Shankuan Zhu

Prof. Dr. Shankuan Zhu

Chronic Disease Research Institute, Department of Nutrition and Food Hygiene, School of Public Health, Zhejiang University, Hangzhou, Zhejiang, China 310058; The Children's Hospital, and National Clinical Research Center for Child Health, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China 310058.

Research Focus & Metrics

Academic Career Length

17Years (2010-Present)

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

Representative Publications

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22 January 2015 in Obesity
Verified
Journal Article
Open access
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Wei HeWei He
Wei He
QLQingqing Li
Qingqing Li
MYMin Yang
Min Yang
JJJingjing Jiao
Jingjing Jiao
XMXiaoguang Ma
Xiaoguang Ma
Shankuan ZhuShankuan Zhu
Shankuan Zhu
Objective: To investigate ethnic difference in the associations of BMI with comorbidity, mortality, and body composition between mainland Chinese and U.S. whites.Methods: Ethnic‐comparison study using data from China Health and Nutrition Survey, U.S. National Health and Nutrition Examination Survey, and data from Zhejiang University (China) and Columbia University (U.S.).Results: Chinese people experienced greater odds of comorbidities than whites for a given BMI after standardizing for age and sex: 43% for diabetes, 30% for dyslipidemia, 28% for hypertension, 38% for metabolic syndrome, and 48% for hyperuricemia. Comparisons of BMI‐mortality associations found that the U‐shaped BMI‐mortality curve shifted 1‐2 kg m−2 to the left in Chinese compared to whites. Compared to whites at BMIs of 25 and 30 kg m−2, corresponding cutoffs in Chinese were 22.5 and 25.9 kg m−2 in men, and 22.8 and 26.6 kg m−2 in women after both fat and fat distribution were taken into account.Conclusions: Comorbidity, mortality, and body composition data consistently support the use of lower BMI cutoffs in Chinese than those in whites.

5 September 2018 in European Journal of Clinical Nutrition
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Journal Article
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MMMayila Maimaiti
Mayila Maimaiti
XZXueyin Zhao
Xueyin Zhao
MJMenghan Jia
Menghan Jia
YRYuan Ru
Yuan Ru
Shankuan ZhuShankuan Zhu
Shankuan Zhu

1 December 2014 in The American Journal of Clinical Nutrition
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Journal Article
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JJJingjing Jiao
Jingjing Jiao
QLQingqing Li
Qingqing Li
JCJingjing Chu
Jingjing Chu
WZWeijiang Zeng
Weijiang Zeng
MYMin Yang
Min Yang
Shankuan ZhuShankuan Zhu
Shankuan Zhu
Background: n−3 PUFAs play an important role in cognitive function.Objective: The objective was to investigate the effect of n−3 PUFA supplements on

24 February 2020 in PLOS Medicine
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XZXiaohui Zhang
Xiaohui Zhang
LCLijin Chen
Lijin Chen
XWXuemiao Wang
Xuemiao Wang
XWXiaoyan Wang
Xiaoyan Wang
MJMenghan Jia
Menghan Jia
Shankuan ZhuShankuan Zhu
Shankuan Zhu
China implemented a partial two-child policy (2013) followed by a universal two-child policy (2015), replacing the former one-child policy mandated by the government. The changes affect many aspects of China’s population as well as maternal and infant health, but their potential impact on birth defects (BDs) remains unknown. In this study, we investigated the associations of these policy changes with BDs in Zhejiang Province, China. We used data from the BD surveillance system in Zhejiang Province, China, which covers 90 hospitals in 30 urban districts and rural counties, capturing one-third of the total births in this province. To fully consider the time interval between conception and delivery, we defined the one-child policy period as data from 2013 (births from October 2012 to September 2013), the partial two-child policy period as data from 2015 (births from October 2014 to September 2015), and the universal two-child policy period as data from 2017 (births from October 2016 to September 2017). Data from 2009 and 2011 were also used to show the changes in the proportion of births to women with advanced maternal age (35 years and older) prior to the policy changes. Main outcome measures were changes in the proportion of mothers with advanced maternal age, prevalence of BDs, rankings of BD subtypes by prevalence, prenatal diagnosis rate, and live birth rate of BDs over time. A total of 1,260,684 births (including live births, early fetal losses, stillbirths, and early neonatal deaths) were included in the analyses. Of these, 644,973 (51.16%) births were to women from urban areas, and 615,711 (48.84%) births were to women from rural areas. In total, 135,543 (10.75%) births were to women with advanced maternal age. The proportion increased by 85.68%, from 8.52% in 2013 to 15.82% in 2017. However, it had remained stable prior to policy changes. Overall, 23,095 BDs were identified over the policy changes (2013–2017). The prevalence of BDs during 2013, 2015, and 2017 was 245.95, 264.86, and 304.36 per 10,000 births, respectively. Trisomy 21 and other chromosomal defects increased in both risk and ranking from 2013 to 2017 (crude odds ratio [95% confidence interval] 2.13 [1.75–2.60], from ranking 10th to 5th, and 3.63 [2.84–4.69], from ranking 16th to 6th, respectively). The prenatal diagnosis rate increased by 3.63 (2.2–5.1) percentage points (P < 0.001), from 31.10% to 34.72%, and identification of BDs occurred 1.88 (1.81–1.95) weeks earlier (P < 0.001). The live birth rate for infants with BDs born before 28 gestational weeks increased from 1.29% to 11.45%. The major limitations of this observational study include an inability to establish causality and the possible existence of unknown confounding factors, some of which could contribute to BDs. In this study, we observed significant increases in maternal age and the prevalence of total and age-related anomalies following China’s new two-child policy. Increases in live birth rate for infants with BDs born before 28 gestational weeks suggest that healthcare for very preterm births with BDs may be warranted in the future, as well as updating the definition of perinatal period.

3 June 2019 in Nature Communications
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Journal Article
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YMYan Mia Min
Yan Mia Min
XMXiaoguang Ma
Xiaoguang Ma
KSKris Sankaran
Kris Sankaran
YRYuan Ru
Yuan Ru
LCLijin Chen
Lijin Chen
Shankuan ZhuShankuan Zhu
Shankuan Zhu
The gut microbiome has been linked to host obesity; however, sex-specific associations between microbiome and fat distribution are not well understood. Here we show sex-specific microbiome signatures contributing to obesity despite both sexes having similar gut microbiome characteristics, including overall abundance and diversity. Our comparisons of the taxa associated with the android fat ratio in men and women found that there is no widespread species-level overlap. We did observe overlap between the sexes at the genus and family levels in the gut microbiome, such asHoldemanellaandGemmiger; however, they had opposite correlations with fat distribution in men and women. Our findings support a role for fat distribution in sex-specific relationships with the composition of the microbiome. Our results suggest that studies of the gut microbiome and abdominal obesity-related disease outcomes should account for sex-specific differences.

1 July 2019 in EBioMedicine
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Journal Article
Open access
CHChao Huang
Chao Huang
MCMurilo Cintra
Murilo Cintra
KBKevin Brennan
Kevin Brennan
MZMu Zhou
Mu Zhou
ACA. Dimitrios Colevas
A. Dimitrios Colevas
OGOlivier Gevaert
Olivier Gevaert
Radiomics-based non-invasive biomarkers are promising to facilitate the translation of therapeutically related molecular subtypes for treatment allocation of patients with head and neck squamous cell carcinoma (HNSCC). We included 113 HNSCC patients from The Cancer Genome Atlas (TCGA-HNSCC) project. Molecular phenotypes analyzed were RNA-defined HPV status, five DNA methylation subtypes, four gene expression subtypes and five somatic gene mutations. A total of 540 quantitative image features were extracted from pre-treatment CT scans. Features were selected and used in a regularized logistic regression model to build binary classifiers for each molecular subtype. Models were evaluated using the average area under the Receiver Operator Characteristic curve (AUC) of a stratified 10-fold cross-validation procedure repeated 10 times. Next, an HPV model was trained with the TCGA-HNSCC, and tested on a Stanford cohort (N = 53). Our results show that quantitative image features are capable of distinguishing several molecular phenotypes. We obtained significant predictive performance for RNA-defined HPV+ (AUC = 0.73), DNA methylation subtypes MethylMix HPV+ (AUC = 0.79), non-CIMP-atypical (AUC = 0.77) and Stem-like-Smoking (AUC = 0.71), and mutation of NSD1 (AUC = 0.73). We externally validated the HPV prediction model (AUC = 0.76) on the Stanford cohort. When compared to clinical models, radiomic models were superior to subtypes such as NOTCH1 mutation and DNA methylation subtype non-CIMP-atypical while were inferior for DNA methylation subtype CIMP-atypical and NSD1 mutation. Our study demonstrates that radiomics can potentially serve as a non-invasive tool to identify treatment-relevant subtypes of HNSCC, opening up the possibility for patient stratification, treatment allocation and inclusion in clinical trials. FUND: Dr. Gevaert reports grants from National Institute of Dental & Craniofacial Research (NIDCR) U01 DE025188, grants from National Institute of Biomedical Imaging and Bioengineering of the National Institutes of Health (NIBIB), R01 EB020527, grants from National Cancer Institute (NCI), U01 CA217851, during the conduct of the study; Dr. Huang and Dr. Zhu report grants from China Scholarship Council (Grant NO:201606320087), grants from China Medical Board Collaborating Program (Grant NO:15-216), the Cyrus Tang Foundation, and the Zhejiang University Education Foundation during the conduct of the study; Dr. Cintra reports grants from São Paulo State Foundation for Teaching and Research (FAPESP), during the conduct of the study.