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McLennan G, Dale SE, Gillim L, Weinblatt V, Wallerstein R, Naides SJ. Developing a Prospective Gestational Lyme Disease Study. Methods Mol Biol 2024; 2742:259-278. [PMID: 38165628 DOI: 10.1007/978-1-0716-3561-2_18] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2024]
Abstract
Lyme disease in pregnancy is understudied. The few available reports of Borrelia infection during pregnancy collecting clinical outcomes, with or without confirmed fetal infection both in utero and neonatal, are limited to case reports and small series. Population-based studies are not available. We propose a prospective study of Borrelia infection during pregnancy based in obstetrical practices in both endemic and nonendemic areas, with long term follow-up of pregnancy outcomes and development assessment of offspring infected or exposed to Borrelia in utero using current serological, microscopic, culture, and molecular techniques. In addition to detection of Borrelia burgdorferi sensu stricto, additional Borrelia species and other pathogens known to be transmitted by ticks will be tested. Serial biospecimens including maternal and cord blood, maternal peripheral blood mononuclear cells and urine, and, when clinically indicated, amniotic fluid, chorionic villi, intrauterine cord blood, will be collected with clinical data, imaging, and for infections treatment medications. Offspring will be followed until age 5 years with annual developmental assessments to assess pregnancy outcomes. The study will require parallel development of a biorepository with strategies for management, data security and data sharing. A public-private partnership will be required to support the study.
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Affiliation(s)
- Graham McLennan
- Laboratory Corporation of America Holdings (Labcorp), Burlington, NC, USA
| | - Suzanne E Dale
- Laboratory Corporation of America Holdings (Labcorp), Burlington, NC, USA
| | - Laura Gillim
- Laboratory Corporation of America Holdings (Labcorp), Burlington, NC, USA
| | - Vivian Weinblatt
- Laboratory Corporation of America Holdings (Labcorp), Burlington, NC, USA
| | - Robert Wallerstein
- Laboratory Corporation of America Holdings (Labcorp), Burlington, NC, USA
| | - Stanley J Naides
- Laboratory Corporation of America Holdings (Labcorp), Burlington, NC, USA.
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Janssen MK, Levine LD, Bromley B, Chasen ST, Russo ML, Roman AS, Limaye MA, Ranzini AC, Clifford CM, Biggio JR, Subramanian A, Seasely A, Patil AS, Weed S, Page JM, Nicholas S, Idler J, Rao R, Crowder A, Shree R, McLennan G, Dugoff L. Clinical implications of crown-rump length discordance at 11 to 14 weeks in dichorionic twins. Am J Obstet Gynecol 2024; 230:83.e1-83.e11. [PMID: 37487855 DOI: 10.1016/j.ajog.2023.07.029] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 07/12/2023] [Accepted: 07/13/2023] [Indexed: 07/26/2023]
Abstract
BACKGROUND Crown-rump length discordance, defined as ≥10% discordance, has been investigated as an early sonographic marker of subsequent growth abnormalities and is associated with an increased risk of fetal loss in twin pregnancies. Previous studies have not investigated the prevalence of fetal aneuploidy or structural anomalies in twins with discordance or the independent association of crown-rump length discordance with adverse perinatal outcomes. Moreover, data are limited on cell-free DNA screening for aneuploidy in dichorionic twins with discordance. OBJECTIVE This study aimed to evaluate whether crown-rump length discordance in dichorionic twins between 11 and 14 weeks of gestation is associated with a higher risk of aneuploidy, structural anomalies, or adverse perinatal outcomes and to assess the performance of cell-free DNA screening in dichorionic twin pregnancies with crown-rump length discordance. STUDY DESIGN This was a secondary analysis of a multicenter retrospective cohort study that evaluated the performance of cell-free DNA screening for the common trisomies in twin pregnancies from December 2011 to February 2020. For this secondary analysis, we included live dichorionic pregnancies with crown-rump length measurements between 11 and 14 weeks of gestation. First, we compared twin pregnancies with discordant crown-rump lengths with twin pregnancies with concordant crown-rump lengths and analyzed the prevalence of aneuploidy and fetal structural anomalies in either twin. Second, we compared the prevalence of a composite adverse perinatal outcome, which included preterm birth at <34 weeks of gestation, hypertensive disorders of pregnancy, stillbirth or miscarriage, small-for-gestational-age birthweight, and birthweight discordance. Moreover, we assessed the performance of cell-free DNA screening in pregnancies with and without crown-rump length discordance. Outcomes were compared with multivariable regression to adjust for confounders. RESULTS Of 987 dichorionic twins, 142 (14%) had crown-rump length discordance. The prevalence of aneuploidy was higher in twins with crown-rump length discordance than in twins with concordance (9.9% vs 3.9%, respectively; adjusted relative risk, 2.7; 95% confidence interval, 1.4-4.9). Similarly, structural anomalies (adjusted relative risk, 2.5; 95% confidence interval, 1.4-4.4]) and composite adverse perinatal outcomes (adjusted relative risk, 1.2; 95% confidence interval, 1.04-1.3) were significantly higher in twins with discordance. A stratified analysis demonstrated that even without other ultrasound markers, there were increased risks of aneuploidy (adjusted relative risk, 3.5; 95% confidence interval, 1.5-8.4) and structural anomalies (adjusted relative risk, 2.7; 95% confidence interval, 1.5-4.8) in twins with CRL discordance. Cell-free DNA screening had high negative predictive values for trisomy 21, trisomy 18, and trisomy 13, regardless of crown-rump length discordance, with 1 false-negative for trisomy 21 in a twin pregnancy with discordance. CONCLUSION Crown-rump length discordance in dichorionic twins is associated with an increased risk of aneuploidy, structural anomalies, and adverse perinatal outcomes, even without other sonographic abnormalities. Cell-free DNA screening demonstrated high sensitivity and negative predictive values irrespective of crown-rump length discordance; however, 1 false-negative result illustrated that there is a role for diagnostic testing. These data may prove useful in identifying twin pregnancies that may benefit from increased screening and surveillance and are not ascertained by other early sonographic markers.
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Affiliation(s)
- Matthew K Janssen
- Maternal-Fetal Medicine Research Program, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
| | - Lisa D Levine
- Maternal-Fetal Medicine Research Program, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
| | - Bryann Bromley
- Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston MA
| | - Stephen T Chasen
- Department of Obstetrics and Gynecology, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY
| | - Melissa L Russo
- Women & Infants Hospital, Warren Alpert Medical School of Brown University, Providence, RI
| | - Ashley S Roman
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, New York University Langone Health, New York, NY
| | - Meghana A Limaye
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, New York University Langone Health, New York, NY
| | - Angela C Ranzini
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, The MetroHealth System, Cleveland, OH
| | - Caitlin M Clifford
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Michigan, Ann Arbor, MI
| | - Joseph R Biggio
- Women's Service Line, Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Ochsner Health, New Orleans, LA
| | - Akila Subramanian
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Center for Women's Reproductive Health, University of Alabama at Birmingham, Birmingham, AL
| | - Angela Seasely
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Center for Women's Reproductive Health, University of Alabama at Birmingham, Birmingham, AL
| | - Avinash S Patil
- Department of Obstetrics and Gynecology, University of Arizona College of Medicine - Phoenix, Phoenix, AZ
| | - Samantha Weed
- Franciscan Maternal-Fetal Medicine Associates, Tacoma, WA
| | - Jessica M Page
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Utah Health and Intermountain Healthcare, Salt Lake City, UT
| | - Sara Nicholas
- Axia Women's Health Main Line Perinatal Associates, Wynnewood, PA
| | - Jay Idler
- Allegheny Health Network, Drexel University College of Medicine, Pittsburgh, PA
| | - Rashmi Rao
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA
| | | | - Raj Shree
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA
| | | | - Lorraine Dugoff
- Maternal-Fetal Medicine Research Program, Department of Obstetrics and Gynecology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA
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Dugoff L, Koelper NC, Chasen ST, Russo ML, Roman AS, Limaye MA, Ranzini AC, Clifford CM, Biggio JR, Subramaniam A, Seasely A, Patil AS, Weed S, Page JM, Nicholas S, Idler J, Rao RR, Crowder A, Shree R, McLennan G, Bromley B. Cell-free DNA screening for trisomy 21 in twin pregnancy: a large multicenter cohort study. Am J Obstet Gynecol 2023; 229:435.e1-435.e7. [PMID: 37030426 DOI: 10.1016/j.ajog.2023.04.002] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 04/03/2023] [Accepted: 04/03/2023] [Indexed: 04/10/2023]
Abstract
BACKGROUND Analysis of cell-free DNA from maternal blood provides effective screening for trisomy 21 in singleton pregnancies. Data on cell-free DNA screening in twin gestations are promising although limited. In previous twin studies, cell-free DNA screening was primarily performed in the second trimester and many studies did not report chorionicity. OBJECTIVE This study aimed to evaluate the screening performance of cell-free DNA for trisomy 21 in twin pregnancies in a large, diverse cohort. A secondary aim was to evaluate screening performance for trisomy 18 and trisomy 13. STUDY DESIGN This was a retrospective cohort study of twin pregnancies from 17 centers for which cell-free DNA screening was performed from December 2011 to February 2020 by one laboratory using massively parallel sequencing technology. Medical record review was conducted for all newborns and data on the birth outcome, the presence of any congenital abnormalities, phenotypic appearance at birth, and any chromosomal testing that was undertaken in the antenatal or postnatal period were extracted. Cases with a possible fetal chromosomal abnormality with no genetic test results were reviewed by a committee of maternal-fetal medicine geneticists. Cases with a vanishing twin and inadequate follow-up information were excluded. A minimum of 35 confirmed cases of trisomy 21 was required to capture a sensitivity of at least 90% with a prevalence of at least 1.9% with 80% power. Test characteristics were calculated for each outcome. RESULTS A total of 1764 samples were sent for twin cell-free DNA screening. Of those, 78 cases with a vanishing twin and 239 cases with inadequate follow-up were excluded, leaving a total of 1447 cases for inclusion in the analysis. The median maternal age was 35 years and the median gestational age at cell-free DNA testing was 12.3 weeks. In total, 81% of the twins were dichorionic. The median fetal fraction was 12.4%. Trisomy 21 was detected in 41 of 42 pregnancies, yielding a detection rate of 97.6% (95% confidence interval, 83.8-99.7). There was 1 false negative and no false positive cases. Trisomy 21 was detected in 38 out of 39 dichorionic twin pregnancies, yielding a detection rate of 97.4% (95% confidence interval, 82.6-99.7). Trisomy 18 was detected in 10 of the 10 affected pregnancies. There was 1 false positive case. Trisomy 13 was detected in 4 of the 5 cases, yielding a detection rate of 80% (95% confidence interval, 11.1-99.2). There was one false negative and no false positive cases. The nonreportable rate was low at 3.9 %. CONCLUSION Cell-free DNA testing is effective in screening for trisomy 21 in twin gestations from the first trimester of pregnancy. Detection of trisomy 21 was high in dichorionic and monochorionic twins, and the nonreportable result rates were low. This study included high numbers of cases of trisomy 18 and 13 when compared with the current literature. Although screening for these conditions in twins seems to be promising, the numbers were too small to make definitive conclusions regarding the screening efficacy for these conditions. It is possible that cell-free DNA testing performance may differ among laboratories and vary with screening methodologies.
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Affiliation(s)
- Lorraine Dugoff
- Division of Reproductive Genetics, Department of Obstetrics and Gynecology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA; Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA.
| | - Nathanael C Koelper
- Department of Obstetrics and Gynecology, Center for Research on Reproduction and Women's Health, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA
| | - Stephen T Chasen
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, NewYork Presbyterian-Weill Cornell Medical Center, New York, NY
| | - Melissa L Russo
- Division of Maternal-Fetal Medicine, Women & Infants Hospital, Warren Alpert Medical School of Brown University, Providence, RI
| | - Ashley S Roman
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, New York University Langone Health, New York, NY
| | - Meghana A Limaye
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, New York University Langone Health, New York, NY
| | - Angela C Ranzini
- Division of Maternal Fetal Medicine, Department of Obstetrics and Gynecology, The MetroHealth System, Cleveland, OH
| | - Caitlin M Clifford
- Division of Maternal-Fetal Medicine, University of Michigan, Ann Arbor, MI
| | - Joseph R Biggio
- Section of Maternal Fetal Medicine, Women's Service Line, Department of Obstetrics and Gynecology, Ochsner Health, New Orleans, LA
| | - Akila Subramaniam
- Division of Maternal-Fetal Medicine, Center for Women's Reproductive Health, Department of Obstetrics and Gynecology, The University of Alabama at Birmingham, Birmingham, AL
| | - Angela Seasely
- Division of Maternal-Fetal Medicine, Center for Women's Reproductive Health, Department of Obstetrics and Gynecology, The University of Alabama at Birmingham, Birmingham, AL
| | - Avinash S Patil
- Department of Obstetrics and Gynecology, The University of Arizona College of Medicine-Phoenix, Phoenix, AZ
| | - Samantha Weed
- Franciscan Maternal-Fetal Medicine Associates, Tacoma, WA
| | - Jessica M Page
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, The University of Utah Healthcare and Intermountain Healthcare, Salt Lake City, UT
| | - Sara Nicholas
- Axia Women's Health Main Line Perinatal Associates, Wynnewood, PA
| | - Jay Idler
- Allegheny Health Network, Drexel University College of Medicine, Pittsburgh, PA
| | - Rashmi R Rao
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA
| | | | - Raj Shree
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, University of Washington, Seattle, WA
| | | | - Bryann Bromley
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, Massachusetts General Hospital, Boston, MA
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Soster E, Tynan J, Gibbons C, Meschino W, Wardrop J, Almasri E, Schwartz S, McLennan G. Laboratory performance of genome-wide cfDNA for copy number variants as compared to prenatal microarray. Mol Cytogenet 2023; 16:10. [PMID: 37301962 DOI: 10.1186/s13039-023-00642-4] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Accepted: 05/31/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND Noninvasive prenatal testing (NIPT) allows for screening of fetal aneuploidy and copy number variants (CNVs) from cell-free DNA (cfDNA) in maternal plasma. Professional societies have not yet embraced NIPT for fetal CNVs, citing a need for additional performance data. A clinically available genome-wide cfDNA test screens for fetal aneuploidy and CNVs larger than 7 megabases (Mb). RESULTS This study reviews 701 pregnancies with "high risk" indications for fetal aneuploidy which underwent both genome-wide cfDNA and prenatal microarray. For aneuploidies and CNVs considered 'in-scope' for the cfDNA test (CNVs ≥ 7 Mb and select microdeletions), sensitivity and specificity was 93.8% and 97.3% respectively, with positive and negative predictive values of 63.8% and 99.7% as compared to microarray. When including 'out-of-scope' CNVs on array as false negatives, the sensitivity of cfDNA falls to 48.3%. If only pathogenic out-of-scope CNVs are treated as false negatives, the sensitivity is 63.8%. Of the out-of-scope CNVs identified by array smaller than 7 Mb, 50% were classified as variants of uncertain significance (VUS), with an overall VUS rate in the study of 2.29%. CONCLUSIONS While microarray provides the most robust assessment of fetal CNVs, this study suggests that genome-wide cfDNA can reliably screen for large CNVs in a high-risk cohort. Informed consent and adequate pretest counseling are essential to ensuring patients understand the benefits and limitations of all prenatal testing and screening options.
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Affiliation(s)
| | - John Tynan
- Labcorp®, La Jolla, CA, USA
- PetDx, The Center for Novel Therapeutics, La Jolla, CA, USA
| | - Clare Gibbons
- Genetics Program, North York General Hospital, Toronto, ON, Canada
| | - Wendy Meschino
- Genetics Program, North York General Hospital, Toronto, ON, Canada
- Department of Paediatrics, University of Toronto, Toronto, ON, Canada
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Kwong M, Patee J, Olson E, McLennan G. Abstract No. 539 Retrospective review of pancreatic venous anatomy. J Vasc Interv Radiol 2022. [DOI: 10.1016/j.jvir.2022.03.521] [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: 10/18/2022] Open
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Dugoff L, Koelper NC, Chasen ST, Russo ML, Roman AS, Limaye MA, Ranzini A, Clifford C, Biggio JR, Long M, Subramaniam A, Seasely A, Patil A, Weed S, Page J, Nicholas S, Idler J, Rao R, Crowder A, Shree RS, McLennan G, Bromley B. Cell-free DNA screening for trisomy 21 in twin pregnancy: a large multicenter cohort study. Am J Obstet Gynecol 2022. [DOI: 10.1016/j.ajog.2021.11.121] [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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Dugoff L, Koelper NC, Chasen ST, Russo ML, Roman AS, Limaye MA, Ranzini A, Clifford C, Biggio JR, Subramaniam A, Seasely AR, Patil A, Weed S, Page J, Nicholas S, Talbot C, Rao R, Crowder A, Shree RS, McLennan G, Bromley B. Factors that affect cell-free DNA fetal fraction in twin gestations. Am J Obstet Gynecol 2022. [DOI: 10.1016/j.ajog.2021.11.728] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
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Jensen TJ, Goodman AM, Ellison CK, Holden KA, Kato S, Kim L, Daniels GA, Fitzgerald K, McCarthy E, Nakashe P, Mazloom AR, Almasri E, McLennan G, Grosu DS, Eisenberg M, Kurzrock R. Genome-wide Sequencing of Cell-free DNA Enables Detection of Copy-number Alterations in Patients with Cancer Where Tissue Biopsy is Not Feasible. Mol Cancer Ther 2021; 20:2274-2279. [PMID: 34465593 PMCID: PMC9398131 DOI: 10.1158/1535-7163.mct-20-1066] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 03/03/2021] [Accepted: 08/20/2021] [Indexed: 01/07/2023]
Abstract
When tissue biopsy is not medically prudent or tissue is insufficient for molecular testing, alternative methods are needed. Because cell-free DNA (cfDNA) has been shown to provide a representative surrogate for tumor tissue, we sought to evaluate its utility in this clinical scenario. cfDNA was isolated from the plasma of patients and assayed with low-coverage (∼0.3×), genome-wide sequencing. Copy-number alterations (CNA) were identified and characterized using analytic methods originally developed for noninvasive prenatal testing (NIPT) and quantified using the genomic instability number (GIN), a metric that reflects the quantity and magnitude of CNAs across the genome. The technical variability of the GIN was first evaluated in an independent cohort comprising genome-wide sequencing results from 27,754 women who consented to have their samples used for research and whose NIPT results yielded no detected CNAs to establish a detection threshold. Subsequently, cfDNA sequencing data from 96 patients with known cancers but for whom a tissue biopsy could not be obtained are presented. An elevated GIN was detected in 35% of patients and detection rates varied by tumor origin. Collectively, CNAs covered 96.6% of all autosomes. Survival was significantly reduced in patients with an elevated GIN relative to those without. Overall, these data provide a proof of concept for the use of low-coverage, genome-wide sequencing of cfDNA from patients with cancer to obtain relevant molecular information in instances where tissue is difficult to access. These data may ultimately serve as an informative complement to other molecular tests.
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Affiliation(s)
- Taylor J. Jensen
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California.,Laboratory Corporation of America, Durham, North Carolina.,Corresponding Author: Taylor J. Jensen, Research and Development, Laboratory Corporation of America, 1912 TW Alexander, Durham, NC 27703. Phone: 858-242-6842; E-mail:
| | - Aaron M. Goodman
- Department of Medicine, Division of Hematology/Oncology, and Center for Personalized Cancer Therapy, Moores Cancer Center, University of California, San Diego.,Department of Medicine, Division of Blood and Marrow Transplantation, Moores Cancer Center, University of California, San Diego
| | - Christopher K. Ellison
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Kimberly A. Holden
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Shumei Kato
- Department of Medicine, Division of Hematology/Oncology, and Center for Personalized Cancer Therapy, Moores Cancer Center, University of California, San Diego.,Department of Medicine, Division of Precision Medicine, Moores Cancer Center, University of California, San Diego
| | - Lisa Kim
- Department of Medicine, Division of Hematology/Oncology, and Center for Personalized Cancer Therapy, Moores Cancer Center, University of California, San Diego
| | - Gregory A. Daniels
- Department of Medicine, Division of Hematology/Oncology, and Center for Personalized Cancer Therapy, Moores Cancer Center, University of California, San Diego
| | - Kerry Fitzgerald
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Erin McCarthy
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Prachi Nakashe
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Amin R. Mazloom
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Eyad Almasri
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Graham McLennan
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | - Daniel S. Grosu
- Sequenom, Inc, a wholly owned subsidiary of Laboratory Corporation of America Holdings, San Diego, California
| | | | - Razelle Kurzrock
- Department of Medicine, Division of Hematology/Oncology, and Center for Personalized Cancer Therapy, Moores Cancer Center, University of California, San Diego.,Department of Medicine, Division of Precision Medicine, Moores Cancer Center, University of California, San Diego
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Goodman AM, Holden KA, Jeong AR, Kim L, Fitzgerald KD, Almasri E, McLennan G, Eisenberg M, Jahromi AH, Hoh C, Hurley M, Mulroney C, Tzachanis D, Ball ED, Jensen TJ, Kurzrock R. Assessing CAR T-Cell Therapy Response Using Genome-Wide Sequencing of Cell-Free DNA in Patients With B-Cell Lymphomas. Transplant Cell Ther 2021; 28:30.e1-30.e7. [PMID: 34655803 DOI: 10.1016/j.jtct.2021.10.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 09/09/2021] [Accepted: 10/06/2021] [Indexed: 10/20/2022]
Abstract
Methods that enable monitoring of therapeutic efficacy of autologous chimeric antigen receptor (CAR) T-cell therapy will be clinically useful. The aim of this study is to demonstrate the feasibility of blood-derived cell-free DNA (cfDNA) to predict CAR T-cell therapy response in patients with refractory B-cell lymphomas. Whole blood was collected before and throughout CAR T-cell therapy until day 154. Low-coverage (∼0.4×), genome-wide cfDNA sequencing, similar to that established for noninvasive prenatal testing, was performed. The genomic instability number (GIN) was used to quantify plasma copy number alteration level. Twelve patients were enrolled. Seven (58%) patients achieved a complete response (CR); 2 (25%), a partial response. Median progression-free survival was 99 days; median overall survival was not reached (median follow-up, 247 days). Altogether, 127 blood samples were analyzed (median, 10 samples/patient [range 8-13]). All 5 patients who remained in CR at the time of last measurement had GIN <170 (threshold). Two patients who attained CR, but later relapsed, and all but one patient who had best response other than CR had last GIN measurement of >170. In 5 of 6 patients with relapsed or progressive disease, increasing GIN was observed before the diagnosis by imaging. The abundance of CAR T-cell construct (absolute number of construct copies relative to the number of human genome equivalents) also showed a trend to correlate with outcome (day 10, P = .052). These data describe a proof-of-concept for the use of multiple liquid biopsy technologies to monitor therapeutic response in B-cell lymphoma patients receiving CAR T-cell therapy.
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Affiliation(s)
- Aaron M Goodman
- Department of Medicine, Division of Blood and Marrow Transplantation, University of California San Diego, La Jolla, California.
| | | | - Ah-Reum Jeong
- Department of Medicine, Division of Hematology/Oncology, University of California San Diego, La Jolla, California
| | - Lisa Kim
- Laboratory Corporation of America, San Diego, California
| | | | - Eyad Almasri
- Laboratory Corporation of America, San Diego, California
| | | | | | - Amin H Jahromi
- Department of Radiology, University of California San Diego, La Jolla, California
| | - Carl Hoh
- Department of Radiology, University of California San Diego, La Jolla, California
| | - Michael Hurley
- Department of Medicine, Division of Blood and Marrow Transplantation, University of California San Diego, La Jolla, California
| | - Carolyn Mulroney
- Department of Medicine, Division of Blood and Marrow Transplantation, University of California San Diego, La Jolla, California
| | - Dimitrios Tzachanis
- Department of Medicine, Division of Blood and Marrow Transplantation, University of California San Diego, La Jolla, California
| | - Edward D Ball
- Department of Medicine, Division of Blood and Marrow Transplantation, University of California San Diego, La Jolla, California
| | - Taylor J Jensen
- Laboratory Corporation of America, San Diego, California; Laboratory Corporation of America, Durham, North Carolina
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Rafalko J, Caldwell S, Soster E, Almasri E, McLennan G, Liu T, Weinblatt V, Cacheris P, McCullough R. Application of mosaicism ratio to multifetal gestations. PLoS One 2021; 16:e0248467. [PMID: 33711042 PMCID: PMC7954340 DOI: 10.1371/journal.pone.0248467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 02/28/2021] [Indexed: 12/02/2022] Open
Abstract
Mosaicism ratio, or MR, is a laboratory metric that can be calculated using massively parallel sequencing data from cell-free DNA (cfDNA) screening. MR compares the amount of cfDNA present from a particular chromosome or chromosomal region to the overall fetal fraction of the specimen. In singleton gestations, MR may be used to refine the positive predictive value of an abnormal cfDNA screening result by identifying cases that could be impacted by various biological factors, such as placental mosaicism or prior co-twin demise. The current study was designed to examine the behavior of mosaicism ratio (MR) in multifetal gestations. Multifetal cfDNA specimens with positive results for trisomies 21, 18, or 13 and confirmed diagnostic outcomes were compiled to examine MR of the aneuploid chromosome based on the number of affected fetuses/placentas. A second multifetal cohort was assembled to analyze the MR of the Y chromosome in cases with at least one male fetus. For aneuploid cases, the average MR of affected singletons (used as a biological proxy for two affected twins) was significantly higher than the average MR for twins in which one fetus was affected. The average MR of the aneuploid chromosome for one affected twin was 52%, 42%, and 48% of that of singleton gestations for trisomy 21, 18, and 13 cases, respectively. MR cutoffs of 0.7 for trisomy 21, and 0.5 for trisomies 18 and 13 may help predict whether one versus both twins are affected with aneuploidy when clinical concern arises. For male cases, the Y MR of XX/XY gestations was 48% of the Y MR for XY/XY gestations. Using a Y MR cutoff of 0.8 allowed determination of XX/XY versus XY/XY gestations with 92.3-94.9% accuracy. Based on the data presented, MR may have utility in the analysis and interpretation of cfDNA data from multifetal gestations.
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Affiliation(s)
- Jill Rafalko
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Samantha Caldwell
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Erica Soster
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Eyad Almasri
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Graham McLennan
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Tong Liu
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Vivian Weinblatt
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Philip Cacheris
- Laboratory Corporation of America, La Jolla, California, United States of America
| | - Ron McCullough
- Laboratory Corporation of America, La Jolla, California, United States of America
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Holden KA, Fitzgerald KD, McLennan G, Faulkner N, Guan X, Eisenberg M, Jensen TJ. Abstract 1977: Size selection of cell-free DNA increases the proportion of tumor specific variants in cancer patients. Cancer Res 2020. [DOI: 10.1158/1538-7445.am2020-1977] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Cell-free DNA (cfDNA) derived from tumor cells is present in the plasma of patients with cancer; however, the proportion of this circulating tumor DNA (ctDNA) is typically less than 2%. To overcome this limitation, methods have been developed to better distinguish the biological signal derived from ctDNA from the technical and statistical noise present in most current methodologies. While successful in minimizing the technical noise, these methods often require increased sequencing depth and other advanced analytical techniques. Thus, alternative or complimentary approaches would be beneficial for improving noninvasive cancer diagnostics (i.e. liquid biopsies). One biological feature that may be able to be leveraged to improve this signal-to-noise challenge is the fragment length of cfDNA. The median length of cfDNA in circulation from healthy tissue is typically about 167bp, while ctDNA has been demonstrated to be, on average, shorter. We sought to evaluate whether size selecting cfDNA could enrich for shorter ctDNA fragments and thereby enhance signal for the detection of tumor-specific variants. To test this hypothesis, adapter-ligated libraries were size selected using the Coastal Genomics NIMBUS Select, an automated platform for gel-based electrophoresis and size selection, targeting cfDNA fragment sizes up to 142bp (+/- 15bp). The size selected libraries from each patient were first assayed with low-coverage (~0.3X) genome-wide sequencing and analyzed for insert size to ensure proper enrichment of shorter cfDNA fragments. Libraries prior to size selection yielded, on average, 25.9% of reads with cfDNA fragment sizes shorter than 150bp. After size selection, the proportion of cfDNA shorter than 150bp was significantly increased to 96.4% (p<0.001; Wilcoxon Rank Sum). Copy number alterations (CNAs) were identified in the cfDNA data and characterized using analytical methods originally developed for noninvasive prenatal testing and subsequently optimized for ctDNA. The amplitude of a detectable autosomal CNA represents the relative magnitude of the CNA. When evaluating cfDNA from healthy patients, the amplitudes of CNAs before and after size selection were on average within 6%, consistent with a lack of signal enrichment in the absence of disease. Conversely, detectable CNAs in cancer patients were on average 44% greater in amplitude in size selected samples than in the same samples prior to size selection, consistent with an enrichment of signal. These data demonstrate a proof-of-concept for using size selection to enhance signal for the detection of tumor-specific variants in cancer patients.
Citation Format: Kimberly A. Holden, Kerry D. Fitzgerald, Graham McLennan, Nathan Faulkner, Xiaojun Guan, Marcia Eisenberg, Taylor J. Jensen. Size selection of cell-free DNA increases the proportion of tumor specific variants in cancer patients [abstract]. In: Proceedings of the Annual Meeting of the American Association for Cancer Research 2020; 2020 Apr 27-28 and Jun 22-24. Philadelphia (PA): AACR; Cancer Res 2020;80(16 Suppl):Abstract nr 1977.
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Chibuk J, Rafalko J, Boomer T, McCullough R, McLennan G, Wyatt P, Almasri E. Cell-free DNA screening in twin pregnancies: A more accurate and reliable screening tool. Prenat Diagn 2020; 40:1321-1329. [PMID: 32677048 PMCID: PMC7540584 DOI: 10.1002/pd.5797] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 07/11/2020] [Accepted: 07/13/2020] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Outcome data from cell-free DNA (cfDNA) screening in twin gestations are limited. This study adds an appreciable number of confirmed outcomes to the literature, and assesses performance of cfDNA screening in twins over a 4.5-year period at one large clinical laboratory. METHOD Prenatal cytogenetic and SNP microarray results were cross-referenced with cfDNA results for twin pregnancies, yielding 422 matched cases. Using diagnostic results as truth, performance of cfDNA screening in this population was assessed. RESULTS Of the 422 twin pregnancies with both cfDNA and diagnostic results, 3 specimens failed amniocyte analysis, and 48 samples (11.5%) were nonreportable from the initial cfDNA draw. Analysis of the 371 reportable samples demonstrated a collective sensitivity of 98.7% and specificity of 93.2% for trisomies 21/18/13. Positive predictive values (PPVs) in this study population, which is enriched for aneuploidy, were 78.7%, 84.6%, and 66.7% for trisomy 21, 18, and 13, respectively. CONCLUSION CfDNA screening in a cohort of twin pregnancies with matched diagnostic results showed superior performance compared to traditional serum biochemical screening in twins. This study adds to a growing body of evidence suggesting that cfDNA is an accurate and reliable screening tool for the major trisomies in twin pregnancies.
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Affiliation(s)
- Jason Chibuk
- Sequenom Inc., A Wholly Owned Subsidiary of Laboratory Corporation of America Holdings, San Diego, California, USA
| | - Jill Rafalko
- Sequenom Inc., A Wholly Owned Subsidiary of Laboratory Corporation of America Holdings, San Diego, California, USA
| | - Theresa Boomer
- Sequenom Laboratories, A Wholly Owned Subsidiary of Laboratory Corporation of America Holdings, San Diego, California, USA
| | - Ron McCullough
- Sequenom Laboratories, A Wholly Owned Subsidiary of Laboratory Corporation of America Holdings, San Diego, California, USA
| | - Graham McLennan
- Sequenom Laboratories, A Wholly Owned Subsidiary of Laboratory Corporation of America Holdings, San Diego, California, USA
| | - Philip Wyatt
- Department of Biochemical Genetics, Integrated Genetics, a member of the LabCorp Specialty Testing Group, Santa Fe, New Mexico, USA
| | - Eyad Almasri
- Sequenom Laboratories, A Wholly Owned Subsidiary of Laboratory Corporation of America Holdings, San Diego, California, USA
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McLennan G, Vachharajani T, Kirksey L. Abstract No. 442 Inpatient screening for endovascular arteriovenous fistula: the good, the bad, and the ugly. . . J Vasc Interv Radiol 2020. [DOI: 10.1016/j.jvir.2019.12.503] [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: 10/25/2022] Open
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Li X, Das D, McLennan G. Abstract No. 421 AIF-mediated apoptosis by quiescent hepatic stellate cell as potential hepatocellular carcinoma therapy. J Vasc Interv Radiol 2020. [DOI: 10.1016/j.jvir.2019.12.482] [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: 10/25/2022] Open
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heiberger C, Tuifua T, Das D, McLennan G. Abstract No. 429 Phenylbutyrate is a superior inducer of the Warburg reversal compared to its metabolite phenylacetate and can efficiently enhance sensitivity to mTOR inhibitors in hepatocellular carcinoma. J Vasc Interv Radiol 2020. [DOI: 10.1016/j.jvir.2019.12.490] [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: 10/25/2022] Open
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Jensen TJ, Goodman AM, Kato S, Ellison CK, Kelly K, Kim L, Daniels GA, Fitzgerald K, McCarthy E, Nakashe P, Mazloom AR, McLennan G, Almasri E, Grosu DS, Eisenberg M, Kurzrock R. Abstract 1362: Genome-wide sequencing of cell-free DNA enables detection of copy number alterations in cancer patients where tissue biopsy is not feasible. Cancer Res 2019. [DOI: 10.1158/1538-7445.am2019-1362] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
In instances where tissue biopsy is not medically prudent or tumor tissue material is insufficient for molecular testing, alternative methods are needed. Since cell-free DNA (cfDNA) has been shown to provide a representative surrogate for tumor tissue, we sought to evaluate its utility in this scenario. Here we present data from 91 patients with known neoplasms whose tumors were not able to be tested using conventional tissue biopsy. The cfDNA from each patient was assayed with low-coverage (~0.3X) genome-wide sequencing and copy number alteration (CNA) events were identified and characterized using analytical methods originally developed for noninvasive prenatal testing (NIPT). To quantify the level of CNAs present in the plasma of cancer patients, we utilized the genomic instability number (GIN). First, the technical variability of the GIN was evaluated in a large sample cohort. We therefore processed genome-wide sequencing results from 27,742 pregnant women who consented to have their samples used for research and whose NIPT results yielded no detected CNAs. Utilizing these data, we established a threshold whereby we could differentiate technical noise from biological signal when CNAs were present down to a 1% ctDNA fraction with 99.7% specificity. Applied broadly, CNAs were detected in 32 of the 91 patients with difficult-to-biopsy cancers evaluated (35%) with detection frequencies tightly linked to cancer type. Importantly, there was a significant reduction in progression-free survival for the first treatment after liquid biopsy for patients with an elevated GIN relative to those without, suggesting a prognostic link between GIN and patient outcome across a wide variety of tumor types. In addition, samples with an elevated GIN also showed a significant concomitant reduction in cfDNA fragment length, consistent with previous reports suggesting that cfDNA derived from tumors is shorter in length than cfDNA from healthy tissue. Finally, we characterized the genomic location of the detected CNAs to potentially enable the utility and interpretation of these results clinically. Collectively, the detected CNAs covered more than 95% of all autosomes, highlighting a benefit of using genome-wide sequencing. Taken together, these data demonstrate a proof-of-concept for using low-coverage, genome-wide sequencing of cfDNA in patients where tissue biopsy is not feasible or medically recommended.
Citation Format: Taylor J. Jensen, Aaron M. Goodman, Shumei Kato, Christopher K. Ellison, Kimberly Kelly, Lisa Kim, Gregory A. Daniels, Kerry Fitzgerald, Erin McCarthy, Prachi Nakashe, Amin R. Mazloom, Graham McLennan, Eyad Almasri, Daniel S. Grosu, Marcia Eisenberg, Razelle Kurzrock. Genome-wide sequencing of cell-free DNA enables detection of copy number alterations in cancer patients where tissue biopsy is not feasible [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 1362.
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Affiliation(s)
| | | | | | | | | | - Lisa Kim
- 2Moores Cancer Center, San Diego, CA
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Aguilar A, Lafleur J, Brousse S, Ferrario C, McLennan G, Jensen TJ, Kimberly K, Basik M. Measuring on-treatment genome-wide tumor copy number alterations in cell-free DNA (cfDNA) in plasma is highly prognostic in metastatic breast cancer. J Clin Oncol 2019. [DOI: 10.1200/jco.2019.37.15_suppl.1097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
1097 Background: The clinical management of metastatic breast cancer depends on the measurement of tumor response to successive drugs by serial imaging and changes in blood tumor markers, which remain the standard of care despite poor sensitivity and specificity. Highly sensitive and specific cfDNA secreted from the tumor can detect the changes in tumor-specific aberrations that have been shown to be associated with patient response in the metastatic setting. However, most approaches require prior sequencing of the tumor to target specific known mutations. Methods: Using low coverage genomic sequencing, a genomic instability number (GIN) was measured in cfDNA based on the detection of genome-wide tumor-specific DNA copy number alterations for 27 patients with metastatic breast cancer. The GIN value and its variation from baseline before treatment, as well as within 10 days and 3 weeks after start of therapy were compared with tumor response, progression free survival (PFS) and overall survival (OS) of the patients. Patients were followed for a median of 22 months and we used a previously published GIN threshold at 170 for high vs low GIN values. Sequencing was performed blinded to the clinical results. Results: Baseline GIN values were not associated with tumor response at 3or 6 months, but showed a trend towards lower OS with higher GIN (p = 0.12). GIN values fell by an average of 28% in responders (stable disease or response) and 23% in those with progression (p = 0.85), but remained lower at 3 weeks only in the responders. High GIN values within 10 days and 3 weeks were associated with markedly worse OS (p = 0.014 and p = 0.009 respectively) and those at 3 weeks with worse PFS (p = 0.017). Hence the median survival of patients with high GIN at 10 days or 3 weeks was 12 months vs not reached for those with low GIN. The percentage drop of GIN at 10 days but not at 3 weeks was significantly associated with PFS (p = 0.016). Conclusions: These results demonstrate that GIN values of cfDNA measured at early on-treatment time points can predict PFS and OS with a high degree of accuracy. These findings deserve further study in a larger cohort but hold the promise of early prediction of clinical outcomes in a tumor-independent genome-wide approach.
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Affiliation(s)
- Adriana Aguilar
- Segal Cancer Centre/Jewish General Hospital and McGill University, Montreal, QC, Canada
| | - Josiane Lafleur
- Segal Cancer Center/Jewish General Hospital, Montreal, QC, Canada
| | | | | | | | | | | | - Mark Basik
- Segal Cancer Center, Montreal, QC, Canada
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Fagbongbe E, Das D, Watson D, Lathia J, McLennan G. Abstract No. 522 Strategic targeting of hepatocellular carcinoma and its immune-microenvironment by a combination of Warburg reversal and mTOR inhibition. J Vasc Interv Radiol 2019. [DOI: 10.1016/j.jvir.2018.12.603] [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: 11/25/2022] Open
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Martin C, McLennan G, Kalra-Lall A, Rebet A, Gill A, Levitin A. Abstract No. 499 Novel needle guidance technology in the angiography room: from CBCT to stereotaxic reconstruction. J Vasc Interv Radiol 2019. [DOI: 10.1016/j.jvir.2018.12.580] [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: 10/27/2022] Open
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Jensen TJ, Goodman AM, Kato S, Ellison CK, Daniels GA, Kim L, Nakashe P, McCarthy E, Mazloom AR, McLennan G, Grosu DS, Ehrich M, Kurzrock R. Genome-Wide Sequencing of Cell-Free DNA Identifies Copy-Number Alterations That Can Be Used for Monitoring Response to Immunotherapy in Cancer Patients. Mol Cancer Ther 2018; 18:448-458. [DOI: 10.1158/1535-7163.mct-18-0535] [Citation(s) in RCA: 48] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 09/05/2018] [Accepted: 11/26/2018] [Indexed: 11/16/2022]
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21
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Campbell S, Juloori A, LaHurd D, Yu N, Haddadin I, Levitin A, McLennan G, Menon K, Aucejo F, Woody N, Stephans K. Evaluating Safety and Dosimetry of SBRT following 90Y for Hepatocellular Carcinoma. Int J Radiat Oncol Biol Phys 2018. [DOI: 10.1016/j.ijrobp.2018.07.468] [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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22
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Jensen TJ, Goodman AM, Ellison CK, Kato S, Daniels GA, Tran L, Nakashe P, McCarthy E, Mazloom AR, McLennan G, Grosu DS, Ehrich M, Kurzrock R. Abstract 633: Application of a novel analytical metric that quantifies copy number alterations in low-coverage, genome-wide sequencing of cell-free DNA to monitor and differentiate response to immunotherapy in cancer patients. Cancer Res 2018. [DOI: 10.1158/1538-7445.am2018-633] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Inhibitors of the PD-1/PD-L1/CTLA4 immune checkpoint pathway have transformed the cancer treatment paradigm. It has been observed that even some patients with advanced, refractory malignancies achieve durable responses; however, only a minority of patients benefit, demonstrating the importance of developing new biomarkers to predict patient outcome. The most commonly used biomarkers for predicting response to checkpoint inhibitors are the expression of PD-1/PD-L1, microsatellite instability, and tumor mutational burden. While these markers have been shown to have varying degrees of predictive power, they have not been used to monitor and differentiate response during treatment and require invasive procedures. Interrogating cell-free DNA (cfDNA) isolated from plasma (liquid biopsy) provides a promising noninvasive method for monitoring response. We describe the use of low-coverage (~0.3X) genome-wide sequencing of cfDNA, validated extensively for detecting chromosomal abnormalities in non-invasive prenatal testing (NIPT) and previously shown to enable incidental detection of occult maternal malignancies, to detect tumor-specific copy number alterations; and the development of a new metric–the genome instability number (GIN)–to monitor response to these drugs. Using a series of more than 450 plasma aliquots taken from more than 75 patients throughout their treatment, we demonstrate how the GIN can be used to discriminate clinical response from progression, differentiate progression from pseudoprogression, and identify hyperprogressive disease, as early as 4-6 weeks after treatment initiation. Finally, we provide evidence for a delayed therapeutic response to checkpoint inhibitors relative to targeted therapies. While this study is still ongoing, these initial data provide proof of concept for using this method for monitoring treatment outcome in cancer patients receiving immunotherapy.
Citation Format: Taylor J. Jensen, Aaron M. Goodman, Christopher K. Ellison, Shumei Kato, Gregory A. Daniels, Lisa Tran, Prachi Nakashe, Erin McCarthy, Amin R. Mazloom, Graham McLennan, Daniel S. Grosu, Mathias Ehrich, Razelle Kurzrock. Application of a novel analytical metric that quantifies copy number alterations in low-coverage, genome-wide sequencing of cell-free DNA to monitor and differentiate response to immunotherapy in cancer patients [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 633.
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Affiliation(s)
| | - Aaron M. Goodman
- 2Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, San Diego, CA
| | | | - Shumei Kato
- 2Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, San Diego, CA
| | - Gregory A. Daniels
- 2Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, San Diego, CA
| | - Lisa Tran
- 2Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, San Diego, CA
| | | | | | | | | | | | | | - Razelle Kurzrock
- 2Center for Personalized Cancer Therapy, University of California, San Diego, Moores Cancer Center, San Diego, CA
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Jensen TJ, Goodman A, Kato S, Ellison CK, Daniels GA, Tran L, McCarthy E, Nakashe P, Mazloom A, McLennan G, Grosu DS, Ehrich M, Kurzrock R. Low-coverage, genome-wide sequencing of cell-free DNA developed for noninvasive prenatal testing (NIPT) to enable genomic characterization that can be used to monitor immunotherapy response in cancer patients. J Clin Oncol 2018. [DOI: 10.1200/jco.2018.36.15_suppl.e24050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Affiliation(s)
| | - Aaron Goodman
- University of California San Diego Moores Cancer Center, La Jolla, CA
| | - Shumei Kato
- University of California, San Diego, La Jolla, CA
| | | | | | - Lisa Tran
- University of California, San Diego, La Jolla, CA
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Wadera A, Das D, Fayazzadeh E, McLennan G. 3:18 PM Abstract No. 373 Quiescent hepatic stellate cell condition media induces caspase-independent apoptotic cell death and potentiates effects of doxorubicin in hepatocellular carcinoma cell lines. J Vasc Interv Radiol 2018. [DOI: 10.1016/j.jvir.2018.01.414] [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: 10/17/2022] Open
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Fayazzadeh E, McBride A, Gill A, McLennan G. 4:21 PM Abstract No. 140 Imaging and pathological outcomes of drug-eluting bead-transarterial chemoembolization for treatment of hepatocellular carcinoma using 70- to 150-μm versus 100- to 300-μm beads. J Vasc Interv Radiol 2018. [DOI: 10.1016/j.jvir.2018.01.158] [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: 11/30/2022] Open
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Koirala N, Das D, Puska J, McLennan G. Evaluation of a novel folate targeting drug delivery vehicle for hepatocellular carcinoma diagnosis and therapy. J Vasc Interv Radiol 2017. [DOI: 10.1016/j.jvir.2016.12.728] [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: 11/16/2022] Open
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McLennan S, Fayazzadeh E, Gurajala R, Shrikanthan S, DiFilippo F, McLennan G. Consistency of Y-90 dosimetry measurements with newer semi-automated segmentation software. J Vasc Interv Radiol 2017. [DOI: 10.1016/j.jvir.2016.12.1073] [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: 11/16/2022] Open
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Das D, Gilyard S, McLennan G, Das D. Detection of cellular and molecular markers in hepatocellular carcinoma by immunohistochemistry. J Vasc Interv Radiol 2017. [DOI: 10.1016/j.jvir.2016.12.1047] [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: 11/28/2022] Open
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Boules M, Haskins IN, Farias-Kovac M, Guerron AD, Schechtman D, Samotowka M, O'Rourke CP, McLennan G, Walsh RM, Morris-Stiff G. What is the fate of the cholecystostomy tube following percutaneous cholecystostomy? Surg Endosc 2016; 31:1707-1712. [PMID: 27519595 DOI: 10.1007/s00464-016-5161-x] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Accepted: 07/27/2016] [Indexed: 12/20/2022]
Abstract
INTRODUCTION Cholecystectomy is the preferred treatment for acute cholecystitis with percutaneous cholecystostomy (PC) considered an alternative therapy in severely debilitated patients. The aim of this study was to evaluate the efficacy and outcomes of PC at a tertiary referral center. METHODS We retrospectively reviewed all patients that had undergone PC from 2000 to 2014. Data collected included baseline demographics, comorbidities, details of PC placement and management, and post-procedure outcomes. The Charlson comorbidity index (CCI) was calculated for all patients at the time of PC. RESULTS Four hundred and twenty-four patients underwent PC placement from 2000 to 2014, and a total of 380 patients had long-term data available for review. Within this cohort, 223 (58.7 %) of the patients were male. The mean age at the time of PC placement was 65.3 ± 14.2 years of age, and the mean CCI was 3.2 ± 2.1 for all patients. One hundred and twenty-five (32.9 %) patients went on to have a cholecystectomy following PC placement. Comparison of patients who underwent PC followed by surgical intervention revealed that they were significantly younger (p = 0.0054) and had a lower CCI (p < 0.0001) compared to those who underwent PC alone. CONCLUSIONS PC placement appears to be a viable, long-term alternative to cholecystectomy for the management of biliary disease in high-risk patients. Old and frail patients benefit the most, and in this cohort PC may be the definitive treatment.
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Affiliation(s)
- M Boules
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA.
| | - I N Haskins
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA
| | - M Farias-Kovac
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA
| | - A D Guerron
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA
| | - D Schechtman
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA
| | - M Samotowka
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA
| | - C P O'Rourke
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - G McLennan
- Department of Interventional Radiology, Imaging Institute, Cleveland Clinic, Cleveland, OH, USA
| | - R M Walsh
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA
| | - G Morris-Stiff
- Department of Hepato-Pancreato-Biliary Surgery, Digestive Disease and Surgery Institute, Cleveland Clinic, 9500 Euclid Avenue, A100 Cleveland, OH, 44195, USA
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Lefkowitz RB, Tynan JA, Liu T, Wu Y, Mazloom AR, Almasri E, Hogg G, Angkachatchai V, Zhao C, Grosu DS, McLennan G, Ehrich M. Clinical validation of a noninvasive prenatal test for genomewide detection of fetal copy number variants. Am J Obstet Gynecol 2016; 215:227.e1-227.e16. [PMID: 26899906 DOI: 10.1016/j.ajog.2016.02.030] [Citation(s) in RCA: 118] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 01/30/2016] [Accepted: 02/11/2016] [Indexed: 12/19/2022]
Abstract
BACKGROUND Current cell-free DNA assessment of fetal chromosomes does not analyze and report on all chromosomes. Hence, a significant proportion of fetal chromosomal abnormalities are not detectable by current noninvasive methods. Here we report the clinical validation of a novel noninvasive prenatal test (NIPT) designed to detect genomewide gains and losses of chromosomal material ≥7 Mb and losses associated with specific deletions <7 Mb. OBJECTIVE The objective of this study is to provide a clinical validation of the sensitivity and specificity of a novel NIPT for detection of genomewide abnormalities. STUDY DESIGN This retrospective, blinded study included maternal plasma collected from 1222 study subjects with pregnancies at increased risk for fetal chromosomal abnormalities that were assessed for trisomy 21 (T21), trisomy 18 (T18), trisomy 13 (T13), sex chromosome aneuploidies (SCAs), fetal sex, genomewide copy number variants (CNVs) ≥7 Mb, and select deletions <7 Mb. Performance was assessed by comparing test results with findings from G-band karyotyping, microarray data, or high coverage sequencing. RESULTS Clinical sensitivity within this study was determined to be 100% for T21 (95% confidence interval [CI], 94.6-100%), T18 (95% CI, 84.4-100%), T13 (95% CI, 74.7-100%), and SCAs (95% CI, 84-100%), and 97.7% for genomewide CNVs (95% CI, 86.2-99.9%). Clinical specificity within this study was determined to be 100% for T21 (95% CI, 99.6-100%), T18 (95% CI, 99.6-100%), and T13 (95% CI, 99.6-100%), and 99.9% for SCAs and CNVs (95% CI, 99.4-100% for both). Fetal sex classification had an accuracy of 99.6% (95% CI, 98.9-99.8%). CONCLUSION This study has demonstrated that genomewide NIPT for fetal chromosomal abnormalities can provide high resolution, sensitive, and specific detection of a wide range of subchromosomal and whole chromosomal abnormalities that were previously only detectable by invasive karyotype analysis. In some instances, this NIPT also provided additional clarification about the origin of genetic material that had not been identified by invasive karyotype analysis.
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Alian A, McLennan G, Bennett S, Kapoor B, Gill A, Levitin A, Sands M, Obuchowski N, Aucejo F, Menon K, Estfan B, Pillai A, Kalva S. Yttrium-90 radioembolization versus doxorubicin-eluting beads chemoembolization in patients with infiltrative hepatocellular carcinoma: single center comparison of survival and toxicity. J Vasc Interv Radiol 2016. [DOI: 10.1016/j.jvir.2015.12.223] [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: 11/25/2022] Open
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32
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Koirala N, Duffy S, McLennan G. A biomechanical testing model for evaluating the feasibility of percutaneous osteoplasty in weight-bearing bones. J Vasc Interv Radiol 2016. [DOI: 10.1016/j.jvir.2015.12.353] [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: 10/22/2022] Open
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33
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Khan N, Das D, McLennan G. Assessment of folate targeting nanomolecule on human cancer cells for cancer drug delivery. J Vasc Interv Radiol 2016. [DOI: 10.1016/j.jvir.2015.12.070] [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: 11/30/2022] Open
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34
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Pillai R, McLennan G, Chung M, Warhadpande S, Kalra-Lall A. The makings of an ideal interventional radiology clinical clerkship: survey results of medical students and interventional radiology educators to improve medical student training in preparation for the IR/DR residency. J Vasc Interv Radiol 2016. [DOI: 10.1016/j.jvir.2015.12.207] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
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35
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Tynan JA, Kim SK, Mazloom AR, Zhao C, McLennan G, Tim R, Liu L, Hannum G, Hull A, Bombard AT, Oeth P, Burcham T, van den Boom D, Ehrich M. Application of risk score analysis to low-coverage whole genome sequencing data for the noninvasive detection of trisomy 21, trisomy 18, and trisomy 13. Prenat Diagn 2015; 36:56-62. [DOI: 10.1002/pd.4712] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Revised: 09/18/2015] [Accepted: 10/22/2015] [Indexed: 12/22/2022]
Affiliation(s)
| | - S. K. Kim
- Sequenom Laboratories; San Diego CA USA
| | | | - C. Zhao
- Sequenom Laboratories; San Diego CA USA
| | | | - R. Tim
- Sequenom Laboratories; San Diego CA USA
| | - L. Liu
- Sequenom Laboratories; San Diego CA USA
| | - G. Hannum
- Sequenom Laboratories; San Diego CA USA
| | - A. Hull
- School of Medicine; University of California; San Diego CA USA
| | - A. T. Bombard
- Sequenom, Inc.; San Diego CA USA
- School of Medicine; University of California; San Diego CA USA
| | - P. Oeth
- Sequenom Laboratories; San Diego CA USA
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Klungboonkrong V, Gurujala R, Owens D, McLennan G, Levitin A, Sands M, Karuppasamy K. Internal iliac artery branches: “how much do I remember?” Angiographic identification and intervention under various circumstances. J Vasc Interv Radiol 2015. [DOI: 10.1016/j.jvir.2014.12.470] [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: 10/24/2022] Open
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37
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38
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Thompson D, McLennan G, Bennett S, Obuchowski N, Setser R. Bench top model for comparing flow rate measurements from a thermodilution catheter to a novel software based method of flow quantification using digital subtraction angiography. J Vasc Interv Radiol 2013. [DOI: 10.1016/j.jvir.2013.05.022] [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: 11/24/2022] Open
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39
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Obusez E, Dahan I, Obuchowski N, McLennan G. Outcome of catheter size and duration of internal-external biliary drainage on stricture recurrence of benign biliary strictures. J Vasc Interv Radiol 2013. [DOI: 10.1016/j.jvir.2013.01.366] [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: 10/27/2022] Open
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40
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Gupta A, Kapoor B, Schneider E, McLennan G, Levitin A, Sands M. Detachable hydrocoils in visceral and peripheral embolization: technical success and difficulties in a 61 patients series. J Vasc Interv Radiol 2013. [DOI: 10.1016/j.jvir.2013.01.302] [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: 11/25/2022] Open
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Gurajala R, Kapoor B, Thompson D, Michael G, Sands M, McLennan G. Cone beam CT planning and guidance for TIPS in patients with portal vein thrombosis. J Vasc Interv Radiol 2013. [DOI: 10.1016/j.jvir.2013.01.327] [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: 11/27/2022] Open
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Brancatelli S, Bartholomew J, Michael G, Sands M, McLennan G. The impact of combined IR/vascular medicine IVC filter clinic on filter retrieval and prevention of chronic venous insufficiency. J Vasc Interv Radiol 2013. [DOI: 10.1016/j.jvir.2013.01.021] [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] Open
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43
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Thompson D, McLennan G, Bennett S, Obuchowski N, Setser R. Bench top model for comparing flow rate measurements from a thermodilution catheter to a novel software based method of flow quantification using digital subtraction angiography. J Vasc Interv Radiol 2013. [DOI: 10.1016/j.jvir.2013.01.307] [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: 11/30/2022] Open
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44
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Zhou D, Spain J, Moon E, McLennan G, Sands M, Wang W. Retrospective review of 143 celect IVC filter retrievals: experience at a single institution. J Vasc Interv Radiol 2013. [DOI: 10.1016/j.jvir.2013.01.201] [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: 10/27/2022] Open
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Jensen TJ, Zwiefelhofer T, Tim RC, Džakula Ž, Kim SK, Mazloom AR, Zhu Z, Tynan J, Lu T, McLennan G, Palomaki GE, Canick JA, Oeth P, Deciu C, van den Boom D, Ehrich M. High-throughput massively parallel sequencing for fetal aneuploidy detection from maternal plasma. PLoS One 2013; 8:e57381. [PMID: 23483908 PMCID: PMC3590217 DOI: 10.1371/journal.pone.0057381] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2012] [Accepted: 01/21/2013] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Circulating cell-free (ccf) fetal DNA comprises 3-20% of all the cell-free DNA present in maternal plasma. Numerous research and clinical studies have described the analysis of ccf DNA using next generation sequencing for the detection of fetal aneuploidies with high sensitivity and specificity. We sought to extend the utility of this approach by assessing semi-automated library preparation, higher sample multiplexing during sequencing, and improved bioinformatic tools to enable a higher throughput, more efficient assay while maintaining or improving clinical performance. METHODS Whole blood (10mL) was collected from pregnant female donors and plasma separated using centrifugation. Ccf DNA was extracted using column-based methods. Libraries were prepared using an optimized semi-automated library preparation method and sequenced on an Illumina HiSeq2000 sequencer in a 12-plex format. Z-scores were calculated for affected chromosomes using a robust method after normalization and genomic segment filtering. Classification was based upon a standard normal transformed cutoff value of z = 3 for chromosome 21 and z = 3.95 for chromosomes 18 and 13. RESULTS Two parallel assay development studies using a total of more than 1900 ccf DNA samples were performed to evaluate the technical feasibility of automating library preparation and increasing the sample multiplexing level. These processes were subsequently combined and a study of 1587 samples was completed to verify the stability of the process-optimized assay. Finally, an unblinded clinical evaluation of 1269 euploid and aneuploid samples utilizing this high-throughput assay coupled to improved bioinformatic procedures was performed. We were able to correctly detect all aneuploid cases with extremely low false positive rates of 0.09%, <0.01%, and 0.08% for trisomies 21, 18, and 13, respectively. CONCLUSIONS These data suggest that the developed laboratory methods in concert with improved bioinformatic approaches enable higher sample throughput while maintaining high classification accuracy.
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Affiliation(s)
- Taylor J. Jensen
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Tricia Zwiefelhofer
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Roger C. Tim
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Željko Džakula
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Sung K. Kim
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Amin R. Mazloom
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Zhanyang Zhu
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - John Tynan
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Tim Lu
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Graham McLennan
- Research and Development, Sequenom Inc., San Diego, California, United States of America
| | - Glenn E. Palomaki
- Women and Infants Hospital, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Jacob A. Canick
- Women and Infants Hospital, Alpert Medical School of Brown University, Providence, Rhode Island, United States of America
| | - Paul Oeth
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Cosmin Deciu
- Research and Development, Sequenom Center for Molecular Medicine, San Diego, California, United States of America
| | - Dirk van den Boom
- Research and Development, Sequenom Inc., San Diego, California, United States of America
| | - Mathias Ehrich
- Research and Development, Sequenom Inc., San Diego, California, United States of America
- * E-mail:
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Moise KJ, Boring NH, O'Shaughnessy R, Simpson LL, Wolfe HM, Baxter JK, Polzin W, Eddleman KA, Hassan SS, Skupski D, McLennan G, Paladino T, Oeth P, Bombard A. Circulating cell-free fetal DNA for the detection of RHD status and sex using reflex fetal identifiers. Prenat Diagn 2012; 33:95-101. [PMID: 23225162 DOI: 10.1002/pd.4018] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
OBJECTIVE To determine the sensitivity and specificity of circulating cell-free fetal DNA in determining the fetal RHD status and fetal sex. METHODS Maternal blood was collected in each trimester of pregnancy from RhD negative nonalloimmunized women. Whole blood was centrifuged, separated into plasma and buffy coat, and frozen at -80°C. DNA analysis was conducted via allele-specific primer extensions for exons 4, 5, and 7 of the RHD gene and for a 37-base pair insertion in exon 4 (RHD pseudogene; psi) three Y-chromosome sequences (SRY, DBY, and TTY2), and an extraction control (TGIFL-like X/Y). RhD serotyping on cord blood and gender assessment of the newborns were entered into a Web-based database. RESULTS One hundred twenty women were enrolled. The median gestational age at the first venipuncture was 12.4 (range: 10.6-13.9) weeks with 120 samples drawn; 118 samples were drawn at 17.6 (16-20.9) weeks; and 113 samples at 28.7 (27.9-33.9) weeks. Overall accuracy for RHD was 99.1%, 99.1%, and 98.1% for each trimester and was 99.1%, 99.1%, and 100% for fetal sex determination. CONCLUSIONS Fetal RHD genotyping and sex can be very accurately determined in all three trimesters using circulating cell-free fetal DNA in the maternal circulation.
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Affiliation(s)
- K J Moise
- Baylor College of Medicine, Houston, TX, USA.
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Kodur R, Aris F, Moon E, McLennan G. Abstract No. 333: Ovarian artery embolization in uterine fibroids: a pictorial review. J Vasc Interv Radiol 2012. [DOI: 10.1016/j.jvir.2011.12.390] [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: 10/28/2022] Open
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48
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Kodur R, Aris F, McLennan G. Abstract No. 368: A pictorial review of transhepatic portal vein embolization. J Vasc Interv Radiol 2012. [DOI: 10.1016/j.jvir.2011.12.487] [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: 11/25/2022] Open
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49
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Aris F, Kodur R, Khankan A, McLennan G. Abstract No. 433: IVC filter retrieval standard and alternative techiques. J Vasc Interv Radiol 2012. [DOI: 10.1016/j.jvir.2012.01.030] [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: 11/26/2022] Open
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50
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Moise K, Boring N, OShaughnessy R, Simpson L, Wolfe H, Baxter J, Polzin W, Eddleman K, Skupski D, Hassan S, McLennan G, Paladino T, Oeth P, Bombard A. 708: Circulating cell-free fetal DNA for the detection of fetal RHD status and sex: a prospective NAFTNet trial using a unique approach of reflex fetal identifiers. Am J Obstet Gynecol 2012. [DOI: 10.1016/j.ajog.2011.10.726] [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: 10/14/2022]
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