4.6 Letter

Epigenetic clocks for gestational age: statistical and study design considerations

期刊

CLINICAL EPIGENETICS
卷 9, 期 -, 页码 -

出版社

BIOMED CENTRAL LTD
DOI: 10.1186/s13148-017-0402-y

关键词

Prediction; DNA methylation; Gestational age at delivery; Epigenetic clock

资金

  1. UK Economic and Social Research Council [ES/N000382/1]
  2. Career Development Award fellowship from UK Medical Research Council [MR/M020894/1]
  3. University of Bristol
  4. UK Medical Research Council [MC_UU_12013/2, MC_UU_12013/5, MC_UU_12013/9]
  5. Wellcome Trust [102215/2/13/2]
  6. ESRC [ES/N000382/1] Funding Source: UKRI
  7. MRC [MR/M020894/1] Funding Source: UKRI
  8. Economic and Social Research Council [ES/N000382/1] Funding Source: researchfish
  9. Medical Research Council [MR/M020894/1] Funding Source: researchfish

向作者/读者索取更多资源

In this letter to the editor, we highlight some concerns with a recently published method to estimate gestational age at delivery from DNA methylation data. We conduct novel analyses to highlight the implications of different choices in study design and statistical methods for the prediction of phenotypes from methylation data.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Gastroenterology & Hepatology

A prospective cohort study of the use of the fatty liver index and Fibroscan to determine the prevalence of fatty liver disease in an Irish population

Louise A. Rabbitt, Mairead McNally, Laura Reynolds, Kate Hinchion, Andrew Simpkin, Margaret Scarry, Mary Bohan-Keane, Carol Goulding

Summary: This study used the FLI to estimate the prevalence of NAFLD in patients attending an Irish AMU and found that approximately 44.4% of patients were at high risk of NAFLD. Male sex and increasing age were associated with higher risk. FLI scores were associated with CAP scores but did not predict LSM levels.

EUROPEAN JOURNAL OF GASTROENTEROLOGY & HEPATOLOGY (2022)

Article Medicine, General & Internal

Sentiment analysis of user feedback on the HSE's Covid-19 contact tracing app

Kaavya Rekanar, Ian R. O'Keeffe, Sarah Buckley, Manzar Abbas, Sarah Beecham, Muslim Chochlov, Brian Fitzgerald, Liam Glynn, Kevin Johnson, John Laffey, Bairbre McNicholas, Bashar Nuseibeh, James O'Connell, Derek O'Keeffe, Mike O'Callaghan, Abdul Razzaq, Ita Richardson, Andrew Simpkin, Cristiano Storni, Damyanka Tsvyatkova, Jane Walsh, Thomas Welsh, Jim Buckley

Summary: Digital contact tracing is important in reducing the spread of Covid-19, but it requires high uptake and continued participation from the population. A manual analysis of user reviews of the Irish HSE Contact Tracker app found largely positive sentiment towards the app, with suggestions for improvements such as more targeted feedback on virus incidence and more proactive engagement features. Issues with android battery and backward compatibility with older iPhones were identified as impacting app uptake.

IRISH JOURNAL OF MEDICAL SCIENCE (2022)

Article Biochemistry & Molecular Biology

Updates to data versions and analytic methods influence the reproducibility of results from epigenome-wide association studies

Alexandre A. Lussier, Yiwen Zhu, Brooke J. Smith, Andrew J. Simpkin, Andrew D. A. C. Smith, Matthew J. Suderman, Esther Walton, Kerry J. Ressler, Erin C. Dunn

Summary: This study assessed the impact of different data and analytic versions on the results of epigenome-wide analyses. The findings showed that changes in data and analytic versions can lead to different associations at conventional p-value thresholds, especially in analyses of childhood adversity. However, the magnitude and direction of associations were generally consistent between versions, regardless of p-values. This highlights the importance of considering the magnitude and direction of associations for replication and stability.

EPIGENETICS (2022)

Article Public, Environmental & Occupational Health

A robust mean and variance test with application to high-dimensional phenotypes

James R. Staley, Frank Windmeijer, Matthew Suderman, Matthew S. Lyon, George Davey Smith, Kate Tilling

Summary: This passage discusses the importance of studying the variability of outcomes in addition to mean levels, suggesting that a joint test of mean and variability could provide more insights into biological mechanisms. The Brown-Forsythe test and JLSsc are identified as robust tests that can detect associations driven by factors beyond just the mean effect, offering potential improvements in high-dimensional phenotype studies.

EUROPEAN JOURNAL OF EPIDEMIOLOGY (2022)

Article Multidisciplinary Sciences

Human transgenerational observations of regular smoking before puberty on fat mass in grandchildren and great-grandchildren

Jean Golding, Steve Gregory, Kate Northstone, Marcus Pembrey, Sarah Watkins, Yasmin Iles-Caven, Matthew Suderman

Summary: Using data from ALSPAC, researchers found that paternal and maternal grandfathers who started smoking before puberty were associated with excess fat mass in their granddaughters and great-granddaughters, but not in their grandsons and great-grandsons. However, there were no similar associations with lean mass.

SCIENTIFIC REPORTS (2022)

Article Oncology

Epigenetic biomarkers of ageing are predictive of mortality risk in a longitudinal clinical cohort of individuals diagnosed with oropharyngeal cancer

Rhona A. Beynon, Suzanne M. Ingle, Ryan Langdon, Margaret May, Andy Ness, Richard M. Martin, Matthew Suderman, Kate Ingarfield, Riccardo E. Marioni, Daniel L. McCartney, Tim Waterboer, Michael Pawlita, Caroline Relton, George Davey Smith, Rebecca C. Richmond

Summary: In a clinical cohort of individuals with head and neck cancer, epigenetic markers of aging were found to enhance survival prediction, beyond established prognostic factors, suggesting potential utility in clinical and non-clinical contexts for treatment planning and patient stratification.

CLINICAL EPIGENETICS (2022)

Article Genetics & Heredity

Paternal grandmother's smoking in pregnancy is associated with extreme aversion to bitter taste in their grandchildren

Jean Golding, Marcus E. Pembrey, Steven Gregory, Matthew Suderman, Yasmin Iles-Caven, Kate Northstone

Summary: Although there are limited studies on the impact of environmental exposure on subsequent generations in humans, the Avon Longitudinal Study of Parents and Children (ALSPAC) has found associations between grandparental exposures and their grandchildren's development. The study shows that smoking during pregnancy by the paternal grandmother is more likely to result in extreme tasters in grandchildren, particularly granddaughters.

ENVIRONMENTAL EPIGENETICS (2022)

Article Biochemistry & Molecular Biology

Grandmaternal smoking during pregnancy is associated with differential DNA methylation in peripheral blood of their grandchildren

Sarah Holmes Watkins, Yasmin Iles-Caven, Marcus Pembrey, Jean Golding, Matthew Suderman

Summary: This study provides evidence that grandmaternal smoking during pregnancy is associated with altered DNA methylation in the offspring, with potentially transgenerational effects. These effects are often sex-specific and suggest a mechanism for the transmission of health outcomes through epigenetic means.

EUROPEAN JOURNAL OF HUMAN GENETICS (2022)

Article Biochemistry & Molecular Biology

The impact of low input DNA on the reliability of DNA methylation as measured by the Illumina Infinium MethylationEPIC BeadChip

Sarah Holmes Watkins, Karen Ho, Christian Testa, Louise Falk, Patrice Soule, Linda Nguyen, Sophie FitzGibbon, Catherine Slack, Jarvis T. Chen, George Davey Smith, Immaculata De Vivo, Andrew J. Simpkin, Kate Tilling, Pamela D. Waterman, Nancy Krieger, Matthew Suderman, Caroline Relton

Summary: This study aimed to assess the impact of DNA input on data quality when using the Illumina Infinium MethylationEPIC BeadChip for DNA methylation analysis. The study found that as DNA input decreased, data quality decreased and larger sample sizes were required to detect associations.

EPIGENETICS (2022)

Article Public, Environmental & Occupational Health

Use of Correct and Incorrect Methods of Accounting for Age in Studies of Epigenetic Accelerated Aging: Implications and Recommendations for Best Practices

Nancy Krieger, Jarvis T. Chen, Christian Testa, Ana Diez Roux, Kate Tilling, Sarah Watkins, Andrew J. Simpkin, Matthew Suderman, George Davey Smith, Immaculata De Vivo, Pamela D. Waterman, Caroline Relton

Summary: Motivated by a literature review, this study reports on the treatment of age in studies on social exposures and accelerated aging using epigenetic clocks. Among 50 reviewed articles, the majority used an incorrect method of analysis, while only 42% used correct methods. The study provides simulation and empirical analyses to illustrate the biases introduced by the incorrect method and recommends best practices.

AMERICAN JOURNAL OF EPIDEMIOLOGY (2023)

Article Endocrinology & Metabolism

Chromosome 18 loss of heterozygosity in small intestinal neuroendocrine tumours: Multi-omic and tumour composition analyses

Scott Waterfield, Paul Yousefi, Amy Webster, Caroline Relton, Chrissie Thirlwell, Matt Suderman

Summary: This study examines the genetic characteristics and clinical features of different subtypes of small intestinal neuroendocrine tumors (siNETs) and identifies potential genes and CD14 infiltration associated with the 18LOH subtype and poorer prognosis. The findings highlight the importance of the 18LOH subtype and provide potential clues about the underlying mechanisms.

NEUROENDOCRINOLOGY (2023)

Article Pediatrics

Mediators of the association between childhood body mass index and educational attainment: Analysis of a UK prospective cohort study

Kirsty Bowman, Tim Cadman, Ana Goncalves Soares, Oliver Robinson, Amanda Hughes, Jon Heron, Alexa Blair Segal, Maria Carmen Huerta, Laura D. Howe

Summary: This study examines the association between BMI and educational attainment and finds that in females, externalizing behaviors are a major mediator of the negative impact of BMI on educational achievement, while in males there is no significant mediation effect. Therefore, supporting behavioral problems may help improve the academic performance of overweight children.

PEDIATRIC OBESITY (2023)

Review Biochemistry & Molecular Biology

Epigenetic Mechanisms and Nephrotic Syndrome: A Systematic Review

Samantha Hayward, Kevon Parmesar, Gavin I. Welsh, Matthew Suderman, Moin A. Saleem

Summary: A small subset of people with nephrotic syndrome (NS) have genetically driven disease, while the mechanisms for the remaining majority are unknown. Epigenetic marks have potential as biomarkers and therapeutic targets. The majority of published human studies on epigenetic mechanisms in NS have examined micro-RNAs (miRNAs), and there are some promising concordant results. However, the study quality is low and larger clinical studies focusing on DNA methylation and histone modifications are needed to address this critical gap in the literature.

BIOMEDICINES (2023)

Article Toxicology

A history of asthma may be associated with grandparents' exposures to stress and cigarette smoking

Jean Golding, Holly Tunstall, Steve Gregory, Raquel Granell, James W. Dodd, Yasmin Iles-Caven, Sarah Watkins, Matthew Suderman

Summary: This study found associations between grandparental exposures during childhood and grandchildren's asthma outcomes, with the associations depending on the sex of the grandchildren and the sex of the grandparents involved.

FRONTIERS IN TOXICOLOGY (2023)

Review Engineering, Biomedical

Artificial Intelligence for Detecting COVID-19 With the Aid of Human Cough, Breathing and Speech Signals: Scoping Review

Mouzzam Husain, Andrew Simpkin, Claire Gibbons, Tanya Talkar, Daniel Low, Paolo Bonato, Satrajit S. Ghosh, Thomas Quatieri, Derek T. O'Keeffe

Summary: This article explores the use of Artificial Intelligence (AI) technology for COVID-19 detection using cough, breathing, and speech recordings. The study finds that these methods have the potential to be an effective approach in detecting diseases related to respiratory and neurophysiological changes in the human body.

IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY (2022)

暂无数据