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1 re independent of calcium levels (horizontal pleiotropy).
2  or reproduction later in life (antagonistic pleiotropy).
3 een otherwise independent traits (horizontal pleiotropy).
4 l mutations affecting multiple traits (i.e., pleiotropy).
5 rrelate no matter the perturbation (vertical pleiotropy).
6 nce alternative disease-pathways (horizontal pleiotropy).
7 st that this result was biased by horizontal pleiotropy.
8 ful strategy to decouple cytokine functional pleiotropy.
9 re that exists between diagnoses, genes, and pleiotropy.
10 y analyses supporting a substantial role for pleiotropy.
11 pathways, tissues, gene ontology and genetic pleiotropy.
12 : the important role and pervasive nature of pleiotropy.
13 evels but indicated the existence of genetic pleiotropy.
14 instances of both agonistic and antagonistic pleiotropy.
15 ypes, potentially accounting for the genetic pleiotropy.
16 erent functional strategies that underpin TH pleiotropy.
17 imit both known and unknown forms of genetic pleiotropy.
18 henotype relationships resembling widespread pleiotropy.
19 s and what is the mechanistic basis for this pleiotropy.
20 ovide insights into gene regulation and PMM2 pleiotropy.
21  reliably separate causality from horizontal pleiotropy.
22 ysis of multiple GWAS datasets by leveraging pleiotropy.
23 mplex traits share common risk basis, namely pleiotropy.
24 one gene might be associated with phenotypic pleiotropy.
25 cular and nonvascular risk factors to assess pleiotropy.
26  these estimates might be inflated by hidden pleiotropy.
27 e of the important clinical repercussions of pleiotropy.
28 ple evidence of both vertical and horizontal pleiotropy.
29 s are maintained as a result of antagonistic pleiotropy.
30 or variation in the magnitude of deleterious pleiotropy.
31 removed those SNPs with potential horizontal pleiotropy.
32  have led to pollinator-mediated deleterious pleiotropy.
33 sis to outnumber overdominant, and extensive pleiotropy.
34  penetrance and sex specificity resulting in pleiotropy.
35 te a causal effect accounting for unmeasured pleiotropy.
36 y analyses for population stratification and pleiotropy.
37 nes are phenodeviant, with 65% demonstrating pleiotropy.
38 marker except for uric acid, arguing against pleiotropy.
39 tive trait loci [QTL]) acting via horizontal pleiotropy.
40 that the observations are not due to genetic pleiotropy.
41 end to act very specifically, indicating low pleiotropy.
42 gs and confers risk for MCM through vertical pleiotropy.
43 ytosol, which can account for the phenotypic pleiotropy.
44 an array of functions, a phenomenon known as pleiotropy.
45  aging in line with the theory of antagonist pleiotropy.
46 ul in the clinic because of their functional pleiotropy.
47 er estimates may be biased due to horizontal pleiotropy.
48 oaches, and can directly test for horizontal pleiotropy.
49 s controlled by loci with varying degrees of pleiotropy.
50 ll 33, 729-740 (1983)], might be affected by pleiotropy.
51 ding of these genetic analyses by horizontal pleiotropy.
52 prove the power of gene discovery and reveal pleiotropy.
53 urvival of deleterious genes is antagonistic pleiotropy.
54  with blood lipids levels, selected to avoid pleiotropy.
55 c for KA; the 16p11.2 locus showed extensive pleiotropy.
56 93 (0.88; 0.98), respectively, indicating no pleiotropy.
57 ucture-based approach to decoupling IFNgamma pleiotropy.
58 n and multiple other renal traits indicating pleiotropy.
59 is, hypothesising they are due to horizontal pleiotropy.
60 mpeting biological functions (i.e., hormonal pleiotropy) [1].
61 omprehensive evaluations of heritability and pleiotropy across 18 cancer types in two large, populati
62 association studies (GWASs) reveal pervasive pleiotropy across a wide variety of phenotypes.
63 ons in human genetics, such as the extent of pleiotropy across the genome and variation in genetic ar
64 results provide strong support for extensive pleiotropy across this region of 5p15.33, to an extent n
65 l heterogeneity (primarily due to horizontal pleiotropy, addressing a major challenge of transcriptom
66 , we did detect a potential case of adaptive pleiotropy among floral size and nectar traits.
67 21 [1.04-1.42]; p=0.016), although potential pleiotropy among genetic variants used as instruments fo
68 identify susceptibility loci and investigate pleiotropy among genetic variants using a subset-based m
69  germline and soma, relevant to antagonistic pleiotropy, an evolutionary process underlying ageing an
70 tly, we evaluated the presence of horizontal pleiotropy and assessed whether there is any evidence fo
71 etween the dementias, genetic heterogeneity, pleiotropy and concurrent mutations.
72 lse discovery rate (FDR) to evaluate genetic pleiotropy and conditional FDR to identify novel FTD-ass
73 tly proposed molecular mechanisms for statin pleiotropy and discusses whether they could have any cli
74                                We tested for pleiotropy and enrichment of functional loci between bir
75 eractions, multiple deviations are caused by pleiotropy and epistasis in metabolism.
76 way and that, more broadly, they show strong pleiotropy and epistasis.
77 ications will need to account for unexpected pleiotropy and evolutionary context.
78 in a way that points to extensive biological pleiotropy and further challenges the biological validit
79  traits, we provide an extensive overview of pleiotropy and genetic architecture.
80 levels and advances our understanding of the pleiotropy and genetic co-architecture between brain vol
81                            Both antagonistic pleiotropy and genetic variation in the rate of senescen
82 leterious soon after because of antagonistic pleiotropy and hindering their fixations relative to syn
83  often these relationships underlie vertical pleiotropy and how often these relationships are modifie
84 noncoding localization, as well as pervasive pleiotropy and incomplete penetrance.
85 ing for smoking behavior, indicating genetic pleiotropy and independent model.
86 emission, potentially reflecting the limited pleiotropy and large effect of its inactivation.
87 ed the potential importance of the epistatic pleiotropy and of the impact of host living conditions.
88          Our findings demonstrate widespread pleiotropy and offer further insight into the complex ge
89 ed and tested for the confounding effects of pleiotropy and population stratification on our analysis
90 ry architecture of optix is characterized by pleiotropy and regulatory fragility, where deletion of i
91                                      Genetic pleiotropy and sample heterogeneity suggest that very la
92 se naturally in situations with antagonistic pleiotropy and seasonal changes in the relative importan
93  that they are most likely associated due to pleiotropy and shared biological basis, thus providing o
94  however, the possible existence of residual pleiotropy and stratification remains a limitation of th
95 nd de novo mutations; shown how antagonistic pleiotropy and temporally varying selection maintain pol
96                           Challenges such as pleiotropy and the non-specificity of molQTLs remain, an
97 ngitis and ulcerative colitis to investigate pleiotropy and the relationship between these clinically
98                                  Presence of pleiotropy and the robustness of the results were assess
99 s an Empirical Bayes approach to integrating Pleiotropy and Tissue-Specific information (EPS) for pri
100   EPS enables rigorous hypothesis testing of pleiotropy and tissue-specific risk gene expression patt
101 yses assessing population stratification and pleiotropy and vitamin D synthesis and metabolism pathwa
102 ther of which results from cytokine receptor pleiotropy and/or undesired activation of off-target cel
103 ts for association with multiple phenotypes (pleiotropy) and for testing multiple variants for associ
104 risk of both PD and autoimmune diseases (ie, pleiotropy) and to identify new shared genetic variants
105 warranted in light of the potential issue of pleiotropy, and a more general interpretation is that SN
106 n arise in several ways including mediation, pleiotropy, and confounding, and several examples of gen
107 y bind diverse partners, display significant pleiotropy, and connect many cellular systems.
108  gene on trait in the presence of horizontal pleiotropy, and is scalable to hundreds of thousands of
109 N package that simulates pleiotropy, partial pleiotropy, and spurious pleiotropy in a wide range of g
110 wever, our knowledge of their morbid genome, pleiotropy, and variable expressivity remains incomplete
111  different assumptions about the presence of pleiotropy, and when accounting for the effects of tradi
112  adaptation, a relatively low mutation rate, pleiotropy, and/or a lack of selective challenges since
113  trade-offs, a concept known as antagonistic pleiotropy (AP).
114 sults demonstrate that both adaptability and pleiotropy are complex traits, with extensive heritable
115 ltivariate association methods that consider pleiotropy are often more powerful than univariate metho
116 terogeneity, variable penetrance and genetic pleiotropy are pervasive characteristics of autism genet
117 ggest that certain regulatory genes with low pleiotropy are predisposed to readily integrate into or
118 MR) analysis, variants that exert horizontal pleiotropy are typically treated as a nuisance.
119 is study thus reveals the molecular basis of pleiotropy associated with plant productivity, adaptabil
120 remendous locus heterogeneity and functional pleiotropy associated with the more than 100 identified
121 influences in causal inference by biological pleiotropy, assortative mating, and the nonrandom sampli
122        Here we report how the 'no horizontal pleiotropy assumption' is strengthened when proteins are
123 iew, we summarize evidence in psychiatry for pleiotropy at multiple levels of analysis: from overall
124 ted with ADHD and ASD, respectively, through pleiotropy at shared genetic variants.
125 loped to enhance exploration of phenome-wide pleiotropy at the genome-wide level through the efficien
126                      Evidence of directional pleiotropy averaged across all variants was sought using
127 ow-frequency, and common RBC variants showed pleiotropy, being also associated with platelet, white b
128 variate and bivariate linkage to investigate pleiotropy between amygdala volume and emotion recogniti
129 n several brain disorders and reveal genetic pleiotropy between apparent brain aging in healthy indiv
130 al and genetic overlap, we also investigated pleiotropy between BD (n=16,731) and MS.
131      Also noted was evidence of genome-level pleiotropy between CAD and major depressive disorder and
132 is identified a complex pattern of polygenic pleiotropy between CC and other immune-mediated diseases
133                                              Pleiotropy between cognitive and health traits was quant
134                 Drug-target enrichment shows pleiotropy between intracranial aneurysms and antiepilep
135 NPs), three methods were applied to test for pleiotropy between MDD and EA: (i) genetic profile risk
136            Empirical data showed the genetic pleiotropy between nicotine dependence and COPD or lung
137 s provide the first systematic evaluation of pleiotropy between OA and BMD, highlight genes with biol
138 opean ancestry and systemically investigated pleiotropy between PD and type 1 diabetes, Crohn disease
139 d together, our findings demonstrate genetic pleiotropy between SCZ and MS and suggest that the MHC s
140                         To date, the genetic pleiotropy between smoking behavior and lung function/ch
141 ve memory, and intelligence, no evidence for pleiotropy between these classes of phenotypes was obser
142  a general mechanism underlying the observed pleiotropy between urate and cardiometabolic traits.
143                             This implies the pleiotropy between years of schooling and schizophrenia
144 ) evidence for common genetic underpinnings (pleiotropy) between AUD risk and subcortical volumes.
145 ity analysis provided evidence of horizontal pleiotropy bias (p = 0.04) diluting the estimates toward
146 nging dependencies suggest a nuanced view of pleiotropy: biological systems demonstrate limited pleio
147 e also highlighting new aspects of metabolic pleiotropy both in terms of the breadth of loci altering
148 n randomisation analysis, which accounts for pleiotropy but has less statistical power, suggests ther
149 ther evidence that association is not due to pleiotropy by showing null effects in male non-drinkers,
150 mputational artifact; and respect biological pleiotropy, by which a term in the hierarchy can relate
151 ynergistic, frequency-dependent cooperation, pleiotropy can raise the frequency up to a point where c
152  phenotypes, especially those resulting from pleiotropy, can constrain or facilitate trait evolution.
153 eles could be identified, or if antagonistic pleiotropy could be broken, the effects of aging might b
154                   The possibility of genetic pleiotropy could not be discounted completely; however,
155 th autosomal dominant inheritance often show pleiotropy, different degrees of penetrance, and variabl
156 x differences in associations which suggests pleiotropy does not underlie the associations, 3) provid
157 ce to date for a gene having an antagonistic pleiotropy effect on human cognitive function across a w
158                                          The pleiotropy exhibited between cognitive function and psyc
159 or specificities lead to the conclusion that pleiotropy exhibited by peptide genes influences ligand-
160                     The remarkable extent of pleiotropy exhibited by SLC39A8 A391T raises key questio
161 indings indicate that a substantial level of pleiotropy exists between cognitive abilities and many h
162 , as well as little evidence of antagonistic pleiotropy (few trait correlations and QTL colocalizatio
163  risk and lung function; and (2) the genetic pleiotropy follow causal or independent model.
164               We find additional evidence of pleiotropy for APOE, TOMM40, TCF7L2, and CETP variants,
165          Our method suggests that exploiting pleiotropy for applications in evolutionary medicine wou
166     We identify genes that exhibit agonistic pleiotropy for genetically correlated traits that conver
167 e with an exploration of the implications of pleiotropy for understanding the genetic basis of psychi
168  classic genetic explanation is antagonistic pleiotropy: genes underlying the generalism produce 'jac
169      There was little evidence to imply that pleiotropy had biased results.
170 erall, models ignoring hidden confounding or pleiotropy had significantly poorer DIC scores.
171 contradicting the hypothesis of antagonistic pleiotropy has highlighted the importance of other facto
172                       Bias due to horizontal pleiotropy, however, remains a major concern.
173                 In support of this "hormonal pleiotropy" hypothesis, we find that in the common wasp,
174 variants for these disorders had evidence of pleiotropy (i.e., impact on multiple psychiatric disorde
175 ng number of reports suggest the ubiquity of pleiotropy, i.e. many complex phenotypes sharing common
176                            Investigations of pleiotropy identify 12 cancer pairs exhibiting either po
177 u may reflect selection to minimize negative pleiotropy in a complex biosynthetic pathway.
178 pleiotropy, partial pleiotropy, and spurious pleiotropy in a wide range of genetic architectures, inc
179                         Further evidence for pleiotropy in academic achievement was found using a met
180 ropy: biological systems demonstrate limited pleiotropy in any given context, but across contexts (e.
181 deleterious pleiotropy, supporting a role of pleiotropy in determining the possible trajectories of a
182 all, our findings revealed pervasive genetic pleiotropy in early growth and adulthood cardiometabolic
183              This study examines the role of pleiotropy in explaining the link between cognitive func
184 hasize the importance of genetic linkage and pleiotropy in facilitating rapid divergence in sympatry.
185  discovery rate (FDR) approach, we evaluated pleiotropy in SNPs associated with SCZ (n=21,856) and mu
186                                              Pleiotropy in sub-surface GWAS significance strata can b
187 in adulthood; however, the extent of genetic pleiotropy in the association has not been comprehensive
188                      We assessed the role of pleiotropy in the differentiation of floral and other re
189  evidence supporting a model of antagonistic pleiotropy in the DNA damage response where histone degr
190 nsitivity analysis indicated no evidence for pleiotropy in the effect of schizophrenia on smoking ini
191 r genetic studies demonstrating considerable pleiotropy in the genetic architecture of these phenotyp
192  vernalization despite a lack of any obvious pleiotropy in the rvr1 mutant.
193             Our findings demonstrate genetic pleiotropy in these neurodegenerative diseases and indic
194 -44 may represent an example of antagonistic pleiotropy, in which low-expression level in young anima
195  the reciprocal variance, suggesting genetic pleiotropy; in the best-fit model the polygenic score fo
196 e of shared risk alleles for complex traits (pleiotropy), including autoimmune and neuropsychiatric d
197 We examine underlying mechanisms of observed pleiotropy, including genetic effects on neurodevelopmen
198 ypes, reflecting genetic phenomena including pleiotropy, incomplete penetrance and variable expressiv
199 (Disease Specificity Index) and DPI (Disease Pleiotropy Index).
200                       The finding of genetic pleiotropy indicates the existence of common upstream pa
201 itivity analyses reduce the possibility that pleiotropy influenced our results, residual pleiotropy i
202 dies summary statistics and shared polygenic pleiotropy-informed conditional and conjunctional false
203 l loci associated with CAD and BP, a genetic-pleiotropy-informed conditional false discovery rate (cF
204 pression changes across traits suggests that pleiotropy is a widespread phenomenon and points to spec
205 d, there is increasing evidence showing that pleiotropy is a widespread phenomenon in complex disease
206    There is increasing evidence showing that pleiotropy is a widespread phenomenon in complex disease
207                                              Pleiotropy is also critical to initiatives in evolutiona
208 om a range of model systems suggest that the pleiotropy is common among the loci responsible for flor
209  pleiotropy influenced our results, residual pleiotropy is difficult to exclude entirely.
210 otropy may have biased the results, residual pleiotropy is difficult to exclude entirely.
211   This genetic variation in adaptability and pleiotropy is largely determined by initial fitness, acc
212 the biological significance of epistasis and pleiotropy is often difficult.
213                                   Horizontal pleiotropy is pervasive throughout the human genome, pro
214 ating that positive rather than antagonistic pleiotropy is pervasive.
215                                      Indeed, pleiotropy is proposed as a main driver of repeated conv
216                                              Pleiotropy is the well-established phenomenon of a singl
217 e important for normal mammalian physiology, pleiotropy limits the efficacy of cytokines and growth f
218 types; however, the late timing reduces this pleiotropy, making Hox genes suitable targets.
219 pose that some Bardet-Biedl syndrome and MKS pleiotropy may be caused by mutations that impact TZP co
220 vity analyses decreased the possibility that pleiotropy may have biased the results, residual pleiotr
221  growth in non-smokers suggests that genetic pleiotropy may have masked a stronger association in smo
222 on that avoid or compensate for antagonistic pleiotropy may limit access to certain future evolutiona
223                               Alternatively, pleiotropy may result from genetic changes that impose c
224  and human findings, we propose that genetic pleiotropy might partly explain the frequently observed
225   Deciphering the mechanisms underlying this pleiotropy might provide important information on the bi
226                     We develop a multi-trait pleiotropy model of the heterogeneity in the exposure-ou
227 stations, consistent with a neuropsychiatric pleiotropy model.
228                                              Pleiotropy occurs when one gene influences more than one
229 y influenced by population stratification or pleiotropy (odds ratio [OR] = 1.7, 95% CI: 1.3-2.2; p =
230                  Here, we review examples of pleiotropy of flowering-time genes and highlight those t
231 family of polypeptide cytokines exhibiting a pleiotropy of functions, from cell growth to angiogenesi
232 l conditions across life stages, and despite pleiotropy of genes that affect both flowering and germi
233 s using MR approaches that took into account pleiotropy of genetic instruments.
234  care systems to evaluate the penetrance and pleiotropy of genetic risk for schizophrenia.
235 , the latter appear to result from pervasive pleiotropy of height-associated genes.
236 dings define HS as a mild PBD, expanding the pleiotropy of mutations in PEX1 and PEX6.
237 elop without Pax6 input and the considerable pleiotropy of Pax6 outside the visual system dictate fur
238 ence for an inverse relationship between the pleiotropy of SHOOTMERISTEMLESS (STM) and BREVIPEDICELLU
239 s assessed the potential impact of bias from pleiotropy on estimates.
240 re be attributed to the result of biological pleiotropy or could be secondary to LOAD.
241 ll effect sizes with little-to-no detectable pleiotropy or epistasis.
242 a result of genetic colocalization either by pleiotropy or genetic linkage.
243 o sharing among all individuals (whole-group pleiotropy) or a subset of individuals in a genetically
244 ing on from this observation we examined for pleiotropy, or shared genetic susceptibility, between CR
245      We found significantly abundant genetic pleiotropy (P < 3.3 x 10(-3)) and enrichment of function
246 PHENOTYPES, an R/CRAN package that simulates pleiotropy, partial pleiotropy, and spurious pleiotropy
247 thesize that the limited availability of low-pleiotropy paths predetermines closely related species t
248 cle may mitigate evolutionary constraints of pleiotropy, permitting traits to respond more independen
249                                              Pleiotropy plays a central role in debates about how com
250                                              Pleiotropy plays an important role in furthering our und
251 esults highlight the central role horizontal pleiotropy plays in the genetic architecture of human ph
252 e diseases were best explained by biological pleiotropy rather than heterogeneity (a subgroup of case
253 nefit from understanding the extent to which pleiotropy reflects inherent relationships among phenoty
254 tionary mechanism underlying this remarkable pleiotropy remains to be fully understood.
255                                 MR-Egger, MR pleiotropy residual sum and outlier, weighted median, an
256 A loss-of-function studies is the biological pleiotropy resulting from multiple modes of action of si
257 3.1x10(-3) for replication, P<2.0x10(-4) for pleiotropy): Seven of these were specific to European Am
258                             Investigation of pleiotropy showed large overlaps in genetic variants wit
259  in specifying plant phenotypes generally or pleiotropy specifically.
260 modating different assumptions about genetic pleiotropy strengthened causal inference.
261 the derived activity are still unknown, such pleiotropy suggests that enhancer accessibility could be
262 or sex pheromones by escape from deleterious pleiotropy, supporting a role of pleiotropy in determini
263 e positives induced by correlated horizontal pleiotropy than other methods.
264 we consider a biologically plausible form of pleiotropy that has hitherto been ignored in treatments
265 monstrate an example of potential biological pleiotropy that was hitherto unknown, and represent an o
266                                 Antagonistic pleiotropy, that is, the negative fitness effect in the
267                         Methods that embrace pleiotropy (the effect of one locus on more than one tra
268 r any question about the nature or extent of pleiotropy, the appropriate answer is always 'What do yo
269 ne gene and minimize the potential impact of pleiotropy, the association was attenuated (OR 1.03, 95%
270 o the organisms that bear them, antagonistic pleiotropy, the importance of pre-existing genetic varia
271     The combination of polygenicity and gene pleiotropy-the influence of one gene on distinct phenoty
272                           In the presence of pleiotropy, there exist risk loci that affect multiple p
273 as explained by amelioration of antagonistic pleiotropy through epistasis(13,14,20-22).
274 at the trade-off is mediated by antagonistic pleiotropy through mutations that affect negative regula
275             This indicated the potential for pleiotropy to affect estimates and differences in perfor
276         The relative contributions of statin pleiotropy to clinical outcomes, however, remain a matte
277                This motivated us to leverage pleiotropy to develop new statistical approaches to join
278 R-TRYX, a framework that exploits horizontal pleiotropy to discover putative risk factors for disease
279 ated with BMD, highlighting the potential of pleiotropy to improve gene discovery.
280 e disequilibrium, genomic rearrangements and pleiotropy, to be tested.
281                                We identified pleiotropy, transcriptional signatures of perturbations,
282   We develop a method to quantify horizontal pleiotropy using genome-wide association summary statist
283                                      Genetic pleiotropy was also estimated.
284 nlike several prior maize studies, extensive pleiotropy was found for C and N metabolites.
285                      Significant evidence of pleiotropy was observed between PTSD and rheumatoid arth
286                                      Complex pleiotropy was supported when contrasting multidisease s
287 similar results, suggesting that directional pleiotropy was unlikely to be biasing the result (interc
288                                  To leverage pleiotropy, we introduce a low-rank structure to modulat
289 hat no instrument outliers and no horizontal pleiotropy were likely to bias the results.
290                                              Pleiotropy-when a single mutation affects multiple trait
291                                   Antagonist pleiotropy, where a gene exerts a beneficial effect at e
292                                   Horizontal pleiotropy, where one variant has independent effects on
293                        Correlated horizontal pleiotropy, which arises when variants affect both trait
294 orms of stable cooperation can evolve though pleiotropy with a beneficial private trait.
295 brain WM tracts and provides the overview of pleiotropy with cognitive and mental health traits.
296  genetic overlap and substantial evidence of pleiotropy with cognitive function and neuroticism.
297 Analyses of polygenic risk scores identified pleiotropy with neuropsychiatric traits and brain volume
298     Heritability and genetic correlation and pleiotropy with other psychiatric and immune-related dis
299 ations in the rpoB gene exhibit antagonistic pleiotropy, with fitness tradeoffs at 18 degrees C and f
300 tion in behavior, plasticity, and behavioral pleiotropy, with special attention to recent findings on

 
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