{"id":190210,"date":"2017-04-30T21:58:50","date_gmt":"2017-05-01T01:58:50","guid":{"rendered":"http:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/big-data-hits-the-big-time-susan-redline-md-mph-sleep-review\/"},"modified":"2017-04-30T21:58:50","modified_gmt":"2017-05-01T01:58:50","slug":"big-data-hits-the-big-time-susan-redline-md-mph-sleep-review","status":"publish","type":"post","link":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/transhuman-news-blog\/gene-medicine\/big-data-hits-the-big-time-susan-redline-md-mph-sleep-review\/","title":{"rendered":"Big Data Hits the Big Time: Susan Redline, MD, MPH &#8211; Sleep Review"},"content":{"rendered":"<p><p>    By C.A. Wolski | Photography by Bryce Vickmark  <\/p>\n<p>    If the decades of research to which Susan Redline, MD, MPH, has    devoted her life has a recurring themeits making connections.  <\/p>\n<p>    Her training in pulmonology and public health and her work in    epidemiology were all about making connections. Her interest in    sleep medicine, awakened in the 1980s while doing research on    black lung disease at Ohios MetroHealth Medical Center and    learning about the advances in CPAP, was a natural segue for    someone who naturally made connections.  <\/p>\n<p>    There are so many crossovers, she observes. Sleep disorders    have numerous dimensionssocial, economic, health. Theres a    potential to impact and reflect so many processes.  <\/p>\n<p>    Redline, now a senior physician at Brigham and Womens Hospital    and the Peter C. Farrell Professor of Sleep Medicine at Harvard    Medical School, will be honored at SLEEP 2017 with the American    Academy of Sleep Medicines William C. Dement Award for her    research on the influence of genomics and the environment on    sleep apnea. The research by Redline, who is also now a senior    physician at Beth Israel Deaconess Medical Center, has spanned    decades making the connection between various environmental and    family factors and genetics with sleep disorders (particularly    sleep apnea) and their role in influencing susceptibility to a    wide range of health problems. Her work is being used by    physicians in other disciplines to understand how sleep apnea    may be a predictor of other health problems, such as heart    disease in women.  <\/p>\n<p>    Redlines initial research into sleep apneaa cohort she    recruited in the early 1990scontinues to serve at the heart of    her (and a growing number of her colleagues) research.  <\/p>\n<p>    In my early research at the Case Western Reserve University in    Cleveland, I started a family-based longitudinal cohort because    there was a dearth of information on risk factors and outcomes    of sleep disorders in the general population, she says. Sleep    apnea was more common than we thought, and I was finding there    were many intersections with social, environmental, and health    factors.  <\/p>\n<p>    This early research built on Redlines clinical and public    health training. The Cleveland Family Study looked at how    prevalent sleep disorders were, if they ran in families, and    what some of the factors werefrom air pollution to    geneticsthat influenced their development.  <\/p>\n<p>    Because of its large sampling, Redline and her team were able    to determine sleep apnea was more prevalent in African-American    children than white children. Of adults who had sleep apnea,    about 20% to 40% werent obese and the disorder affected both    men and women.  <\/p>\n<p>    Even more significant, thanks to Redlines forward thinking,    this research data continues to be as valuable today as it was    25-plus years ago. While there was little immediate value in    collecting DNA samples from participants, Redline collected and    stored it anyway. It was the early days of genetic research,    so there was limited enthusiasm for genetic analyses, she    says. There was no way we could have foreseen the ability of    using DNA to identify common and rare genetic variants and    change in gene structure that influence disease, as we are    today. Research has moved from descriptive epidemiology to    studies that integrate physiology and molecular and genetic    medicine.  <\/p>\n<p>    Today, researchers are using genetic data from the Cleveland    Family Study to further their own research, adding it to other    cohorts to improve statistical power. Now we have the level of    resolution to identify how variation in gene structure and    function influences many aspects of sleep apneasuch as    susceptibility to frequent apneas to degree of hypoxemia    experienced during sleep. Furthermore, by collaborating with    many others, we are preparing a foundation for sleep precision    health. This is an exciting direction that we hope will inform    how we can personalize diagnosis and treatment of sleep apnea,    she says.  <\/p>\n<p>    This has allowed for other intersections in Redlines research.    For instance, she has worked with circadian biologists who are    researching diabetes connection to melatonin receptor levels    and circadian rhythms and with psychiatrists who are    researching ways that disturbed sleep influences brain    function.  <\/p>\n<p>    Unsurprisingly, Redline is an advocate of the use of Big Data    in clinical research. Big Data for her can mean, simply, lots    of datasuch as the tens of thousands of research records she    has collected over many years of collaborating with large    cohort studies, including leading a national Sleep Reading    Center, and which she has aggregated in the National Sleep    Research Resource, a repository she developed to facilitate    large data collaborations. Or it can be what she calls high    dimensionality data, that is, data that is detailed, diverse,    and complex.  <\/p>\n<p>    Today, researchers need a wider range of dataenvironmental,    biological, geneticto make breakthroughs, according to    Redline. For her own research, this has motivated Redline to    work with more researchers.  <\/p>\n<p>    And she has seen data she has collected through her early    cohort studies and later collaborations with national cohorts    put to good use to help make further connections with sleep and    other health factors. Researchers are using these data to    query and reanalyze, generating new sources of Big Data, she    says.  <\/p>\n<p>    Redline adds that Big Data has created wonderful    opportunities to expand knowledge of sleep apnea    susceptibility. For instance, she has helped to make potential    breakthroughs in cardiology. Whats been exciting to us in our    cardiology study outcomes of sleep apnea patients with women is    discovering that older women with sleep apnea are at risk for    heart failure, likely due to susceptibility to cardiac ischemia    occurring with sleep apnea, she says, and that is opening the    way for more treatments.  <\/p>\n<p>    Redline also continues to examine both environmental and    socioeconomic issues related to sleep apnea. For example, shes    been doing research about sleep apnea and how its affecting    minority communities. She has been a leader in a large study of    sleep apnea in 16,000 Hispanic American individuals and is    actively working with low-income communities in Boston to    identify strategies for improving sleep in people at high risk    for sleep apnea and insomnia.  <\/p>\n<p>    She is also collaborating with pediatricians across the United    States to better understand how to treat children with sleep    disorders. Her studies have identified suboptimal responses to    tonsillectomy in African-American children. Redline has    hypothesized this could be due to environmental factors that    cause chronic inflammation and continuing symptoms and will    soon begin a study examining the specific household and    neighborhood triggers for airway inflammation.  <\/p>\n<p>    Again reflecting her public health background, Redline has gone    beyond the lab (or the computer screen) and engaged patients    directly via the Internet with the Sleep Apnea Patient-Centered    Outcomes Network (SAPCON). The patient-centered research    network went live in 2013. Its goal is to empower patients and    inform researchers to treat and research sleep.  <\/p>\n<p>    With the patient-centered network, I have seen really    involved, motivated patients who are breaking down the    stereotypes of what patients look like, and are eager to lend    new perspectives to efforts at improving sleep apnea    recognition and treatment, Redline says.  <\/p>\n<p>    Taken together, all of Redlines research has one ultimate    goal. I want to utilize rigorous data to help design    approaches for preventing sleep disorders and for improving the    treatment of all patients with sleep disorders, including those    from disadvantaged communities.  <\/p>\n<p>    Redlines own contribution to making an impact on sleep    medicine and medicine in general has been the involvement in    numerous large-scale research studies and authoring more than    400 peer-reviewed articles. But its not her own research she    is most proud of. Its the impact shes made on fellow    researchers.  <\/p>\n<p>    My proudest moments have been seeing junior colleagues and    trainees get excited about sleep, and get grants and succeed,    she says.  <\/p>\n<p>    For their part, junior colleagues and mentees agree that    Redline has been instrumental in their clinical and research    success both when they were starting out and through to today.  <\/p>\n<p>    Reena Mehra, MD, MS, FCCP, FAASM, director of sleep disorders    research, Neurologic Institute, and associate professor of    medicine at the Cleveland Clinic Lerner College of Medicine of    Case Western Reserve University, has known Redline for more    than 15 years, first working under her via a T32 NIH Training    Grant in Sleep Medicine Neurobiology and Epidemiology at Case    Western Reserve University. It was a transformative experience.  <\/p>\n<p>    Mehra says that Redline has provided me with the skill set in    sleep medicine epidemiology needed to develop a research career    in sleep medicine funded by the NIH and foundation grants. In    my early career, not only was she a mentor to me and others,    but very importantly she has been our sponsor by facilitating    national and international connections and collaborations. She    is truly an amazing role model for so many, and I am honored to    say that she has been a key, steadfast mentor in my career.  <\/p>\n<p>    Sanjay Patel, MD, MS, visiting professor of medicine, director    of the Sleep and Cardiovascular Outcomes Center, and the    medical director of the University of Pittsburgh Medical Center    (UPMC) Sleep Laboratory, credits his early and ongoing success    to Redline. Dr Redline has mentored me in epidemiologic sleep    research for over 15 years. I have learned how to design both    observational and interventional studies, collect high-quality    data, and use state-of-the-art analytic techniques to make    novel insights in sleep medicine, he says. She has pushed me    to think critically, to be open to completely new ideas and    hypotheses, and to build collaborations with experts in other    fields in order to move understanding of sleep medicine    forward. Although I now direct my own center, I still touch    base with Dr Redline regularly to pick her brain and get advice    and feedback.  <\/p>\n<p>    While Mehra and Patel were nurtured by Redline during their    early training, Neomi Shah, MD, met Redline when she was a    researcher at Albert Einstein College of Medicine in New York.    There Shah began her work on the connection of coronary artery    disease and sleep apnea, which is ongoing.  <\/p>\n<p>    Redline has been instrumental in helping not only junior    colleagues but women in particular, Shah says, and credits    Redline with helping to secure several foundation grants for    her sleep research. She has been monumental in my career,    Shah says. I didnt know her and she had no reason to help    promote me.  <\/p>\n<p>    Redline not only has influenced peers and those shes mentored,    but also has inspired her son who works helping the homeless    (and is not a sleep researcher). Her son suggested to his    superiors that they do research on sleep in transitional-age    homeless youth. He just picked up on my research and my    interest in public healththats made me very proud, Redline    says.  <\/p>\n<p>    Redline continues to be busy doing research. And that means    building another cohort. Shes currently setting up a research    group in urban Boston looking at sleep apnea in a low-income    minority community. She is also continuing her research into    the connection between heart disease and sleep disorders and    hopes to test new interventions to reduce heart disease in    sleep apnea patients.  <\/p>\n<p>    While Redline sees the interest in sleep by the public and    media encouraging, she also observes that in terms of personal    behavior many Americans dont make sleep a priority. It also    concerns her that many patients are still underdiagnosed.  <\/p>\n<p>    We need to improve efficiency in diagnosis; 80% of sleep    disorders are undiagnosed in the general population, she says.    For Chinese and Hispanic communities, its about 90%.  <\/p>\n<p>    The good news for sleep medicine is that CPAP has become one of    the most effective ways to treat sleep apnea, but it isnt a    panacea. Many patients arent adherent to it, because they need    better education or they need different therapies, says    Redline.  <\/p>\n<p>    While this is a challenge, Redlines research is making an    impact and will continue likely making the connections that    have been the hallmark of her career, improving sleep health    and health in general. With all of her relentless research, she    admits, It seems like I never catch my breath and there are    more questions than answers.  <\/p>\n<p>    While writing his profile on Susan Redlines research for Sleep    Review, C.A. Wolski was inspired to make connections throughout    his daily life, including his own sleep habits and his    day-to-day health and moodhis wife was grateful.  <\/p>\n<p><!-- Auto Generated --><\/p>\n<p>Visit link:<br \/>\n<a target=\"_blank\" href=\"http:\/\/www.sleepreviewmag.com\/2017\/04\/big-data-susan-redline-md\/\" title=\"Big Data Hits the Big Time: Susan Redline, MD, MPH - Sleep Review\">Big Data Hits the Big Time: Susan Redline, MD, MPH - Sleep Review<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p> By C.A. Wolski | Photography by Bryce Vickmark If the decades of research to which Susan Redline, MD, MPH, has devoted her life has a recurring themeits making connections.  <a href=\"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/transhuman-news-blog\/gene-medicine\/big-data-hits-the-big-time-susan-redline-md-mph-sleep-review\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21],"tags":[],"class_list":["post-190210","post","type-post","status-publish","format-standard","hentry","category-gene-medicine"],"_links":{"self":[{"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/posts\/190210"}],"collection":[{"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/comments?post=190210"}],"version-history":[{"count":0,"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/posts\/190210\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/media?parent=190210"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/categories?post=190210"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euvolution.com\/prometheism-transhumanism-posthumanism\/wp-json\/wp\/v2\/tags?post=190210"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}