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Chen, Jun

https://orcid.org/0000-0002-1273-5624

Mayo Clinic

Mayo Clinic

Citations 66

Assessment of advanced hepatic MR elastography methods for susceptibility artifact suppression in clinical patients
Wang, Jin , Glaser, Kevin J. , Zhang, Tianhui , Shan, Qungang , He, Bingjun , Yin, Meng , Dzyubak, Bogdan , Kugel, Jennifer L., Kruse, Scott A., Grimm, Roger C., Venkatesh, Sudhakar K. , Dzyubak, Bogdan , Venkatesh, Sudhakar K , Yin, Meng , Chen, Jun , Ehman, Richard L.

Journal of Magnetic Resonance Imaging | August 12, 2017 | Volume: 47 | Issue: 4 | Pages: 976-987

10.1002/jmri.25818 Get It

PurposeTo assess the success rate, image quality, and the ability to stage liver fibrosis of a standard 2D gradient‐recalled echo (GRE) and four different spin‐echo (SE) magnetic resonance elastography (MRE) sequences in patients with different liver iron concentrations.Materials and MethodsA total of 332 patients who underwent 3T MRE examinations that included liver fat and iron quantification were enrolled, including 136 patients with all five MRE techniques. Thirty‐four patients had biopsy results for fibrosis staging. The liver stiffness, region of interest area, image quality, and success rate of the five sequences were compared in 115/136 patients. The area under the receiver operating characteristic curves (AUCs) and the accuracies for diagnosing early‐stage fibrosis and advanced fibrosis were compared. The effect of BMI (body mass index), the R2* relaxation time, and fat fraction on the image quality and liver stiffness measurements were analyzed.ResultsThe success rates were significantly higher in the four SE sequences (99.1–100%) compared with GRE MRE (85.3%) (all P < 0.001). There were significant differences of the mean ROI area between every pair of sequences (all P < 0.0001). There were no significant differences in the AUC of the five MRE sequences for discriminating advanced fibrosis (10 P‐values ranging from 0.2410–0.9171). R2* had a significant effect on the success rate and image quality for the noniron 2D echo‐planar imaging (EPI), 3D EPI and 2D GRE (all P < 0.001) sequences. BMI had a significant effect on the iron 2D EPI (P = 0.0230) and iron 2D SE (P = 0.0040) sequences.ConclusionAll five techniques showed good diagnostic performance in staging liver fibrosis. The SE MRE sequences had higher success rates and better image quality than GRE MRE in 3T clinical hepatic imaging.Level of Evidence: 3Technical Efficacy: Stage 5J. Magn. Reson. Imaging 2018;47:976–987.
Comparison of Whole-Genome Sequencing Methods for Analysis of Three Methicillin-Resistant Staphylococcus aureus Outbreaks
Cunningham, Scott A. , Jeraldo, Patricio , Quest, Daniel, Boxrud, Dave, Jenkins, Gregory D. , Drucker, Travis, Nelson, Heidi , Patel, Robin , Chia, Nicholas , Jeraldo, Patricio R , Quest, Daniel J, Drucker, Travis M, Chia, Nicholas , Johnson, Julie A. , Taylor, Angela , Chen, Jun , Patel, Robin , Cunningham, Scott A

Journal of Clinical Microbiology | April 13, 2017 | Volume: 55 | Issue: 6 | Pages: 1946-1953

10.1128/jcm.00029-17 Get It

ABSTRACT Whole-genome sequencing (WGS) can provide excellent resolution in global and local epidemiological investigations of Staphylococcus aureus outbreaks. A variety of sequencing approaches and analytical tools have been used; it is not clear which is ideal. We compared two WGS strategies and two analytical approaches to the standard method of SmaI restriction digestion pulsed-field gel electrophoresis (PFGE) for typing S. aureus . Forty-two S. aureus isolates from three outbreaks and 12 reference isolates were studied. Near-complete genomes, assembled de novo with paired-end and long-mate-pair (8 kb) libraries were first assembled and analyzed utilizing an in-house assembly and analytical informatics pipeline. In addition, paired-end data were assembled and analyzed using a commercial software package. Single nucleotide variant (SNP) analysis was performed using the in-house pipeline. Two assembly strategies were used to generate core genome multilocus sequence typing (cgMLST) data. First, the near-complete genome data generated with the in-house pipeline were imported into the commercial software and used to perform cgMLST analysis. Second, the commercial software was used to assemble paired-end data, and resolved assemblies were used to perform cgMLST. Similar isolate clustering was observed using SNP calling and cgMLST, regardless of data assembly strategy. All methods provided more discrimination between outbreaks than did PFGE. Overall, all of the evaluated WGS strategies yielded statistically similar results for S. aureus typing.
Potential mechanisms of effects of serum‐derived bovine immunoglobulin/protein isolate therapy in patients with diarrhea‐predominant irritable bowel syndrome
Valentin, Nelson, Camilleri, Michael , Carlson, Paula, Harrington, Sean C., Eckert, Deborah J., O’Neill, Jessica, Burton, Duane D. , Shaw, Audrey L., Eckert, Deborah, Burton, Duane, Chen, Jun , Acosta, Andrés

Physiological Reports | March 9, 2017 | Volume: 5 | Issue: 5 | Pages: No page available

10.14814/phy2.13170 Get It

AbstractSerum‐derived bovine immunoglobulin/protein isolate (SBI), an oral nutritional therapy, is efficacious in diverse diarrheal diseases. In an open‐label study in 15 patients with irritable bowel syndrome‐diarrhea (IBS‐D), we evaluated effects of SBI (5.0 g, twice a day) for 8 weeks on safety, on bowel function and abdominal pain, tryptophan metabolism (K:T ratio), intestinal permeability (13C‐mannitol and lactulose excretion), bile acid synthesis (fasting serum FGF‐19 and C4), duodenal and stool microbiome, and the expression of 90 genes related to inflammation, immune function, and tight junctions in duodenal mucosa. Statistical analysis (paired tests, baseline vs. treatment) was based on intention to treat (ITT) principles. One of 15 Caucasian patients (13F, 2M, age 40.3 ± 2.3y, BMI 34.3 ± 3.0 kg/m2) withdrew without completing studies. There were improvements in stools/day (decrease, P < 0.001), ease of passage (P = 0.035), and evacuation (P = 0.004) with SBI therapy. Worst pain severity was numerically reduced in last 2 weeks' treatment (P = 0.078). Duodenal mucosal mRNA expression; serum C4, FGF‐19, and KT ratio; small bowel or colon permeability; and stool microbiome were not significantly different after SBI therapy, compared to baseline. In duodenal brushings, there was considerable microbiota structure difference (β diversity analysis P = 0.072, UniFrac) and, on taxonomic analysis, increased abundance of Proteobacteria Burkholderiales, Firmicutes Catonella, and unclassified genus organisms with SBI therapy. Thus, SBI therapy for 8 weeks in IBS‐D patients is associated with improved bowel function; the mechanism of benefit is unclear, though there were microbiota structure differences in duodenal brushings. Further studies in patients with low‐grade inflammation and intestinal barrier dysfunction at baseline are indicated.
Genome-Wide Methylation Analysis Identifies Novel Cpg Loci For Perimembranous Ventricular Septal Defects In Human
Wijnands, Kim P.J., Liang, Liming , Verbiest, Michaël , Helbing, W. A., Groot, Adriana C. Gittenberger–de , Spek, Peter J. van der , Uitterlinden, André G. , Steegers‐Theunissen, Régine P.M. , Chen, Jun , Lin, Xihong

Epigenomics | January 31, 2017 | Volume: 9 | Issue: 3 | Pages: 241-251

10.2217/epi-2016-0093 Get It

A small-sample multivariate kernel machine test for microbiome association studies
Zhan, Xiang , Tong, Xingwei, Maity, Arnab , Wu, Michael C. , Zhao, Ni , Chen, Jun , Wu, Michael C

Genetic Epidemiology | December 26, 2016 | Volume: 41 | Issue: 3 | Pages: 210-220

10.1002/gepi.22030 Get It

Shifts in the Fecal Microbiota Associated with Adenomatous Polyps
Hale, Vanessa L. , Johnson, Stephen , Harrington, Sean C., Yab, Tracy C. , Smyrk, Thomas C. , Nelson, Heidi , Boardman, Lisa A., Druliner, Brooke R., Levin, Theodore R. , Rex, Douglas K. , Ahnen, Dennis J. , Lance, Peter , Ahlquist, David A. , Chia, Nicholas , Chen, Jun , Boardman, Lisa A., Druliner, Brooke R. , Chia, Nicholas

Cancer Epidemiology, Biomarkers & Prevention | September 26, 2016 | Volume: 26 | Issue: 1 | Pages: 85-94

10.1158/1055-9965.epi-16-0337 Get It

Abstract Background: Adenomatous polyps are the most common precursor to colorectal cancer, the second leading cause of cancer-related death in the United States. We sought to learn more about early events of carcinogenesis by investigating shifts in the gut microbiota of patients with adenomas. Methods: We analyzed 16S rRNA gene sequences from the fecal microbiota of patients with adenomas (n = 233) and without (n = 547). Results: Multiple taxa were significantly more abundant in patients with adenomas, including Bilophila, Desulfovibrio, proinflammatory bacteria in the genus Mogibacterium, and multiple Bacteroidetes species. Patients without adenomas had greater abundances of Veillonella, Firmicutes (Order Clostridia), and Actinobacteria (family Bifidobacteriales). Our findings were consistent with previously reported shifts in the gut microbiota of colorectal cancer patients. Importantly, the altered adenoma profile is predicted to increase primary and secondary bile acid production, as well as starch, sucrose, lipid, and phenylpropanoid metabolism. Conclusions: These data hint that increased sugar, protein, and lipid metabolism along with increased bile acid production could promote a colonic environment that supports the growth of bile-tolerant microbes such as Bilophilia and Desulfovibrio. In turn, these microbes may produce genotoxic or inflammatory metabolites such as H2S and secondary bile acids, which could play a role in catalyzing adenoma development and eventually colorectal cancer. Impact: This study suggests a plausible biological mechanism to explain the links between shifts in the microbiota and colorectal cancer. This represents a first step toward resolving the complex interactions that shape the adenoma–carcinoma sequence of colorectal cancer and may facilitate personalized therapeutics focused on the microbiota. Cancer Epidemiol Biomarkers Prev; 26(1); 85–94. ©2016 AACR.
Fecal Microbiome in Epidemiologic Studies—Response
Vogtmann, Emily , Amir, Amnon , Shi, Jianxin , Flores, Roberto , Knight, Rob , Chia, Nicholas , Sinha, Rashmi R. , Chen, Jun , Sampson, Joshua N. , Chia, Nicholas

Cancer Epidemiology, Biomarkers & Prevention | March 10, 2016 | Volume: 25 | Issue: 5 | Pages: 870-871

10.1158/1055-9965.epi-16-0161 Get It

Impact of demographics on human gut microbial diversity in a US Midwest population
Ryu, Euijung , Hathcock, Matthew , Nelson, Heidi , Ballman, Karla, Chia, Nicholas , Chen, Jun , Ballman, Karla V. , Chia, Nicholas , Olson, Janet E.

PeerJ | January 7, 2016 | Volume: 4 | Issue: No issue available | Pages: e1514

10.7717/peerj.1514 Get It

The clinical utility of microbiome biomarkers depends on the reliable and reproducible nature of comparative results. Underappreciation of the variation associated with common demographic, health, and behavioral factors may confound associations of interest and generate false positives. Here, we present the Midwestern Reference Panel (MWRP), a resource for comparative gut microbiome studies conducted in the Midwestern United States. We analyzed the relationships between demographic and health behavior-related factors and the microbiota in this cohort, and estimated their effect sizes. Most variables investigated were associated with the gut microbiota. Specifically, body mass index (BMI), race, sex, and alcohol use were significantly associated with microbial β-diversity (P < 0.05, unweighted UniFrac). BMI, race and alcohol use were also significantly associated with microbial α-diversity (P < 0.05, species richness). Tobacco use showed a trend toward association with the microbiota (P < 0.1, unweighted UniFrac). The effect sizes of the associations, as quantified by adjusted R 2 values based on unweighted UniFrac distances, were small (< 1% for all variables), indicating that these factors explain only a small percentage of overall microbiota variability. Nevertheless, the significant associations between these variables and the gut microbiota suggest that they could still be potential confounders in comparative studies and that controlling for these variables in study design, which is the main objective of the MWRP, is important for increasing reproducibility in comparative microbiome studies.
Small Sample Kernel Association Tests for Human Genetic and Microbiome Association Studies
Chen, Wenan , Wu, Michael C. , Schaid, Daniel J. , Chen, Jun , Zhao, Ni , Wu, Michael C

Genetic Epidemiology | December 9, 2015 | Volume: 40 | Issue: 1 | Pages: 5-19

10.1002/gepi.21934 Get It

AbstractKernel machine based association tests (KAT) have been increasingly used in testing the association between an outcome and a set of biological measurements due to its power to combine multiple weak signals of complex relationship with the outcome through the specification of a relevant kernel. Human genetic and microbiome association studies are two important applications of KAT. However, the classic KAT framework relies on large sample theory, and conservativeness has been observed for small sample studies, especially for microbiome association studies. The common approach for addressing the small sample problem relies on computationally intensive resampling methods. Here, we derive an exact test for KAT with continuous traits, which resolve the small sample conservatism of KAT without the need for resampling. The exact test has significantly improved power to detect association for microbiome studies. For binary traits, we propose a similar approximate test, and we show that the approximate test is very powerful for a wide range of kernels including common variant‐ and microbiome‐based kernels, and the approximate test controls the type I error well for these kernels. In contrast, the sequence kernel association tests have slightly inflated genomic inflation factors after small sample adjustment. Extensive simulations and application to a real microbiome association study are used to demonstrate the utility of our method.
Persistent microbial dysbiosis in preterm premature rupture of membranes from onset until delivery
Baldwin, Elizabeth , Walther-António, Marina , Maclean, Allison, Gohl, Daryl M. , Beckman, Kenneth B. , White, Bryan A. , Creedon, Douglas J., Baldwin, Elizabeth A, Chia, Nicholas , Chen, Jun , Chia, Nicholas , Walther-Antonio, Marina

PeerJ | November 26, 2015 | Volume: 3 | Issue: No issue available | Pages: e1398

10.7717/peerj.1398 Get It

Background. Preterm Premature Rupture of Membranes (PPROM) is a major leading cause of preterm births. While the cause for PPROM remains unidentified, it is anticipated to be due to subclinical infection, since a large proportion of PPROM patients display signs of chorioamnionitis. Since subclinical infections can be facilitated by dysbiosis, our goal was to characterize the vaginal microbiome and amniotic fluid discharge upon PPROM, through latency antibiotic treatment, and until delivery, to detect the presence of pathogens, microbiota alteration, and microbial response to treatment. Methods. Enrolled subjects (15) underwent routine institutional antenatal care for PPROM, including the administration of latency antibiotics. Serial vaginal swabs were obtained from diagnosis of PPROM through delivery and the sequencing of the V3–V5 region of the 16S rRNA gene was performed for all collected samples. Results. The results show that Lactobacilli species were markedly decreased when compared to vaginal swabs collected from uncomplicated pregnancy subjects with a matched gestational time. Prevotella and Peptoniphilus were the most prevalent taxa in PPROM subjects at presentation. The vaginal microbiome of the PPROM subjects varied substantially intra- and inter-subjects. Several taxa were found to be significantly reduced during and after the antibiotic treatment: Weeksella , Lachnospira , Achromobacter , and Pediococcus . In contrast, Peptostreptococcus and Tissierellaceae ph2 displayed a significant increase after the antibiotic treatment. However, the relative abundance of Lactobacillus , Prevotella , and Peptoniphilus was not substantially impacted during the hospitalization of the PPROM subjects. The deficiency of Lactobacillus , and constancy of known pathogenic species, such as Prevotella and Peptoniphilus during and after antibiotics, highlights the persistent dysbiosis and warrants further investigation into mitigating approaches. Discussion. PPROM is responsible for one third of all preterm births. It is thought that subclinical infection is a crucial factor in the pathophysiology of PPROM because 25–40% of patients present signs of chorioamnionitis on amniocentesis. Here we sought to directly assess the bacterial content of the vagina and leaking amniotic fluid of subjects at presentation, throughout treatment and up until delivery, in order to search for common pathogens, microbiota changes, and microbial response to latency antibiotic treatment. We have found that the vaginal microbiome of PPROM subjects is highly variable and displays significant changes to treatment. However, the unchanging deficiency of Lactobacillus , and persistence of known pathogenic species, such as Prevotella and Peptoniphilus from presentation, through antibiotic treatment and up until delivery, highlights the persistent dysbiosis and warrants further investigation into mitigating approaches.