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Page 2 of 8                                                   Lee et al. Vessel Plus 2021;5:8  I  http://dx.doi.org/10.20517/2574-1209.2020.72

               positive impact of reperfusion-based therapies, acute ischemic stroke (AIS) patients continue to suffer
               substantial disability. Among patients treated with mechanical thrombectomy, 50% are functionally
                                                     [3-5]
               dependent and 75% are disabled at 90 days . Thus, there is critical need to continue to develop novel
               therapies that can either enhance reperfusion or improve outcomes regardless of reperfusion. Among
               these additional targets is neuroprotection - the strategy of interfering with the ischemic cascades by
               blocking cellular and molecular pathways leading to neuronal cell death. Targets of neuroprotection
               include excitotoxicity - the pathological excitation of neurons due to the massive release of the excitatory
               neurotransmitter glutamate-cellular influx of calcium, generation of free radicals, and inflammatory
               cascades [6,7] . However, failure of translation from experimental models to successful human trials
               has virtually halted the drug development pipeline for neuroprotection. As a result, investment by
               pharmaceutical companies in this market has been limited. However, in this new era of reperfusion
               therapy, neuroprotection is being actively reconsidered, with the premise that earlier trials failed because
                                                                                    [8]
               neuroprotectants were unable to reach ischemic tissue in adequate concentrations .
               FAILURE OF FORWARD TRANSLATION
               Despite five decades of translational research on ischemic brain injury mechanisms, there are no widely
               accepted neuroprotective drugs for the treatment of AIS. It has been estimated that over a thousand drug
                                                                    [9]
               targets have been identified from cellular or animal models . Of these, less than 100 have been tested
                                         [9]
               in human clinical stroke trials , and virtually all trials have been negative. These poor odds identify the
               translation from preclinical studies to clinical trials as a bottleneck in identifying drug targets relevant to
               human disease [Figure 1A].

               These trial failures led to a period of deep introspection in the field, with many questioning the validity of
               preclinical animal models for discovering novel drug targets for translation to human clinical trials [10-12] .
               The discussion also stimulated a re-examination of the rigor of early stroke trials, which often did
               not confirm target engagement or adhere to relevant therapeutic time windows [13-15] . To enhance the
               translational potential of new experimental therapies, the Stroke Therapy Academic Industry Roundtable
               (STAIR) published guidelines in 1999 to develop rigorous criteria for preclinical studies in animal models.
               Among the recommendations were pretrial sample size calculations, randomization, blinded allocation,
                                                                                      [16]
               and endpoint assessments, the inclusion of aged animals with comorbid conditions . However, preclinical
               studies that adhered to STAIR criteria still failed in subsequent clinical trials [17,18] . Despite updated STAIR
                     [19]
               criteria , we have yet to have a positive clinical trial for neuroprotection.

               It is clear that the traditional approach of forward translation - starting at the bench with the identification
               of potential drug targets and translating to clinical trials - is costly and inefficient. Are there alternative or
               complementary approaches towards validating drug targets in humans?


               REVERSE TRANSLATION - GWAS
               Over the last decade, genome-wide-association studies (GWAS) have identified thousands of genetic
               variants that are associated with human traits and diseases. GWAS takes advantage of natural variation
               in the human genome to identify genetic markers that associate with specific traits or diseases. Unlike
               candidate gene approaches, which examine the association between a given trait and select candidate genes,
               GWAS examines associations between the trait and genetic markers across the entire genome, creating a
               large-scale unbiased approach. Over 3,000 human GWAS have investigated more than 1,800 diseases and
                                                        [20]
               traits yielding thousands of genetic associations . Examples of diseases that have led to the discovery of
               genes and pathways involved in pathogenesis include age-related macular degeneration , inflammatory
                                                                                           [21]
                                                                          [25]
                                                                                                 [26]
                           [22]
                                                  [23]
                                                           [24]
               bowel disease , cardiovascular disease , obesity , schizophrenia , and Alzheimer disease . While
               these genetic associations are often weak, accounting for only a small amount of the risk for the disease,
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