Zhangling Chen’s research while affiliated with The Second Xiangya Hospital of Central South University and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (41)


Fig. 1. Flowchart showing participant selection for the study.
Table 2 (continued )
Association of Life's Essential 8 with risk of incident cardiovascular disease and mortality among adults with chronic kidney disease
  • Article
  • Full-text available

April 2025

·

5 Reads

American Journal of Preventive Cardiology

Zhenyu Huo

·

Jinfeng Li

·

·

[...]

·

Jingli Gao

Background The American Heart Association recently released an updated algorithm for evaluating cardiovascular health (CVH), Life's Essential 8 (LE8). However, few studies have examined the association of LE8 with risk of cardiovascular disease (CVD) and mortality among individuals with chronic kidney disease (CKD). We investigated whether LE8 was associated with subsequent risk of CVD and mortality in the Chinese population of adults with CKD. Methods This prospective study included 18,716 adults (55.4 ± 14.0 years, 77.9 % men) with CKD free of CVD at baseline from the Kailuan study. A LE8 score (range 0–100 points) was constructed based on diet, physical activity, smoking, sleep duration, body mass index, blood lipids, blood glucose, and blood pressure. Incident CVD and mortality were identified by electronic health records and registers. Multivariable Cox regression models were used to compute hazard ratios (HRs) and 95 % confidence intervals (CIs). Results During a median follow-up of 14.0 and 14.4 years, 2117 cases of CVD and 4190 deaths were documented. After adjusting for potential confounders, comparing the high LE8 score (80–100 points) to the low LE8 score (<50 points), the multivariable HRs (95 % CIs) were 0.28 (0.20, 0.40) for CVD, 0.14 (0.06, 0.34) for myocardial infarction, 0.35 (0.25, 0.50) for total stroke, and 0.68 (0.56, 0.83) for all-cause mortality, respectively. Conclusions Among patients with CKD, greater adherence to CVH, as defined by LE8, was significantly associated with a lower risk of CVD and all-cause mortality.

Download




Associations with risk of type 2 diabetes for replacement of different macronutrients with MUFA-Ps or MUFA-As. Multivariable models were adjusted for age, BMI (<23, 23.0–24.9, 25.0–26.9, 27.0–28.9, 29.0–30.9, 31.0–32.9, 33.0–34.9, 35.0–36.9, 37.0–38.9, 39.0–40.9, 41.0–42.9, 43.0–44.9 or ≥45.0 kg/m², or missing), ethnicity (white, African American, Hispanic or Asian), smoking status (never, past, current [1–14, 15–24 or ≥25 cigarettes/day] or missing), alcohol intake (0, 0.1–4.9, 5.0–14.9 or ≥15.0 g/day for women, and 0, 0.1–4.9, 5.0–29.9 or ≥30.0 g/day for men), multivitamin use (yes or no), physical activity (<3, 3.0–8.9, 9.0–17.9, 18.0–26.9, ≥27.0 metabolic equivalent of task-hours/week or missing), family history of diabetes (yes or no), menopausal status and postmenopausal hormone use (premenopausal, postmenopausal [never, past or current hormone use] or missing, for women), oral contraceptive use (never, past, current or missing, for NHSII), total energy intake (kJ/day), fruit and vegetable consumption (quintiles) and presence/absence of baseline hypertension and hypercholesterolaemia. For refined carbohydrate substitution, the model was further adjusted for energy from protein, whole grain carbohydrates, TFAs, PUFAs and SFAs; for TFA substitution, the model was further adjusted for total fats, PUFAs and SFAs; for SFA substitution, the model was further adjusted for total fats, TFAs and PUFAs. All MUFA-P models were further adjusted for MUFA-As, and vice versa. These pooled results were calculated based on the results from all cohorts using a fixed-effects meta-analysis. Data are reported as HR with 95% CI. T2D, type 2 diabetes
Monounsaturated fatty acids from plant or animal sources and risk of type 2 diabetes in three large prospective cohorts of men and women

January 2025

·

22 Reads

·

1 Citation

Diabetologia

Aims/hypothesis Existing evidence on the relationship between intake of monounsaturated fatty acids (MUFAs) and type 2 diabetes is conflicting. Few studies have examined whether MUFAs from plant or animal sources (MUFA-Ps and MUFA-As, respectively) exhibit differential associations with type 2 diabetes. We examined associations of intakes of total MUFAs, MUFA-Ps and MUFA-As with type 2 diabetes risk. Methods We used data from 51,290 women in the Nurses’ Health Study (1990–2016), 61,703 women in the Nurses’ Health Study II (1991–2017) and 29,497 men in the Health Professionals Follow-up Study (1990–2016). Using food frequency questionnaires and food composition tables, we calculated MUFA-P and MUFA-A intakes every 4 years and modelled their associations with type 2 diabetes using Cox regression models. Results During 3,268,512 person-years of follow-up, we documented 13,211 incident type 2 diabetes cases. After multivariate adjustment, total MUFA intake was associated with higher type 2 diabetes risk, with HR for Q5 vs Q1 of 1.10 (95% CI 1.01, 1.22). MUFA-Ps and MUFA-As demonstrated divergent associations, with HRs of 0.87 (95% CI 0.81, 0.94) and 1.34 (1.23, 1.45), respectively. In substitution analyses, HRs were 0.92 (95% CI 0.86, 0.99) for replacing 2% of energy from trans fatty acids or 0.72 (0.66, 0.78) and 0.82 (0.77, 0.88) for replacing 5% from MUFA-As and 5% from the sum of saturated fatty acids and MUFA-As with MUFA-Ps, respectively. Substituting MUFA-As for saturated fatty acids and refined carbohydrates was associated with a 43% and 33% higher risk, respectively. Conclusions/interpretation Higher intake of MUFA-Ps was associated with lower type 2 diabetes risk, whereas increased intake of MUFA-As was associated with higher risk. Replacing saturated fatty acids, trans fatty acids and MUFA-As with MUFA-Ps may be beneficial for type 2 diabetes prevention. Graphical Abstract


Abstract 4142783: Association of Body Roundness Index and Cardiovascular Disease among US Adults

November 2024

·

2 Reads

Circulation

Background: Obesity is one of the major risk factors for cardiovascular disease (CVD), body roundness index (BRI) is more comprehensive in assessing fat distribution than traditional measurements. However, evidence regarding the association between BRI and the risk of CVD was limited, particularly in American people. This current study aimed to investigate the association between BRI and the risk of CVD among US adults. Hypothesis: We hypothesized that higher BRI was associated with a higher risk of CVD. Methods: A total of 21,852 participants were included in the National Health and Nutrition Examination Surveys from 6 survey cycles (2003-2004, 2005-2006, 2007-2008, 2009-2010, 2011-2012, 2013-2014, 2015-2016 and 2017-2018). Weighted multivariate logistic regression was carried out to examine the relationship between BRI and the risk of CVD. Restricted cubic spline (RCS) curves were employed to analyze nonlinear relationships. Results: Among 21,852 US adults, the mean (SD) age was 47.5 (17.3) years, 10,669 (48.8%) were female, and 1886 were diagnosed with CVD. In the weighted multi-variable logistic regression model with adjustment for demographics, lifestyle, economic status and dietary factors, higher BRI was significantly associated with a substantially higher risk of CVD. Compared with the participants in the lowest quartile of BRI, those in the highest quartile of BRI had a higher CVD, with OR and 95%CI of 2.47 (1.92-3.17). Furthermore, the RCS demonstrated a linear dose-response relationship between BRI and CVD (P non-linearity =0.29). Conclusion: This national cohort study found a higher BRI was associated with a higher risk of CVD among US adults. BRI may provide a new perspective for CVD prevention among adults.


Abstract 4141311: The Association Between Oxidative Balance Score and Hypertension: A Cross-Sectional Study

November 2024

Circulation

Background: The association between oxidative stress score (OBS) and hypertension remains unclear in the US population. Hypothesis: We hypothesized that higher OBS was associated with a lower risk of hypertension. Methods: A total of 22,938 adults (mean age: 47.2 years) were enrolled from 8 survey cycles of NHANES (2003-2004, 2005-2006, 2007-2008, 2009-2010, 2011-2012, 2013-2014, 2015-2016 and 2017-2018). The total OBS consisted of the dietary OBS and the lifestyle OBS, based on 16 dietary components (including dietary iron, zinc, total fat, copper, selenium, magnesium, calcium, vitamin C, E, B6 and B12, total folate, carotene, niacin, riboflavin, and fiber) and 4 lifestyle components (including body mass index, alcohol, smoking, and physical activity). Weighted multivariate logistic regression was used to investigate the association between OBS and hypertension, and restricted cubic spline (RCS) assessed the nonlinear relationship. Results: In the multivariate-adjusted model, a substantially inverse association was observed between total OBS and risk of hypertension. Comparing the extreme quartile groups, the OR and 95% CI were 0.62 (0.52-0.73). Furthermore, higher dietary OBS and lifestyle OBS were similarly associated with a lower risk of hypertension (OR (95%CI): 0.78(0.66,0.93); 0.38(0.33,0.44), respectively). The RCS exhibited a nonlinear dose-response association between total OBS and hypertension ( P non-linearity < 0.001). Conclusion: These findings support the potential beneficial role of OBS for the prevention of hypertension in adults.


Abstract 4135338: Associations between plant-based diets and total mortality among Chinese older participants with cardiometabolic diseases: a prospective cohort study

November 2024

·

11 Reads

Circulation

Background and Aims: Plant-based diets have been associated with a lower risk of total mortality among generally health populations. However, the associations of plant-based diets with total mortality remain unclear among older people with cardiometabolic diseases, who have an elevated risk of mortality. Methods: We prospectively followed 4,485 participants (mean age: 84 years) from the China Prospective Longitudinal Survey of Health and Longevity (2006-2018), who had cardiometabolic disease in 2006. Dietary data were collected at baseline using a food-frequency questionnaire. Using these data, we created an overall plant-based diet index (PDI), in which plant-based foods received positive scores while animal foods (meat, fish and aquatic products, eggs, milk, animal fats) received reversed scores accordingly. We also created a healthful plant-based diet index (hPDI), where healthy plant-based foods (whole grains, vegetables, vegetable oils, fresh fruits, legumes, beans, garlic, nuts, tea) received positive scores, while less healthy plant-based foods (refined grains, pickles, sugar, preserved vegetables) and animal-based foods were given reversed scores. In addition, an unhealthful plant-based diet index (uPDI) was created by assigning positive scores to less healthy plant-based foods while reverse scores to healthy plant-based foods and animal-based foods. We used Cox proportional hazards regression to compute hazard ratios (HRs) and 95% CIs for total mortality, with adjustment for demographics, dietary and lifestyle factors, and medical history. Results: During a 12 years of follow-up, 2,881 deaths were recorded. A higher score from PDI and hPDI was associated with a lower risk total mortality among participants with cardiometabolic diseases (HR and 95% CI for extreme quintiles of PDIs: 0.85, 95% CI 0.75–0.96, P trend < 0.001; hPDI: 0.84 (0.74–0.94), P trend < 0.001). A higher uPDI score was associated with a higher total mortality among participants with cardiometabolic diseases (uPDI: 1.28 (1.13-1.47), P trend < 0.001). These results were consistent in subgroup analyses by age, sex, smoking status, alcohol consumption, education level, physical activity, and BMI. Conclusion: Our study suggests that among older Chinese participants with cardiometabolic diseases, adherence to an overall plant-based diet or a healthful plant-based diet, is associated with a lower total mortality, while an unhealthful plant-based diet was associated with a higher total mortality.


Abstract 4144238: Associations of neutrophil counts with risk of cardiovascular disease and all-cause and cause-specific mortality: a systematic review and meta-analysis of prospective cohorts

November 2024

·

3 Reads

Circulation

Background and Aims: High neutrophil counts, an easily accessible inflammation biomarker, has been linked to risk of cardiovascular disease (CVD), and mortality, but with mixed results. We aimed to summarize published associations between neutrophil counts with risk of CVD and all-cause and cause-specific mortality among generally healthy populations. Methods: We searched Medline, Embase, Web of Science, and Cochrane CENTRAL databases until March 2024. Random effect meta-analysis was conducted to calculate pooled risk ratios (RRs) and 95% confidence intervals (95%CIs) for highest versus lowest categories of neutrophil counts in relation to risk of CVD and all-cause and cause-specific mortality among general healthy populations. Linear and non-linear dose-response analyses were also performed. Results: Our systematic review and meta-analysis included 22 prospective cohort studies. During a median/mean follow-up period of 3.8 to 18.3 years, 73,934 CVD events and 80,317 deaths occurred among 1,962,191 participants. Higher neutrophil counts were associated with a higher risk of CVD incidence and all-cause mortality, CVD mortality, and non-CVD mortality. The pooled RRs (95%CIs) of highest versus lowest categories of neutrophil counts were 1.32 (1.20, 1.45) for risk of CVD incidence, 1.61 (1.23, 2.11) for all-cause mortality, 1.71 (1.45, 2.01) for CVD mortality, and 1.68 (1.17, 2.40) for non-CVD mortality. Further, per 1 SD increase of neutrophil counts was associated with a 4%, 12%, 14%, and 24% higher risk for CVD events, all-cause mortality, CVD mortality, and non-CVD mortality, respectively. In addition, a secondary dose-response analysis revealed a non-linear association of neutrophil counts with risk of CVD events (P non-linearity = 0.01), but a linear positive association with CVD mortality (P non-linearity = 0.87). The pooled associations of neutrophil counts with CVD risk, and all-cause, CVD, and non-CVD mortality did not differ by age, sex, region, and follow-up duration. Conclusions: Higher neutrophil counts were associated with a substantially higher risk of CVD events and all-cause, CVD, and non-CVD mortality.


Flow chart of study selection
Association of artificially sweetened beverage consumption with all-cause, CVD, and cancer mortality for highest vs. lowest intake, using random-effects meta-analysis. Weights of each of the estimates are represented by the size of the square. Blue diamond represents the individual estimate effects and black lines represent the 95% confidence interval. The x axis is the relative risk. The pooled effect estimates, and 95% confidence intervals are represented by the diamond. I² refers to the proportion of heterogeneity between studies
Association of artificially sweetened beverage consumption with all-cause, CVD, and cancer mortality, for 1 serving per day, using random-effects meta-analysis. Weights of each of the estimates are represented by the size of the square. Blue diamond represents the individual estimate effects and black lines represent the 95% confidence interval. The x axis is the relative risk. The pooled effect estimates, and 95% confidence intervals are represented by the diamond. I² refers to the proportion of heterogeneity between studies
Dose-response association of artificially sweetened beverage consumption with all-cause, CVD, and cancer mortality, using restricted cubic spline
Hazard ratio of all-cause, CVD, and cancer mortality when substituting 1 serving/d of sugar sweetened beverages with equivalent amounts of artificially sweetened beverages, using random-effects meta-analysis. Weights of each of the estimates are represented by the size of the square. Blue diamond represents the individual estimate effects and black lines represent the 95% confidence interval. The x axis is the relative risk. The pooled effect estimates, and 95% confidence intervals are represented by the diamond. I² refers to the proportion of heterogeneity between studies
Artificially sweetened beverage consumption and all-cause and cause-specific mortality: an updated systematic review and dose-response meta-analysis of prospective cohort studies

July 2024

·

93 Reads

·

1 Citation

Nutrition Journal

Background Artificially sweetened beverages (ASB) are consumed globally, but their impact on overall health remains uncertain. We summarized published associations between ASB intake with all-cause and cause-specific mortality. Methods We searched Medline, Embase, Web of Science, and Cochrane CENTRAL databases until August 2023. Random effect meta-analysis was conducted to calculate pooled risk ratios (RRs) and 95% confidence intervals (95%CIs) for highest versus lowest categories of ASB consumption in relation to all-cause and cause-specific mortality. Linear and non-linear dose-response analyses were also performed. Results Our systematic review and meta-analysis included 11 prospective cohort studies. During a median/mean follow-up period of 7.0 to 28.9 years, 235,609 deaths occurred among 2,196,503 participants. Intake of ASB was associated with higher risk of all-cause and CVD mortality with pooled RRs (95%CIs) of highest vs. lowest intake categories of 1.13 (1.06, 1.21) (I² = 66.3%) for all-cause mortality and 1.26 (1.10, 1.44) (I² = 52.0%) for CVD mortality. Dose-response analysis revealed a non-linear association of ASB with all-cause mortality (pnon−linearity = 0.01), but a linear positive association with CVD mortality (pnon−linearity = 0.54). No significant association was observed for ASB intake and cancer mortality. Moreover, a secondary meta-analysis demonstrated that replacing 1 serving/day of sugary sweetened beverages (SSB) with ASB was associated with 4–6% lower risk of all-cause and CVD mortality. Per NutriGrade, the evidence quality for associations between ASB intake with all-cause and CVD mortality was moderate. Conclusions Higher intake of ASB was associated with higher risk of all-cause and CVD mortality, albeit a lower risk than for SSB. Systematic review registration PROSPERO registration no. CRD42022365701.


Citations (21)


... Second, these cohorts were largely composed of white health professionals, which may limit the generalisability of our findings to individuals of other racial/ethnic groups or socioeconomic status. For example, the primary MUFA-P and MUFA-A food sources could differ among populations with different socioeconomic status, as the populations with lower socioeconomic status may be able to afford only less healthy MUFA food sources and thus adopt unhealthy dietary patterns and lifestyle [45,46], which may influence the associations of MUFA consumption with type 2 diabetes risk. Yet, data on MUFAs and type 2 diabetes risk are largely limited among populations with low socioeconomic status, and more studies among populations with low socioeconomic status are needed. ...

Reference:

Monounsaturated fatty acids from plant or animal sources and risk of type 2 diabetes in three large prospective cohorts of men and women
Life’s Essential 8 in Relation to Cardiovascular Disease and Mortality in Individuals With Diabetes
  • Citing Article
  • May 2024

JACC Asia

... Although energy density and nutrient content have no bearing on Nova classification, UPFs are often energy dense and nutrient poor (Gupta et al., 2019), and higher UPF consumption has been associated with substantially lower diet quality in several studies Torquato et al., 2024). However, in many cases, the associations between UPF intake and adverse health outcomes remain after adjusting for diet quality (Dicken & Batterham, 2021;Fung et al., 2024;Wang et al., 2022). Very limited clinical work has evaluated the health impact of diets comprised of UPFs. ...

Ultra-processed foods, unprocessed/minimally processed foods and risk of frailty in a cohort of U.S. females
  • Citing Article
  • May 2024

American Journal of Clinical Nutrition

... This preventative approach primarily focuses on averting the initial development of risk factors, rather than preventing the onset of a specific disease, as seen in primary prevention. Nevertheless, the initial LE8 score, which may be affected by lifestyle aspects, may not be effective in foreseeing mid-and long-term health outcomes [36]. It is vital to investigate how changes in LE8 scores over time impact CVD and health outcomes. ...

Changes in Life's Essential 8 and risk of cardiovascular disease in Chinese people
  • Citing Article
  • April 2024

The European Journal of Public Health

... 10 Asialoglycoprotein receptor 1 (ASGR1), a receptor highly and selectively expressed on hepatocytes, has garnered attention in recent years for its potential roles in cholesterol metabolism and cardiovascular disease treatment. 11,12 Its soluble form, sASGR1, is implicated in inflammatory cascades, serving as an immune mediator and potentially contributing to chronic inflammation in various diseases. 13 Given the close link between T2DM and metabolic abnormalities, and its tendency to lead to chronic complications, especially those affecting lipid metabolism, cardiovascular health, and inflammation, 14,15 it is fascinating to consider whether ASGR1 might also contribute to the pathophysiology of T2DM. ...

The serum soluble ASGR1 concentration is elevated in patients with coronary artery disease and is associated with inflammatory markers

Lipids in Health and Disease

... Furthermore, our results on the divergent associations across UPF groups replicate findings from a single previous study conducted in the US, 16 strengthening the collective evidence. Of note, future research must undertake meticulously designed food-specific isocaloric replacement analyses [88][89][90] to scrutinize the associations between the displacement of specific equivalent non-UPF by UPF groups and their role on CVD. These analyses will address one of the proposed concepts for reducing UPF intake, which is enabling substitution with less processed and healthier options, such as fruits, vegetables, nuts, and fish. ...

Response to Comment on Chen et al. Ultra-Processed Food Consumption and Risk of Type 2 Diabetes: Three Large Prospective U.S. Cohort Studies. Diabetes Care 2023;46:1335–1344
  • Citing Article
  • January 2024

Diabetes Care

... Asupan protein sebagian besar dari asupan protein hewani (prediabetes: RH = 1,35, 95% CI: 1,20-1,51 dan diabetes tipe 2: RH = 1,35, CI 95%: 1,18-1,53). Sejalan dengan ini, asupan protein hewani yang lebih tinggi dibandingkan protein nabati secara signifikan berhubungan dengan risiko prediabetes dan diabetes tipe 2 (21). ...

Protein Intake and Risk of Prediabetes and Type 2 Diabetes
  • Citing Article
  • October 2018

... Food additives and contaminants newly formed during processing may also play a role in cardiovascular risk. Additives contained into UPFs with adverse cardiometabolic effects include for example glutamates [13,14], emulsifiers [15,16], and sulfites [17]. In chronic alcoholic (30% ethanol/100 g body weight) and normal adult male mice, the oral ingestion of monosodium glutamate (4 mg/g body weight and above) increased lipid peroxidation and decreased the levels of endogenous antioxidants [14]. ...

Dietary glutamine and glutamate in relation to cardiovascular disease incidence and mortality in US men and women with diabetes mellitus
  • Citing Article
  • September 2023

Journal of Nutrition

... In China, the prevalence of hypertension among older adults has been reported to be alarmingly high [4], with estimates suggesting that more than 40% of the middle-aged and older population is hypertensive [5], emphasizing the need for effective prevention strategies. Previous studies have identified various lifestyle factors, such as diet, physical activity, and smoking, as influential in hypertension management [6][7][8]. However, the influence of social participation-a key aspect of psychosocial well-being-remains understudied in this demographic. ...

Dietary fruits and vegetables and risk of cardiovascular diseases in elderly Chinese

The European Journal of Public Health

... The consumption of highly processed foods represents one of the key actors in mediating the metabolic aberrations associated with the Western diet. Indeed, they have been implicated in promoting body weight gain and obesity [9], T2DM [10] and increased cardiovascular risk [11]. Although highly processed foods are high in long-chain saturated fatty acids and sugars and low in dietary fiber, these nutrients may not be the only mediators of their effect on metabolic health and insulin resistance in particular. ...

Ultra-Processed Food Consumption and Risk of Type 2 Diabetes: Three Large Prospective U.S. Cohort Studies
  • Citing Article
  • February 2023

Diabetes Care

... Phytoestrogens also possess antioxidative, anti-inflammatory, and pro-autophagic properties 14,15 , making them potential dietary components with lifespan extension effects by targeting the hallmarks of aging 15 . Population studies have shown that a higher intake of phytoestrogens is associated with a reduced risk of age-related diseases, including type II diabetes 16 , hypertension 17 , coronary heart disease 18,19 , and some types of cancers 20 , as well as all-cause mortality [21][22][23][24][25] and mortality from cardiovascular disease 22 and cancer 21,22 . However, the relationship between phytoestrogen consumption and biological aging remains unclear. ...

Dietary phytoestrogens and total and cause-specific mortality: results from 2 prospective cohort studies
  • Citing Article
  • December 2022

American Journal of Clinical Nutrition