{"id":1028693,"date":"2024-06-14T02:47:23","date_gmt":"2024-06-14T06:47:23","guid":{"rendered":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/uncategorized\/astronaut-omics-and-the-impact-of-space-on-the-human-body-at-scale-nature-com.php"},"modified":"2024-06-14T02:47:23","modified_gmt":"2024-06-14T06:47:23","slug":"astronaut-omics-and-the-impact-of-space-on-the-human-body-at-scale-nature-com","status":"publish","type":"post","link":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/space-flight\/astronaut-omics-and-the-impact-of-space-on-the-human-body-at-scale-nature-com.php","title":{"rendered":"Astronaut omics and the impact of space on the human body at scale &#8211; Nature.com"},"content":{"rendered":"<p><p>    Humanity may be on the brink of establishing a new era of    interplanetary space exploration that would witness crewed    missions beyond low-Earth orbit (LEO) and a growing commercial    spaceflight sector that would prompt a wider health range of    individuals entering space compared to the selective cohorts of    distinctively fit professional astronauts from previous    generations. Numerous space organizations across the globe    openly aspire toward landing humans on Mars in the coming    decades, underscoring an overall international interest in what    may be the next stage of human space exploration. Prominent    examples include the SpaceX Mars program striving to initiate    the first crewed Mars spaceflights in the late 2020s; the    state-owned China Academy of Launch Vehicle Technology    announcing the countrys goals to place humans on Mars in 2033;    NASA (National Aeronautics and Space Administration, the United    States space agency) issuing the Authorization Act of 2017,    which declares objectives to send humanity to Mars in the early    2030s; Roscosmos (the Russian space agency) publishing aims to    send humans to Mars in the early 2040s; and the United Arab    Emirates publishing the Mars 2117 Project, which outlines a    one-hundred-year plan to construct habitable communities for    humans on Mars. Thus, there is a motive for scientists across    the world to study how the human body responds to spaceflight    and to develop countermeasures that improve the health and    safety of crewed interplanetary missions.  <\/p>\n<p>    Since the inception of human spaceflight, the duration that    astronauts spend in space each mission has increased over time    (Fig.1A). Despite this, to    date, only eleven individuals have resided in space for more    than 300 consecutive days. Pioneering crewed missions to Mars    would see humans embarking through space for even longer    consecutive periods of time and in radiation environments for    which there is limited knowledge about the impact on human    physiology, warranting improvements in the autonomous space    telehealth field. The risk of an emergency medical occurrence    during space missions has previously been estimated at    approximately 0.06 per person-year, which roughly equates to    one event every 2.4 years for a crew of    seven1. Multiyear    planetary missions would prevent resupply and medical    evacuation options and hence would require fully autonomous    telehealth and triage protocols.  <\/p>\n<p>            A Violin plots showing the average time a given            astronaut spends in space per mission (calculated as            total time in space divided by number of missions)            compared to the decade the astronaut first went into            space. Astronauts are colored by the number of missions            they have been on, and shapes represent astronaut sex            (females are triangles and males are circles). The            average time spent in space ranged from minutes to one            month in the 1960s, and from one day to under six            months in the 1970s. In the 1980s through 2000s, the            majority of astronauts spent an average of between one            week and one month in space per mission, but many            astronauts spent more than three months in space.            Subsequently, in the 2010s, the majority of astronauts            spent an average of over three months in space per            mission, whereas in the early 2020s, there was the            widest distribution of average time in space, ranging            from ten minutes to six months. B The number of            astronauts who have been in space by nationality. Bar            plot shows the number of astronauts by the year of            their first mission whereas the pie chart shows the            percentage of each nations contribution. Nations with            only one astronaut to ever go to space are colored            green (4%), nations with only between two and five            astronauts to go to space are colored lime green (3%),            and astronauts with multiple nationalities are colored            yellow (1%). Data was scraped from supercluster.com on            September 20th, 2021. Only astronauts who spent time in            space and crossed the Krmn line are displayed.          <\/p>\n<p>    Various applications of artificial intelligence and molecular    omics could likely advance the spaceflight telehealth field.    Omics technologies allow for the quantification of large pools    of biomolecules that influence the integrity and function of    biology. Exploratory and untargeted omics techniques can    measure analytes that are not predetermined. These studies can    identify patterns of variance, which can generate new    hypotheses. Additionally, integrating omics with metadata,    including environmental and phenotypic measures, enhances the    ability to establish robust links between environmental    influences, omic variations, and phenotypic    outcomes2. The NASA Twins    Study integrated various omics platforms, including    transcriptomics, epigenomics, metabolomics, and metagenomics,    and highlighted omics as a potential biomedical research    platform that may one day translate into the development of    precision spaceflight healthcare3. The ambitious    project discovered more than 8600 differentially expressed    genes (DEGs) between an astronaut who resided for almost one    year on the International Space Station (ISS) and their    identical twin who resided on Earth; it is possible that any    permutation of the DEG list could uncover biochemical pathways    that hold keys to the development of therapeutic supplements    and lifestyle recommendations that better protect health in    space3,4. In this paper,    we will consider how the dawn of diversified human exploration    of deeper space may benefit from sophisticated advances in    spaceflight nutrition and health that may be met in part with    the addition of routine standardized omics.  <\/p>\n<p>    Space omics efforts are now underway in multiple regions. In    Japan, the Living in Space Grant-in-Aid for Scientific    Research (KAKENHI) program uncovers biological responses to the    space environment at various levels, ranging from environmental    microbiomes to stress responses in humans, using omics    technologies. In Europe, the Space Omics Topical Team (TT)    supports and generates omics approaches to space    biology5, and there are    visible efforts to promote further development of space omics    research among ESA and ESA state members6. In the United    States, examples of space omics-related campaigns include the    Precision Health Initiative and Systems Biology Translational    Project through the NASA Human Research Program (HRP) and the    Complement of Integrated Protocols for Human Exploration    Research (CIPHER) project (Human Research Program Update, WH    Paloski, Committee on Biological and Physical Sciences in Space    (CBPSS) Virtual Fall Committee Meeting). The NASA GeneLab    initiative provides an open access, collaborative analysis    platform for space omics data collected across the world and    unites international efforts through analysis working    groups7. Canada operates    terrestrial platforms to analyze human omics linked with    biomedical data8, and the Canadian    Space Agency (CSA) has announced plans for national space omics    research, in addition to already participating in international    space omics projects. China and Russia are also publishing    human space omics research9,10.  <\/p>\n<p>    Humans in spaceflight historically represented nations like the    United Socialist Soviet Republic and the United States to a    large degree (Fig.1B). After the first    couple of decades of human spaceflight, nations like Canada,    China, France, Germany, Italy, Japan, and Russia have also been    represented to a moderate degree (Fig.1B). Individuals who    have entered space now represent, even if in smaller numbers,    more than thirty other nations: Afghanistan, Antigua and    Barbuda, Australia, Austria, Belgium, Brazil, Bulgaria, Cuba,    Czechoslovakia, Denmark, Egypt, Hungary, India, Iran, Israel,    Kazakhstan, Malaysia, Mexico, Mongolia, Netherlands, Pakistan,    Poland, Portugal, Romania, Saudi Arabia, Slovakia, South    Africa, South Korea, Spain, Sweden, Switzerland, Syria,    Ukraine, United Arab Emirates, United Kingdom, and Vietnam.  <\/p>\n<p>    The Artemis program plans to soon reestablish a human presence    on the Moon, for the first time in five decades, and construct    a permanent lunar base to facilitate the future of human    missions to Mars. Led by NASA and partner agencies JAXA, ESA,    and CSA, the Artemis program includes signatories from about    thirty countries and territories, reflecting on the theme of a    more global human presence in space. Indeed, crewed missions to    Mars would motivate philosophical thinking about humanitys    place in the universe, common to all humans. Many people    believe such missions will only be enabled by worldwide    collaboration due to the involvement of multiple countries and    international organizations, the implications for many people    across Earth, the sheer engineering demands, and the increasing    global representation of space explorers11. Upcoming    planetary missions will likely be multinational efforts,    underscoring the need for global collaboration in regard to the    science, culture, and ethics behind space exploration. A new    age of human space omics may likewise require international    input due to both the various cultural aspects and the added    technological, ethical, and philosophical complexities of    working with human subjects.  <\/p>\n<p>    International Standards for Space Omics Processing (ISSOP)    represents an international consortium of space omics    scientists who formed after recognizing the need for standard    guidelines in the emerging spaceflight omics discipline. ISSOP    includes scientists with expertise across the full range of    omics approaches who receive funding from academia, industry,    and government agencies across a wide array of regions,    including Japan, India, the Middle East, Canada, Europe,    Russia, and the United States. By promoting communication    exchange in the space omics discipline, ISSOP may be uniquely    positioned to support the development of an informed framework    early on that can help maximize scientific discovery and    minimize ethical problems for an upcoming era of human space    omics.  <\/p>\n<p>    In this paper, we consider how a future of precision space    healthcare could improve the safety of human health during    long-term spaceflight. We then discuss how careful    standardization of space omics data is one component that may    help implement this goal. To this end, we propose the    development of a human cell atlas under spaceflight    environmental conditions that could assist as an openly    available, global resource for foundational space life science    research. We then consider the complex ethical, cultural, and    legal challenges intrinsic to the general discipline of human    space omics, and how philosophical frameworks would likely need    to be established with perspectives from international    ethicists.  <\/p>\n<p>    In the coming years, the spaceflight field will likely observe    diversification of the flying population, extended mission    durations, and exposure to harsher radiation beyond LEO. These    factors motivate an upgraded space healthcare model where    nutritional, supplemental, and pharmaceutical decisions could    be tailored to multiple characteristics12,13. On Earth, there    are already applications of precision health, where healthcare    is informed based on omics, environmental, and lifestyle    factors14. It seems    probable that as connections between omics and spaceflight    health ailments are slowly elucidated, similar approaches could    be implemented in space. The purpose of customizing spaceflight    healthcare would not be to reduce spaceflight participation,    but to promote the health of increasingly diverse participation    that better reflects the sustained presence of the full    inclusive range of humanity in space one day13.  <\/p>\n<p>    Countermeasure protocols for space missions can consist of    evidence-based nutritional supplements, exercise regimes,    stress-relieving techniques, and pharmacological    interventions15. Moving forward,    crew profiles could potentially improve medical risk assessment    and countermeasures; optimize medical and nutritional payloads;    increase crew safety and efficiency; and maximize the    likelihood of mission success. In the next section, we will    explore examples of how astronaut health and performance can be    impacted by omic differences related to the metabolism of    drugs, micronutrients, and macronutrients. We focus on    metabolism because changes in mitochondria, the key hub of    metabolism, are a fundamental biological feature of    spaceflight16.  <\/p>\n<p>    We note that the provocative nature of the spaceflight    environment may induce a large number of physiological and    molecular changes on rapid time scales that may not necessarily    be of health-related importance. As a result, scientists must    cautiously avoid overassociating spaceflight omics changes with    clinical meanings. Indeed, most human gene association studies    on Earth are associative with many genome-wide association    studies (GWAS) providing initial results that failed to hold up    upon further testing. The risk of overinterpretation is    particularly relevant in the field of human space omics given    the small sample sizes and the small number of    studies3; the difficulty    of securing suitable ground controls, both in omics and    environment3,17; and the long    number of years required to replicate findings. These problems    are further amplified when studying the long-term effects of    spaceflight outside of LEO. We emphasize that the following    section mostly presents early evidence and even contradictions    due to the current limitations of the human space omics field,    and that much more work would be needed in the coming decades    to assess the validity of the below preliminary findings and    interpretations.  <\/p>\n<p>    Medical kits onboard the ISS contain pharmaceuticals to cover    various medical events and emergencies, including injuries,    illnesses, infections, sleep disruptions, motion sickness, and    cognitive and behavioral health conditions18. Documentation    of medication usage has not been consistent, but studies    suggest about 94% of crew members used medications at least    once during space shuttle missions19. Despite the    common use of medications to manage health concerns on orbit,    few studies have explored how to refine pharmaceutical    applications in the unique environment of space. Preliminary    evidence suggests that spaceflight may introduce impurity    products, alter the physical appearance, and quicken the    degradation of certain drugs before their expiration    dates20,21. Although these    investigations have been severely limited without adequate    ground controls, they have underlined the need to verify if any    spaceflight factors may affect pharmacokinetic and    pharmacodynamic parameters that determine the pharmaceutical    safety and efficacy, and the mechanisms responsible for these    effects22,23. These factors    might include the space environment itself (such as chronic    low-dose radiation) and\/or confounding extraneous factors (such    as temperature, humidity, and dosage repackaging commonly used    to meet the limited volume constraints on space    vehicles)18,22,24.  <\/p>\n<p>    Thorough metadata tabulation could eventually help unravel not    only how to preserve drugs in space, but also how to better    understand precision responses to such drugs. A recent    pharmacogenetics study by the ESA demonstrated that allelic    variation may influence the safety and effectiveness of how    individual crew members metabolize drugs on the ISS.    Researchers examined the 78 standard drugs permanently    available on the ISS and found that the metabolism of 24 of    them was significantly affected by individual variants in    genetic polymorphism enzymes25. This discovery    suggested that almost one-third of drugs on the ISS may warrant    personal dose adjustments or alternative therapies for crew    members who have allelic predispositions that can render them    anywhere from poor metabolizers (with decreased drug clearance,    increased plasma drug levels, and potential adverse drug    response) to ultra-rapid metabolizers (with increased drug    clearance, decreased plasma drug levels, and potential    ineffective drug response). Populations throughout the world    can have different frequencies of genetic polymorphism enzymes    that affect drug metabolisms26; thus,    pharmacogenetic screening of consenting astronauts from diverse    backgrounds could better ensure equal    representation27.  <\/p>\n<p>    Personal astronaut drug-metabolism profiles could be generated    based on the two reaction phases of drug biotransformation. The    first drug biotransformation reaction produces a more    water-soluble and less active metabolite usually through the    hydroxylating enzyme superfamily known as Cytochrome P450    (CYP450). This enzyme superfamily is believed to account for    75% of total drug metabolism28. Indeed, CYPs    have recently been suggested to be altered in flight due to    alterations in insulin and estrogen    signaling29. Several CYP450    genes are highly polymorphic, producing enzyme variants that    cause variability in drug-metabolizing effects between groups.    During mission planning, CYP450 genetic variant profiles for    consenting astronauts could be generated and cross-referenced    with mission drug lists to prevent scenarios in which crew    members would otherwise metabolize drugs in harmful or    inefficient ways13. The second drug    biotransformation is usually a conjugation reaction wherein a    small molecule binds to the drug metabolite and increases its    solubility for excretion. For this situation, consenting    astronauts could assess their pre-mission status of all    nutrient cofactors and conjugation agents (such as glutathione,    glycine, cysteine, arginine, and taurine) to inform their    optimum conditions13.  <\/p>\n<p>    One concrete example of how CYP allelic variants could inform    treatments during space exploration relates to acute radiation    sickness (ARS)30. ARS is an    accepted risk on orbit, and common medications to treat its    primary symptoms of nausea and vomiting include ondansetron and    granisetron, which are both metabolized differently in the    liver based on individual CYP genetic polymorphisms.    Specifically, the CYP2D6 enzyme metabolizes ondansetron, and,    hence, groups who are ultra-rapid metabolizers of the CYP2D6    pathway have a higher risk of still vomiting within one day of    radiotherapy with ondansetron31. These groups    may benefit from treating ARS with granisetron, which is    instead metabolized by the CYP3A enzyme31. Another example    of how CYP allelic variants could inform spaceflight therapies    based on personal predispositions relates to sleep drugs, which    are commonly used by crew. In fact, 78% of shuttle crew    reported taking zolpidem and zaleplon, powerful sleep pills,    for more than half of the nights of their    missions32. CYP3A    polymorphisms are known to affect zolpidem    metabolism33, but not    zaleplon metabolism25, and astronauts    could use this knowledge to more safely tailor their    sleep-related treatments.  <\/p>\n<p>    It may also be meaningful to investigate optimal doses of    medications that are more tailored to the demanding lifestyles    of astronauts. For example, unlike many individuals on Earth,    astronauts on the ISS are occasionally awakened by alarms    during scheduled sleeping shifts in order to perform emergency    tasks that require effective cognitive and psychomotor    capabilities34. A study at NASA    Johnson Space Center found that subjects who consumed a higher    dose of zolpidem before sleep experienced significantly reduced    cognitive and psychomotor performance during emergency    awakenings; however, they found no similar impairments in    subjects who consumed the lower dose of zolpidem, the dose of    zaleplon, or the placebo before sleep onset34. Hence, even    though the approved doses of zolpidem and zaleplon may be fit    for most terrestrial applications, the unique duties during    spaceflight may warrant adjusted recommended dosages of these,    and possibly other, approved medications.  <\/p>\n<p>    Even the metabolism of medications may be altered in    spaceflight compared to on Earth. The kidneys, which play a    major role in drug excretion, may reduce urine output during    weightlessness35. The liver,    which is the main organ that metabolizes drugs and xenobiotics,    may also behave differently between terrestrial and spaceflight    conditions, although results have been conflicting: While some    studies have reported an increase in hepatic blood flow and    size during spaceflight36, other studies    have suggested a decrease in hepatic metabolism in space, which    may roughly correspond to a decrease in hepatic blood flow due    to the hypovolemia that occurs on orbit37. Clear    elucidation of potential differences between drug metabolism in    terrestrial versus orbital conditions will require further    investigation, and any reliable findings could eventually be    integrated for improved aerospace healthcare    recommendations27.  <\/p>\n<p>    Recent studies are elucidating tentative relationships between    omics and micronutrient intake that may link to adverse health    events in space. One key example of this is one-carbon    metabolism, which involves the transfer of methyl groups from    donors (such as folate, B12, choline, and betaine). We note    that many of the donors are essential inputs that must be    obtained from the diet. The enzymes that regulate one-carbon    metabolism are produced from highly polymorphic    methyltransferase genes; any possible ramifications for human    spaceflight are only recently unfolding13.  <\/p>\n<p>    As an example, spaceflight-associated neuro-ocular syndrome    (SANS) is a unique and distinctive clinical manifestation. It    includes optic disk edema (swelling), choroidal folds, and    focal areas of ischemic retina (cotton wool spots). This    disease is believed to present in over 20% of astronauts both    during and after short and long duration    spaceflight38. With no known    terrestrial analogue, evidence-based countermeasures are only    recently emerging; these include lower body negative pressure    and nutritional supplementation39, the latter of    which could be further refined through omics studies. Indeed,    one research group examined 49 astronauts and discovered that    common variations in one-carbon metabolism genes, combined with    lower levels of vitamins B2, B6, and B9, appeared to be    associated with SANS40,41.  <\/p>\n<p>    In addition to poor neuro-ocular health, disordered one-carbon    metabolism may play a role in bone fragility (with increased    osteoclast activation and decreased osteoblast    activity)13, hypertension    (with increased intraocular pressure)42, and chromosome    instability (with concurring folate deficiency increasing    defective DNA repair)43. It is    indicative that this single metabolic property may have    wide-ranging impacts on some of the more perplexing health    complications known to occur during    spaceflight13. For these    reasons, one-carbon metabolism is an example candidate for    deeper research into a future precision space medicine    approach.  <\/p>\n<p>    There is likewise preliminary evidence that prolonged radiation    exposure may interact with genetic polymorphisms that alter    micronutrient metabolism, predisposing to disease in space. For    example, there is precursory evidence suggesting that the space    environment partially contributes to altered iron metabolism in    astronauts44. Iron overload    is believed to occur more often in individuals with allelic    variants for hemochromatosis (HFE)45. Simultaneously,    urinary magnesium (Mg) levels are reported to decrease during    space missions, with a slight majority of post-spaceflight    astronauts presenting with levels below minimum clinical    guidelines46. Taken together,    these provisional observations suggest that astronauts with HFE    allelic variants may develop unusually high levels of iron when    exposed to the space environment, which may induce oxidative    stress and unstable DNA47. Given that Mg    repairs DNA damage48, further    research may be justified to examine whether convergent Mg    deficiencies could complete a dangerous aggregation of risk    events in a subset of astronauts who are susceptible to this    array of environment, omics, and dietary intake    parameters13. DNA stability    is a leading human safety concern in space and hence it seems    meaningful to investigate whether consenting individuals can    benefit from optimizing any essential dietary inputs with    relevance to DNA repair before, during, and after spaceflight    based on precision risk profiles.  <\/p>\n<p>    The supplementation of Vitamin D, another important    micronutrient, is regularly integrated into spaceflight    nutrition programs49. While Vitamin D    is well-known for its influence on bone production, it impacts    several more biological processes, including immune system    modulation. Its effect on immunity seems to be mediated by the    Vitamin D receptor (VDR), expressed by antigen-presenting cells    and activated T cells50. Conversely,    Vitamin D and VDR are necessary to maintain a healthy number of    regulatory T cells51. Allelic    variants of the VDR gene appear to be associated with    better response to Vitamin D supplementation52, and allelic    variants of genes (such as 7-Dehydrocholesterol    reductase (DHCR7), a gene related to sterol    metabolism) are believed to be related to improved Vitamin D    metabolism and insulin resistance53. Therefore, poor    Vitamin D status and metabolism of individuals during space    missions, which already have inherent stressful elements, might    negatively affect the immune systems of astronauts, and this    could potentially be mitigated through precision omics    profiles.  <\/p>\n<p>    Differences in macronutrient consumption needs have been linked    to variants in genes, such as the Retinoic acid receptor    beta (RARB) gene, the DNA damage-regulated    autophagy modulator 1 (DRAM1) gene, and the Fat    mass and obesity-associated (FTO)    gene54,55. Altogether,    these variants appear to be associated with body composition,    fat distribution, and obesity risk in relation to carbohydrate,    lipid, and protein intake54,55. Initial studies    have suggested that endocrine changes linked to spaceflight    modify metabolism and strengthen its association with    alterations in astronaut body composition and nutritional    intake needs56. It may be    possible that long-duration space voyages could exacerbate    dietary deficits. The nutritional condition of astronauts    appears to be affected by metabolic stress, changing gut flora,    altered feeding behavior, vitamin insufficiency, and    electrolyte imbalance57. Maintaining    energy balance in space missions will likely be critical for    maintaining body fat muscle homeostasis58.  <\/p>\n<p>    These early findings imply a possibility that prolonged space    exposure and dietary deficits may interact with genetic    polymorphisms in a subset of astronauts to promote unusual    pathologies that could be prevented by better nutritional    information and health plans based on thorough research in the    spaceflight omics discipline. It may hence be valuable to    properly investigate and characterize any relationships between    micronutrients, macronutrients, pharmaceuticals, omics, and    various spaceflight environmental factors. These relationships    are complex and underline the critical usefulness for rigorous    standardization of space omics data and metadata so that    meta-analyses may one day disentangle more confidently which    factors are linked to preventable diseases at both the group    and individual levels during spaceflight.  <\/p>\n<p>    Standardization of space omics data and metadata would be an    important component of a successful human space omics    discipline. JAXA is currently conducting human liquid biopsy    studies on the ISS. The main purpose of the studies is to    investigate how the space environment affects humans at the    tissue level. Besides fat and skin samples, which can be risky,    whole-body solid tissue biopsies cannot typically be conducted    in humans in space. As a result, the project proposes to    perform minimally invasive liquid biopsies in astronauts.    Liquid biopsies can detect cell-free components (microRNA, RNA,    DNA, and extracellular vesicles) in the blood and scientists    can estimate which tissues the cell components are derived    from, allowing for full-body monitoring of omics responses.    While solid biopsies only reflect a single time point of a    single site on a single tissue, liquid biopsies can allow for a    less invasive assessment of extracellular DNA and RNA in the    plasma, which can represent molecular responses of the internal    tissues in the body and can be obtained at repeated timepoints.    The project proposes to collect astronaut blood samples at    multiple time points before, during, and after living on the    ISS. Murine and human plasma samples may be processed using the    same processing protocol, thereby allowing for direct    comparison of human and veterinary patients in a minimally    invasive fashion for both species. These unique data    collections are expected to enable cross-species integrative    data analysis of space environment effects on mammals in a    manner that is less technically and ethically complex than    previous methods.  <\/p>\n<p>    Moving forward, the majority of sampling on astronauts would    likely consist of liquid biopsy approaches and other    non-invasive and minimally invasive procedures. Traditional    tissue biopsies carry a risk of infection and localized pain    which could compromise astronaut health and performance in    physical tasks such as spacewalks. Furthermore, less invasive    sampling methods are often quick to perform and do not require    significant recovery periods between samples, which can allow    for more frequent sampling and thus greater temporal resolution    of omic changes throughout missions. The feasibility of orbital    sampling and readout can be explored for various biological    sources, such as saliva, sweat, tears, urine, and nasal    discharge, some of which have been reviewed in the context of    human spaceflight elsewhere59. An increase in    capabilities for inflight omic processing and readout could    also enable inflight interventions to maintain health, such as    nutritional supplements based on gene regulatory changes    related to metabolism of specific vitamins.  <\/p>\n<p>    New metadata normalization is another example of a rising    standardization challenge that comes with the arrival of human    space omics projects. Some key metadata parameters that should    be collected from humans include environment, diet, nutrition,    psychosocial dynamics, lifestyle, medical history,    anthropometrics, and phenotypes13. Many of these    metadata parameters have not been necessarily collected in    space and hence have no standardization methods. For instance,    wearable technology could be implemented to provide metadata of    astronaut health, similar to fitness trackers that have been    successfully used on Earth to measure various medical    parameters, including increased insulin resistance, which has    also been observed in spaceflight60,61. At the same    time, metadata can be misused to identify individual    astronauts, an ethical problem that, unlike in model organism    studies, has to be addressed. With a mission to continuously    improve recommended metadata normalization protocols for space    omics data, ISSOP may help spark discussions needed to resolve    some of these challenges.  <\/p>\n<p>    In addition to best efforts to standardize space omics    studies62, increased    resolution may help interpret allelic variants associated with    disease risks by more precisely pinpointing cell types and    states involved in biology. Achieving this goal relates back to    our project exploring an example set of alleles that are    putatively linked to protective mechanisms, and their    implications for therapeutic compound discovery and improved    spaceflight nutrition and lifestyle    recommendations63. As described    next, extending standardized approaches toward space omics data    that is higher in resolution could enable the generation of    cell space atlases, which could further push forward a    developing field of precision space healthcare.  <\/p>\n<p>    To date, bulk transcriptomic technologies, such as    RNA-sequencing (RNA-seq) and microarrays, have mostly been used    to understand how spaceflight impacts physiology. These    approaches have characterized physiology at the tissue level,    composed of billions of diverse cells, rather than at the    individual cell level. However, to obtain a thorough    understanding of the complex dynamics that spaceflight causes    in humans, there is a need to increase the analysis resolution    level. IntheSpace Omics and Medical Atlas (SOMA),    researchers recently collected high-resolution omics data from    commercial astronauts during the Inspiration4 mission; the    project included multi-omics spatial mapping, single-nucleus    RNA-seq (snRNA-seq), single-cell RNA-seq (scRNA-seq), and    single-cell Assay for Transposase-Accessible Chromatin    sequencing (scATAC-seq). Civilian missions may greatly    contribute to advancing the spaceflight omics field, given that    many commercial spaceflight participants have expressed    voluntary interest in participating in space biomedical    research and sharing data for biobanks and scientific    publication64,65. These    technological advances have created an unprecedented    opportunity for in-depth molecular studies in space biology in    the short- and middle-term future.  <\/p>\n<p>    In recent years, researchers on Earth have used high-resolution    omics to create a plant cell atlas (PCA)66, mouse cell    atlas (MCA)67, and human cell    atlas (HCA)68. These    initiatives aim to construct thorough spatial maps of all cells    in organisms as references for research, diagnosis, monitoring,    and treatment of disease69, and assist in    the development of better therapies. Contemporary routine blood    tests that provide rough counts of white and red blood cells    could become acutely more informative if cell types and states    can be discerned with finer granularity. This could lead to    improved diagnostic tests that detect infections before    clinical symptoms are present, representing a shift from    reactionary treatment of health issues towards a preventative    approach69.  <\/p>\n<p>    As society becomes increasingly spacefaring, one can envision    the development of parallel initiatives to the PCA, MCA, and    HCA that are specific to the space environment    (Fig.2). A plant, mouse, and    human cell space atlas (PCSA, MCSA, and HCSA) could improve our    understanding of how each system responds to spaceflight and    hence enhance health monitoring capabilities during prolonged    space missions. Having access to the different changes    occurring at the spatial cell type level in key organs between    ground control and flight conditions would allow researchers to    better understand how cell-cell interactions are altered by    spaceflight70,71,72.  <\/p>\n<p>            Multi-omic experiments, whether on Earth or in space,            have a number of complexities when designing and            comparing results to other published work. Namely,            there are numerous models which could be leveraged to            investigate the molecular (omic) changes in different            organ systems using different technologies, which can            then be processed and analyzed in numerous ways.            Further, experiments conducted in space may be more            influenced by environmental factors that are either            regulated within the craft (such as oxygen) or not            (such as radiation). These environmental factors are            crucial to understanding results and can drastically            vary by experiment. Given these complexities,            understanding the environmental factors during a            mission and the exact experimental design (including            acquiring and analyzing the data), and standardizing            them across agencies will be crucial to the development            of aerospace multi omic analyses. Further, given the            overall cost of these experiments as well as the            limited resources to conduct them, this centralized and            normalized database, which is accessible to other            scientists, can assist our understanding of spaceflight            risks, their counter measurements, and monitoring.          <\/p>\n<p>    These insights could therefore lead to a more detailed    comprehension of how various botanical organisms, veterinarian    patients, and human patients respond to spaceflight in order to    design new and substantially more precise treatments as    countermeasures for health in space. The cell space atlases    could serve as openly available international resources    developed at the start of the human space omics era that span    multiple generations to come, not only to characterize cellular    responses to spaceflight but also to investigate how cell    cross-talk is altered when the system is exposed to extreme    environmental conditions like space.  <\/p>\n<p>    Human and model organism cell space atlases could be    constructed in a minimally invasive manner, using in vitro and    ex vivo technologies. For example, tissue chips (organs on    chips) could be viable options for high-resolution space omics    studies73. In the past    several years, a series of experiments have tested tissue chips    on the ISS through the Tissue Chips in Space initiative, which    is a partnership between the ISS National Lab and the National    Center for Advancing Translational Sciences (NCATS) at the    National Institutes for Health (NIH)74. Tissue chips    are composed of human cells grown on artificial 3D scaffolds to    model the structure and function of human tissues, allowing    researchers to assess how major organs and systems in the human    body respond to the extreme environment of space. Real human    tissues can also be studied in spaceflight following protocols    similar to the Suture in Space initiative, where living tissue    from biopsies are extracted and sutured together to serve as    models to better understand physiological mechanisms in space,    including wound repair and regeneration27. Engineers have    already developed miniaturized equipment and automation    procedures for tissue chips to be employed in low capacity    during flight missions. ESA plans to develop a 3D bioprinter    for the ISS that could generate human tissue constructs in    microgravity to study the complexity of cellular component    responses to the space environment27. In addition to    their role in potentially developing cell space atlases,    personalized chips and tissues could also be exposed to extreme    environments before missions to assess individual risks, and    then could be placed on spaceflight to monitor health changes    and test prospective countermeasures.  <\/p>\n<p>    We note that the omics methods used to construct cell space    atlases may depend on whether sample processing occurs during    spaceflight and\/or back in terrestrial labs. For example,    scRNA-seq approaches require fresh material, whereas snRNA-seq    approaches can use frozen samples75. Spaceflight    restrictions may also limit omics approaches: For instance,    methods may initially be proteomics-based on orbit to    successfully accommodate compact equipment that can operate at    low power13. This could    potentially lead to the generation of a human protein space    atlas that integrates spatial mapping of human proteomics into    atlas efforts, paralleling the Human Protein Atlas project    already initiated in terrestrial healthcare76.  <\/p>\n<p>    Overcoming these technical boundaries and optimizing the    quality of these technically novel datasets would require input    from experienced omics scientists with extensive knowledge    about spaceflight biology. ISSOP is composed of members with    stated missions to routinely update recommended sample    processing guidelines for space omics datasets to allow for    better harmonization of data and increased gain of    knowledge77. Members have    expertise related to the processing of multi-omics data    samples, and several ISSOP members are prime contributors to    the previously mentioned JAXA and NASA projects utilizing    cutting-edge and high-resolution omics techniques. As a result,    ISSOP could serve as a community that is integral for    propelling the space omics field into the next stage of    innovation with projects related to themes such as the    construction of cell space atlases.  <\/p>\n<p>    Alongside the technical challenges of constructing a human cell    atlas for spaceflight, the generation and usage of human space    omics data poses considerable ethical, cultural, and legal    challenges that would need to be carefully resolved through    policy development. Indeed, one motivation of the current    perspective paper is to provide examples of the upcoming    ethical and legal complexities inherent to the nascent human    space omics discipline in order to encourage earlier    discussions amongst international ethicists, philosophers,    scientists, and the public community.  <\/p>\n<p>    As a consequence of the increasing adoption of human omics    research in space, it has become crucial to increase    standardization of policies for regulating the collection,    storage, access, and usage of astronauts (sometimes called    spaceflight participants, or SFPs) omics data. Based on    recommendations from a 2014 report by the National Academy of    Medicine (formerly the Institute of    Medicine)78, NASA instituted    a policy (NPD 7170.1) regarding the collection and usage of    genomic data for human research. However, we are not currently    aware of other prominent space agencies - or commercial    spaceflight companies - publishing public policies regarding    astronaut or crew omics data. Notably, the United Nations    recently formed a working group on Space and Global Health.    In their draft resolution (A\/AC.105\/C.1\/L.402), they encourage    Member States to establish a policy-enabled environment and    governance mechanisms, with due consideration of legal and    ethical issues, for removing barriers to the effective use of    space-based technologies, including telemedicine solutions.    The current rarity of human omics collection and curation can    be viewed as a barrier to the development and deployment of    emerging space-based health technologies, including precision    healthcare. Thus, in the following section, we consider legal    and ethical challenges pertaining to policymaking in this    context, concluding with some thoughts on how best to achieve    balanced policies which support space omics research while    protecting the rights of the participants    (Fig.3). Ethical    considerations of human omics research is an emerging area for    spaceflight79,80,59, this is just    part of the bigger picture of space ethics81, and human omics    research on Earth82.  <\/p>\n<p>            Policies pertaining to the collection, storage, and            usage of omics data from consenting astronauts and            spaceflight participants would need to be carefully            balanced. Thorough discussion amongst international            ethicists could ensure that such policies are designed            such that they are not so restrictive that they            significantly limit the potential for scientific            progress and improved occupational healthcare in space,            and not so permissible that they expose participants to            ethical harms.          <\/p>\n<p>    As mentioned throughout this manuscript, standardized    collection and curation of human space omics data has great    potential to accelerate scientific research into human health    in space and enable the deployment of precision medicine    technologies to improve occupational healthcare during    spaceflight missions. Therefore, underutilization of the    scientific and healthcare potential for human space omics data    is the primary danger of overly restrictive policies.  <\/p>\n<p>    Firstly, if policies restrict the operational usage of human    space omics data in occupational health processes, such as    countermeasure design and long-term health monitoring, the full    potential for reducing health risks might not be realized.    Consequently, this could endanger crew members, reduce    likelihood of mission success, and potentially infringe upon    the duty of care space agencies have for their astronaut    employees. This duty of care includes not just the immediate    health and safety of astronauts during missions, but also their    long-term health due to occupational exposures such as cosmic    radiation78.  <\/p>\n<p>    Secondly, if policies do not allow for sufficient data to be    collected and processed from humans in space for research    purposes, the pace of space life sciences research will be    slower, with increased dependency on ground-based analogs.    Similarly, restrictive policies for data accessibility\/sharing    would also slow the pace of research. When investigators    contribute data to the scientific community through    open-science initiatives, it can be analyzed via varied    approaches, including comparatively to other datasets to yield    novel insights. In the context of spaceflight omics data, the    value of open-science has recently been demonstrated through a    large-scale multi-omics analysis comparing datasets from the    NASA GeneLab biorepository, to uncover mitochondrial    dysregulation as a key hub of the biological response to    spaceflight83. Biorepositories    can be leveraged with Big data approaches, where patterns    such as radiation sensitivity, can be learned via the    application of machine learning methods to collections of    multi-omics datasets84. With increased    collection of omics data from humans in space, these kinds of    approaches could be applied to human spaceflight, such as to    predict susceptibility to radiation-based health issues in    individual crewmembers85. Limiting    accessibility to human space omics data creates a barrier to    analysis efforts, thus every decrement from complete open    access reduces the scientific utility of the data.  <\/p>\n<p>    A final consequence of restrictive policies is reductions in    the scope and precision of the data provided to the wider    scientific community. For the NASA Twins study, authors of one    follow-up paper that accessed and reanalyzed the original study    data indicated that single nucleotide polymorphisms (SNPs),    indels, copy number variations (CNVs), and structural genomic    elements could not be included in the publication for    confidentiality purposes86, thus limiting    the scope of their public facing analysis. Regarding precision,    efforts to anonymize and sanitize the data prior to data    sharing - including data aggregation approaches and withholding    metadata - could reduce the scientific utility, particularly as    individual differences, such as gene variants associated with    susceptibility to health issues, are essential information for    unlocking precision healthcare approaches63.  <\/p>\n<p>    On the other hand, while scientific utilization of human space    omics data could reduce health risks for crews, if policies are    overly permissible, omics research could also lead to harm by    exposing human subjects to ethical issues. In the case of space    agencies, this would also infringe on their duty of care to    their astronaut employees. Due to the familial nature of    genomics, these issues may also affect family members. Notably,    compared to typical terrestrial cohorts, many of these ethical    challenges are amplified by the unique nature of the    spacefaring population; astronauts are easily identifiable due    to their current rarity and status as public    figures79.  <\/p>\n<p>    One ethical issue that is particularly amplified by the    standing of astronauts is that of privacy. The term genetic    privacy is used ubiquitously, yet privacy breaches could apply    to any identifiable omic-based personal data. Privacy breaches    would involve disclosure of this data against the will of the    participants, which could lead to psychological harm.    Specifically, policies may be considered overly permissible if    they fail to account for the risks of identifiability from the    full range of omic data types and data formats. It is well    understood that individuals can be identified using genomics    data, such as SNPs87. However,    identification via other omic data types, such as    transcriptomics88,    proteomics89,90,    microbiomics91, and    combinations of omic types (multi-omics)92, is a developing    area of the literature. Identifying specific participants    becomes possible through linkage attacks when phenotypic    information is available in addition to the omics    data88. Due to the    nature of astronauts as public figures, phenotypic information    such as ethnicity, age, and biological sex is readily available    to the public. The small population size also means that the    number of possible matches is limited, increasing the    likelihood of successful linkage attacks. Aside from linkage    attacks, privacy may also be violated via attacks on the data    storage system. Thus, policies may be considered overly    permissible if they do not ensure appropriate security and    safeguarding mechanisms against data breaches.  <\/p>\n<p>    Relating to the issue of privacy is the ethical issue of    genetic discrimination, which refers to individuals receiving    differential or unfair treatment based on their genetic data.    Policies permitting space agencies to use omics data predictive    of health issues, such as genetic variants, in astronaut    selection or during processes such as flight assignment, could    be seen as discriminatory. Indeed, many countries worldwide    have enacted laws to prevent the use of genetic information in    employment decisions93. It is worth    noting that this is somewhat of a controversial and complex    topic; for example, in the United States, the military can use    routine genetic screening results to inform assignment    decisions, such as to withhold deploying troops with G6PD    deficiency to locations which would require them to take    antimalarial drugs, since doing so can cause life-threatening    hemolytic reactions94. While the    United States Space Force could present an interesting    exception, NASA is not a branch of the military, so it is    subject to the Genetic Information Nondiscrimination Act 2008    (GINA), and therefore it would seem that it cannot use omic    information in assignment and employment    decisions79, which is also    aligned with the current NASA policy (NPD 7170.1). However,    even with precision medicine approaches, sending an individual    with a genetic predisposition to spaceflight-associated risks,    such as radiation susceptibility, on a long-duration mission to    Mars may still increase the likelihood of a serious medical    incident. Thus, it has been suggested that omic information    would be useful for spaceflight selection and assignment    processes95. This presents    an ethical dilemma, where on the one hand, using omic    information for flight assignment without the individuals    consent could be seen as discriminatory, and on the other hand,    not doing so could potentially endanger the crew and reduce    likelihood of mission safety and success. An additional    consideration here is that some spaceflight-relevant genetic    mutations may be linked to certain populations on Earth, which    raises further issues of equity63. Using omics for    precision healthcare does appear to be supported under the    current NASA policy and GINA80, and this could    hopefully decrease health risks associated with individual    differences during spaceflight missions to an acceptable level,    while refraining from using omics information for employment    selection and flight assignment. Altogether, this balance may    align with what is perhaps the current consensus for an    appropriate compromise, based on regulations in many regions    worldwide.  <\/p>\n<p>    One further ethical issue that will be faced by space agencies    and commercial spaceflight companies collecting astronaut omics    is the risk of incidental findings80. For example,    collection and analysis of astronaut omics data could reveal    unexpected findings, such as predisposition to late onset    Alzheimers disease. In some cases, these findings may not be    medically actionable. Disclosing these findings to the    astronaut could cause them and their family members    psychological harm. Policies would be seen as overly    permissible if they do not factor in the risk of incidental    findings and fail to implement appropriate and clear procedures    for disclosure and genetic counseling.  <\/p>\n<p>    Ultimately, policymaking for human space omics should be    considered as a balancing act between developing policies that    are not so overly restrictive that they limit the scientific    potential of the data, and not so overly permissible that they    invoke risk and expose participants and their families to harm.    Standardization of policies could ensure that an appropriate    balance is struck, safeguarding against ethical risks, while    enabling appropriate accessibility for scientific and    healthcare utilization of the data. This need for balance is    embedded into the mixed role of space agencies, as research    institutions and clinical care providers for astronaut    employees80. While each    dataset may still need to be considered on a case-by-case    basis, such as for assessing identifiability of the data, clear    policy frameworks could reduce bias and help to prevent    unwarranted delays associated with unstandardized policy. As    the number of humans and enterprises in space increases, and    the understanding of omics increases in the context of ethical    issues including privacy and discrimination, standards will    need to be continually reassessed and updated.  <\/p>\n<p>    It is worth noting that while ethical challenges such as    privacy are certainly amplified at present by the relatively    unique standing of astronauts as a small cohort of figures in    the public spotlight, to some extent, these issues are also    shared by rare disease cohorts and elite athlete cohorts on    Earth, and so existing policies in areas including handling    incidental findings and data sharing appear to present an apt    starting point for discussion96.  <\/p>\n<p>    It is essential that standardization of policymaking for human    space omics be considered with an international perspective, as    space agencies and commercial companies are subject to    different laws based on geographical region, and may also be    influenced by cultural differences81,97. For example,    laws surrounding genetic discrimination and handling of    incidental findings vary internationally93,98. Where    appropriate, policies should aim to find harmonious solutions    within the framework of internationally established    legislation, such as the Declaration of    Helsinki99, respecting the    rights of the human data subjects while giving careful    consideration to the specific challenges of the astronaut or    crew population and the societal role of human spaceflight. On    the ISS, the IGA (intergovernmental agreement) extends the    jurisdiction of countries to their registered elements and    personnel; for example, European law applies to European    astronauts and the Columbus laboratory module on the ISS, with    the existence of member state national laws adding further    complexity59. Conversely, the    Human Research Multilateral Review Board (HRMRB) is a review    board between international partners to ensure that all human    subject research onboard the ISS is conducted ethically    according to internationally agreed principles. It is likely    that future missions, including commercial missions involving    multi-national participants, will require similar navigation of    international laws to create policies. This need to design    harmonious international policy raises concerns over fairness;    for example, if a country has more restrictive laws in areas    such as data protection, it may become challenging for citizens    of that country to participate in international space missions,    omic studies, and omic-based technologies such as precision    healthcare.  <\/p>\n<p>    Similarly, given the role of international collaboration in    human spaceflight research, establishing clear and harmonious    policies for lawful sharing and processing of human space omics    data will be crucial100. Where human    space omics data is deemed to be identifiable, databases should    adhere to high standards of security, and access levels or    other technical solutions for reducing ethical harm risks    should be considered101. For example,    data sanitization methods can manipulate the data to reduce the    risk of identification88, but should be    balanced against the potential loss of scientific utility.    Additionally, federated approaches102, such as    federating learning for training AI models without moving the    data across jurisdictions, could prove    useful103,104. In adherence    to FAIR (Findable, Accessible, Interoperable and Reusable)    principles105, human space    omics data should be as as open as possible, as closed as    necessary, in order to maximize scientific utility while    protecting the rights of the participants.  <\/p>\n<p>    Furthermore, an important aspect of developing appropriate    policies will be striving for meaningful informed consent from    participants, both in terms of consenting to venture into    space, and consenting to the collection, usage, and sharing of    their omics data. To the former point, omics technologies, such    as predicted risk based on individual differences, could help    to provide participants with additional data, enabling greater    decision autonomy to improve the informed consent process for    space travel. Broad consent has been proposed as a potential    solution to gain consent in the context of omics research,    where it may be hard to define future uses of the data at a    granular level, and the identifiability risks of different    omics data types may be challenging to accurately    quantify106. When carefully    implemented, it has been argued that broad consent may be an    appropriate choice for obtaining consent in the context of    space omics studies and has been used in the recent commercial    spaceflight health data repository established by the Cornell    Aerospace Medicine Biobank andthe Translational Research    Institute for Space Health (TRISH)65.  <\/p>\n<p>    Discussions regarding the development of appropriate policies    need to commence early, so that anticipatory policies are ready    as the science is ready80. With deep    molecular profiling of astronauts now at the forefront of space    biology research, and a key part of the climate of commercial    spaceflight and ambitious missions outside of LEO, now would    seem the opportune time to kick-start discussions into    appropriate policy design. ISSOP, with its international    membership and links to NASA GeneLab and the ESA Space Omics    Topical Team, is well positioned to help guide standardization    of policy-making regarding astronaut or commercial crews omics    data, particularly from a scientific perspective. ISSOP can    work closely with groups such as the Global Alliance for    Genomic Health (GA4GH) to merge expertise in spaceflight omics    research and terrestrial omics policymaking, which could help    to ensure that policies maximize scientific utility while    protecting the rights of the astronauts and crews.  <\/p>\n<p><!-- Auto Generated --><\/p>\n<p>Read the original post:<\/p>\n<p><a target=\"_blank\" href=\"https:\/\/www.nature.com\/articles\/s41467-024-47237-0\" title=\"Astronaut omics and the impact of space on the human body at scale - Nature.com\" rel=\"noopener\">Astronaut omics and the impact of space on the human body at scale - Nature.com<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p> Humanity may be on the brink of establishing a new era of interplanetary space exploration that would witness crewed missions beyond low-Earth orbit (LEO) and a growing commercial spaceflight sector that would prompt a wider health range of individuals entering space compared to the selective cohorts of distinctively fit professional astronauts from previous generations. Numerous space organizations across the globe openly aspire toward landing humans on Mars in the coming decades, underscoring an overall international interest in what may be the next stage of human space exploration <a href=\"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/space-flight\/astronaut-omics-and-the-impact-of-space-on-the-human-body-at-scale-nature-com.php\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"limit_modified_date":"","last_modified_date":"","_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[18],"tags":[],"class_list":["post-1028693","post","type-post","status-publish","format-standard","hentry","category-space-flight"],"modified_by":null,"_links":{"self":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/1028693"}],"collection":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/comments?post=1028693"}],"version-history":[{"count":0,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/posts\/1028693\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/media?parent=1028693"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/categories?post=1028693"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.euvolution.com\/futurist-transhuman-news-blog\/wp-json\/wp\/v2\/tags?post=1028693"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}