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2.
Nat Biotechnol ; 40(12): 1794-1806, 2022 12.
Article En | MEDLINE | ID: mdl-36203011

Resolving the spatial distribution of RNA and protein in tissues at subcellular resolution is a challenge in the field of spatial biology. We describe spatial molecular imaging, a system that measures RNAs and proteins in intact biological samples at subcellular resolution by performing multiple cycles of nucleic acid hybridization of fluorescent molecular barcodes. We demonstrate that spatial molecular imaging has high sensitivity (one or two copies per cell) and very low error rate (0.0092 false calls per cell) and background (~0.04 counts per cell). The imaging system generates three-dimensional, super-resolution localization of analytes at ~2 million cells per sample. Cell segmentation is morphology based using antibodies, compatible with formalin-fixed, paraffin-embedded samples. We measured multiomic data (980 RNAs and 108 proteins) at subcellular resolution in formalin-fixed, paraffin-embedded tissues (nonsmall cell lung and breast cancer) and identified >18 distinct cell types, ten unique tumor microenvironments and 100 pairwise ligand-receptor interactions. Data on >800,000 single cells and ~260 million transcripts can be accessed at http://nanostring.com/CosMx-dataset .


Proteins , RNA , Humans , Paraffin Embedding , RNA/genetics , Molecular Imaging , Formaldehyde
3.
Mol Reprod Dev ; 88(7): 500-515, 2021 07.
Article En | MEDLINE | ID: mdl-34148267

Ancestrally marine threespine stickleback fish (Gasterosteus aculeatus) have undergone an adaptive radiation into freshwater environments throughout the Northern Hemisphere, creating an excellent model system for studying molecular adaptation and speciation. Ecological and behavioral factors have been suggested to underlie stickleback reproductive isolation and incipient speciation, but reproductive proteins mediating gamete recognition during fertilization have so far remained unexplored. To begin to investigate the contribution of reproductive proteins to stickleback reproductive isolation, we have characterized the stickleback egg coat proteome. We find that stickleback egg coats are comprised of homologs to the zona pellucida (ZP) proteins ZP1 and ZP3, as in other teleost fish. Our molecular evolutionary analyses indicate that across teleosts, ZP3 but not ZP1 has experienced positive Darwinian selection. Mammalian ZP3 is also rapidly evolving, and surprisingly some residues under selection in stickleback and mammalian ZP3 directly align. Despite broad homology, however, we find differences between mammalian and stickleback ZP proteins with respect to glycosylation, disulfide bonding, and sites of synthesis. Taken together, the changes we observe in stickleback ZP protein architecture suggest that the egg coats of stickleback fish, and perhaps fish more generally, have evolved to fulfill a more protective functional role than their mammalian counterparts.


Egg Proteins/physiology , Oocytes/physiology , Smegmamorpha/metabolism , Animals , Cytoprotection/physiology , Egg Proteins/metabolism , Female , Oocytes/cytology , Oocytes/metabolism , Proteome/analysis , Proteome/metabolism , Proteomics , Zona Pellucida/metabolism , Zona Pellucida/physiology , Zona Pellucida Glycoproteins/analysis , Zona Pellucida Glycoproteins/metabolism , Zona Pellucida Glycoproteins/physiology
4.
Curr Top Dev Biol ; 130: 443-488, 2018.
Article En | MEDLINE | ID: mdl-29853187

All animal oocytes are surrounded by a glycoproteinaceous egg coat, a specialized extracellular matrix that serves both structural and species-specific roles during fertilization. Egg coat glycoproteins polymerize into the extracellular matrix of the egg coat using a conserved protein-protein interaction module-the zona pellucida (ZP) domain-common to both vertebrates and invertebrates, suggesting that the basic structural features of egg coats have been conserved across hundreds of millions of years of evolution. Egg coat proteins, as with other proteins involved in reproduction, are frequently found to be rapidly evolving. Given that gamete compatibility must be maintained for the fitness of sexually reproducing organisms, this finding is somewhat paradoxical and suggests a role for adaptive diversification in reproductive protein evolution. Here we review the structure and function of metazoan egg coat proteins, with an emphasis on the potential role their evolution has played in the creation and maintenance of species boundaries.


Biological Evolution , Egg Proteins/chemistry , Egg Proteins/metabolism , Zona Pellucida Glycoproteins/chemistry , Zona Pellucida Glycoproteins/metabolism , Animals , Egg Proteins/physiology , Female , Humans , Invertebrates/chemistry , Invertebrates/embryology , Invertebrates/metabolism , Protein Domains , Protein Multimerization/physiology , Vertebrates/embryology , Vertebrates/metabolism , Zona Pellucida/chemistry , Zona Pellucida/metabolism , Zona Pellucida Glycoproteins/physiology
5.
Evolution ; 70(4): 887-902, 2016 Apr.
Article En | MEDLINE | ID: mdl-26947264

The extent to which convergent adaptation to similar ecological niches occurs by a predictable genetic basis remains a fundamental question in biology. Threespine stickleback fish have undergone an adaptive radiation in which ancestral oceanic populations repeatedly colonized and adapted to freshwater habitats. In multiple lakes in British Columbia, two different freshwater ecotypes have evolved: a deep-bodied benthic form adapted to forage near the lake substrate, and a narrow-bodied limnetic form adapted to forage in open water. Here, we use genome-wide linkage mapping in marine × benthic F2 genetic crosses to test the extent of shared genomic regions underlying benthic adaptation in three benthic populations. We identify at least 100 Quantitative Trait Loci (QTL) harboring genes influencing skeletal morphology. The majority of QTL (57%) are unique to one cross. However, four genomic regions affecting eight craniofacial and armor phenotypes are found in all three benthic populations. We find that QTL are clustered in the genome and overlapping QTL regions are enriched for genomic signatures of natural selection. These findings suggest that benthic adaptation has occurred via both parallel and nonparallel genetic changes.


Adaptation, Physiological/genetics , Chromosome Mapping , Quantitative Trait Loci , Smegmamorpha/genetics , Animals , Biological Evolution , British Columbia , Crosses, Genetic , Genetic Linkage , Lakes , Phenotype , Selection, Genetic
6.
G3 (Bethesda) ; 5(7): 1463-72, 2015 Jun 03.
Article En | MEDLINE | ID: mdl-26044731

Marine populations of the threespine stickleback (Gasterosteus aculeatus) have repeatedly colonized and rapidly adapted to freshwater habitats, providing a powerful system to map the genetic architecture of evolved traits. Here, we developed and applied a binned genotyping-by-sequencing (GBS) method to build dense genome-wide linkage maps of sticklebacks using two large marine by freshwater F2 crosses of more than 350 fish each. The resulting linkage maps significantly improve the genome assembly by anchoring 78 new scaffolds to chromosomes, reorienting 40 scaffolds, and rearranging scaffolds in 4 locations. In the revised genome assembly, 94.6% of the assembly was anchored to a chromosome. To assess linkage map quality, we mapped quantitative trait loci (QTL) controlling lateral plate number, which mapped as expected to a 200-kb genomic region containing Ectodysplasin, as well as a chromosome 7 QTL overlapping a previously identified modifier QTL. Finally, we mapped eight QTL controlling convergently evolved reductions in gill raker length in the two crosses, which revealed that this classic adaptive trait has a surprisingly modular and nonparallel genetic basis.


Genome , Smegmamorpha/genetics , Animals , Chromosome Mapping , Chromosomes/genetics , Chromosomes/metabolism , Gene Library , Genetic Linkage , Genotype , Phenotype , Quantitative Trait Loci
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