Molecular Genetics Commons^™

The 'Pseudomonas Aeruginosa' Psl Polysaccharide Is A Social But Noncheatable Trait In Biofilms, Yasuhiko Irie, Aled E. Roberts, Kasper N. Kragh, Vernita D. Gordon, Jaime B. Hutchison, Rosalind J. Allen, Gavin Melaugh, Thomas Bjarnsholt, Stuart A. West, Stephen P. Diggle

Biology Faculty Publications

Extracellular polysaccharides are compounds secreted by microorganisms into the surrounding environment, and they are important for surface attachment and maintaining structural integrity within biofilms. The social nature of many extracellular polysaccharides remains unclear, and it has been suggested that they could function as either cooperative public goods or as traits that provide a competitive advantage. Here, we empirically tested the cooperative nature of the PSL polysaccharide, which is crucial for the formation of biofilms in Pseudomonas aeruginosa. We show that (i) PSL is not metabolically costly to produce; (ii) PSL provides populationlevel benefits in biofilms, for both growth and antibiotic …

The Population Genetics Of Morro Bay Eelgrass (Zostera Marina), Julia Gardner Harencar

Master's Theses

Seagrass populations are in decline worldwide. Zostera marina (eelgrass), one of California’s native seagrasses, is no exception to this trend. In the last 8 years, Morro Bay, California has lost 95% of its eelgrass. Eelgrass is an ecosystem engineer, providing important ecosystem services such as sediment stabilization, nutrient cycling, and nursery habitats for fish. The failure of recent restoration efforts necessitates a better understanding of the causes of eelgrass decline in this estuary. Previous research on eelgrass in California has demonstrated a link between population genetic diversity and eelgrass bed health, ecosystem functioning, and resilience to disturbance and extreme climatic …

The Santa Ana Speckled Dace (Rhinichthys Osculus): Phylogeography And Molecular Evolution Of The Mitochondrial Dna Control Region, James Jay Vanmeter

Electronic Theses, Projects, and Dissertations

The purpose of this genetic study of the Santa Ana Speckled Dace Rhinichthys osculus was three-fold. The first goal was to characterize the molecular structure of the mtDNA control region of R. osculus. An 1143 base-pair region of the mitochondrial DNA genome, which included the complete control region was sequenced for all individuals. Analysis of the sequence data revealed that the molecular structure of the speckled dace control region was similar to the molecular structure described for other vertebrate taxa. The speckled dace control region contains three major domains, which vary in base frequency as well as in the frequency …

Dna Sequences Of The Mitochondrial Cytochrome C Oxidase I (Coi) Genes From Deep Sea Fishes. Cruises Dp01 And Dp02 From May 2015 - August 2015, Andrea Bernard, Max Weber, Kimberly A. Finnegan, Mahmood S. Shivji, Ron Eytan

DEEPEND Datasets

The deep sea ecosystem is believed to contain the highest biomass of fish in the oceans. However, the taxonomic diversity in this ecosystem is incompletely described and likely to be vastly underestimated. DNA sequence data (barcodes) have become a key tool to discover hidden biodiversity. We generated mitochondrial DNA barcode datasets based on the Cytochrome c oxidase I (COI) gene from deep sea fishes. These data were analyzed using phylogenetic and statistical methods to reveal cryptic species and make taxonomic linkages between adult fishes and their early life stages. These datasets were generated from fishes collected in the Northern Gulf …

Chromatin-Modifying Agents Convert Fibroblasts To Oct4+ And Vegfr-2+ Capillary Tube-Forming Cells, Anita Wary, Neil Wary '18, Jugajyoti Baruah, Victoria Mastej, Kishore K. Wary

Student Publications & Research

Rationale
The human epigenome is plastic. The goal of this study was to address if fibroblast cells can be epigenetically modified to promote neovessel formation.

Methods and results
Here, we used highly abundant human adult dermal fibroblast cells (hADFCs) that were treated with the chromatin-modifying agents 5-aza-2'-deoxycytidine and trichostatin A, and subsequently subjected to differentiation by activating Wnt signaling. Our results show that these epigenetically modified hADFCs increasingly expressed β-catenin, pluripotency factor octamer-binding transcription factor-4 (OCT4, also known as POU5F1), and endothelial cell (EC) marker called vascular endothelial growth factor receptor-2 (VEGFR-2, also known as Fetal Liver Kinase-1). In microscopic …

Modeling 3d Retinogenesis In Mouse Embryonic Stem Cells Following Crispr-Mediated Crx Knockdown, Pooja Prasad

Dissertations, Masters Theses, Capstones, and Culminating Projects

An emerging technology known as three-dimensional (3D) tissue engineering has allowed scientists to mimic tissues found in vivo. Previous studies indicate that it is possible to differentiate dissociated mouse embryonic stem cells (mESCs) into 3D retinal tissues in vitro (Bertacchi, 2015; Eiraku, 2012). The newly differentiated retinal tissues are said to encompass all of the major components found in retinal tissues. The generation of in vitro 3D tissues holds great potential in terms of patient-specific disease modeling. Although various diseases have been well-studied in animal models, there are limitations with regards to patient-specificity. The generation of animal models to study …

Proteomic Identification Of Histone Post-Translational Modifications Induced By Dna Double-Strand Breaks And Novel Proteins Involved In The Dna Damage Response, Pingping Wang

Dissertations and Theses (Open Access)

Inaccurate repair of DNA double-strand breaks (DSBs) can lead to DNA mutation and chromosome rearrangements, causing human diseases such as cancer. Although we know the basic mechanisms of DSB repair, the added complexities in the chromatin context are unclear. This is partially due to the lack of unbiased systems for identifying proteins and post-translational modifications (PTMs) involved in DSB repair. In this work, we established a novel method, termed DSB-ChAP-MS (Double Strand Break-Chromatin Affinity Purification with Mass Spectrometry), for the affinity purification of a sequence-specific single copy endogenous chromosomal locus containing a DSB, followed by the proteomic identification of enriched …

Phylogenetic Studies Of The Madagascan Freshwater Crabs (Potamoidea, Potamonautidae, Deckeniinae), Rainee Stevens

All NMU Master's Theses

Relationships within the Madagascan freshwater crab fauna were examined based on unstudied specimens from all parts of Madagascar. This study allowed the examination of the validity of existing genera and species, and identified potential new taxa. The new specimens provided phylogenetic and evolutionary data, as well as new insights into the distribution patterns of the Malagasy freshwater crab fauna. In addition, the large number of new localities from previously unsurveyed areas of Madagascar allowed the construction of updated distribution maps.

The present analysis included 62 unidentified specimens plus 13 identified species of Malagasy freshwater crab taxa that had already been …

P02. Production Of A Protein Subunit Vaccine For Mannheimia Haemolytica In Lettuce Chloroplasts, Coby K. Martin

Western Research Forum

The cattle industry worldwide is ravaged by bovine respiratory disease (BRD), a bacterial disease caused by Mannheimia haemolytica. We have designed a chimeric protein subunit vaccine against M. haemolytica based on recent evidence demonstrating the protective potential of antigens against a virulence factor, leukotoxin, in addition to a surface lipoprotein. Plant-based production of this protein vaccine provides a safe and inexpensive alternative to traditional production methods. Plant-base production also supports the use of an edible vaccine that will deliver antigens to pharyngeal tissues to provide local immunization against M. haemolytica to prior to its progression into the lungs. Chloroplasts …

Draft Genome Sequences Of Three Closely Related Isolates Of The Purple Nonsulfur Bacterium Rhodovulum Sulfidophilum, Michael S. Guzman, Beau Mcginley, Natalia Santiago-Merced, Dinesh Gupta, Arpita Bose

Biology Faculty Research

We report here the draft genome sequences of three isolates of Rhodovulum sulfidophilum from a single population that will serve as a model system for understanding genomic traits that underlie metabolic variation within closely related marine purple nonsulfur bacteria in natural microbial communities.

Identification Of Mutant Genes And Introgressed Tiger Salamander Dna In The Laboratory Axolotl, Ambystoma Mexicanum, M. Ryan Woodcock, Jennifer Vaughn-Wolfe, Alexandra Elias, David Kevin Kump, Katharina Denise Kendall, Nataliya Y. Timoshevskaya, Vladimir A. Timoshevskiy, Dustin W. Perry, Jeramiah James Smith, Jessica E. Spiewak, David M. Parichy, Stephen Randal Voss

Biology Faculty Publications

The molecular genetic toolkit of the Mexican axolotl, a classic model organism, has matured to the point where it is now possible to identify genes for mutant phenotypes. We used a positional cloning–candidate gene approach to identify molecular bases for two historic axolotl pigment phenotypes: white and albino. White (d/d) mutants have defects in pigment cell morphogenesis and differentiation, whereas albino (a/a) mutants lack melanin. We identified in white mutants a transcriptional defect in endothelin 3 (edn3), encoding a peptide factor that promotes pigment cell migration and differentiation in other …

Hepatocellular Cancer Genome And Transcriptome Analysis Validates Clinically Significant Mutational Signatures With The Tgf-𝛃 Pathway, Shuyun Rao, Jian Chen, Kazufumi Ohshiro, Shoujun Gu, Sobia Zaidi, Wilma S. Jogunoori, Jon White, Nagarajan Pattabiraman, Raja Mazumder, Anelia Horvath, Ray-Chang Wu, Shulin Li, Chuxia Deng, Bibhuti Mishra, Rehan Akbanni, The Tcga Cancer Network, Lopa Mishra

Hepatobiliary Cancers: Pathobiology and Translational Advances

No abstract provided.

Mrub_1873, Mrub_1872, Mrub_1871 Genes Are Predicted Orthologs Of The B2285, B2284, And B2283 Genes Respectively, Found In Escherichia Coli Coding For Nadh Ubiquinone Oxidoreductase Complex Subunits E, F, And G., Hannah Lohmeier, Dr. Lori R. Scott

Meiothermus ruber Genome Analysis Project

This project is part of the Meiothermus ruber genome analysis project, which uses the bioinformatics tools associated with the Guiding Education through Novel Investigation –Annotation Collaboration Toolkit (GENI-ACT) to predict gene function. We investigated the biological function of the genes Mrub_1873, Mrub_1872, and Mrub_1871.We predict that Mrub_1873 (DNA coordinates 1933743..1934309 on the reverse strand), Mrub_1872 (DNA coordinates 1932430..1933746 on the reverse strand), and Mrub_1871 (DNA coordinates 1930055..1932421 on the reverse strand) are subunits of the NADH ubiquinone oxidoreductase complex (00190). The complex catalyzes both the transfer of protons across the cytoplasmic membrane and the transfer of electrons to ubiquinone during …

Mrub_2294, Mrub_2293, And Mrub_1942 Genes Are Orthologs Of E. Coli B2476, B1131, And B4006 Genes, Respectively, Lindsay Popp, Dr. Lori Scott

Meiothermus ruber Genome Analysis Project

No abstract provided.

Annotation And Identification Of Several Glycerolipid Metabolic Related Ortholog Genes; Mrub_0437, Mrub_1813 And Mrub_2759 In The Organism Meithermus Ruber And Their Predicted Respective Orthologs B3926, B4042 And Bo514 Found In E.Coli., Abdul Rahman Abdul Kader, Dr. Lori R. Scott

Meiothermus ruber Genome Analysis Project

We predict Mrub_0437 encodes the enzyme glycerol kinase (DNA coordinates [417621..419183), which is an intermediary step of the glycerolipid metabolic pathway (KEGG map00561), It catalyzes the conversion of glycerol to sn-Glycerol-3-phosphate. The E. coli K12 MG1655 ortholog is predicted to be b3926.

We predict Mrub_1813 encodes the enzyme diacylglycerol kinase (DNA coordinates [1864659..1865063), which is an intermediary step of the glycerolipid metabolic pathway (KEGG map00561), It catalyzes the conversion of 1,2-diacyl-sn-glycerol to 1,2-diacyl-sn-glycerol 3-phosphate. The E. coli K12 MG1655 ortholog is predicted to be b4042.

We predict Mrub_2759 encodes the enzyme glycerol kinase (DNA coordinates [2799712..2800665), which is an intermediary …

Serine Biosynthesis And Glycine Biosynthesis/Degradation: Mrub_0173 Is Orthologous To E. Coli B2913 (Sera); Mrub_0125 Is Orthologous To E. Coli B4388 (Serb); Mrub_2910 Is Orthologous To E. Coli B2551 (Glya)., Megan M. Janssen, Dr. Lori R. Scott

Meiothermus ruber Genome Analysis Project

ABSTRACT. This project is part of the Meiothermus ruber genome analysis project, which uses the bioinformatics tools associated with the Guiding Education through Novel Investigation –Annotation Collaboration Toolkit (GENI-ACT) to predict gene function. We investigated the biological function of the genes Mrub_0173, Mrub_0125, and Mrub_ 2910. We predict that Mrub_0173 encodes the enzyme phosphoglycerate dehydrogenase (DNA coordinates 152982 ... 154347), which is the 1st step of the serine biosynthesis pathway (KEGG map number 00680). It catalyzes the conversion of NAD+ + 3-phospho-D-glycerate → NADH H+ + 3-phospho-hydroxypyruvate. The E. coli K12 MG1655 ortholog is predicted to be b2913, which has …

Mrub_3029, Mrub_2052, Are Predicted Orthologs Of B_0688, B_0394, While Mrub_0759 And Mrub_2365 Are Not Predicted Orthologs Of B_1309, In Escherichia Coli, Which Code For Enzymes Involved In Starch And Sucrose Metabolism, Max A. Benstine, Dr. Lori R. Scott

Meiothermus ruber Genome Analysis Project

We predict that Mrub__[0759] encodes the enzyme [Meiothermus ruber Fruktokinase] (DNA coordinates [741282..742202 on the forward strand] which is the 00500 step of the Starch and Sucrose Metabolism pathway (KEGG map number [2.7.1.4]). It catalyzes the conversion of [ATP + D-fructoseADP + D-fructose 6-phosphate]. The E. coli K12 MG1655 ortholog is predicted to be b1309, which has the gene identifier [ycjM] We predict that Mrub__[ 2365] encodes the enzyme [Meiothermus ruber Fruktokinase] (DNA coordinates [2417118..2418059 on the forward strand], which is the [00500] step of the [Starch and Sucrose Metabolism] pathway (KEGG map number [2.7.1.4]). It catalyzes the …

Mrub_2642, Mrub_1054, And Mrub_1059 Genes Are Orthologs Of The Escherichia Coli Genes B2942, B0159, And B2687 Genes, Respectively, Which Code For Methionine Adenosyltransferase, Adenosylhomocysteine Nucleosidase, And S-Ribosylhomocysteine Lyase, Nicholas M. Orslini, Dr. Lori R. Scott

Meiothermus ruber Genome Analysis Project

This project is part of the Meiothermus ruber genome analysis project, which uses the bioinformatics tools associated with the Guiding Education through Novel Investigation –Annotation Collaboration Toolkit (GENI-ACT) to predict gene function. We investigated the biological function of the genes Mrub_2642, Mrub_1054, and Mrub_1059.

We predict that Mrub_2642 encodes the enzyme methionine adenosyltransferase (DNA coordinates [2677251…2678426] on the reverse strand), the first step of the methionine degradation pathway (KEGG map number 00270). Methionine adenosyltransferase catalyzes the conversion of the substrates, ATP, L-methionine, and water, to yield the products S-adenosyl-L-methionine (SAM), inorganic phosphate, and diphosphate. Mrub_1054 encodes adenosylhomocysteine nucleosidase (DNA …

Mrub_1304, Mrub_2007 And Mrub_2006 Are Orthologs Of E. Coli B_3189, B_3972, And B_0091, Respectively Within The Peptidoglycan Biosynthesis Pathway, Mylaun E. Griffith, Dr. Lori Scott

Meiothermus ruber Genome Analysis Project

No abstract provided.

Mrub_0860, Mrub_0701 And Mrub_2285 Are Orthologous To E. Coli B2892, B2562 And B3863 Within The Recfor Pathway For Homologous Recombination, Bailey Englund, Dr. Lori Scott

Meiothermus ruber Genome Analysis Project

This project is part of the Meiothermus ruber genome analysis project, which uses the bioinformatics tool associated with the Guiding Education through Novel Investigation – Annotation Collaboration Toolkit (GENI-ACT) to predict the gene function. We investigated the biological function of the genes Mrub_0860, Mrub_0701,and Mrub_2285. We predicted that Mrub_0860 (DNA coordinates 842934..844868 on the forward strand) encodes for the enzyme single-stranded DNA-specific exonuclease, which is in the first step of homologous recombination via the RecFOR pathway (KEGG map number 03440). The E. coli K12 MG1655 ortholog is predicted to be b2892, which has the gene identifier …

Mrub_2052, Mrub_0628, And Mrub_2034 Genes Are Predicted To Be Orthologous To B0688, B2039, And B3789 Genes Found In Escherichia Coli, Which Are Involved In Streptomycin Biosynthesis, James P. Hartnett, Dr. Lori Scott

Meiothermus ruber Genome Analysis Project

We predict that Mrub_2052 encodes the enzymephosphoglucomutase (DNA coordinates 2088542..2090185 on the complement strand which is the 00521 step of the Streptomycin Biosynthesis pathway (KEGG map number 5.4.2.2). It catalyzes the conversion of D-Glucose- 6P (also known as D-glucopyranose 6-phosphate) to D-Glucose-1P (also known as α-D-glucopyranose 1-phosphate). The E. coli K12 MG1655 ortholog is predicted to be b0688, which has the gene identifier pgm. We predict that Mrub__0628 encodes the enzyme glucose-1-phosphate thymidylyltransferase (DNA coordinates 605559..606635 on the complement strand, which is the 00521 step of the Streptomycin Biosynthesis pathway (KEGG map number 2.7.7.24). It catalyzes the conversion of D-Glucose-1P …

Annotation Of Genes Involved With Biosynthetic Production Of Peptidoglycan Within Meiothermus Ruber Involving Supposed Orthologous Genes: Mrub_0981 And B1069, Mrub_1162 And B063, Mrub_1999 And B0084., Marckus Simmons, Dr. Lori Scott

Meiothermus ruber Genome Analysis Project

Using bioinformatics tools, the genes within Meiothermus ruber that are involved with peptidoglycan production were annotated. We predict that Mrub_0981 encodes the enzyme Lipid II Flippase (DNA coordinates970078…971580 on the reverse strand), which is the 9th step of the Peptidoglycan biosynthesis pathway (KEGG map number 00550) It catalyzes the conversion of Meso-2,6-diaminopimelate to Peptidoglycan. The E. coli K12 MG1655 ortholog is predicted to be b1069, which has the gene identifier mviN. We also predict that Mrub_1162 encodes the enzyme Penicillin binding protein II (DNA coordinates 1176079…1177836 on the reverse strand), which is the 12th step of the Peptidoglycan biosynthesis …

Mrub_1867, Mrub_1868, And Mrub_1869 Genes Are Predicted Orthologs Of The B2279, B2280, And B2281 Genes Found In Escherichia Coli Coding For The Nadh Dehydrogenase Subunits K, J, And I Respectively, Wade Smith, Dr. Lori R. Scott

Meiothermus ruber Genome Analysis Project

This project is part of the Meiothermus ruber genome analysis project, which uses the bioinformatics tools associated with the Guiding Education through Novel Investigation –Annotation Collaboration Toolkit (GENI-ACT) to predict gene function. We investigated the biological function of the genes Mrub_1867, Mrub_1868, and Mrub_1869. We predict that Mrub_1867 (DNA coordinates 1927237..1927527 on the reverse strand), Mrub_1868 (DNA coordinates 1927524..1928123 on the reverse strand), and Mrub_1869 (DNA coordinates 1928248..1928781 on the reverse strand) are subunits of the NADH: ubiquinone oxidoreductase complex (KEGG map number 00190). This complex catalyzes the translocation of H+ across the cytoplasmic …

Characterization Of A Large Vertebrate Genome And Homomorphic Sex Chromosomes In The Axolotl, Ambystoma Mexicanum, Melissa Keinath

Theses and Dissertations--Biology

Changes in the structure, content and morphology of chromosomes accumulate over evolutionary time and contribute to cell, developmental and organismal biology. The axolotl (Ambystoma mexicanum) is an important model for studying these changes because: 1) it provides important phylogenetic perspective for reconstructing the evolution of vertebrate genomes and amphibian karyotypes, 2) its genome has evolved to a large size (~10X larger than human) but has maintained gene orders, and 3) it possesses potentially young sex chromosomes that have not undergone extensive differentiation in the structure that is typical of many other vertebrate sex chromosomes (e.g. mammalian XY chromosomes …

An Undergraduate Cell Biology Lab: Western Blotting To Detect Proteins From Drosophila Eye, Neha Gogia, Ankita Sarkar, Amit Singh

Biology Faculty Publications

We have developed an undergraduate laboratory to allow detection and localization of proteins in the compound eye of Drosophila melanogaster, a.k.a fruit fly. This lab was a part of the undergraduate curriculum of the cell biology laboratory course aimed to demonstrate the use of Western Blotting technique to study protein localization in the adult eye of Drosophila. Western blotting, a two-day laboratory exercise, can be used to detect the presence of proteins of interests from total protein isolated from a tissue. The first day involves isolation of proteins from the tissue and SDS-PAGE (sodium dodecyl sulfate-polyacrylamide) gel …

Real-Time Quantitative Pcr To Demonstrate Gene Expression In An Undergraduate Lab, Abijeet Singh Mehta, Amit Singh

Biology Faculty Publications

The objective of this teaching note is to develop a laboratory exercise, which allows students to get a hands-on experience of a molecular biology technique to analyze gene expression. The short duration of the biology laboratory for an undergraduate curriculum is the biggest challenge with the development of new labs. An important part of cell biology or molecular biology undergraduate curriculum is to study gene expression. There are many labs to study gene expression in qualitative manner. The commonly used reporter gene expression studies are primarily qualitative. However, there is no hands-on experience exercise to quantitatively determine gene expression. Therefore, …

Investigating Mirna Functions In Arabidopsis By Short Tandem Target Mimic (Sttm), Yiyou Gu

Dissertations, Master's Theses and Master's Reports

MicroRNA (miRNAs) and other endogenous small RNAs play important role in regulating gene expression in eukaryotes. Till now, several techniques have been developed for miRNA function analysis. Because of the characteristic of miRNAs, the most applicable method for miRNA function research is blocking the whole miRNA family specifically. Here, we report an artificial non-coding transcript termed Short Tandem Target Mimic (STTM) for blocking miRNA activity in Arabidopsis thaliana. The STTM composed of two miRNA target sites with three nucleotides bulge in the miRNA cleavage site, the two-miRNA targets separated by spacer linker. We used this technique blocking several important endogenous …

Mitochondrial And Nuclear Patterns Of Conflict And Concordance At The Gene, Genome, And Behavioral Scales In Desmognathus Salamanders, Justin D. Kratovil

Theses and Dissertations--Biology

Advancements in molecular sequencing have revealed unexpected cryptic genetic diversity and contrasting evolutionary histories within genes and between genomes of many organisms; often in disagreement with recognized taxonomy. Incongruent patterns between the mitochondrial and nuclear evolutionary history can have several plausible explanations, but widespread systematic conflict inevitably challenges our conceptions of species boundaries when there is discordance between coevolving and coinherited genomes. It is unknown to what degree mitonuclear conflict drives the process of divergence, or how ubiquitous these patterns are across the tree of life. To understand the evolutionary relevance of intergenomic discordance we must identify the conflicting patterns …

Evolutionary Linkage Of Mimetic And Non-Mimetic Color Traits In A Coral Snake Mimicry Complex, John D. Curlis Jr

College of Graduate Studies: Theses & Dissertations

Color polymorphism in aposematic mimicry systems is a perplexing phenomenon for evolutionary biologists, as theoretically the benefits of converging on a model phenotype should constrain the evolution of phenotypic diversity in these systems (i.e., color polymorphism should not occur). Nevertheless, color polymorphism in mimicry systems is prevalent throughout many taxa. In some of these systems, the evolution of color polymorphism results in the existence of non-mimetic morphs, such as those that are cryptic. The case of ground snakes (Sonora semiannulata) is unique in that color polymorphism encompasses both mimetic and cryptic morphs, as well as individual mimetic and …

Determining The Reproductive Patterns Of The Titan Acorn Barnacle (Megabalanus Coccopoma) In Its Introduced Range, Isabel L. Moran Ms.

Honors College Theses

Invasive species are a significant conservation concern given their contribution to native species decline. The barnacle, Megabalanus coccopoma, is a common invasive species in tropical and subtropical regions of both the Pacific and Atlantic oceans. Little is known about the life history and ecology of M. coccopoma, and data on reproductive biology could provide valuable insight into its propensity to establish introduced populations. Most species of barnacle (including M. coccopoma) are hermaphroditic, but self-fertilization is rare in species studied to date. A recent genetic study of introduced M. coccopoma populations in the southeastern US showed high levels of …