JIAO LUO

Ms. JIAO LUO

orcid

Research Focus & Metrics

Academic Career Length

9Years (2018-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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5 November 2021 in Journal of Crohn's and Colitis
Verified
Journal Article
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JLJIAO LUO
JIAO LUO
ZXZhongwei Xu
Zhongwei Xu
RNRaymond Noordam
Raymond Noordam
DHDiana van Heemst
Diana van Heemst
RLRuifang Li-Gao
Ruifang Li-Gao
Background and Aims: Observational studies have suggested a bidirectional association between depression and inflammatory bowel disease [IBD], including Crohn’s disease [CD] and ulcerative colitis [UC]. However, it remains unclear whether the observed associations are causal due to the difficulties of determining sequential temporality. We investigated the association between depression and IBD by using bidirectional two-sample Mendelian randomization [MR]. Methods: Independent genetic variants for depression and IBD were selected as instruments from published genome-wide association studies [GWAS] among individuals of predominantly European ancestry. Summary statistics for instrument–outcome associations were retrieved from three separate databases for both depression [Psychiatric Genomics Consortium, FinnGen and UK Biobank] and IBD [the largest GWAS meta-analysis, FinnGen and UK Biobank], respectively. MR analyses included the inverse-variance-weighted method, weighted-median estimator, MR-Egger regression, and sensitivity analyses of Steiger filtering and MR PRESSO. From either direction, analyses were performed per outcome database and were subsequently meta-analysed using a fixed-effect model. Results: Genetically predicted depression [per log-odds ratio increase] was associated with a higher risk of IBD; odds ratios [95% confidence interval] for IBD, CD and UC were 1.20 [1.05, 1.36], 1.29 [1.07, 1.56] and 1.22 [1.01, 1.47] in a combined sample size of 693 183 [36 507 IBD cases], 212 172 [13 714 CD cases] and 219 686 [15 691 UC cases] individuals, respectively. In contrast, no association was observed between genetically influenced IBD and depression in 534 635 individuals [71 466 depression cases]. Conclusions: Our findings corroborated a causal association of depression on IBD, which may impact the clinical decision on the management of depression in patients with IBD. Though our results did not support a causal effect of IBD on depression, further investigations are needed to clarify the effect of IBD activity on depression [with different symptomology].

24 November 2022 in Antioxidants
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Journal Article
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FMFleur Louise Meulmeester
Fleur Louise Meulmeester
JLJIAO LUO
JIAO LUO
LMLeon G. Martens
Leon G. Martens
KMKevin MIlls
Kevin MIlls
DHDiana van Heemst
Diana van Heemst
RNRaymond Noordam
Raymond Noordam
Oxidative stress has been proposed as a key contributor to lifestyle- and age-related diseases. Because free radicals play an important role in various processes such as immune responses and cellular signaling, the body possesses an arsenal of different enzymatic and non-enzymatic antioxidant defense mechanisms. Oxidative stress is, among others, the result of an imbalance between the production of various reactive oxygen species (ROS) and antioxidant defense mechanisms including vitamin E (α-tocopherol) as a non-enzymatic antioxidant. Dietary vitamins, such as vitamin C and E, can also be taken in as supplements. It has been postulated that increasing antioxidant levels through supplementation may delay and/or ameliorate outcomes of lifestyle- and age-related diseases that have been linked to oxidative stress. Although supported by many animal experiments and observational studies, randomized clinical trials in humans have failed to demonstrate any clinical benefit from antioxidant supplementation. Nevertheless, possible explanations for this discrepancy remain underreported. This review aims to provide an overview of recent developments and novel research techniques used to clarify the existing controversy on the benefits of antioxidant supplementation in health and disease, focusing on α-tocopherol as antioxidant. Based on the currently available literature, we propose that examining the difference between antioxidant activity and capacity, by considering the catabolism of antioxidants, will provide crucial knowledge on the preventative and therapeutical use of antioxidant supplementation in oxidative stress-related diseases.

11 June 2022 in GeroScience
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Journal Article
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JLJIAO LUO
JIAO LUO
SCSaskia le Cessie
Saskia le Cessie
GBGerard Jan Blauw
Gerard Jan Blauw
CFClaudio Franceschi
Claudio Franceschi
RNRaymond Noordam
Raymond Noordam
DHDiana van Heemst
Diana van Heemst
Observational studies have implied associations between multiple cytokines and cognitive decline, anti-inflammatory drugs however did not yield any protective effects on cognitive decline. We aimed to assess the associations of systemic inflammation, as measured by multiple cytokine and growth factor, with cognitive performance and brain atrophy using two-sample Mendelian randomization (MR). Independent genetic instruments (p < 5e − 8 andp < 5e − 6) for 41 systemic inflammatory markers were retrieved from a genome-wide association study conducted in 8293 Finnish participants. Summary statistics for gene-outcome associations were obtained for cognitive performance (N = 257,841) and for brain atrophy measures of cerebral cortical surface area and thickness (N = 51,665) and hippocampal volume (N = 33,536). To rule out the heterogeneity in the cognitive performance, we additionally included three domains: the fluid intelligence score (N = 108,818), prospective memory result (N = 111,099), and reaction time (N = 330,069). Main results were computed by inverse-variance weighting; sensitivity analyses taking pleiotropy and invalid instruments into account were performed by using weighted-median estimator, MR-Egger, and MR PRESSO. After correcting for multiple testing using false discovery rate, only genetically predicted (withp < 5e − 6 threshold) per-SD (standard deviation) higher IL-8 was associated with − 0.103 (− 0.155, − 0.051,padjusted = 0.004) mm3smaller hippocampal volume and higher intelligence fluid score [β: 0.103 SD (95% CI: 0.042, 0.165),padjusted = 0.041]. Sensitivity analyses generally showed similar results, and no pleiotropic effect, heterogeneity, or possible reverse causation was detected. Our results suggested a possible causal association of high IL-8 levels with better cognitive performance but smaller hippocampal volume among the general healthy population, highlighting the complex role of inflammation in dementia-related phenotypes. Further research is needed to elucidate mechanisms underlying these associations.

26 November 2020 in Metabolites
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Journal Article
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TFTariq Faquih
Tariq Faquih
MSMaarten van Smeden
Maarten van Smeden
JLJIAO LUO
JIAO LUO
SCSaskia le Cessie
Saskia le Cessie
GKGabi Kastenmüller
Gabi Kastenmüller
DMDennis O. Mook-Kanamori
Dennis O. Mook-Kanamori
Metabolomics studies have seen a steady growth due to the development and implementation of affordable and high-quality metabolomics platforms. In large metabolite panels, measurement values are frequently missing and, if neglected or sub-optimally imputed, can cause biased study results. We provided a publicly available, user-friendly R script to streamline the imputation of missing endogenous, unannotated, and xenobiotic metabolites. We evaluated the multivariate imputation by chained equations (MICE) and k-nearest neighbors (kNN) analyses implemented in our script by simulations using measured metabolites data from the Netherlands Epidemiology of Obesity (NEO) study (n = 599). We simulated missing values in four unique metabolites from different pathways with different correlation structures in three sample sizes (599, 150, 50) with three missing percentages (15%, 30%, 60%), and using two missing mechanisms (completely at random and not at random). Based on the simulations, we found that for MICE, larger sample size was the primary factor decreasing bias and error. For kNN, the primary factor reducing bias and error was the metabolite correlation with its predictor metabolites. MICE provided consistently higher performance measures particularly for larger datasets (n > 50). In conclusion, we presented an imputation workflow in a publicly available R script to impute untargeted metabolomics data. Our simulations provided insight into the effects of sample size, percentage missing, and correlation structure on the accuracy of the two imputation methods.

3 September 2025 in European Heart Journal
Verified
Journal Article
Open access
SNSofie Taageby Nielsen
Sofie Taageby Nielsen
JLJIAO LUO
JIAO LUO
ATAnne Tybjærg-Hansen
Anne Tybjærg-Hansen
KIKasper Iversen
Kasper Iversen
HBHenning Bundgaard
Henning Bundgaard
RFRuth Frikke-Schmidt
Ruth Frikke-Schmidt
Background and Aims: Observational studies show that women with hypertensive disorders of pregnancy have greater risk of cardiovascular disease later in life. Whether these associations reflect causal pathways is uncertain. This study used genetic epidemiology to explore the causal relevance of preeclampsia and gestational hypertension on cardiovascular disease. Methods: Two-sample Mendelian randomization (MR) analyses were conducted using summary-level data from FinnGen and from the to date largest consortia for each outcome. One-sample MR analyses were performed using individual-level data from 202 876 White British women from the UK Biobank. Genetic instruments for preeclampsia and gestational hypertension were from the most updated genome-wide association study (n = 20 064 preeclampsia cases; n = 703 117 controls; n = 11 027 gestational hypertension cases; n = 412 788 controls). Results: In two-sample MR analyses, higher genetic predisposition to preeclampsia was associated with greater risk of ischaemic heart disease [odds ratio 1.20 (95% confidence interval 1.06–1.35)], myocardial infarction [1.29 (1.13–1.47)], stroke [1.23 (1.12–1.35)], ischaemic stroke [1.21 (1.10–1.33)], atrial fibrillation [1.13 (1.01–1.25)], and heart failure [1.11 (1.04–1.20)]. For higher genetic predisposition to gestational hypertension, corresponding odds ratios were 1.21 (1.10–1.33), 1.26 (1.16–1.36), 1.30 (1.23–1.37), 1.24 (1.17–1.32), 1.29 (1.17–1.42), and 1.09 (1.03–1.15). The MR-Egger results did not suggest pleiotropy. One-sample analyses were broadly consistent with the main findings. Conclusions: Genetic predisposition to hypertensive disorders of pregnancy was associated with greater risk of cardiovascular disease later in life, highlighting the importance of enhanced cardiovascular surveillance in this population.

7 December 2021 in Journal of the American Heart Association
Verified
Journal Article
Open access
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LMLeon G. Martens
Leon G. Martens
JLJIAO LUO
JIAO LUO
KDKo Willems van Dijk
Ko Willems van Dijk
JJJ. Wouter Jukema
J. Wouter Jukema
RNRaymond Noordam
Raymond Noordam
DHDiana van Heemst
Diana van Heemst
Background: Dietary intake and blood concentrations of vitamins E and C, lycopene, and carotenoids have been associated with a lower risk of incident (ischemic) stroke. However, causality cannot be inferred from these associations. Here, we investigated causality by analyzing the associations between genetically influenced antioxidant levels in blood and ischemic stroke using Mendelian randomization. Methods and Results: For each circulating antioxidant (vitamins E and C, lycopene, β‐carotene, and retinol), which were assessed as either absolute blood levels and/or high‐throughput metabolite levels, independent genetic instrumental variables were selected from earlier genome‐wide association studies ( P <5×10 −8 ). We used summary statistics for single‐nucleotide polymorphisms–stroke associations from 3 European‐ancestry cohorts (cases/controls): MEGASTROKE (60 341/454 450), UK Biobank (2404/368 771), and the FinnGen study (8046/164 286). Mendelian randomization analyses were performed on each exposure per outcome cohort using inverse variance–weighted analyses and subsequently meta‐analyzed. In a combined sample of 1 058 298 individuals (70 791 cases), none of the genetically influenced absolute antioxidants or antioxidant metabolite concentrations were causally associated with a lower risk of ischemic stroke. For absolute antioxidants levels, the odds ratios (ORs) ranged between 0.94 (95% CI, 0.85–1.05) for vitamin C and 1.04 (95% CI, 0.99–1.08) for lycopene. For metabolites, ORs ranged between 1.01 (95% CI, 0.98–1.03) for retinol and 1.12 (95% CI, 0.88–1.42) for vitamin E. Conclusions: This study did not provide evidence for a causal association between dietary‐derived antioxidant levels and ischemic stroke. Therefore, antioxidant supplements to increase circulating levels are unlikely to be of clinical benefit to prevent ischemic stroke.