Combination of C-reactive protein and fibrinogen-to-albumin ratio as a novel predictor of all-cause mortality in heart failure patients
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Sirui Yang
Abstract
Heart failure (HF) is a common cardiovascular disease that is related to systemic inflammation. This study aimed to assess the role of C-reactive protein (CRP) combined with fibrinogen-to-albumin ratio (C-FAR) on the prognosis of all-cause mortality in different types of HF. A total of 1,221 hospitalized HF patients from the First Affiliated Hospital of Kunming Medical University between January 2017 and October 2021 were retrospectively analyzed. Patients were categorized into a low C-FAR group (C-FAR < 0.69) and a high C-FAR group (C-FAR ≥ 0.69) according to the median C-FAR value. We used Kaplan–Meier plots, restricted cubic spline regression, Cox survival analyses, and time-dependent receiver operating characteristic (ROC) analyses to evaluate the prognostic role of C-FAR on all-cause mortality in different types of HF. After excluding patients lost to follow-up and those with missing data, we ultimately included 1,196 patients with HF. The Kaplan–Meier plots showed that HF patients with high C-FAR levels had a significantly greater risk of all-cause mortality. In all four Cox proportional risk models, C-FAR was an independent predictor of all-cause mortality. Based on the ROC curve, the area under the curve (AUC) for C-FAR was greater than the AUC for Lg BNP. In the subgroup analyses, patients had the highest risk of all-cause mortality when FAR ≥ 0.091 and CRP ≥ 7.470. Regardless of the type of HF, C-FAR can be a good predictor of prognosis for all-cause mortality in HF patients, and patients with high C-FAR had a significantly increased risk of death compared to those with low C-FAR.
1 Introduction
Heart failure (HF) remains a rising global epidemic and the fastest-growing cardiovascular disease (CVD) in the world [1]. Despite improved survival, patients with HF are still at risk of substantial mortality or recurrent decompensation requiring hospitalization [2]. The 2021 ESC HF Guidelines state that patients with HF can be divided into three categories according to left ventricular ejection fraction (LVEF): HF with reduced ejection fraction (HFrEF) is defined as an LVEF <40%; HF with mildly reduced ejection fraction (HFmrEF) is defined as an LVEF of 40–49%; and HF with preserved ejection fraction (HFpEF) is defined as an LVEF ≥50%. There are also differences in risk factors, pathophysiology, and treatments among different types of HF [3]. HF is characterized by chronic inflammation, both locally in the heart and in the circulation, so chronic systemic inflammation is associated with an increased risk of HF. More precisely, the high plasma concentrations of several proinflammatory cytokines are closely related to disease progression and poor prognosis [4,5].
C-reactive protein (CRP), an acute-phase reactant predominantly released from hepatocytes, is a nonspecific inflammatory marker clearly associated with adverse CVD outcomes [6]. Previous observational studies reported that CRP, as a representative biomarker of systemic inflammation, can predict the development and prognosis of HF [7,8,9].
Another inflammatory marker, fibrinogen (FIB), is an important determinant of blood viscosity and platelet aggregation and is also considered to be related to HF risk [10]. Some studies have confirmed the relationship between low serum albumin (ALB) and an increase in CVD incidence and mortality [11,12,13]. The fibrinogen-to-ALB ratio (FAR), which comprises these two indicators, is independently associated with the presence and severity of coronary artery disease and may serve as a potential prognostic indicator for patients with CVD [14,15]. A study by Rong Huang et al. demonstrated that FAR was independently associated with adverse prognosis in patients with acute decompensated HF in diabetes mellitus [16]. Xu et al. found that the FAR is an independent prognostic risk factor for 90-day and 1-year all-cause mortality among HF patients [17].
Several studies have shown that FAR and CRP are associated with the prognosis of HF patients [16,18,19], so we speculate that FAR combined with CRP may also affect the prognosis of patients with HF. The aim of our study was to evaluate the clinical prognostic impact of FAR combined with CRP in worsening HF patients with different ejection fractions.
2 Materials and methods
2.1 Study population
A retrospective analysis of 1,221 consecutive patients with acute exacerbation of chronic HF admitted to the First Affiliated Hospital of Kunming Medical University from January 2017 to October 2021 was carried out. The enrolled patients with HF had a New York Heart Association (NYHA) functional class of III or IV and brain natriuretic peptide (BNP) levels of at least 500 pg/mL on admission. After excluding patients with missing data (blood test results, echocardiographic data), other serious illnesses (malignancy, infections, or severe renal or hepatic impairment), and those who were lost to follow-up, 1,196 patients remained and were included in this study.
2.2 Data collection and definitions
Patient demographics (including age and sex), clinical history, anthropometric data, laboratory test results, echocardiographic data, and information on medication use during hospitalization were collected at admission. Some peripheral venous blood samples were collected on admission for routine blood tests, while some were collected after overnight fasting (>8 h), and the different variables were measured in the laboratory. FIB, ALB, CRP, D-dimer, troponin, creatine kinase-MB, BNP, hemoglobin, uric acid (UA), creatinine, white blood cell (WBC) count, fasting plasma glucose (FPG), total cholesterol (TC), triglycerides (TGs), low-density lipoprotein cholesterol, high-density lipoprotein cholesterol, serum sodium, serum potassium, alanine aminotransferase (ALT), and aspartate transaminase (AST) levels were measured.
Patients were followed up primarily through telephone contact. If no response was received, follow-up was terminated at the time of the patient’s last available medical record. The endpoint of this study was all-cause mortality in patients with HF.
FAR was defined as the ratio of the plasma FIB level (g/L) to the plasma ALB level (g/L). C-FAR was calculated as the serum CRP level (mg/L) × FAR. Because the raw values of BNP had a highly skewed distribution, they were logarithmically transformed.
2.3 Statistical analysis
We divided the patients into a low C-FAR group (C-FAR <0.69) and a high C-FAR group (C-FAR ≥ 0.69) according to the median C-FAR value. Continuous variables were classified as normally or nonnormally distributed by the normality test. The independent samples t test was used to compare differences in normally distributed continuous variables, and the Mann‒Whitney U rank sum test was used to compare differences in nonnormally distributed data. Continuous variables are presented as the mean ± standard deviation if normally distributed or as the median with interquartile range if nonnormally distributed. Categorical variables are summarized as numbers and percentages. Between-group differences in categorical variables were compared using the χ 2 test.
The cumulative incidence of all-cause death was calculated using Kaplan–Meier plots and the log-rank test. The restricted cubic spline models allowed us to determine the association of C-FAR with the risk of all-cause mortality. Unadjusted univariate Cox proportional hazard regression analyses were applied to show the estimated impact of each variable on all-cause mortality. Multivariate analysis using COX regression model tested variables that were significant (P < 0.05) in the univariate analysis to determine independent predictors of all-cause mortality. Multivariate Cox proportional hazards models were applied to determine the associations of C-FAR with the incidence rates of all-cause mortality. The first unadjusted group was regarded as the reference group. The results are expressed as hazard ratios (HRs) with 95% confidence intervals (CIs). Time-dependent receiver operating characteristic (ROC) curves and the corresponding area under the curve (AUC) were calculated to compare the predictive ability of C-FAR in HF patients.
The correlation coefficient was calculated for statistical correlations between continuous variables based on Spearman’s nonparametric test. In addition, we performed stratification analysis to confirm whether the effect of FAR and CRP differed in each of the subgroups. Patients with HF were divided into group 1 (FAR < 0.091 + CRP < 7.470), group 2 (FAR < 0.091 + CRP ≥ 7.470), group 3 (FAR ≥ 0.091 + CRP < 7.470), and group 4 (FAR ≥ 0.091 + CRP ≥ 7.470) according to the median FAR and CRP values.
Data were analyzed statistically using SPSS ver. 25.0 and R 4.3.1. A double-sided P value <0.05 was considered statistically significant.
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Informed consent: Informed written consent was obtained from all patients before the intervention.
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Ethical approval: This study was endorsed by the medical ethics committee of the First Affiliated Hospital of Kunming Medical University and complied with the Declaration of Helsinki.
3 Results
3.1 Baseline patient characteristics
After excluding patients lost to follow-up and those with missing data, 1,196 HF patients were enrolled in the study. The median age of the patients was 67 years, and 38.0% were women. Compared to the low C-FAR group, patients in the high C-FAR group had higher values of WBC, FIB, CRP, FPG, UA, creatinine, and sodium and worse NYHA class, while they had lower values of RBC, hemoglobin, and GFR and a higher proportion of combined diabetes (all P values <0.05) (Table 1).
Baseline characteristics according to C-FAR
Characteristics | Total (n = 1,196) | Low C-FAR group (n = 598) | High C-FAR group (n = 598) | P value |
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Age, years | 66.83 ± 12.51 | 65.55 ± 12.90 | 68.11 ± 12.00 | 0.113 |
Female, n (%) | 454 (38.0) | 239 (40.0) | 215 (47.4) | 0.153 |
BMI, kg/m2 | 23.02 ± 3.81 | 22.98 ± 3.96 | 23.06 ± 3.66 | 0.304 |
NYHA, n (%) | 0.001 | |||
Class Ⅳ | 444 (37.1) | 194 (32.4) | 250 (41.8) | |
Heart rate (bpm) | 85.24 ± 21.02 | 83.05 ± 20.08 | 87.43 ± 21.71 | 0.023 |
SBP, mmHg | 122.10 ± 22.94 | 122.20 ± 22.65 | 122.00 ± 23.26 | 0.927 |
DBP, mmHg | 76.23 ± 15.04 | 76.79 ± 15.20 | 75.67 ± 14.88 | 0.212 |
Medical history, n (%) | ||||
Smoking status | 409 (34.2) | 195 (32.6) | 214 (35.8) | 0.247 |
Drinking status | 201 (16.8) | 100 (16.7) | 101 (16.9) | 0.983 |
Coronary heart disease | 619 (51.8) | 298 (49.8) | 321 (53.7) | 0.183 |
Hypertension | 660 (55.2) | 319 (53.3) | 341 (57.0) | 0.201 |
Diabetes | 341 (28.5) | 147 (24.6) | 194 (32.4) | 0.003 |
Atrial fibrillation | 406 (33.9) | 202 (33.8) | 204 (34.1) | 0.903 |
LVEF | 0.812 | |||
HFrEF | 499 (41.7) | 249 (41.6) | 250 (41.8) | |
HFmrEF | 233 (19.5) | 113 (18.9) | 120 (20.1) | |
HFpEF | 464 (38.8) | 236 (39.5) | 228 (38.1) | |
Laboratory data | ||||
WBC (109/L) | 6.93 (5.54, 9.07) | 6.47 (5.34, 8.21) | 7.39 (5.78, 10.09) | <0.001 |
RBC (1012/L) | 4.55 ± 0.77 | 4.61 ± 0.72 | 4.48 ± 0.80 | 0.041 |
PLT (109/L) | 192.00 (148.00, 243.00) | 192.50 (152.00, 240.00) | 191.00 (145.75, 247.25) | 0.730 |
Fibrinogen (g/L) | 3.57 ± 1.30 | 3.12 ± 0.96 | 4.01 ± 1.43 | <0.001 |
ALB (g/L) | 36.69 ± 4.55 | 37.93 ± 4.23 | 35.46 ± 4.53 | 0.465 |
Hemoglobin (g/L) | 138.11 ± 24.17 | 140.15 ± 22.70 | 136.06 ± 25.41 | 0.006 |
Lg BNP | 3.17 ± 0.28 | 3.13 ± 0.27 | 3.20 ± 0.29 | 0.155 |
CRP (mg/L) | 7.47 (3.00, 21.78) | 3.00 (1.60, 5.00) | 21.69 (12.60,47.89) | <0.001 |
FPG (mmol/L) | 5.03 (4.16, 6.50) | 4.89 (4.12, 5.99) | 5.12 (4.22, 7.15) | <0.001 |
UA (μmol/L) | 477.10 (370.50, 588.10) | 467.90 (365.00, 567.10) | 493.35 (382.08, 606.55) | 0.016 |
Creatinine (μmol/L) | 103.50 (83.20, 134.10) | 98.85 (81.13, 125.35) | 108.70 (86.68, 140.90) | <0.001 |
GFR (ml/min) | 44.10 (32.33, 56.69) | 46.13 (34.87, 59.36) | 42.16 (29.74, 54.13) | <0.001 |
Sodium (mmol/L) | 141.01 ± 4.43 | 141.55 ± 4.01 | 140.46 ± 4.75 | 0.001 |
Potassium (mmol/L) | 3.94 ± 0.60 | 3.96 ± 0.58 | 3.92 ± 0.62 | 0.203 |
Chlorine (mmol/L) | 102.92 ± 4.68 | 103.62 ± 4.49 | 102.21 ± 4.76 | 0.148 |
Total cholesterol (mmol/L) | 3.64 ± 1,01 | 3.73 ± 0.99 | 3.56 ± 1.03 | 0.552 |
TG (mmol/L) | 1.10 (0.86, 1.50 | 1.10 (0.85, 1.53) | 1.10 (0.87, 1.46) | 0.768 |
AST (U/L) | 28.60 (20.03, 43.28) | 28.20 (20.28,40.00) | 28.85 (20.00, 48.93) | 0.081 |
ALT (U/L) | 25.05 (16.70, 42.30) | 25.00 (16.88, 41.00) | 25.80 (16.25, 45.40) | 0.513 |
Medications at admission, n (%) | ||||
CRT/ICD | 116 (9.7) | 54(9.0) | 62(10.4) | 0.895 |
SGLT2i | 263 (22.0) | 145 (24.2) | 118 (19.7) | 0.059 |
Beta-blocker | 690 (57.7) | 365 (61.1) | 325 (54.4) | 0.615 |
Aldosterone antagonist | 947 (79.2) | 435 (72.7) | 474 (79.3) | 0.943 |
ACEI/ARB/ARNI | 587 (49.1) | 330 (55.2) | 257 (43.0) | 0.321 |
Diuretics | 930 (77.8) | 397 (66.4) | 533 (89.1) | 0.838 |
BMI: body mass index; NYHA: New York Heart Association; SBP: systolic blood pressure; DBP: diastolic blood pressure; LVEF: left ventricular ejection fraction; WBC: white blood cell; RBC: red blood cell; PLT: blood platelet; ALB: albumin; BNP: B-type natriuretic peptide; CRP: C-reactive protein; FPG: fasting plasma glucose; UA: uric acid; GFR: glomerular filtration rate; AST: alanine aminotransferase; ALT: aspartate transaminase; SGLT2i: sodium-glucose cotransporter 2 inhibitor; ACEI: angiotensin-converting enzyme inhibitor; ARB: angiotensin receptor inhibitor; ARNI: angiotensin receptor neprilysin inhibitor.
Note: low C-FAR: C-FAR < 0.69, high C-FAR: C-FAR ≥ 0.69.
Differences in normally distributed continuous variables were compared using variance analyses, and those in nonnormally distributed data were compared using Mann‒Whitney U tests. chi-square tests were used to compare differences in categorical variables between groups.
3.2 Prediction of the incidence of all-cause mortality by C-FAR
Kaplan‒Meier analysis showed that the cumulative incidence of all-cause mortality was higher in the high C-FAR group (C-FAR ≥ 0.69) than in the low C-FAR group (C-FAR <0.69) for all patients (log-rank test, chi-square 122.113, P < 0.001) (Figure 1a), HFrEF + HFmrEF patients (log-rank test, chi-square 77.427, P < 0.001) (Figure 1b), and HFpEF patients (log-rank test, chi-square 44.780, P < 0.001) (Figure 1c).

Kaplan‒Meier analysis for all-cause mortality according to different C-FAR levels. (a) All HF patients, (b) HFrEF plus HFmrEF patients, and (c) HFpEF patients. Note: Q1: low C-FAR, C-FAR < 0.69, Q2: high C-FAR, C-FAR ≥ 0.69. The line represents the reference value of the survival rate, and the corresponding color area represents the CI. The all-cause mortality of the high C-FAR group was higher than the low C-FAR group for all patients, regardless of the type of HF.
As shown in Figure 2, we used restricted cubic splines to flexibly model and visualize the relation of C-FAR levels with all-cause mortality in all HF patients and different types of HF patients. C-FAR was roughly positively correlated with the risk rate of all-cause death for all patients. In HFpEF patients, C-FAR was also roughly positively correlated with the risk rate of all-cause death. However, in HFrEF + HFmrEF patients, C-FAR was positively correlated with the risk of all-cause death at first and then negatively correlated.

Restricted cubic spline analysis for the association of C-FAR and all-cause mortality. (a) All HF patients, (b) HFrEF plus HFmrEF patients, and (c) HFpEF patients. Note: HRs are indicated by solid lines and 95% CIs by shaded areas.
3.3 C-FAR as an independent predictor
Table 2 shows the four multivariate Cox proportional hazard models used to determine the correlation between the C-FAR groups and all-cause mortality. In model 4, the covariates adjusted for included age, body mass index, NYHA cardiac function classification, Lg BNP, creatinine, serum UA, and GFR. With the low C-FAR group as a reference, high C-FAR was associated with a higher incidence of all-cause mortality in all HF patients and in different types of HF patients. Compared with low-level C-FAR patients, the HR of high-level C-FAR patients increased by 1.168 times in all HF patients, by 1.152 times in HFrEF plus HFmrEF patients, and by 0.915 times in HFpEF patients (P < 0.001).
Cox proportional hazards models for the association of C-FAR and the risk of all-cause mortality
Model | All HF patients | HFrEF plus HFmrEF | HFpEF | |||
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HR (95% CI) | P | HR (95% CI) | P | HR (95% CI) | P | |
Unadjusted | 2.601 (2.181, 3.101) | <0.001 | 2.582 (2.074,3.216) | <0.001 | 2.641 (1.965, 3.551) | <0.001 |
Adjusted model 1 | 2.464 (2.066, 2.940) | <0.001 | 2.466 (1.979, 3.073) | <0.001 | 2.437 (1.812, 3.278) | <0.001 |
Adjusted model 2 | 2.512 (2.105, 2.998) | <0.001 | 2.516 (2.019,3.136) | <0.001 | 2.479 (1.843, 3.335) | <0.001 |
Adjusted model 3 | 2.267 (1.897, 2.709) | <0.001 | 2.207 (1.757, 2.772) | <0.001 | 1.996 (1.471, 2.707) | <0.001 |
Adjusted model 4 | 2.168 (1.808, 2.600) | <0.001 | 2.152 (1.710, 2.707) | <0.001 | 1.915 (1.407, 2.606) | <0.001 |
Ref.: low C-FAR (C-FAR <0.69).
Adjusted model 1: adjusted for age.
Adjusted model 2: adjusted for age and BMI.
Adjusted model 3: model 2 + NYHA cardiac function classification and Lg BNP.
Adjusted model 4: model 3 + creatinine, serum UA, and GFR.
3.4 Predictive ability of C-FAR
We constructed time-dependent ROC curves to investigate the ability of C-FAR to predict all-cause mortality in HF patients. In ROC curve analysis, C-FAR had an AUC of 0.717 (95% CI 0.688–0.746), with a sensitivity of 63.9% and a specificity of 70.0%, for predicting the prognosis of all HF patients. C-FAR was significantly better than Lg BNP (AUC 0.639, 95% CI 0.608–0.671, P < 0.001) (Figure 3a).

Time-dependent ROC curves of C-FAR with the reference line for all-cause mortality. (a) All HF patients. (b) HFrEF plus HFmrEF patients. (c) HFpEF patients.
C-FAR was also better than Lg BNP in predicting the prognosis of patients with different types of HF. Among patients with HFrEF plus HFmrEF, the AUC of C-FAR was 0.721 (95% CI 0.684–0.758) and that of Lg BNP was 0.638 (95% CI 0.598–0.678) (Figure 3b). Among patients with HFrEF, the AUC of C-FAR was 0.717 (95% CI 0.670–0.763) and that of Lg BNP was 0.627 (95% CI 0.575–0.679) (Figure 3c) (all P values were <0.001).
3.5 Correlation and subgroup analysis
The Spearman’s rank correlation analysis results are reported in Table A1. FAR was positively correlated with CRP in the total participant population [Spearman’s correlation coefficient (r): 0.318, P < 0.001]. In addition, C-FAR was positively correlated with age, LVEF, Lg BNP, FPG, WBC, PLT, AST, and creatinine but negatively correlated with RBC, HB, serum sodium, serum chlorine, GFR, and TC (P < 0.05).
There was an interaction between FAR and CRP, so subgroup analysis was performed to determine the association. All patients with HF were divided into four groups (group 1: FAR < 0.091 + CRP < 7.470, group 2: FAR < 0.091 + CRP ≥ 7.470, group 3: FAR ≥ 0.091 + CRP < 7.470, group 4: FAR ≥ 0.091 + CRP ≥ 7.470). Using group 1 as a reference, group 4 patients had the highest risk of all-cause mortality (Table 3).
Subgroup analysis
Unadjusted | Adjusted | |||
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HR (95% CI) | P | HR (95% CI) | P | |
All HF patients | ||||
FAR < 0.091 | Ref. | Ref. | ||
FAR ≥ 0.091 | 1.252 (1.061, 1.478) | 0.008 | 1.195 (1.003, 1.425) | 0.046 |
CRP < 7.470 | Ref. | Ref. | ||
CRP ≥ 7.470 | 2.900 (2.427, 3.465) | <0.001 | 2.182 (1.811, 2.629) | <0.001 |
Combined categories | ||||
Group 1: FAR < 0.091 + CRP < 7.470 | Ref. | Ref. | ||
Group 2: FAR < 0.091 + CRP ≥ 7.470 | 2.468 (1.928, 3.158) | <0.001 | 1.591 (1.226, 2.066) | <0.001 |
Group 3: FAR ≥ 0.091 + CRP < 7.470 | 0.818 (0.602, 1.111) | 0.199 | 0.723 (0.530, 0,988) | 0.042 |
Group 4: FAR ≥ 0.091 + CRP ≥ 7.470 | 2.827 (2.262, 3.532) | <0.001 | 2.117 (1.674, 2.675) | <0.001 |
HFrEF plus HFmrEF patients | ||||
FAR < 0.091 | Ref. | Ref. | ||
FAR ≥ 0.091 | 1.187 (0.996, 1.459) | 0.102 | 1.142 (0.919, 1.419) | 0.230 |
CRP < 7.470 | Ref. | Ref. | ||
CRP ≥ 7.470 | 2.986 (2.386, 3.736) | <0.001 | 2.369 (1.870, 3.000) | <0.001 |
Combined categories | ||||
Group 1: FAR < 0.091 + CRP < 7.470 | Ref. | Ref. | ||
Group 2: FAR < 0.091 + CRP ≥ 7.470 | 2.617 (1.954, 3.504) | <0.001 | 1.768 (1.291, 2.422) | <0.001 |
Group 3: FAR ≥ 0.091 + CRP < 7.470 | 0.728 (0.483, 1.098) | 0.130 | 0.620 (0.408, 0,944) | 0.026 |
Group 4: FAR ≥ 0.091 + CRP ≥ 7.470 | 2.757 (2.095, 3.626) | <0.001 | 2.170 (1.628, 2.893) | <0.001 |
HFpEF patients | ||||
FAR < 0.091 | Ref. | Ref. | ||
FAR ≥ 0.091 | 1.461 (1.093, 1.952) | 0.010 | 1.306 (0.956, 1.784) | 0.093 |
CRP < 7.470 | Ref. | Ref. | ||
CRP ≥ 7.470 | 2.753 (2.052, 3.693) | <0.001 | 1.826 (1.332, 2.503) | <0.001 |
Combined categories | ||||
Group 1: FAR < 0.091 + CRP < 7.470 | Ref. | Ref. | ||
Group 2: FAR < 0.091 + CRP ≥ 7.470 | 2.082 (1.303, 3.328) | 0.002 | 1.215 (0.738, 2.000) | 0.445 |
Group 3: FAR ≥ 0.091 + CRP < 7.470 | 0.992 (0.617, 1.597) | 0.975 | 0.878 (0.542, 1.424) | 0.598 |
Group 4: FAR ≥ 0.091 + CRP ≥ 7.470 | 3.107 (2.107, 4.580) | <0.001 | 2.038 (1.335, 3.109) | 0.001 |
Note: Adjusted for age, BMI, NYHA cardiac function classification, Lg BNP, PLT, HB, chlorine, AST, and UA.
4 Discussion
This study suggested that C-FAR plays an important role in predicting the prognosis of patients with different types of HF. Kaplan‒Meier analysis showed that the all-cause mortality of the high C-FAR group was higher regardless of the type of HF. In all four Cox proportional risk models, for all HF patients and for different HF subgroups (HFrEF plus HFmrEF and HFpEF), C-FAR was an independent predictor of all-cause mortality. Subgroup analysis showed that patients had the highest risk of all-cause mortality when FAR ≥ 0.091 and CRP ≥ 7.470. Among all HF patients, the risk of death was 2.117 times higher than that in the FAR < 0.091 and CRP < 7.470 group; among HFrEF plus HFmrEF patients, it was 2.170 times higher; and among HFpEF patients, it was 2.038 times higher. The time-dependent ROC curves showed that the AUC for C-FAR was 0.717 (P < 0.001) in all HF patients, with a sensitivity of 63.9% and a specificity of 70.0%, which provided an incremental prognostic value beyond that of plasma BNP (AUC = 0.639). In HFrEF plus HFmrEF and HFpEF patients, C-FAR was also better than Lg BNP in predicting the prognosis of patients.
FIB is a marker of thrombosis and inflammation and is associated with the prognosis of many diseases, including coronary artery disease [20], diabetes [21], and chronic kidney disease [22]. There is growing evidence that FIB is a poor prognostic predictor of CVD [23,24,25]. FIB may increase cardiovascular risk through platelet aggregation, plasma viscosity, and fibrin formation. A study by Kotbi et al. has also shown that FIB is related to the severity of coronary artery disease and cardiovascular risk in Moroccan patients [26]. ALB is a protein synthesized in the liver that influences nutrient absorption, colloidal pressure, and systemic inflammation [27]. In HF, hypoalbuminemia may be a marker of comorbid burden, inflammatory state, malnutrition, and cachexia. Low serum ALB levels are associated with an increased risk of HF onset and progression. Hypoproteinemia may promote pulmonary bruising, myocardial edema, and subsequent worsening of myocardial dysfunction, diuretic resistance, and fluid retention and reduce antioxidant function and anti-inflammatory properties [28,29,30,31]. In patients with HFpEF, the excessive activation of renin–angiotensin–aldosterone system leads to the expansion of blood volume, and the circulating blood volume continues to increase through progressive sodium and water retention, resulting in the decrease of plasma ALB concentration. In patients with HFrEF, to maintain circulatory homeostasis, the sympathetic nervous system and the renin–angiotensin–aldosterone system are continuously activated through continuous efforts [32,33]. In this process, the over-expression of bioactive molecules has toxic effects on the heart and circulation, accompanied by the further activation of inflammatory signaling pathway [34] which leads to the increase of CRP and FIB levels. The role of FAR, as a ratio of FIB to ALB, has been elucidated in several diseases. FAR has been associated with poor prognosis in a variety of cancers [35,36,37,38] and has also been directly associated with the severity of coronary artery calcification and poor prognosis in acute coronary syndromes [15,39,40], but it is less studied in HF. In addition, it is more sensitive and specific in predicting major adverse cardiovascular events than FIB and ALB alone [14].
Serum CRP level has been widely considered to be a nonspecific but sensitive marker of the acute inflammatory response. During acute inflammation, CRP levels can be increased by 100 times or even 500 times. This reaction is mainly regulated by proinflammatory cytokines, especially IL-6 [41]. Many prospective studies have shown that plasma CRP is a strong independent predictor of the risk of acute myocardial infarction, stroke, peripheral arterial disease, and vascular death [42,43,44]. Anand et al. found that higher CRP levels are associated with features of more severe HF and are independently associated with mortality and morbidity [18]. Jin et al. reported that CRP was an excellent prognostic marker for HFrEF, HFmrEF, and HFpEF [45]. The primary cause of elevated CRP is related to cardiac decompensation and ongoing damage to other organs; low cardiac output and venous stasis may induce IL-6 production. This key cytokine activates CRP through TNF-α production, which in turn activates complement and amplifies the inflammatory response; this may lead to myocardial tissue damage or dysfunction [46]. The contribution of CRP to the progression of HF may also be related to effects on organs other than the heart. The common comorbidities of HF, anemia, and renal dysfunction may be caused in part by inflammatory activation [47]. However, the specific inflammatory processes that lead to elevated CRP levels in patients with HF and their specific mechanisms for disease progression have not been clarified.
5 Conclusion
This study indicates that FAR and CRP are independent predictors of prognosis in CHF patients. C-FAR was significantly associated with the incidence of all-cause mortality in HF patients, regardless of HF subtype, and roughly positively correlated with the risk of all-cause death. Our study demonstrated that C-FAR can predict the prognosis of patients with HF.
6 Limitations
This is a retrospective observational study, and data bias could not be avoided despite correcting for multiple confounding factors. Further prospective studies are needed to validate the role of C-FAR in the prognosis of patients with CHF. The risk of selection bias in retrospective research is inevitable, which might affect the results’ generalizability. Patients with HF who were in NYHA class III or IV were the primary subjects in this study. The predictive value of the C-FAR for all-cause mortality in HF patients with NYHA class I or II was not explored.
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Funding information: This study was supported by the Applied Basic Research Program of the Science and Technology Hall of Yunnan Province and Kunming Medical University (Project No. 202301AY070001-130), Yunnan health training project of high-level talents (H2019052), and Yunnan Provincial Health Commission Clinical Medical Center (ZX2019-03-01).
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Author contributions: Sirui Yang, Hongyan Cai, and Lixing Chen conceived and designed the survey, conducted the statistical analyses, drafted the first manuscript, and approved the final manuscript as submitted. Zhao Hu, Wei Huang, Qin Fu, and Ping Xia participated in drafting the manuscript and conducted the statistical analyses. Wenyi Gu, Tao Shi, and Fazhi Yang performed data collection and statistical analysis. All the authors have read and approved the final version of the manuscript.
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Conflict of interest: The authors claim that they have no competing interests.
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Data availability statement: The datasets used and/or analysed during the current study available from the corresponding author on reasonable request.
Appendix
Correlation coefficients between C-FAR and other factors
Variable | FAR | CRP | C-FAR | |||
---|---|---|---|---|---|---|
r | p | r | p | r | p | |
FAR | 1 | 0.318 | <0.001 | |||
CRP | 0.318 | <0.001 | 1 | |||
Age | 0.057 | 0.047 | 0.065 | 0.025 | 0.064 | 0.026 |
BMI | 0.019 | 0.505 | −0.001 | 0.985 | 0.025 | 0.391 |
LVEF | 0.145 | <0.001 | 0.029 | 0.323 | 0.071 | 0.014 |
NYHA | 0.012 | 0.676 | 0.112 | <0.001 | 0.132 | <0.001 |
Lg BNP | −0.004 | 0.885 | 0.093 | 0.001 | 0.087 | 0.003 |
FPG | 0.135 | <0.001 | 0.117 | <0.001 | 0.137 | <0.001 |
WBC | 0.193 | <0.001 | 0.277 | <0.001 | 0.277 | <0.001 |
RBC | −0.181 | <0.001 | 0.094 | 0.001 | −0.106 | <0.001 |
PLT | 0.288 | <0.001 | 0.008 | 0.784 | 0.071 | 0.013 |
HB | −0.212 | <0.001 | −0.092 | 0.001 | −0.114 | <0.001 |
Sodium | −0.111 | <0.001 | −0.127 | <0.001 | −0.111 | <0.001 |
Potassium | −0.014 | 0.641 | 0.001 | 0.976 | −0.010 | 0.741 |
Chlorine | −0.061 | 0.035 | −0.150 | <0.001 | −0.131 | <0.001 |
ALT | −0.076 | <0.001 | 0.110 | <0.001 | 0.038 | 0.190 |
AST | −0.022 | 0.443 | 0.132 | <0.001 | 0.088 | 0.002 |
Creatinine | 0.161 | <0.001 | 0.111 | <0.001 | 0.097 | 0.001 |
UA | −0.112 | <0.001 | 0.060 | 0.040 | 0.058 | 0.048 |
GFR | −0.094 | 0.001 | −0.109 | <0.001 | −0.091 | 0.002 |
TC | 0.021 | 0.472 | −0.127 | <0.001 | −0.114 | <0.001 |
FAR: fibrinogen-to-albumin ratio; CRP: C-reactive protein; BMI: body mass index; LVEF: left ventricular ejection fraction; NYHA: New York Heart Association; BNP: B-type natriuretic peptide; FPG: fasting plasma glucose; WBC: white blood cell; RBC: red blood cell; PLT: blood platelet; HB: haemoglobin; ALT: aspartate transaminase; AST: alanine aminotransferase; UA: uric acid; GFR: glomerular filtration rate.
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- The application of intravenous general anesthesia under nasopharyngeal airway assisted ventilation undergoing ureteroscopic holmium laser lithotripsy: A prospective, single-center, controlled trial
- Long intergenic noncoding RNA for IGF2BP2 stability suppresses gastric cancer cell apoptosis by inhibiting the maturation of microRNA-34a
- Role of FOXM1 and AURKB in regulating keratinocyte function in psoriasis
- Parental control attitudes over their pre-school children’s diet
- The role of auto-HSCT in extranodal natural killer/T cell lymphoma
- Significance of negative cervical cytology and positive HPV in the diagnosis of cervical lesions by colposcopy
- Echinacoside inhibits PASMCs calcium overload to prevent hypoxic pulmonary artery remodeling by regulating TRPC1/4/6 and calmodulin
- ADAR1 plays a protective role in proximal tubular cells under high glucose conditions by attenuating the PI3K/AKT/mTOR signaling pathway
- The risk of cancer among insulin glargine users in Lithuania: A retrospective population-based study
- The unusual location of primary hydatid cyst: A case series study
- Intraoperative changes in electrophysiological monitoring can be used to predict clinical outcomes in patients with spinal cavernous malformation
- Obesity and risk of placenta accreta spectrum: A meta-analysis
- Shikonin alleviates asthma phenotypes in mice via an airway epithelial STAT3-dependent mechanism
- NSUN6 and HTR7 disturbed the stability of carotid atherosclerotic plaques by regulating the immune responses of macrophages
- The effect of COVID-19 lockdown on admission rates in Maternity Hospital
- Temporal muscle thickness is not a prognostic predictor in patients with high-grade glioma, an experience at two centers in China
- Luteolin alleviates cerebral ischemia/reperfusion injury by regulating cell pyroptosis
- Therapeutic role of respiratory exercise in patients with tuberculous pleurisy
- Effects of CFTR-ENaC on spinal cord edema after spinal cord injury
- Irisin-regulated lncRNAs and their potential regulatory functions in chondrogenic differentiation of human mesenchymal stem cells
- DMD mutations in pediatric patients with phenotypes of Duchenne/Becker muscular dystrophy
- Combination of C-reactive protein and fibrinogen-to-albumin ratio as a novel predictor of all-cause mortality in heart failure patients
- Significant role and the underly mechanism of cullin-1 in chronic obstructive pulmonary disease
- Ferroptosis-related prognostic model of mantle cell lymphoma
- Observation of choking reaction and other related indexes in elderly painless fiberoptic bronchoscopy with transnasal high-flow humidification oxygen therapy
- A bibliometric analysis of Prader-Willi syndrome from 2002 to 2022
- The causal effects of childhood sunburn occasions on melanoma: A univariable and multivariable Mendelian randomization study
- Oxidative stress regulates glycogen synthase kinase-3 in lymphocytes of diabetes mellitus patients complicated with cerebral infarction
- Role of COX6C and NDUFB3 in septic shock and stroke
- Trends in disease burden of type 2 diabetes, stroke, and hypertensive heart disease attributable to high BMI in China: 1990–2019
- Purinergic P2X7 receptor mediates hyperoxia-induced injury in pulmonary microvascular endothelial cells via NLRP3-mediated pyroptotic pathway
- Investigating the role of oviductal mucosa–endometrial co-culture in modulating factors relevant to embryo implantation
- Analgesic effect of external oblique intercostal block in laparoscopic cholecystectomy: A retrospective study
- Elevated serum miR-142-5p correlates with ischemic lesions and both NSE and S100β in ischemic stroke patients
- Correlation between the mechanism of arteriopathy in IgA nephropathy and blood stasis syndrome: A cohort study
- Risk factors for progressive kyphosis after percutaneous kyphoplasty in osteoporotic vertebral compression fracture
- Predictive role of neuron-specific enolase and S100-β in early neurological deterioration and unfavorable prognosis in patients with ischemic stroke
- The potential risk factors of postoperative cognitive dysfunction for endovascular therapy in acute ischemic stroke with general anesthesia
- Fluoxetine inhibited RANKL-induced osteoclastic differentiation in vitro
- Detection of serum FOXM1 and IGF2 in patients with ARDS and their correlation with disease and prognosis
- Rhein promotes skin wound healing by activating the PI3K/AKT signaling pathway
- Differences in mortality risk by levels of physical activity among persons with disabilities in South Korea
- Review Articles
- Cutaneous signs of selected cardiovascular disorders: A narrative review
- XRCC1 and hOGG1 polymorphisms and endometrial carcinoma: A meta-analysis
- A narrative review on adverse drug reactions of COVID-19 treatments on the kidney
- Emerging role and function of SPDL1 in human health and diseases
- Adverse reactions of piperacillin: A literature review of case reports
- Molecular mechanism and intervention measures of microvascular complications in diabetes
- Regulation of mesenchymal stem cell differentiation by autophagy
- Molecular landscape of borderline ovarian tumours: A systematic review
- Advances in synthetic lethality modalities for glioblastoma multiforme
- Investigating hormesis, aging, and neurodegeneration: From bench to clinics
- Frankincense: A neuronutrient to approach Parkinson’s disease treatment
- Sox9: A potential regulator of cancer stem cells in osteosarcoma
- Early detection of cardiovascular risk markers through non-invasive ultrasound methodologies in periodontitis patients
- Advanced neuroimaging and criminal interrogation in lie detection
- Maternal factors for neural tube defects in offspring: An umbrella review
- The chemoprotective hormetic effects of rosmarinic acid
- CBD’s potential impact on Parkinson’s disease: An updated overview
- Progress in cytokine research for ARDS: A comprehensive review
- Utilizing reactive oxygen species-scavenging nanoparticles for targeting oxidative stress in the treatment of ischemic stroke: A review
- NRXN1-related disorders, attempt to better define clinical assessment
- Lidocaine infusion for the treatment of complex regional pain syndrome: Case series and literature review
- Trends and future directions of autophagy in osteosarcoma: A bibliometric analysis
- Iron in ventricular remodeling and aneurysms post-myocardial infarction
- Case Reports
- Sirolimus potentiated angioedema: A case report and review of the literature
- Identification of mixed anaerobic infections after inguinal hernia repair based on metagenomic next-generation sequencing: A case report
- Successful treatment with bortezomib in combination with dexamethasone in a middle-aged male with idiopathic multicentric Castleman’s disease: A case report
- Complete heart block associated with hepatitis A infection in a female child with fatal outcome
- Elevation of D-dimer in eosinophilic gastrointestinal diseases in the absence of venous thrombosis: A case series and literature review
- Four years of natural progressive course: A rare case report of juvenile Xp11.2 translocations renal cell carcinoma with TFE3 gene fusion
- Advancing prenatal diagnosis: Echocardiographic detection of Scimitar syndrome in China – A case series
- Outcomes and complications of hemodialysis in patients with renal cancer following bilateral nephrectomy
- Anti-HMGCR myopathy mimicking facioscapulohumeral muscular dystrophy
- Recurrent opportunistic infections in a HIV-negative patient with combined C6 and NFKB1 mutations: A case report, pedigree analysis, and literature review
- Letter to the Editor
- Letter to the Editor: Total parenteral nutrition-induced Wernicke’s encephalopathy after oncologic gastrointestinal surgery
- Erratum
- Erratum to “Bladder-embedded ectopic intrauterine device with calculus”
- Retraction
- Retraction of “XRCC1 and hOGG1 polymorphisms and endometrial carcinoma: A meta-analysis”
- Corrigendum
- Corrigendum to “Investigating hormesis, aging, and neurodegeneration: From bench to clinics”
- Corrigendum to “Frankincense: A neuronutrient to approach Parkinson’s disease treatment”
- Special Issue The evolving saga of RNAs from bench to bedside - Part II
- Machine-learning-based prediction of a diagnostic model using autophagy-related genes based on RNA sequencing for patients with papillary thyroid carcinoma
- Unlocking the future of hepatocellular carcinoma treatment: A comprehensive analysis of disulfidptosis-related lncRNAs for prognosis and drug screening
- Elevated mRNA level indicates FSIP1 promotes EMT and gastric cancer progression by regulating fibroblasts in tumor microenvironment
- Special Issue Advancements in oncology: bridging clinical and experimental research - Part I
- Ultrasound-guided transperineal vs transrectal prostate biopsy: A meta-analysis of diagnostic accuracy and complication rates
- Assessment of diagnostic value of unilateral systematic biopsy combined with targeted biopsy in detecting clinically significant prostate cancer
- SENP7 inhibits glioblastoma metastasis and invasion by dissociating SUMO2/3 binding to specific target proteins
- MARK1 suppress malignant progression of hepatocellular carcinoma and improves sorafenib resistance through negatively regulating POTEE
- Analysis of postoperative complications in bladder cancer patients
- Carboplatin combined with arsenic trioxide versus carboplatin combined with docetaxel treatment for LACC: A randomized, open-label, phase II clinical study
- Special Issue Exploring the biological mechanism of human diseases based on MultiOmics Technology - Part I
- Comprehensive pan-cancer investigation of carnosine dipeptidase 1 and its prospective prognostic significance in hepatocellular carcinoma
- Identification of signatures associated with microsatellite instability and immune characteristics to predict the prognostic risk of colon cancer
- Single-cell analysis identified key macrophage subpopulations associated with atherosclerosis
Artikel in diesem Heft
- Research Articles
- EDNRB inhibits the growth and migration of prostate cancer cells by activating the cGMP-PKG pathway
- STK11 (LKB1) mutation suppresses ferroptosis in lung adenocarcinoma by facilitating monounsaturated fatty acid synthesis
- Association of SOX6 gene polymorphisms with Kashin-Beck disease risk in the Chinese Han population
- The pyroptosis-related signature predicts prognosis and influences the tumor immune microenvironment in dedifferentiated liposarcoma
- METTL3 attenuates ferroptosis sensitivity in lung cancer via modulating TFRC
- Identification and validation of molecular subtypes and prognostic signature for stage I and stage II gastric cancer based on neutrophil extracellular traps
- Novel lumbar plexus block versus femoral nerve block for analgesia and motor recovery after total knee arthroplasty
- Correlation between ABCB1 and OLIG2 polymorphisms and the severity and prognosis of patients with cerebral infarction
- Study on the radiotherapy effect and serum neutral granulocyte lymphocyte ratio and inflammatory factor expression of nasopharyngeal carcinoma
- Transcriptome analysis of effects of Tecrl deficiency on cardiometabolic and calcium regulation in cardiac tissue
- Aflatoxin B1 induces infertility, fetal deformities, and potential therapies
- Serum levels of HMW adiponectin and its receptors are associated with cytokine levels and clinical characteristics in chronic obstructive pulmonary disease
- METTL3-mediated methylation of CYP2C19 mRNA may aggravate clopidogrel resistance in ischemic stroke patients
- Understand how machine learning impact lung cancer research from 2010 to 2021: A bibliometric analysis
- Pressure ulcers in German hospitals: Analysis of reimbursement and length of stay
- Metformin plus L-carnitine enhances brown/beige adipose tissue activity via Nrf2/HO-1 signaling to reduce lipid accumulation and inflammation in murine obesity
- Downregulation of carbonic anhydrase IX expression in mouse xenograft nasopharyngeal carcinoma model via doxorubicin nanobubble combined with ultrasound
- Feasibility of 3-dimensional printed models in simulated training and teaching of transcatheter aortic valve replacement
- miR-335-3p improves type II diabetes mellitus by IGF-1 regulating macrophage polarization
- The analyses of human MCPH1 DNA repair machinery and genetic variations
- Activation of Piezo1 increases the sensitivity of breast cancer to hyperthermia therapy
- Comprehensive analysis based on the disulfidptosis-related genes identifies hub genes and immune infiltration for pancreatic adenocarcinoma
- Changes of serum CA125 and PGE2 before and after high-intensity focused ultrasound combined with GnRH-a in treatment of patients with adenomyosis
- The clinical value of the hepatic venous pressure gradient in patients undergoing hepatic resection for hepatocellular carcinoma with or without liver cirrhosis
- Development and validation of a novel model to predict pulmonary embolism in cardiology suspected patients: A 10-year retrospective analysis
- Downregulation of lncRNA XLOC_032768 in diabetic patients predicts the occurrence of diabetic nephropathy
- Circ_0051428 targeting miR-885-3p/MMP2 axis enhances the malignancy of cervical cancer
- Effectiveness of ginkgo diterpene lactone meglumine on cognitive function in patients with acute ischemic stroke
- The construction of a novel prognostic prediction model for glioma based on GWAS-identified prognostic-related risk loci
- Evaluating the impact of childhood BMI on the risk of coronavirus disease 2019: A Mendelian randomization study
- Lactate dehydrogenase to albumin ratio is associated with in-hospital mortality in patients with acute heart failure: Data from the MIMIC-III database
- CD36-mediated podocyte lipotoxicity promotes foot process effacement
- Efficacy of etonogestrel subcutaneous implants versus the levonorgestrel-releasing intrauterine system in the conservative treatment of adenomyosis
- FLRT2 mediates chondrogenesis of nasal septal cartilage and mandibular condyle cartilage
- Challenges in treating primary immune thrombocytopenia patients undergoing COVID-19 vaccination: A retrospective study
- Let-7 family regulates HaCaT cell proliferation and apoptosis via the ΔNp63/PI3K/AKT pathway
- Phospholipid transfer protein ameliorates sepsis-induced cardiac dysfunction through NLRP3 inflammasome inhibition
- Postoperative cognitive dysfunction in elderly patients with colorectal cancer: A randomized controlled study comparing goal-directed and conventional fluid therapy
- Long-pulsed ultrasound-mediated microbubble thrombolysis in a rat model of microvascular obstruction
- High SEC61A1 expression predicts poor outcome of acute myeloid leukemia
- Comparison of polymerase chain reaction and next-generation sequencing with conventional urine culture for the diagnosis of urinary tract infections: A meta-analysis
- Secreted frizzled-related protein 5 protects against renal fibrosis by inhibiting Wnt/β-catenin pathway
- Pan-cancer and single-cell analysis of actin cytoskeleton genes related to disulfidptosis
- Overexpression of miR-532-5p restrains oxidative stress response of chondrocytes in nontraumatic osteonecrosis of the femoral head by inhibiting ABL1
- Autologous liver transplantation for unresectable hepatobiliary malignancies in enhanced recovery after surgery model
- Clinical analysis of incomplete rupture of the uterus secondary to previous cesarean section
- Abnormal sleep duration is associated with sarcopenia in older Chinese people: A large retrospective cross-sectional study
- No genetic causality between obesity and benign paroxysmal vertigo: A two-sample Mendelian randomization study
- Identification and validation of autophagy-related genes in SSc
- Long non-coding RNA SRA1 suppresses radiotherapy resistance in esophageal squamous cell carcinoma by modulating glycolytic reprogramming
- Evaluation of quality of life in patients with schizophrenia: An inpatient social welfare institution-based cross-sectional study
- The possible role of oxidative stress marker glutathione in the assessment of cognitive impairment in multiple sclerosis
- Compilation of a self-management assessment scale for postoperative patients with aortic dissection
- Left atrial appendage closure in conjunction with radiofrequency ablation: Effects on left atrial functioning in patients with paroxysmal atrial fibrillation
- Effect of anterior femoral cortical notch grade on postoperative function and complications during TKA surgery: A multicenter, retrospective study
- Clinical characteristics and assessment of risk factors in patients with influenza A-induced severe pneumonia after the prevalence of SARS-CoV-2
- Analgesia nociception index is an indicator of laparoscopic trocar insertion-induced transient nociceptive stimuli
- High STAT4 expression correlates with poor prognosis in acute myeloid leukemia and facilitates disease progression by upregulating VEGFA expression
- Factors influencing cardiovascular system-related post-COVID-19 sequelae: A single-center cohort study
- HOXD10 regulates intestinal permeability and inhibits inflammation of dextran sulfate sodium-induced ulcerative colitis through the inactivation of the Rho/ROCK/MMPs axis
- Mesenchymal stem cell-derived exosomal miR-26a induces ferroptosis, suppresses hepatic stellate cell activation, and ameliorates liver fibrosis by modulating SLC7A11
- Endovascular thrombectomy versus intravenous thrombolysis for primary distal, medium vessel occlusion in acute ischemic stroke
- ANO6 (TMEM16F) inhibits gastrointestinal stromal tumor growth and induces ferroptosis
- Prognostic value of EIF5A2 in solid tumors: A meta-analysis and bioinformatics analysis
- The role of enhanced expression of Cx43 in patients with ulcerative colitis
- Choosing a COVID-19 vaccination site might be driven by anxiety and body vigilance
- Role of ICAM-1 in triple-negative breast cancer
- Cost-effectiveness of ambroxol in the treatment of Gaucher disease type 2
- HLA-DRB5 promotes immune thrombocytopenia via activating CD8+ T cells
- Efficacy and factors of myofascial release therapy combined with electrical and magnetic stimulation in the treatment of chronic pelvic pain syndrome
- Efficacy of tacrolimus monotherapy in primary membranous nephropathy
- Mechanisms of Tripterygium wilfordii Hook F on treating rheumatoid arthritis explored by network pharmacology analysis and molecular docking
- FBXO45 levels regulated ferroptosis renal tubular epithelial cells in a model of diabetic nephropathy by PLK1
- Optimizing anesthesia strategies to NSCLC patients in VATS procedures: Insights from drug requirements and patient recovery patterns
- Alpha-lipoic acid upregulates the PPARγ/NRF2/GPX4 signal pathway to inhibit ferroptosis in the pathogenesis of unexplained recurrent pregnancy loss
- Correlation between fat-soluble vitamin levels and inflammatory factors in paediatric community-acquired pneumonia: A prospective study
- CD1d affects the proliferation, migration, and apoptosis of human papillary thyroid carcinoma TPC-1 cells via regulating MAPK/NF-κB signaling pathway
- miR-let-7a inhibits sympathetic nerve remodeling after myocardial infarction by downregulating the expression of nerve growth factor
- Immune response analysis of solid organ transplantation recipients inoculated with inactivated COVID-19 vaccine: A retrospective analysis
- The H2Valdien derivatives regulate the epithelial–mesenchymal transition of hepatoma carcinoma cells through the Hedgehog signaling pathway
- Clinical efficacy of dexamethasone combined with isoniazid in the treatment of tuberculous meningitis and its effect on peripheral blood T cell subsets
- Comparison of short-segment and long-segment fixation in treatment of degenerative scoliosis and analysis of factors associated with adjacent spondylolisthesis
- Lycopene inhibits pyroptosis of endothelial progenitor cells induced by ox-LDL through the AMPK/mTOR/NLRP3 pathway
- Methylation regulation for FUNDC1 stability in childhood leukemia was up-regulated and facilitates metastasis and reduces ferroptosis of leukemia through mitochondrial damage by FBXL2
- Correlation of single-fiber electromyography studies and functional status in patients with amyotrophic lateral sclerosis
- Risk factors of postoperative airway obstruction complications in children with oral floor mass
- Expression levels and clinical significance of serum miR-19a/CCL20 in patients with acute cerebral infarction
- Physical activity and mental health trends in Korean adolescents: Analyzing the impact of the COVID-19 pandemic from 2018 to 2022
- Evaluating anemia in HIV-infected patients using chest CT
- Ponticulus posticus and skeletal malocclusion: A pilot study in a Southern Italian pre-orthodontic court
- Causal association of circulating immune cells and lymphoma: A Mendelian randomization study
- Assessment of the renal function and fibrosis indexes of conventional western medicine with Chinese medicine for dredging collaterals on treating renal fibrosis: A systematic review and meta-analysis
- Comprehensive landscape of integrator complex subunits and their association with prognosis and tumor microenvironment in gastric cancer
- New target-HMGCR inhibitors for the treatment of primary sclerosing cholangitis: A drug Mendelian randomization study
- Population pharmacokinetics of meropenem in critically ill patients
- Comparison of the ability of newly inflammatory markers to predict complicated appendicitis
- Comparative morphology of the cruciate ligaments: A radiological study
- Immune landscape of hepatocellular carcinoma: The central role of TP53-inducible glycolysis and apoptosis regulator
- Serum SIRT3 levels in epilepsy patients and its association with clinical outcomes and severity: A prospective observational study
- SHP-1 mediates cigarette smoke extract-induced epithelial–mesenchymal transformation and inflammation in 16HBE cells
- Acute hyper-hypoxia accelerates the development of depression in mice via the IL-6/PGC1α/MFN2 signaling pathway
- The GJB3 correlates with the prognosis, immune cell infiltration, and therapeutic responses in lung adenocarcinoma
- Physical fitness and blood parameters outcomes of breast cancer survivor in a low-intensity circuit resistance exercise program
- Exploring anesthetic-induced gene expression changes and immune cell dynamics in atrial tissue post-coronary artery bypass graft surgery
- Empagliflozin improves aortic injury in obese mice by regulating fatty acid metabolism
- Analysis of the risk factors of the radiation-induced encephalopathy in nasopharyngeal carcinoma: A retrospective cohort study
- Reproductive outcomes in women with BRCA 1/2 germline mutations: A retrospective observational study and literature review
- Evaluation of upper airway ultrasonographic measurements in predicting difficult intubation: A cross-section of the Turkish population
- Prognostic and diagnostic value of circulating IGFBP2 in pancreatic cancer
- Postural stability after operative reconstruction of the AFTL in chronic ankle instability comparing three different surgical techniques
- Research trends related to emergence agitation in the post-anaesthesia care unit from 2001 to 2023: A bibliometric analysis
- Frequency and clinicopathological correlation of gastrointestinal polyps: A six-year single center experience
- ACSL4 mediates inflammatory bowel disease and contributes to LPS-induced intestinal epithelial cell dysfunction by activating ferroptosis and inflammation
- Affibody-based molecular probe 99mTc-(HE)3ZHER2:V2 for non-invasive HER2 detection in ovarian and breast cancer xenografts
- Effectiveness of nutritional support for clinical outcomes in gastric cancer patients: A meta-analysis of randomized controlled trials
- The relationship between IFN-γ, IL-10, IL-6 cytokines, and severity of the condition with serum zinc and Fe in children infected with Mycoplasma pneumoniae
- Paraquat disrupts the blood–brain barrier by increasing IL-6 expression and oxidative stress through the activation of PI3K/AKT signaling pathway
- Sleep quality associate with the increased prevalence of cognitive impairment in coronary artery disease patients: A retrospective case–control study
- Dioscin protects against chronic prostatitis through the TLR4/NF-κB pathway
- Association of polymorphisms in FBN1, MYH11, and TGF-β signaling-related genes with susceptibility of sporadic thoracic aortic aneurysm and dissection in the Zhejiang Han population
- Application value of multi-parameter magnetic resonance image-transrectal ultrasound cognitive fusion in prostate biopsy
- Laboratory variables‐based artificial neural network models for predicting fatty liver disease: A retrospective study
- Decreased BIRC5-206 promotes epithelial–mesenchymal transition in nasopharyngeal carcinoma through sponging miR-145-5p
- Sepsis induces the cardiomyocyte apoptosis and cardiac dysfunction through activation of YAP1/Serpine1/caspase-3 pathway
- Assessment of iron metabolism and iron deficiency in incident patients on incident continuous ambulatory peritoneal dialysis
- Tibial periosteum flap combined with autologous bone grafting in the treatment of Gustilo-IIIB/IIIC open tibial fractures
- The application of intravenous general anesthesia under nasopharyngeal airway assisted ventilation undergoing ureteroscopic holmium laser lithotripsy: A prospective, single-center, controlled trial
- Long intergenic noncoding RNA for IGF2BP2 stability suppresses gastric cancer cell apoptosis by inhibiting the maturation of microRNA-34a
- Role of FOXM1 and AURKB in regulating keratinocyte function in psoriasis
- Parental control attitudes over their pre-school children’s diet
- The role of auto-HSCT in extranodal natural killer/T cell lymphoma
- Significance of negative cervical cytology and positive HPV in the diagnosis of cervical lesions by colposcopy
- Echinacoside inhibits PASMCs calcium overload to prevent hypoxic pulmonary artery remodeling by regulating TRPC1/4/6 and calmodulin
- ADAR1 plays a protective role in proximal tubular cells under high glucose conditions by attenuating the PI3K/AKT/mTOR signaling pathway
- The risk of cancer among insulin glargine users in Lithuania: A retrospective population-based study
- The unusual location of primary hydatid cyst: A case series study
- Intraoperative changes in electrophysiological monitoring can be used to predict clinical outcomes in patients with spinal cavernous malformation
- Obesity and risk of placenta accreta spectrum: A meta-analysis
- Shikonin alleviates asthma phenotypes in mice via an airway epithelial STAT3-dependent mechanism
- NSUN6 and HTR7 disturbed the stability of carotid atherosclerotic plaques by regulating the immune responses of macrophages
- The effect of COVID-19 lockdown on admission rates in Maternity Hospital
- Temporal muscle thickness is not a prognostic predictor in patients with high-grade glioma, an experience at two centers in China
- Luteolin alleviates cerebral ischemia/reperfusion injury by regulating cell pyroptosis
- Therapeutic role of respiratory exercise in patients with tuberculous pleurisy
- Effects of CFTR-ENaC on spinal cord edema after spinal cord injury
- Irisin-regulated lncRNAs and their potential regulatory functions in chondrogenic differentiation of human mesenchymal stem cells
- DMD mutations in pediatric patients with phenotypes of Duchenne/Becker muscular dystrophy
- Combination of C-reactive protein and fibrinogen-to-albumin ratio as a novel predictor of all-cause mortality in heart failure patients
- Significant role and the underly mechanism of cullin-1 in chronic obstructive pulmonary disease
- Ferroptosis-related prognostic model of mantle cell lymphoma
- Observation of choking reaction and other related indexes in elderly painless fiberoptic bronchoscopy with transnasal high-flow humidification oxygen therapy
- A bibliometric analysis of Prader-Willi syndrome from 2002 to 2022
- The causal effects of childhood sunburn occasions on melanoma: A univariable and multivariable Mendelian randomization study
- Oxidative stress regulates glycogen synthase kinase-3 in lymphocytes of diabetes mellitus patients complicated with cerebral infarction
- Role of COX6C and NDUFB3 in septic shock and stroke
- Trends in disease burden of type 2 diabetes, stroke, and hypertensive heart disease attributable to high BMI in China: 1990–2019
- Purinergic P2X7 receptor mediates hyperoxia-induced injury in pulmonary microvascular endothelial cells via NLRP3-mediated pyroptotic pathway
- Investigating the role of oviductal mucosa–endometrial co-culture in modulating factors relevant to embryo implantation
- Analgesic effect of external oblique intercostal block in laparoscopic cholecystectomy: A retrospective study
- Elevated serum miR-142-5p correlates with ischemic lesions and both NSE and S100β in ischemic stroke patients
- Correlation between the mechanism of arteriopathy in IgA nephropathy and blood stasis syndrome: A cohort study
- Risk factors for progressive kyphosis after percutaneous kyphoplasty in osteoporotic vertebral compression fracture
- Predictive role of neuron-specific enolase and S100-β in early neurological deterioration and unfavorable prognosis in patients with ischemic stroke
- The potential risk factors of postoperative cognitive dysfunction for endovascular therapy in acute ischemic stroke with general anesthesia
- Fluoxetine inhibited RANKL-induced osteoclastic differentiation in vitro
- Detection of serum FOXM1 and IGF2 in patients with ARDS and their correlation with disease and prognosis
- Rhein promotes skin wound healing by activating the PI3K/AKT signaling pathway
- Differences in mortality risk by levels of physical activity among persons with disabilities in South Korea
- Review Articles
- Cutaneous signs of selected cardiovascular disorders: A narrative review
- XRCC1 and hOGG1 polymorphisms and endometrial carcinoma: A meta-analysis
- A narrative review on adverse drug reactions of COVID-19 treatments on the kidney
- Emerging role and function of SPDL1 in human health and diseases
- Adverse reactions of piperacillin: A literature review of case reports
- Molecular mechanism and intervention measures of microvascular complications in diabetes
- Regulation of mesenchymal stem cell differentiation by autophagy
- Molecular landscape of borderline ovarian tumours: A systematic review
- Advances in synthetic lethality modalities for glioblastoma multiforme
- Investigating hormesis, aging, and neurodegeneration: From bench to clinics
- Frankincense: A neuronutrient to approach Parkinson’s disease treatment
- Sox9: A potential regulator of cancer stem cells in osteosarcoma
- Early detection of cardiovascular risk markers through non-invasive ultrasound methodologies in periodontitis patients
- Advanced neuroimaging and criminal interrogation in lie detection
- Maternal factors for neural tube defects in offspring: An umbrella review
- The chemoprotective hormetic effects of rosmarinic acid
- CBD’s potential impact on Parkinson’s disease: An updated overview
- Progress in cytokine research for ARDS: A comprehensive review
- Utilizing reactive oxygen species-scavenging nanoparticles for targeting oxidative stress in the treatment of ischemic stroke: A review
- NRXN1-related disorders, attempt to better define clinical assessment
- Lidocaine infusion for the treatment of complex regional pain syndrome: Case series and literature review
- Trends and future directions of autophagy in osteosarcoma: A bibliometric analysis
- Iron in ventricular remodeling and aneurysms post-myocardial infarction
- Case Reports
- Sirolimus potentiated angioedema: A case report and review of the literature
- Identification of mixed anaerobic infections after inguinal hernia repair based on metagenomic next-generation sequencing: A case report
- Successful treatment with bortezomib in combination with dexamethasone in a middle-aged male with idiopathic multicentric Castleman’s disease: A case report
- Complete heart block associated with hepatitis A infection in a female child with fatal outcome
- Elevation of D-dimer in eosinophilic gastrointestinal diseases in the absence of venous thrombosis: A case series and literature review
- Four years of natural progressive course: A rare case report of juvenile Xp11.2 translocations renal cell carcinoma with TFE3 gene fusion
- Advancing prenatal diagnosis: Echocardiographic detection of Scimitar syndrome in China – A case series
- Outcomes and complications of hemodialysis in patients with renal cancer following bilateral nephrectomy
- Anti-HMGCR myopathy mimicking facioscapulohumeral muscular dystrophy
- Recurrent opportunistic infections in a HIV-negative patient with combined C6 and NFKB1 mutations: A case report, pedigree analysis, and literature review
- Letter to the Editor
- Letter to the Editor: Total parenteral nutrition-induced Wernicke’s encephalopathy after oncologic gastrointestinal surgery
- Erratum
- Erratum to “Bladder-embedded ectopic intrauterine device with calculus”
- Retraction
- Retraction of “XRCC1 and hOGG1 polymorphisms and endometrial carcinoma: A meta-analysis”
- Corrigendum
- Corrigendum to “Investigating hormesis, aging, and neurodegeneration: From bench to clinics”
- Corrigendum to “Frankincense: A neuronutrient to approach Parkinson’s disease treatment”
- Special Issue The evolving saga of RNAs from bench to bedside - Part II
- Machine-learning-based prediction of a diagnostic model using autophagy-related genes based on RNA sequencing for patients with papillary thyroid carcinoma
- Unlocking the future of hepatocellular carcinoma treatment: A comprehensive analysis of disulfidptosis-related lncRNAs for prognosis and drug screening
- Elevated mRNA level indicates FSIP1 promotes EMT and gastric cancer progression by regulating fibroblasts in tumor microenvironment
- Special Issue Advancements in oncology: bridging clinical and experimental research - Part I
- Ultrasound-guided transperineal vs transrectal prostate biopsy: A meta-analysis of diagnostic accuracy and complication rates
- Assessment of diagnostic value of unilateral systematic biopsy combined with targeted biopsy in detecting clinically significant prostate cancer
- SENP7 inhibits glioblastoma metastasis and invasion by dissociating SUMO2/3 binding to specific target proteins
- MARK1 suppress malignant progression of hepatocellular carcinoma and improves sorafenib resistance through negatively regulating POTEE
- Analysis of postoperative complications in bladder cancer patients
- Carboplatin combined with arsenic trioxide versus carboplatin combined with docetaxel treatment for LACC: A randomized, open-label, phase II clinical study
- Special Issue Exploring the biological mechanism of human diseases based on MultiOmics Technology - Part I
- Comprehensive pan-cancer investigation of carnosine dipeptidase 1 and its prospective prognostic significance in hepatocellular carcinoma
- Identification of signatures associated with microsatellite instability and immune characteristics to predict the prognostic risk of colon cancer
- Single-cell analysis identified key macrophage subpopulations associated with atherosclerosis