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Akhlaghpour M, Haley E, Parnell L, Luke N, Mathur M, Festa RA, Percaccio M, Magallon J, Remedios-Chan M, Rosas A, Wang J, Jiang Y, Anderson L, Baunoch D. Urine biomarkers individually and as a consensus model show high sensitivity and specificity for detecting UTIs. BMC Infect Dis 2024; 24:153. [PMID: 38297221 PMCID: PMC10829179 DOI: 10.1186/s12879-024-09044-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Accepted: 01/22/2024] [Indexed: 02/02/2024] Open
Abstract
BACKGROUND Current diagnoses of urinary tract infection (UTI) by standard urine culture (SUC) has significant limitations in sensitivity, especially for fastidious organisms, and the ability to identify organisms in polymicrobial infections. The significant rate of both SUC "negative" or "mixed flora/contamination" results in UTI cases and the high prevalence of asymptomatic bacteriuria indicate the need for an accurate diagnostic test to help identify true UTI cases. This study aimed to determine if infection-associated urinary biomarkers can differentiate definitive UTI cases from non-UTI controls. METHODS Midstream clean-catch voided urine samples were collected from asymptomatic volunteers and symptomatic subjects ≥ 60 years old diagnosed with a UTI in a urology specialty setting. Microbial identification and density were assessed using a multiplex PCR/pooled antibiotic susceptibility test (M-PCR/P-AST) and SUC. Three biomarkers [neutrophil gelatinase-associated lipocalin (NGAL), and Interleukins 8 and 1β (IL-8, and IL-1β)] were also measured via enzyme-linked immunosorbent assay (ELISA). Definitive UTI cases were defined as symptomatic subjects with a UTI diagnosis and positive microorganism detection by SUC and M-PCR, while definitive non-UTI cases were defined as asymptomatic volunteers. RESULTS We observed a strong positive correlation (R2 > 0.90; p < 0.0001) between microbial density and the biomarkers NGAL, IL-8, and IL-1β for symptomatic subjects. Biomarker consensus criteria of two or more positive biomarkers had sensitivity 84.0%, specificity 91.2%, positive predictive value 93.7%, negative predictive value 78.8%, accuracy 86.9%, positive likelihood ratio of 9.58, and negative likelihood ratio of 0.17 in differentiating definitive UTI from non-UTI cases, regardless of non-zero microbial density. NGAL, IL-8, and IL-1β showed a significant elevation in symptomatic cases with positive microbe identification compared to asymptomatic cases with or without microbe identification. Biomarker consensus exhibited high accuracy in distinguishing UTI from non-UTI cases. CONCLUSION We demonstrated that positive infection-associated urinary biomarkers NGAL, IL-8, and IL-1β, in symptomatic subjects with positive SUC and/or M-PCR results was associated with definitive UTI cases. A consensus criterion with ≥ 2 of the biomarkers meeting the positivity thresholds showed a good balance of sensitivity (84.0%), specificity (91.2%), and accuracy (86.9%). Therefore, this biomarker consensus is an excellent supportive diagnostic tool for resolving the presence of active UTI, particularly if SUC and M-PCR results disagree.
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Affiliation(s)
- Marzieh Akhlaghpour
- Department of Research and Development, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Emery Haley
- Department of Clinical Research, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Laura Parnell
- Department of Scientific Writing, Precision Consulting, 6522 Harbor Mist, Missouri City, TX, 77459, USA
| | - Natalie Luke
- Department of Clinical Research, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Mohit Mathur
- Department of Medical Affairs, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Richard A Festa
- Department of Research and Development, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Michael Percaccio
- Department of Research and Development, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Jesus Magallon
- Department of Research and Development, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Mariana Remedios-Chan
- Department of Research and Development, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Alain Rosas
- Department of Research and Development, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA
| | - Jimin Wang
- Department of Statistical Analysis, Stat4Ward, 2 Edgemoor Lane, Pittsburgh, PA, 15238, USA
| | - Yan Jiang
- Department of Statistical Analysis, Stat4Ward, 2 Edgemoor Lane, Pittsburgh, PA, 15238, USA
| | - Lori Anderson
- Department of Writing, L. Anderson Diagnostic Market Access Consulting, 2755 Eagle Street, San Diego, CA, 92103, USA
| | - David Baunoch
- Department of Research and Development, Pathnostics, 15545 Sand Canyon Suite 100, Irvine, CA, 92618, USA.
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Akhlaghpour M, Haritunians T, More SK, Thomas LS, Stamps DT, Dube S, Li D, Yang S, Landers CJ, Mengesha E, Hamade H, Murali R, Potdar AA, Wolf AJ, Botwin GJ, Khrom M, Ananthakrishnan AN, Faubion WA, Jabri B, Lira SA, Newberry RD, Sandler RS, Sartor RB, Xavier RJ, Brant SR, Cho JH, Duerr RH, Lazarev MG, Rioux JD, Schumm LP, Silverberg MS, Zaghiyan K, Fleshner P, Melmed GY, Vasiliauskas EA, Ha C, Rabizadeh S, Syal G, Bonthala NN, Ziring DA, Targan SR, Long MD, McGovern DPB, Michelsen KS. Genetic coding variant in complement factor B (CFB) is associated with increased risk for perianal Crohn's disease and leads to impaired CFB cleavage and phagocytosis. Gut 2023; 72:2068-2080. [PMID: 37080587 DOI: 10.1136/gutjnl-2023-329689] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2023] [Accepted: 03/09/2023] [Indexed: 04/22/2023]
Abstract
OBJECTIVE Perianal Crohn's disease (pCD) occurs in up to 40% of patients with CD and is associated with poor quality of life, limited treatment responses and poorly understood aetiology. We performed a genetic association study comparing CD subjects with and without perianal disease and subsequently performed functional follow-up studies for a pCD associated SNP in Complement Factor B (CFB). DESIGN Immunochip-based meta-analysis on 4056 pCD and 11 088 patients with CD from three independent cohorts was performed. Serological and clinical variables were analysed by regression analyses. Risk allele of rs4151651 was introduced into human CFB plasmid by site-directed mutagenesis. Binding of recombinant G252 or S252 CFB to C3b and its cleavage was determined in cell-free assays. Macrophage phagocytosis in presence of recombinant CFB or serum from CFB risk, or protective CD or healthy subjects was assessed by flow cytometry. RESULTS Perianal complications were associated with colonic involvement, OmpC and ASCA serology, and serology quartile sum score. We identified a genetic association for pCD (rs4151651), a non-synonymous SNP (G252S) in CFB, in all three cohorts. Recombinant S252 CFB had reduced binding to C3b, its cleavage was impaired, and complement-driven phagocytosis and cytokine secretion were reduced compared with G252 CFB. Serine 252 generates a de novo glycosylation site in CFB. Serum from homozygous risk patients displayed significantly decreased macrophage phagocytosis compared with non-risk serum. CONCLUSION pCD-associated rs4151651 in CFB is a loss-of-function mutation that impairs its cleavage, activation of alternative complement pathway, and pathogen phagocytosis thus implicating the alternative complement pathway and CFB in pCD aetiology.
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Affiliation(s)
- Marzieh Akhlaghpour
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Talin Haritunians
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Shyam K More
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Lisa S Thomas
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Dalton T Stamps
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Shishir Dube
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Dalin Li
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Shaohong Yang
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Carol J Landers
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Emebet Mengesha
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Hussein Hamade
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Ramachandran Murali
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Alka A Potdar
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Andrea J Wolf
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Gregory J Botwin
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Michelle Khrom
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | | | | | - Bana Jabri
- Biological Sciences Division, University of Chicago, Pritzker School of Medicine, Chicago, Illinois, USA
| | - Sergio A Lira
- Immunology Institute, Mount Sinai Medical Center, New York, New York, USA
| | - Rodney D Newberry
- Division of Gastroenterology, Washington Univ. Sch. of Medicine, Saint Louis, Missouri, USA
| | - Robert S Sandler
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, North Carolina, USA
| | - R Balfour Sartor
- Center for Gastrointestinal Biology and Disease, University of North Carolina, Chapel Hill, North Carolina, USA
| | | | - Steven R Brant
- Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey, USA
| | - Judy H Cho
- Genetics and Genomics Sciences, Mt Sinai School of Medicine, New York, New York, USA
| | - Richard H Duerr
- Departments of Medicine and Human Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Mark G Lazarev
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - John D Rioux
- Faculty of Medicine, Universite de Montreal, Montreal, Québec, Canada
| | - L Philip Schumm
- Dept of Health Studies, University of Chicago, Chicago, Illinois, USA
| | - Mark S Silverberg
- Division of Gastroenterology, Mount Sinai Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Karen Zaghiyan
- Division of Colorectal Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Phillip Fleshner
- Division of Colorectal Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Gil Y Melmed
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Eric A Vasiliauskas
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Christina Ha
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Shervin Rabizadeh
- Department of Pediatrics, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Gaurav Syal
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Nirupama N Bonthala
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - David A Ziring
- Department of Pediatrics, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Stephan R Targan
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Millie D Long
- Medicine, University of North Carolina, Chapel Hill, North Carolina, USA
| | - Dermot P B McGovern
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Kathrin S Michelsen
- F. Widjaja Inflammatory Bowel Disease Institute, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
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Xu N, Barlow GM, Cui J, Wang ET, Lee B, Akhlaghpour M, Kroener L, Williams J, Rotter JI, Chen YDI, Goodarzi MO, Pisarska MD. Comparison of Genome-Wide and Gene-Specific DNA Methylation Profiling in First-Trimester Chorionic Villi From Pregnancies Conceived With Infertility Treatments. Reprod Sci 2016; 24:996-1004. [PMID: 28090815 DOI: 10.1177/1933719116675056] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
BACKGROUND Assisted reproductive technologies are associated with altered methylation in term placenta. However, it is unclear whether methylation patterns are the result of fertility treatments or intrauterine environment. Thus, we set out to determine whether there are differences in the first-trimester placenta that may be altered by the underlying fertility treatments. Genome-wide DNA methylation analyses from chorionic villus sampling (CVS) from matched singleton pregnancies conceived using in vitro fertilization (IVF), non-IVF fertility treatment (NIFT), or those conceived spontaneously were performed using Illumina Infinium HumanMethylation450 BeadChip from 15 matched CVS samples. Nanofluidic quantitative polymerase chain reaction (qPCR) of differently methylated genes was performed in a confirmatory cohort of 23 IVF conceptions and 24 NIFT conceptions. RESULTS Global methylation was similar among the IVF, NIFT, and spontaneous conceptions. However, differential methylation from IVF and NIFT pregnancies was present at 34 CpG sites, which was significantly different. Of those, 14 corresponded to known genes, with methylation changes detected at multiple loci in 3 genes, anaphase-promoting complex subunit 2 ( ANAPC2), C-X-C motif chemokine ligand 14 ( CXCL14), and regulating synaptic membrane exocytosis 1 ( RIMS1). Nanofluidic qPCR of differentially methylated genes identified pre T-cell antigen receptor alpha ( PTCRA) to be significantly downregulated in IVF versus NIFT conceptions. CONCLUSION Although global methylation patterns are similar, there are differences in methylation of specific genes in IVF compared to NIFT conceptions, leading to altered gene expression. PTCRA was differentially methylated and downregulated in IVF conceptions, warranting further investigation. It remains to be determined whether these changes affect placentation and whether it is due to the more profound underlying infertility requiring IVF, yet these data provide unique insight into the first-trimester placental epigenome.
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Affiliation(s)
- Ning Xu
- 1 Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Gillian M Barlow
- 2 Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jinrui Cui
- 1 Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Erica T Wang
- 2 Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,3 UCLA School of Medicine, Los Angeles, CA, USA
| | - Bora Lee
- 2 Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Marzieh Akhlaghpour
- 2 Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Lindsay Kroener
- 2 Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,3 UCLA School of Medicine, Los Angeles, CA, USA
| | - John Williams
- 3 UCLA School of Medicine, Los Angeles, CA, USA.,4 Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jerome I Rotter
- 5 Institute for Translational Genomics and Population Sciences, LA Biomed/Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Yii-der I Chen
- 5 Institute for Translational Genomics and Population Sciences, LA Biomed/Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Mark O Goodarzi
- 1 Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,3 UCLA School of Medicine, Los Angeles, CA, USA
| | - Margareta D Pisarska
- 2 Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,3 UCLA School of Medicine, Los Angeles, CA, USA
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Pisarska MD, Akhlaghpour M, Lee B, Barlow GM, Xu N, Wang ET, Mackey AJ, Farber CR, Rich SS, Rotter JI, Chen YDI, Goodarzi MO, Guller S, Williams J. Optimization of techniques for multiple platform testing in small, precious samples such as human chorionic villus sampling. Prenat Diagn 2016; 36:1061-1070. [PMID: 27718505 DOI: 10.1002/pd.4936] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Revised: 09/02/2016] [Accepted: 10/05/2016] [Indexed: 12/24/2022]
Abstract
BACKGROUND Multiple testing to understand global changes in gene expression based on genetic and epigenetic modifications is evolving. Chorionic villi, obtained for prenatal testing, is limited, but can be used to understand ongoing human pregnancies. However, optimal storage, processing and utilization of CVS for multiple platform testing have not been established. RESULTS Leftover CVS samples were flash-frozen or preserved in RNAlater. Modifications to standard isolation kits were performed to isolate quality DNA and RNA from samples as small as 2-5 mg. RNAlater samples had significantly higher RNA yields and quality and were successfully used in microarray and RNA-sequencing (RNA-seq). RNA-seq libraries generated using 200 versus 800-ng RNA showed similar biological coefficients of variation. RNAlater samples had lower DNA yields and quality, which improved by heating the elution buffer to 70 °C. Purification of DNA was not necessary for bisulfite-conversion and genome-wide methylation profiling. CVS cells were propagated and continue to express genes found in freshly isolated chorionic villi. CONCLUSIONS CVS samples preserved in RNAlater are superior. Our optimized techniques provide specimens for genetic, epigenetic and gene expression studies from a single small sample which can be used to develop diagnostics and treatments using a systems biology approach in the prenatal period. © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Margareta D Pisarska
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Obstetrics and Gynecology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Marzieh Akhlaghpour
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Bora Lee
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Gillian M Barlow
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ning Xu
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Erica T Wang
- Division of Reproductive Endocrinology and Infertility, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA.,Department of Obstetrics and Gynecology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Aaron J Mackey
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Charles R Farber
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Stephen S Rich
- Center for Public Health Genomics, University of Virginia, Charlottesville, VA, USA
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, LABiomed/Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Yii-der I Chen
- Institute for Translational Genomics and Population Sciences, LABiomed/Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Mark O Goodarzi
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Seth Guller
- Department of Obstetrics, Gynecology and Reproductive Sciences, Yale School of Medicine, New Haven, CT, USA
| | - John Williams
- Department of Obstetrics and Gynecology, David Geffen School of Medicine at UCLA, Los Angeles, CA, USA.,Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Churchill S, Wang E, Akhlaghpour M, Goldstein E, Barlow G, Chabot E, Williams J, Pisarska M. Differences in 1st trimester placental volume based on mode of conception. Fertil Steril 2014. [DOI: 10.1016/j.fertnstert.2014.07.965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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