Shn-mediated relief of brk repression establishes broad domains of gene activation, while the brk-independent input from Shn is crucial for defining the precise limits and levels of Dpp target gene expression in the embryo.


2020 ◽  
Vol 48 (6) ◽  
pp. 2866-2879 ◽  
Author(s):  
Joanna Mitchelmore ◽  
Nastasiya F Grinberg ◽  
Chris Wallace ◽  
Mikhail Spivakov

Abstract Identifying DNA cis-regulatory modules (CRMs) that control the expression of specific genes is crucial for deciphering the logic of transcriptional control. Natural genetic variation can point to the possible gene regulatory function of specific sequences through their allelic associations with gene expression. However, comprehensive identification of causal regulatory sequences in brute-force association testing without incorporating prior knowledge is challenging due to limited statistical power and effects of linkage disequilibrium. Sequence variants affecting transcription factor (TF) binding at CRMs have a strong potential to influence gene regulatory function, which provides a motivation for prioritizing such variants in association testing. Here, we generate an atlas of CRMs showing predicted allelic variation in TF binding affinity in human lymphoblastoid cell lines and test their association with the expression of their putative target genes inferred from Promoter Capture Hi-C and immediate linear proximity. We reveal &gt;1300 CRM TF-binding variants associated with target gene expression, the majority of them undetected with standard association testing. A large proportion of CRMs showing associations with the expression of genes they contact in 3D localize to the promoter regions of other genes, supporting the notion of ‘epromoters’: dual-action CRMs with promoter and distal enhancer activity.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 4614-4614
Author(s):  
Karolina Kramarzova ◽  
Harry Drabkin ◽  
Jan Zuna ◽  
Zuzana Zemanova ◽  
Jan Stary ◽  
...  

Abstract Abstract 4614 Introduction: The homeodomain genes (HOX genes) encode a family of highly conserved transcription factors that play fundamental roles during embryogenesis. HOX genes are also important regulators in hematopoiesis. In leukemogenesis, dysregulated expression of HOX genes has been found. Despite many correlative studies, the mechanism of establishment of leukemia specific HOX gene expression patterns in hematopoietic cells remains to be elucidated. Histone methylases and demethylases (Trithorax (TrxG), JMJD3 and Polycomb-group (PcG) genes) are chromatin modifiers regulating global gene expression through chromatin remodeling in many biological processes. PcG genes can also interact with DNA methyltransferases and alter their activity. Our previously published data showed that HOX gene expression correlated with the level of DNA methylation. These data together with the stabilizing function of PcG genes on HOX expression in embryogenesis suggest the involvement of histone modifiers in the regulation of hematopoietic HOX gene expression. Methods: To investigate the regulation of HOX expression in leukemogenesis, we determined mRNA levels of the representative groups of HOX genes (HOXA, HOXB, CDX1/2), PcG genes (EZH2, BMI1), MLL and demethylases (JMJD3, UTX) in samples of childhood AML (N=41) and healthy controls (N=5). We also studied the dynamics of HOX genes and chromatin modifiers in preleukemic and diagnostic samples of a patient who underwent secondary leukemia. Quantification of gene expression was performed using qPCR assays as previously described. Results: Expression patterns for the majority of HOX genes differed significantly among morphologically defined subgroups of AML with AML M3 having the lowest expression of all HOX genes. Children with AML M5 expressed HOXA cluster at the highest level, while HOXB genes were highly expressed in M5 and M4 subtype. Subgroups defined according to molecular genetics showed similar results. The presence of PML/RARa fusion gene was associated with very low expression of all HOX genes whereas MLL+ and CBFb/MYH11+ patients expressed higher levels of HOXA genes. We also assessed the prognostic significance of particular HOX genes and found that the HOXA cluster was expressed at very low levels in standard risk cases compared to the high risk group (P<0.0001 for most HOXA genes), which is in concordance with previously published results in adult AML (Andreeff et al. 2008). Determination of mRNA levels of histone modifiers showed an overall level of high expression across various AML subgroups. Nevertheless, some were uniformly expressed in AML patients (EZH2, MLL), while others were differentially expressed with the lowest level in the M3 subtype (BMI1, JMJD3). Interestingly, we found a correlation between HOX gene expression and levels of JMJD3, which was mainly evident in CBFb-MYH11+, PML-RARa+ and AML1-ETO+ patients. JMJD3 levels were also correlated with another demethylase, UTX. A positive trend between HOX gene expression and JMJD3 was identified in healthy controls as well. Analysis of the sample from preleukemic period of the patient with secondary leukemia (secALL with MLL translocation) allowed us to study the dynamics of HOX gene expression during leukemogenesis. The diagnostic secALL sample showed an expression pattern of HOX genes typical for MLL+ leukemia. However, the profile of HOX genes in preleukemic sample (16 months before secALL) resembled the pattern found in healthy controls. Nonetheless, 90% of these seemingly normal hematopoietic cells were confirmed by FISH analysis to carry MLL/FOXO3A. Thus, even though MLL is a well known regulator of HOX genes, there must be an additional mechanism, that establishes the expression pattern of HOX genes typical in MLL+ patients. Conclusion: In summary, we identified different expression patterns of HOX genes in particular subtypes of childhood AML that significantly correlated with prognosis. Our results indicate that histone modifiers JMJD3 and UTX might be involved in the regulation of HOX gene expression. Moreover, these data also suggest that histone demethylases could cooperate with specific genetic aberrations implicated in chromatin remodeling on regulation of HOX genes. The analysis of secondary leukemia suggests that additional alterations are required to deregulate HOX expression in at least some MLL+ patients. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 171-171
Author(s):  
Jasmijn de Rooij ◽  
Cristyn Branstetter ◽  
Jing Ma ◽  
Yongjin Li ◽  
Jinjun Cheng ◽  
...  

Abstract Acute Megakaryoblastic Leukemia (AMKL) is a subtype of acute myeloid leukemia (AML) that morphologically resembles abnormal megakaryoblasts. While extremely rare in adults, pediatric cases comprise 4-15% of newly diagnosed AML patients. Clinical outcomes for Down syndrome (DS) patients with AMKL are uniformly excellent, whereas studies on non-DS patients (non-DS-AMKL) are more variable with the majority reporting inferior survival rates compared to other AML subtypes. Furthermore, the recommendation for stem cell transplant (SCT) in first remission for non-DS-AMKL patients is not uniform among pediatric cooperative groups. Previous efforts have identified chimeric oncogenes in non-DS-AMKL cases, including RBM15-MKL1, CBFA2T3-GLIS2, MLL gene rearrangements and NUP98-KDM5A. The etiology of 30-40% of cases, however, remains unknown. To better understand the genomic landscape of non-DS-AMKL and its contribution to clinical outcomes, we performed RNA and exome sequencing on specimens from 115 patients compiled from eight institutions and three cooperative groups including 90 pediatric and 25 adult cases. Of the 104 patients for whom RNA was available, 27.8% (5/18) adult and 72% (62/86) pediatric cases carried a high confidence fusion event by RNAseq. The most frequent fusions in the pediatric cohort when combining RNAseq data, cytogenetics and RT-PCR include CBFA2T3-GLIS2 (17/90), MLL r (13/90), NUP98-KDM5A (9/90), and RBM15-MKL1 (9/90). Previously described low frequency fusions identified in this expanded cohort, include a case of NIPBL-HOXB9 and a novel but functionally analogous NIPBL-HOXA9 fusion. Similarly, a case carrying GATA2-HOXA10 was identified, which is functionally equivalent to the GATA2-HOXA9 fusion that has been reported in a single case. Chimeric transcripts not previously described include several fusions involving genes within the HOX cluster (HOTAIRM1-HOXA3, HOXA_AS3-HOXA9, EWSR1-HOXB8, PLEK-HOXA11-AS, and BMP2K-HOXD10 each in a single case). Collectively, fusions involving a HOX cluster gene (HOX r) occurred in 11% of the pediatric cohort. Single Nucleotide Variation (SNV) analysis of exome and RNAseq data on the cohort revealed the presence of truncating GATA1 mutations in one adult and 10 pediatric specimens lacking fusion genes. Patients carrying GATA1 mutations did not have stigmata of DS or evidence of mutant reads in germline DNA, suggesting they are not mosaics. To determine if these fusion events contribute significantly to gene expression patterns, samples with greater than 60% purity were subjected to unsupervised clustering. Confirming the strength of the fusions in altering gene expression signatures, samples clustered according to fusion subtype and were distinct from those carrying GATA1 mutations. Specifically MLL r, HOX r, NUP98-KDM5A, and CBFA2T3-GLIS2 cases formed distinct clusters. When analyzing differentially upregulated genes within these subgroups, HOX r cases demonstrated upregulation of a HOX gene signature. Combined with MLL r and NUP98-KDM5A, chimeric oncogenes also known to upregulate HOX cluster genes, roughly one-third of pediatric non-DS-AMKL patients carry a HOX gene expression program. These cases were distinct from those carrying the CBFA2T3-GLIS2 inversion. HOX genes play a significant role in normal hematopoietic development and data suggests that deregulated expression has a central role in the etiology of several subtypes of acute leukemia, in part through the acquisition of enhanced self-renewal. We evaluated our identified HOXr for their ability to serially replate in murine colony formation assays as a surrogate marker of this characteristic. Confirming their pathogenicity, chimeric transcripts conferred an enhanced ability to replate. We conclude that chimeric transcripts involving HOX cluster genes comprise a distinct subset of pediatric AMKL. Clinical outcome analyses between genomic subgroups of this heterogeneous malignancy may allow us to more effectively risk stratify these patients and determine those that may benefit from SCT in first remission. JdR and CB contributed equally FL, DR, MH-E, MF, CMZ, and TAG co-corresponding authors on behalf of AIEOP, BFM, DCOG, and SJCRH study groups Disclosures Shih: Novartis: Research Funding.


2021 ◽  
Vol 12 (1) ◽  
Author(s):  
Shalu Jhanwar ◽  
Jonas Malkmus ◽  
Jens Stolte ◽  
Olga Romashkina ◽  
Aimée Zuniga ◽  
...  

AbstractChromatin remodeling and genomic alterations impact spatio-temporal regulation of gene expression, which is central to embryonic development. The analysis of mouse and chicken limb development provides important insights into the morphoregulatory mechanisms, however little is known about the regulatory differences underlying their morphological divergence. Here, we identify the underlying shared and species-specific epigenomic and genomic variations. In mouse forelimb buds, we observe striking synchrony between the temporal dynamics of chromatin accessibility and gene expression, while their divergence in chicken wing buds uncovers species-specific regulatory heterochrony. In silico mapping of transcription factor binding sites and computational footprinting establishes the developmental time-restricted transcription factor-DNA interactions. Finally, the construction of target gene networks for HAND2 and GLI3 transcriptional regulators reveals both conserved and species-specific interactions. Our analysis reveals the impact of genome evolution on the regulatory interactions orchestrating vertebrate limb bud morphogenesis and provides a molecular framework for comparative Evo-Devo studies.


2017 ◽  
Vol 114 (52) ◽  
pp. E11180-E11189 ◽  
Author(s):  
Kesavan Meganathan ◽  
Emily M. A. Lewis ◽  
Paul Gontarz ◽  
Shaopeng Liu ◽  
Edouard G. Stanley ◽  
...  

Cortical interneurons (cINs) modulate excitatory neuronal activity by providing local inhibition. During fetal development, several cIN subtypes derive from the medial ganglionic eminence (MGE), a transient ventral telencephalic structure. While altered cIN development contributes to neurodevelopmental disorders, the inaccessibility of human fetal brain tissue during development has hampered efforts to define molecular networks controlling this process. Here, we modified protocols for directed differentiation of human embryonic stem cells, obtaining efficient, accelerated production of MGE-like progenitors and MGE-derived cIN subtypes with the expected electrophysiological properties. We defined transcriptome changes accompanying this process and integrated these data with direct transcriptional targets of NKX2-1, a transcription factor controlling MGE specification. This analysis defined NKX2-1–associated genes with enriched expression during MGE specification and cIN differentiation, including known and previously unreported transcription factor targets with likely roles in MGE specification, and other target classes regulating cIN migration and function. NKX2-1–associated peaks were enriched for consensus binding motifs for NKX2-1, LHX, and SOX transcription factors, suggesting roles in coregulating MGE gene expression. Among the NKX2-1 direct target genes with cIN-enriched expression was CHD2, which encodes a chromatin remodeling protein mutated to cause human epilepsies. Accordingly, CHD2 deficiency impaired cIN specification and altered later electrophysiological function, while CHD2 coassociated with NKX2-1 at cis-regulatory elements and was required for their transactivation by NKX2-1 in MGE-like progenitors. This analysis identified several aspects of gene-regulatory networks underlying human MGE specification and suggested mechanisms by which NKX2-1 acts with chromatin remodeling activities to regulate gene expression programs underlying cIN development.


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