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1.
Front Neurosci ; 18: 1388748, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38650617

RESUMEN

Background: There is evidence of an association between the gut microbiota and progression of stroke. However, the relationship between gut microbial metabolites, specifically bile acids (BAs), and post-ischemic stroke disability and poor functional outcomes remains unexplored. Methods: Patients with acute ischemic stroke (AIS) or transient ischemic attack (TIA) in the Third China National Stroke Registry were grouped according to total bile acid (TBA) quartile on admission. Association of TBA with disability and poor functional outcomes were evaluated using logistic regression models and restricted cubic splines. Results: Data for 9,536 patients were included. After adjusting for confounders, the risks of disability and poor functional outcomes were significantly lower in the highest TBA quartile than in the lowest TBA quartile at the 3-month follow-up, with respective odds ratios (ORs) of 0.65 (95% confidence interval [CI] 0.55-0.78; p < 0.001) and 0.66 (95% CI 0.55-0.78, p < 0.001). Each standard deviation increase in the TBA level reduced the risks of disability and poor functioning outcomes by 10% (adjusted ORs 0.9 [95% CI 0.83-0.98; p = 0.01] and 0.9 [95% CI 0.83-0.97; p < 0.001], respectively). This association remained similar at the 1-year follow-up. After stratification by TOAST subtype, the risk of disability or a poor functional outcome in patients with the large-artery atherosclerosis or "other" subtype was significantly lower in the highest quartile than in the lowest quartile (p < 0.05). Conclusion: Serum TBA is an independent risk factor for disability and poor functional outcomes after AIS or TIA, and exerts a protective effects on brain.

2.
Cerebrovasc Dis ; 2024 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-38471482

RESUMEN

Introduction The angiotensin-converting enzyme-2 (ACE-2) and its shedding product [soluble ACE-2 (sACE-2)] are implicated in adverse cardiovascular outcomes. However, the relationship between sACE-2 and stroke recurrence is unknown. Herein, we examined the relationship of sACE-2 with stroke recurrence in patients with ischemic stroke or transient ischemic attack (TIA). Methods Data were obtained from the Third China National Stroke Registry (CNSR-Ⅲ). Eligible cases consisted of 494 patients who developed recurrent stroke within 1-year follow-up, 494 controls were selected using age- and sex- matched with a 1:1 case-control ratio. Conditional logistic regressions were used to evaluate the association between sACE-2 and recurrent stroke. The main outcomes were recurrent stroke within 1 year. Results Among 988 patients included in this study, the median (interquartile range) of sACE-2 was 25.17 (12.29-45.56) ng/mL. After adjustment for conventional confounding factors, the odds ratio with 95% confidence interval in the highest quartile versus the lowest quartile was 1.68 (1.12-2.53) for recurrent stroke within 1-year follow-up. Subgroup analysis showed that the association between elevated plasma level of sACE-2 and stroke recurrence was significant in patients with higher systemic inflammation, as indicated by high sensitivity C reactive protein (hsCRP) ≥ 2 mg/L (adjusted OR: 2.33 [95% CI, 1.15-4.72]) and neutrophil (NEUT) counts ≥ median (adjusted OR: 2.66 [95% CI, 1.35-5.23]), but not significant in patients with lower systemic inflammation. Discussion Elevated plasma sACE-2 concentration was associated with increased risk of recurrent stroke.

3.
JAMA Neurol ; 2024 Mar 04.
Artículo en Inglés | MEDLINE | ID: mdl-38436990

RESUMEN

Importance: Evidence on the bleeding risk associated with low-density lipoprotein cholesterol (LDL-C) levels in patients receiving dual antiplatelet therapy (DAPT) remains sparse. Objective: To investigate the association of LDL-C levels with bleeding risk in patients with minor ischemic stroke (MIS) or high-risk transient ischemic attack (HRTIA) receiving DAPT. Design, Setting, and Participants: This cohort study was an analysis of pooled data from 2 randomized, double-blind, placebo-controlled clinical trials in China of patients with MIS or HRTIA who were receiving DAPT: the CHANCE (Clopidogrel in High-Risk Patients With Acute Nondisabling Cerebrovascular Events) trial enrolled patients at 114 sites from October 2009 to July 2012, and the CHANCE-2 enrolled patients at 202 centers from September 2019 to March 2021. Both sets of patients were followed up for 90 days. Data analysis was performed from August 2022 to May 2023. Exposures: Baseline LDL-C levels and receipt of ticagrelor-aspirin and clopidogrel-aspirin DAPT. Main Outcomes and Measures: The primary outcome was any bleeding, and the secondary outcome was severe or moderate bleeding within 3 months after randomization. The association of LDL-C levels and all outcomes was assessed by using the Cox proportional hazard model. Hazard ratios (HRs) with 95% CIs were calculated on univariable (unadjusted) Cox regression models. Adjusted HRs (aHRs) and their 95% CIs were calculated on multivariable Cox regression models. Results: In total, 8996 patients with acute MIS or HRTIA who were receiving DAPT were included in the 2 trials, of whom 1066 without serum specimens and 490 patients with missing baseline LDL-C value were excluded. Finally, 7440 patients with DAPT (4486 in the clopidogrel-aspirin group and 2954 in the ticagrelor-aspirin group) were included in this study. The median (IQR) age was 64.32 (56.56-71.30) years, and 2479 patients (33.32%) were women. A total of 270 (3.63%) bleeding events were reported at 3 months, and LDL-C less than 70 mg/dL was associated with an increased risk of both any bleeding (aHR, 1.48; 95% CI, 1.03-2.12), and severe or moderate bleeding (aHR, 2.78; 95% CI, 1.18-6.53). The risk of any bleeding was increased at lower LDL-C levels in the ticagrelor-aspirin group (aHR, 1.71; 95% CI, 1.08-2.72). However, an increased risk of any bleeding was not observed in the clopidogrel-aspirin group (aHR, 1.30; 95% CI, 0.73-2.30). There was no significant association between LDL-C levels and the risk of severe or moderate bleeding in either the ticagrelor-aspirin or clopidogrel-aspirin group. Conclusions and Relevance: These findings suggest that low LDL-C levels are associated with an increased bleeding risk within 3 months among patients with MIS or HRTIA receiving DAPT, especially those taking ticagrelor-aspirin. Weighing the risks and benefits is crucial when simultaneously considering the selection of LDL-C target strategies and DAPT regimens among these patients.

4.
J Am Heart Assoc ; 13(5): e031723, 2024 Mar 05.
Artículo en Inglés | MEDLINE | ID: mdl-38390815

RESUMEN

BACKGROUND: Insulin resistance as a significant vascular risk factor has been studied in relation to cerebral small vessel disease (SVD). Evidence suggests that insulin resistance might trigger high blood pressure (BP). Therefore, we aimed to investigate whether insulin resistance impacts SVD with a mediating effect of BP in nondiabetic subjects. METHODS AND RESULTS: PRECISE (Polyvascular Evaluation for Cognitive Impairment and Vascular Events) study participants underwent brain and vascular imaging techniques and metabolomic risk factors measurements. Insulin resistance was evaluated by the insulin sensitivity index and the Homeostatic Model Assessment for Insulin Resistance based on the standard oral glucose tolerance test. On average, 2752 nondiabetic subjects (47.1% men) aged 60.9 years were included. The multivariable logistic regression model and linear regression model tested the association of insulin resistance with BP components (including systolic BP [SBP], diastolic BP (DBP), and pulse pressure [PP]) and SVD, and of BP components with SVD. In the mediation analysis, SBP, DBP, and PP were found to partially mediate the detrimental effect of insulin resistance (assessed by the insulin sensitivity index) on lacunes (mediation percentage: SBP, 31.15%; DBP, 34.21%; PP, 10.43%), white matter hyperintensity (mediation percentage: SBP, 37.34%; DBP, 44.15%; PP, 9.80%), and SVD total burden (mediation percentage: SBP, 42.07%; DBP, 49.29%; PP, 11.71%) (all P<0.05). The mediation analysis results were not significant when using the Homeostatic Model Assessment for Insulin Resistance to assess insulin resistance. CONCLUSIONS: Higher insulin resistance was associated with SVD in this community-dwelling population. The association of insulin resistance with lacunes, white matter hyperintensity, and SVD total burden was explained in part by BP. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03178448.


Asunto(s)
Enfermedades de los Pequeños Vasos Cerebrales , Hipertensión , Resistencia a la Insulina , Femenino , Humanos , Masculino , Presión Sanguínea/fisiología , Enfermedades de los Pequeños Vasos Cerebrales/diagnóstico por imagen , Enfermedades de los Pequeños Vasos Cerebrales/epidemiología , Hipertensión/diagnóstico , Hipertensión/epidemiología , Factores de Riesgo , Tomografía Computarizada por Rayos X , Persona de Mediana Edad
5.
Front Neurol ; 15: 1336069, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38419697

RESUMEN

Background: Data on the association between serum alkaline phosphatase (ALP) levels and clinical outcomes in patients with ischemic stroke (IS) are inconsistent and limited. Therefore, this study aimed to investigate the correlation between ALP and prognosis in patients with IS. Methods: Patients with acute ischemic stroke (AIS) or transient ischemic attack (TIA) from the Third China National Stroke Registry were divided into four groups according to the quartiles of serum ALP levels on admission. Cox proportional hazards and logistic regression models were used to evaluate the correlation between ALP and the risk of all-cause mortality, disability (modified Rankin Scale (mRS) score 3-5), and poor functional outcomes (mRS score 3-6). Results: A total of 11,405 patients were included in the study. Higher levels of ALP were associated with all-cause mortality at 3 months (adjusted hazard ratio [HR] per standard deviation [SD]: 1.16; 95% confidence interval (CI): 1.07-1.27; p = 0.001) and 1 year (adjusted HR: 1.11; 95% CI: 1.03-1.20; p = 0.010). At the 3-month follow-up, each SD increase of ALP was associated with a 12 and 14% higher risk of disability (adjusted odds ratio (OR): 1.12; 95% CI: 1.06-1.18; p < 0.001) and poor functional outcomes (adjusted OR: 1.14; 95% CI: 1.08-1.20; p < 0.001). Similar results were observed at the 1-year follow-up. Higher ALP levels were associated with an increased risk of all-cause mortality, disability, and poor functional outcomes in patients with "others" subtypes (including other determined etiology and undetermined etiology) (p < 0.05). Conclusion: Elevated ALP levels were associated with an increased risk of all-cause mortality, disability, and poor function outcomes in patients with IS. Heterogeneity was observed among the subtypes of different etiologies.

6.
CMAJ ; 196(5): E149-E156, 2024 Feb 11.
Artículo en Inglés | MEDLINE | ID: mdl-38346785

RESUMEN

BACKGROUND: Elevated homocysteine levels are associated with increased blood coagulation and platelet activity and may modulate the response to antiplatelet therapies. We aimed to investigate the effects of homocysteine levels on the efficacy and safety of ticagrelor-acetylsalicylic acid (ASA) versus clopidogrel-ASA among patients with minor stroke or transient ischemic attack who carried CYP2C19 loss-of-function alleles. METHODS: We conducted a post hoc analysis of the CHANCE-2 (The Clopidogrel in High-risk Patients with Acute Nondisabling Cerebrovascular Events-II) trial. Participants were randomly assigned to treatment with ticagrelor-ASA or clopidogrel-ASA. We categorized participants into groups with elevated and non-elevated homocysteine levels, based on the median level. The primary efficacy outcome was recurrent stroke within 90-day follow-up. The primary safety outcome was severe or moderate bleeding within 90 days. RESULTS: A total of 2740 participants were randomly assigned to receive ticagrelor-ASA and 2700 to receive clopidogrel-ASA. Use of ticagrelor-ASA was associated with a reduced risk of recurrent stroke among participants with elevated homocysteine levels (74 [5.3%] v. 119 [8.5%]; hazard ratio [HR] 0.60, 95% confidence interval [CI] 0.45-0.81), but not among those with non-elevated levels (86 [6.4%] v. 87 [6.7%]; HR 0.97, 95% CI 0.71-1.32; p = 0.04 for interaction). When analyzed as a continuous variable, the benefits of ticagrelor-ASA with regard to recurrent stroke increased as homocysteine levels increased (p = 0.04 for interaction). No significant interaction between homocysteine levels and treatment with regard to severe or moderate bleeding was observed (p = 0.7 for interaction). We found a significant interaction between homocysteine levels and therapy with regard to recurrent stroke in females (p = 0.04 for interaction) but not males. INTERPRETATION: In comparison with clopidogrel-ASA, ticagrelor-ASA conferred more benefit to patients with elevated homocysteine levels, particularly to female patients, in this secondary analysis of a randomized controlled trial involving patients with minor ischemic stroke or TIA. TRIAL REGISTRATION: ClinicalTrials.gov, no. NCT04078737.


Asunto(s)
Ataque Isquémico Transitorio , Accidente Cerebrovascular , Humanos , Femenino , Clopidogrel/uso terapéutico , Ticagrelor/uso terapéutico , Inhibidores de Agregación Plaquetaria/uso terapéutico , Ataque Isquémico Transitorio/tratamiento farmacológico , Resultado del Tratamiento , Accidente Cerebrovascular/prevención & control , Aspirina/uso terapéutico , Infarto Cerebral , Hemorragia/inducido químicamente , Homocisteína/uso terapéutico , Quimioterapia Combinada
7.
Neurology ; 102(3): e207809, 2024 Feb 13.
Artículo en Inglés | MEDLINE | ID: mdl-38181311

RESUMEN

BACKGROUND AND OBJECTIVES: The Ticagrelor or Clopidogrel with Aspirin in High-Risk Patients with Acute Nondisabling Cerebrovascular Events II (CHANCE-2) trial showed that among Chinese patients with minor ischemic stroke or transient ischemic attack (TIA) who were carriers of CYP2C19 loss-of-function alleles, dual-antiplatelet therapy with ticagrelor-aspirin reduced the 90-day risk of stroke without increased severe or moderate bleeding compared with clopidogrel-aspirin. However, whether dual-antiplatelet therapy with ticagrelor was superior to clopidogrel beyond the 90 days of follow-up remained unclear. In this study, we reported 1-year follow-up outcomes of the CHANCE-2 trial. METHODS: The CHANCE-2 trial is a randomized, double-blind, placebo-controlled trial at 202 centers in China. Patients with a minor stroke or TIA who carried CYP2C19 loss-of-function alleles were randomized within 24 hours after symptom onset, in a 1:1 ratio, to receive ticagrelor and placebo clopidogrel or to receive clopidogrel and placebo ticagrelor for 90 days; both groups received aspirin for the first 21 days. After day 90, treatment was as per the choice of the clinician and the patient. RESULTS: Among 6,412 patients, the proportion of patients on ticagrelor plus aspirin, clopidogrel plus aspirin, ticagrelor alone, clopidogrel alone, aspirin alone, other antiplatelet, and no antiplatelet beyond month 3 to 1 year was 0.09%, 1.56%, 0.13%, 2.66%, 73.65%, 0.78%, and 21.13% in the ticagrelor-aspirin group and 0.03%, 1.63%, 0.19%, 2.60%, 72.83%, 0.66%, and 22.06% in the clopidogrel-aspirin group, respectively. The primary outcome of new stroke occurred in 252 patients (7.91%) in the ticagrelor-aspirin group and 310 patients (9.73%) in the clopidogrel-aspirin group by 1 year of follow-up (hazard ratio 0.80; 95% CI 0.68-0.95; p = 0.007); new stroke beyond 3 months to 1 year occurred in 61 patients (2.07%) and 67 patients (2.32%) (p = 0.48), respectively. Primary safety outcome of severe or moderate bleeding occurred in 17 patients (0.53%) in the ticagrelor-aspirin group and 20 patients (0.63%) in the clopidogrel-aspirin group (p = 0.61). DISCUSSION: For CYP2C19 loss-of-function allele carriers, early dual-antiplatelet therapy with ticagrelor is superior to clopidogrel at 1 year in reducing recurrent stroke. TRIAL REGISTRATION INFORMATION: URL: clinicaltrials.gov. Unique identifier: NCT04078737. CLASSIFICATION OF EVIDENCE: This study provides Class II evidence that for patients with minor stroke or TIA with TIACYP2C19 loss-of-function, ticagrelor plus aspirin for 21 days is superior to clopidogrel plus aspirin in reducing the 1-year risk of recurrent stroke.


Asunto(s)
Ataque Isquémico Transitorio , Accidente Cerebrovascular , Humanos , Ticagrelor/uso terapéutico , Clopidogrel/uso terapéutico , Prevención Secundaria , Citocromo P-450 CYP2C19/genética , Ataque Isquémico Transitorio/tratamiento farmacológico , Ataque Isquémico Transitorio/genética , Inhibidores de Agregación Plaquetaria/uso terapéutico , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/genética , Infarto Cerebral , Aspirina/uso terapéutico
8.
Stroke Vasc Neurol ; 2024 Jan 29.
Artículo en Inglés | MEDLINE | ID: mdl-38286485

RESUMEN

OBJECTIVES: Evidence of the optimal antiplatelet therapy for elderly patients who had a stroke is limited, especially those elder than 80 years. This study aimed to explore the efficacy and safety of dual antiplatelet therapy (DAPT) in old-old patients compared with younger patients in the ticagrelor or Clopidogrel with aspirin in High-risk patients with Acute Non-disabling Cerebrovascular Events-II (CHANCE-2) trial. METHODS: CHANCE-2 was a randomised, double-blind, placebo-controlled trial in China involving patients with high-risk transient ischaemic attack or minor stroke with CYP2C19 loss-of-function alleles. In our substudy, all enrolled patients were stratified by age: old-old (≥80 years), young-old (65-80 years) and younger (<65 years). The primary outcomes were stroke recurrence and moderate to severe bleeding within 90 days, respectively. RESULTS: Of all the 6412 patients, 406 (6.3%) were old-old, 2755 (43.0%) were young-old and 3251 (50.7%) were younger. Old-old patients were associated with higher composite vascular events (HR 1.41, 95% CI 1.00 to 1.98, p=0.048), disabling stroke (OR 2.43, 95% CI 1.52 to 3.88, p=0.0002), severe or moderate bleeding (HR 8.40, 95% CI 1.95 to 36.21, p=0.004) and mortality (HR 7.56, 95% CI 2.23 to 25.70, p=0.001) within 90 days. Ticagrelor-aspirin group was associated with lower risks of stroke recurrence within 90 days in younger patients (HR 0.68, 95% CI 0.51 to 0.91, p=0.008), which was no differences in old-old patients. CONCLUSION: Elderly patients aged over 80 in CHANCE-2 trial had higher risks of composite vascular events, disabling stroke, severe or moderate bleeding and mortality within 90 days. Genotype-guided DAPT might not be as effective in old-old patients as in younger ones. TRIAL REGISTRATION NUMBER: NCT04078737.

9.
J Atheroscler Thromb ; 31(3): 249-258, 2024 Mar 01.
Artículo en Inglés | MEDLINE | ID: mdl-37704441

RESUMEN

AIMS: Inflammation is associated with vascular events. We aimed to investigate the relationship between high-sensitivity C-reactive protein (hsCRP) levels with and without intracranial arterial stenosis (ICAS) and the prognosis of patients with minor stroke or transient ischemic attack. METHODS: We used data from the Clopidogrel in High-Risk Patients with Acute Nondisabling Cerebrovascular Events trial (derivation cohort) and the Third China National Stroke Registry (validation cohort). Patients were divided into four groups according to the dichotomy of hsCRP level and ICAS status. The primary outcome was new ischemic stroke within 90 days, and the secondary outcome was dependence or death (Modified Rankin Scale score of 3-6) at 90 days. The associations between hsCRP level with and without ICAS and risk of outcomes were analyzed using multivariate Cox regression and logistic regression models. RESULTS: In the derivation cohort, compared with patients with nonelevated hsCRP levels and no ICAS, those with both elevated hsCRP levels and ICAS had increased risk of recurrent stroke (adjusted hazard ratio [HR], 2.62; 95% confidence interval [CI], 1.28-5.34; p=0.008) and dependence or death (adjusted odds ratio [OR], 7.58; 95% CI, 1.30-44.13; p=0.02). Consistent relationships of elevated hsCRP levels and presence of ICAS with recurrent stroke (adjusted HR, 1.67; 95% CI, 1.13-2.45; p=0.009) and dependence or death (adjusted OR, 1.87; 95% CI, 1.23-2.84; p=0.003) were observed in the validation cohort. CONCLUSION: Concomitant presence of increased hsCRP levels and ICAS was associated with increased risk of stroke recurrence and dependence or death in patients with minor ischemic stroke or transient ischemic attack.


Asunto(s)
Ataque Isquémico Transitorio , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Humanos , Ataque Isquémico Transitorio/epidemiología , Proteína C-Reactiva , Inhibidores de Agregación Plaquetaria/efectos adversos , Constricción Patológica/complicaciones , Accidente Cerebrovascular/etiología , Infarto Cerebral , Accidente Cerebrovascular Isquémico/complicaciones , Factores de Riesgo
10.
EClinicalMedicine ; 67: 102357, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38125963

RESUMEN

Background: The atherogenicity of remnant cholesterol (RC), a contributor to residual risk of cardiovascular events, has been underlined by recent guidelines. We aimed to evaluate the relationship between RC levels and the efficacy and safety of genotype-guided dual antiplatelet therapy in the CHANCE-2 trial. Methods: This post-hoc study used data from the CHANCE-2 trial, which was a randomised, double-blind, placebo-controlled trial of 6412 patients (aged >40 years) enrolled from 202 hospitals in China, between Sept 23, 2019, and March 22, 2021, who carried CYP2C19 loss-of-function alleles and had either an acute minor stroke or high-risk transient ischaemic attack (TIA), and could start treatment within 24 h of symptom onset. Participants received either (1:1) ticagrelor plus aspirin (control) or clopidogrel plus aspirin (intervention) and the effect of reducing the 3-month risk of any new stroke was assessed (ischemic or haemorrhagic, primary outcome). From the CHANCE-2 study population, we enrolled 5890 patients with complete data on RC. The cutoff point of RC for distinguishing patients with greater benefit from ticagrelor-aspirin versus clopidogrel-aspirin was determined with subpopulation treatment effect pattern plot. The primary efficacy and safety outcome was recurrent stroke and severe or moderate bleeding within 90 days, respectively. CHANCE-2 is registered with ClinicalTrials.gov, NCT04078737. Findings: The cutoff to define elevated RC was 0.91 mmol/L. Ticagrelor-aspirin versus clopidogrel-aspirin was associated with a reduced risk of recurrent stroke in patients with non-elevated RC levels (122 [5.3%] versus 179 [7.8%]; hazard ratio [HR], 0.68; 95% confidence interval [CI], 0.54-0.85), but this benefit was absent in those with elevated RC levels (58 [8.4%] versus 48 [7.3%]; HR, 1.10; 95% CI, 0.73-1.65; P-interaction = 0.03). When analyzed as a continuous variable, the benefit of ticagrelor-aspirin on recurrent stroke decreased as RC levels increased. The rates of severe or moderate bleeding between treatment groups were similar across RC categories (0.3% versus 0.3%, P-interaction = 0.95). Interpretation: Our post-hoc findings suggest that RC could be a potential biomarker to discriminate patients who received more benefits from ticagrelor-aspirin versus clopidogrel-aspirin therapy in CYP2C19 loss-of-function carriers with minor stroke or TIA. These findings need to be validated in an independent study. Funding: The National Key Research and Development Program of China, Beijing Natural Science Foundation Haidian original innovation joint fund, Fund for Young Talents of Beijing Medical Management Center, the high-level public health talents, Training Fund for Open Projects at Clinical Institutes and Departments of Capital Medical University; and Salubris.

11.
Diabetol Metab Syndr ; 15(1): 246, 2023 Dec 02.
Artículo en Inglés | MEDLINE | ID: mdl-38041145

RESUMEN

BACKGROUND: Insulin resistance is linked to atherosclerotic cardiovascular diseases and stroke, whereas less is known about adipose tissue specific insulin resistance and outcomes after ischemic stroke. This study aimed to estimate the association between adipose tissue specific insulin resistance and prognosis of nondiabetic patients with ischemic stroke. METHODS: Patients with ischemic stroke without a history of diabetes mellitus in the Third China National Stroke Registry were included. Adipose tissue specific insulin resistance index (Adipo-IR) was calculated by fasting serum insulin and free fatty acids and categorized into 5 groups according to the quintiles. Outcomes included stroke recurrence (ischemic or hemorrhagic), combined vascular events, all-cause death, and poor outcome (modified Rankin Scale, 3-6) at 12 months after stroke onset. We assessed the association between Adipo-IR and risk of prognosis by multivariable Cox/logistic regression models adjusted for potential covariates. RESULTS: Among 2,222 patients, 69.0% were men with a mean age of 62.5 years. At 12 months, 185 (8.3%) patients had recurrent stroke, 193 (8.7%) had combined vascular events, 58 (2.6%) died, and 250 (11.5%) had a poor outcome. Compared with patients with the lowest quintile, patients with the second, third, fourth, fifth quintiles of the Adipo-IR were associated with an increased risk of stroke recurrence (hazard ratio [HR], 1.77; 95% CI, 1.04-3.03; P = 0.04; HR, 2.19; 95% CI, 1.30-3.68; P = 0.003; HR, 1.84; 95% CI, 1.06-3.21; P = 0.03; HR, 2.11; 95% CI, 1.20-3.71; P = 0.01, respectively) and marginally associated with an increased risk of combined vascular events ( HR, 1.60; 95%CI, 0.97-2.64; P = 0.07; HR, 1.91; 95% CI, 1.17-3.13; P = 0.01; HR, 1.62; 95% CI, 0.96-2.75; P = 0.07; HR, 1.80; 95% CI, 1.05-3.09; P = 0.03, respectively) at 12 months after adjustment for potential covariates. Adipo-IR was not associated with mortality and poor outcome at 12 months. CONCLUSIONS: These findings suggest that adipose tissue specific insulin resistance is independently associated with recurrent stroke and combined vascular events after acute ischemic stroke in nondiabetic patients.

12.
N Engl J Med ; 389(26): 2413-2424, 2023 Dec 28.
Artículo en Inglés | MEDLINE | ID: mdl-38157499

RESUMEN

BACKGROUND: Dual antiplatelet treatment has been shown to lower the risk of recurrent stroke as compared with aspirin alone when treatment is initiated early (≤24 hours) after an acute mild stroke. The effect of clopidogrel plus aspirin as compared with aspirin alone administered within 72 hours after the onset of acute cerebral ischemia from atherosclerosis has not been well studied. METHODS: In 222 hospitals in China, we conducted a double-blind, randomized, placebo-controlled, two-by-two factorial trial involving patients with mild ischemic stroke or high-risk transient ischemic attack (TIA) of presumed atherosclerotic cause who had not undergone thrombolysis or thrombectomy. Patients were randomly assigned, in a 1:1 ratio, within 72 hours after symptom onset to receive clopidogrel (300 mg on day 1 and 75 mg daily on days 2 to 90) plus aspirin (100 to 300 mg on day 1 and 100 mg daily on days 2 to 21) or matching clopidogrel placebo plus aspirin (100 to 300 mg on day 1 and 100 mg daily on days 2 to 90). There was no interaction between this component of the factorial trial design and a second part that compared immediate with delayed statin treatment (not reported here). The primary efficacy outcome was new stroke, and the primary safety outcome was moderate-to-severe bleeding - both assessed within 90 days. RESULTS: A total of 6100 patients were enrolled, with 3050 assigned to each trial group. TIA was the qualifying event for enrollment in 13.1% of the patients. A total of 12.8% of the patients were assigned to a treatment group no more than 24 hours after stroke onset, and 87.2% were assigned after 24 hours and no more than 72 hours after stroke onset. A new stroke occurred in 222 patients (7.3%) in the clopidogrel-aspirin group and in 279 (9.2%) in the aspirin group (hazard ratio, 0.79; 95% confidence interval [CI], 0.66 to 0.94; P = 0.008). Moderate-to-severe bleeding occurred in 27 patients (0.9%) in the clopidogrel-aspirin group and in 13 (0.4%) in the aspirin group (hazard ratio, 2.08; 95% CI, 1.07 to 4.04; P = 0.03). CONCLUSIONS: Among patients with mild ischemic stroke or high-risk TIA of presumed atherosclerotic cause, combined clopidogrel-aspirin therapy initiated within 72 hours after stroke onset led to a lower risk of new stroke at 90 days than aspirin therapy alone but was associated with a low but higher risk of moderate-to-severe bleeding. (Funded by the National Natural Science Foundation of China and others; INSPIRES ClinicalTrials.gov number, NCT03635749.).


Asunto(s)
Aspirina , Clopidogrel , Accidente Cerebrovascular Isquémico , Inhibidores de Agregación Plaquetaria , Humanos , Aspirina/administración & dosificación , Aspirina/efectos adversos , Aspirina/uso terapéutico , Aterosclerosis/complicaciones , Aterosclerosis/tratamiento farmacológico , Clopidogrel/administración & dosificación , Clopidogrel/efectos adversos , Clopidogrel/uso terapéutico , Método Doble Ciego , Quimioterapia Combinada , Hemorragia/inducido químicamente , Ataque Isquémico Transitorio/tratamiento farmacológico , Ataque Isquémico Transitorio/etiología , Accidente Cerebrovascular Isquémico/tratamiento farmacológico , Accidente Cerebrovascular Isquémico/etiología , Inhibidores de Agregación Plaquetaria/administración & dosificación , Inhibidores de Agregación Plaquetaria/efectos adversos , Inhibidores de Agregación Plaquetaria/uso terapéutico , Prevención Secundaria , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/etiología , Resultado del Tratamiento
13.
Stroke Vasc Neurol ; 2023 Oct 03.
Artículo en Inglés | MEDLINE | ID: mdl-37788911

RESUMEN

BACKGROUND: This is the first real-world study to estimate the direct costs and indirect costs of first-ever ischaemic stroke with 1-year follow-up in China, based on a nationally representative sample. METHODS: Patients were chosen from 20 geographically diverse sites from the nationally representative database China National Stroke Registry-III (CNSR-III). The inclusion criteria were surviving patients who were hospitalised with first-ever ischaemic stroke from February 2017 to February 2018 (the index event); aged 18-80 during the index event; no history of other stroke types. The primary endpoints were direct medical costs, direct non-medical costs, indirect costs and total cost (ie, the sum of all cost components). Patient characteristics and clinical data were extracted from CNSR-III. Stroke-related in-hospital direct medical costs were collected from hospital electronic medical records. The patient survey collected data related to out-of-hospital direct medical costs, direct non-medical costs and indirect costs. The secondary objective was to explore clinical factors associated with cost outcomes through univariate analysis and multiple regression. RESULTS: The study enrolled 520 patients. The total cost was 57 567.48 CNY, with 26 612.67 CNY direct medical costs, 2 787.56 CNY direct non-medical costs and 28 167.25 CNY indirect costs. Univariate analysis showed that longer lengths of stay during the index event, higher National Institutes of Health Stroke Scale (NIHSS) and modified Rankin Scale scores were associated with higher costs in all categories. Conversely, EuroQol 5 Dimension utility scores were associated with decreased costs except direct non-medical costs. Multiple regressions showed that higher admission NIHSS scores were independently associated with higher direct medical costs, indirect costs and total cost. Higher 3-month utilities were associated with lower total cost. CONCLUSION: This real-world study showed substantial 1-year economic burden following first-ever ischaemic stroke in China, and that indirect costs are a non-negligible driver of costs.

14.
J Am Heart Assoc ; 12(21): e031611, 2023 11 07.
Artículo en Inglés | MEDLINE | ID: mdl-37889172

RESUMEN

Background This study aimed to investigate the efficacy and safety of ticagrelor-aspirin versus clopidogrel-aspirin in Chinese patients by the presence and clinical presentation of intracranial artery stenosis (ICAS) using randomized trial data from the CHANCE-2 (Clopidogrel in High-Risk Patients With Acute Nondisabling Cerebrovascular Events-II) trial. Methods and Results A total of 6412 patients with minor stroke or transient ischemic attack who carried CYP2C19 loss-of-function alleles were randomized to either the ticagrelor-aspirin or clopidogrel-aspirin group. Patients without imaging of the intracranial artery were excluded from the nonprespecified subgroup analysis of CHANCE-2. All patients included were classified into the following groups: without ICAS, symptomatic ICAS, or asymptomatic ICAS. The primary efficacy outcome was new strokes within 90 days. There were 5893 patients (median age, 64.8 years; 33.9% women) included, and 172 (4.9%), 171 (10.5%), and 57 (7.7%) cases of new strokes occurred within 90 days in the without ICAS, with symptomatic ICAS, and with asymptomatic ICAS groups, respectively. Ticagrelor-aspirin was associated with reduced risk of new stroke in patients without ICAS (62 [3.5%] versus 110 [6.3%]; hazard ratio [HR], 0.57 [95% CI, 0.41-0.78]) but not in those with symptomatic ICAS (HR, 0.77 [95% CI, 0.56-1.05]) or in those with asymptomatic ICAS (HR, 0.77 [95% CI, 0.43-1.38]) compared with clopidogrel-aspirin (P for interaction=0.14). There were no significant differences in the proportion of severe or moderate bleeding events among different ICAS groups. Conclusions Patients without ICAS received a significantly greater benefit from ticagrelor-aspirin than clopidogrel-aspirin after minor ischemic stroke or transient ischemic attack, and there was no statistically significant difference between treatments in patients with symptomatic ICAS or asymptomatic ICAS. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT04078737.


Asunto(s)
Ataque Isquémico Transitorio , Accidente Cerebrovascular , Humanos , Femenino , Persona de Mediana Edad , Masculino , Ataque Isquémico Transitorio/tratamiento farmacológico , Clopidogrel/uso terapéutico , Ticagrelor/uso terapéutico , Inhibidores de Agregación Plaquetaria/uso terapéutico , Constricción Patológica , Resultado del Tratamiento , Accidente Cerebrovascular/tratamiento farmacológico , Aspirina/uso terapéutico , Arterias , Quimioterapia Combinada
15.
Cell Discov ; 9(1): 75, 2023 Jul 21.
Artículo en Inglés | MEDLINE | ID: mdl-37479695

RESUMEN

Ischemic stroke is a leading cause of global mortality and long-term disability. However, there is a paucity of whole-genome sequencing studies on ischemic stroke, resulting in limited knowledge of the interplay between genomic and phenotypic variations among affected patients. Here, we outline the STROMICS design and present the first whole-genome analysis on ischemic stroke by deeply sequencing and analyzing 10,241 stroke patients from China. We identified 135.59 million variants, > 42% of which were novel. Notable disparities in allele frequency were observed between Chinese and other populations for 89 variants associated with stroke risk and 10 variants linked to response to stroke medications. We investigated the population structure of the participants, generating a map of genetic selection consisting of 31 adaptive signals. The adaption of the MTHFR rs1801133-G allele, which links to genetically evaluated VB9 (folate acid) in southern Chinese patients, suggests a gene-specific folate supplement strategy. Through genome-wide association analysis of 18 stroke-related traits, we discovered 10 novel genetic-phenotypic associations and extensive cross-trait pleiotropy at 6 lipid-trait loci of therapeutic relevance. Additionally, we found that the set of loss-of-function and cysteine-altering variants present in the causal gene NOTCH3 for the autosomal dominant stroke disorder CADASIL displayed a broad neuro-imaging spectrum. These findings deepen our understanding of the relationship between the population and individual genetic layout and clinical phenotype among stroke patients, and provide a foundation for future efforts to utilize human genetic knowledge to investigate mechanisms underlying ischemic stroke outcomes, discover novel therapeutic targets, and advance precision medicine.

16.
CMAJ ; 195(26): E897-E904, 2023 07 10.
Artículo en Inglés | MEDLINE | ID: mdl-37429630

RESUMEN

BACKGROUND: Body mass index (BMI) may affect the response to platelet P2Y12 receptor inhibitors. We aimed to explore whether BMI influenced the efficacy and safety of ticagrelor and clopidogrel for secondary prevention of minor ischemic stroke or transient ischemic attack (TIA) among patients enrolled in the CHANCE-2 (Ticagrelor or Clopidogrel with Aspirin in High-Risk Patients with Acute Nondisabling Cerebrovascular Events II) trial. METHODS: In a multicentre, randomized, double-blind, placebo-controlled trial, conducted in China, we randomized patients with minor stroke or TIA who carried the CYP2C19 loss-of-function allele to receive either ticagrelor-acetylsalicylic acid (ASA) or clopidogrel-ASA. We classified patients into obese (BMI ≥ 28) or nonobese (BMI < 28) groups. The primary efficacy outcome was stroke within 90 days, and the primary safety outcome was severe or moderate bleeding within 90 days. RESULTS: Among 6412 patients, 876 were classified as obese and 5536 were classified as nonobese. Compared with clopidogrel-ASA, ticagrelor-ASA was associated with a significantly lower rate of stroke within 90 days among patients with obesity (25 [5.4%] v. 47 [11.3%]; hazard ratio [HR] 0.51, 95% confidence interval [CI] 0.30-0.87), but not among those in the nonobese group (166 [6.0%] v. 196 [7.0%]; HR 0.84, 95% CI 0.69-1.04) The interaction of treatment and BMI group was significant (p for interaction = 0.04). We did not observe any difference by BMI group in rates of severe or moderate bleeding (9 [0.3%] v. 10 [0.4%] in the nonobese group; 0 [0.0%] v. 1 [0.2%] in the obese group; p for interaction = 0.99). INTERPRETATION: In this secondary analysis of a randomized controlled trial involving patients with minor ischemic stroke or TIA, compared with clopidogrel-ASA, patients with obesity received more clinical benefit from ticagrelor-ASA therapy than those without obesity. TRIAL REGISTRATION: Clinicaltrials.gov, no. NCT04078737.


Asunto(s)
Ataque Isquémico Transitorio , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Humanos , Clopidogrel/efectos adversos , Ticagrelor/uso terapéutico , Ataque Isquémico Transitorio/tratamiento farmacológico , Índice de Masa Corporal , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/prevención & control , Accidente Cerebrovascular/complicaciones , Inhibidores de Agregación Plaquetaria/efectos adversos , Aspirina/efectos adversos , Hemorragia/inducido químicamente , Accidente Cerebrovascular Isquémico/complicaciones , Obesidad/complicaciones , Obesidad/tratamiento farmacológico , Quimioterapia Combinada , Resultado del Tratamiento
17.
Stroke Vasc Neurol ; 2023 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-37495379

RESUMEN

BACKGROUND AND PURPOSE: Multiple factors play important roles in the occurrence and prognosis of stroke. However, the roles of monogenic variants in all-cause ischaemic stroke have not been systematically investigated. We aim to identify underdiagnosed monogenic stroke in an adult ischaemic stroke/transient ischaemic attack (TIA) cohort (the Third China National Stroke Registry, CNSR-III). METHODS: Targeted next-generation sequencing for 181 genes associated with stroke was conducted on DNA samples from 10 428 patients recruited through CNSR-III. The genetic and clinical data from electronic health records (EHRs) were reviewed for completion of the diagnostic process. We assessed the percentages of individuals with pathogenic or likely pathogenic (P/LP) variants, and the diagnostic yield of pathogenic variants in known monogenic disease genes with associated phenotypes. RESULTS: In total, 1953 individuals harboured at least one P/LP variant out of 10 428 patients. Then, 792 (7.6%) individuals (comprising 759 individuals harbouring one P/LP variant in one gene, 29 individuals harbouring two or more P/LP variants in different genes and 4 individuals with two P/LP variants in ABCC6) were predicted to be at risk for one or more monogenic diseases based on the inheritance pattern. Finally, 230 of 792 individuals manifested a clinical phenotype in the EHR data to support the diagnosis of stroke with a monogenic cause. The most diagnosed Mendelian cause of stroke in the cohort was cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy. There were no relationships between age or family history and the incidence of first symptomatic monogenic stroke in patients. CONCLUSION: The rate of monogenic cause of stroke was 2.2% after reviewing the clinical phenotype. Possible reasons that Mendelian causes of stroke may be missed in adult patients who had an ischaemic stroke/TIA include a late onset of stroke symptoms, combination with common vascular risks and the absence of a prominent family history.

18.
CNS Neurosci Ther ; 29(11): 3579-3587, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37287421

RESUMEN

AIM: Post-stroke inflammation increases the risk of functional disability through enlarged cerebral infarct size directly and follow-up stroke event indirectly. We aimed to use post-stroke proinflammatory cytokine interleukin-6 (IL-6) as a marker of inflammatory burden and quantify post-stroke inflammation's direct and indirect effect on functional disability. METHODS: We analyzed patients with acute ischemic stroke admitted to 169 hospitals in the Third China National Stroke Registry. Blood samples were collected within 24 h of admission. Stroke recurrence and functional outcome measured by the modified Rankin scale (mRS) were assessed via face-to-face interviews at 3 months. Functional disability was defined as an mRS score ≥2. Mediation analyses under the counterfactual framework were performed to examine the potential causal chain in which stroke recurrence may mediate the relationship between IL-6 and functional outcome. RESULTS: Among the 7053 analyzed patients, the median (interquartile range [IQR]) NIHSS score was 3 (1-5), and the median (IQR) level of IL-6 was 2.61 (1.60-4.73) pg/mL. Stroke recurrence was observed in 458 (6.5%) patients, and functional disability was seen in 1708 (24.2%) patients at the 90-day follow-up. Per stand deviation (4.26 pg/mL) increase in the concentration of IL-6 was associated with an increased risk of stroke recurrence (adjusted odds ratio [aOR], 1.19; 95% CI, 1.09-1.29) and disability (aOR, 1.22; 95% CI, 1.15-1.30) within 90 days. Mediation analyses revealed that 18.72% (95% CI, 9.26%-28.18%) of the relationship between IL-6 and functional disability was mediated by stroke recurrence. CONCLUSIONS: Stroke recurrence mediates less than 20% of the association between IL-6 and functional outcome at 90 days among patients with acute ischemic stroke. In addition to typical secondary prevention strategies for preventing stroke recurrence, more attention should be paid to novel anti-inflammatory therapy to improve functional outcomes directly.


Asunto(s)
Isquemia Encefálica , Interleucina-6 , Accidente Cerebrovascular Isquémico , Humanos , Infarto Cerebral , Inflamación/complicaciones , Inflamación/metabolismo , Accidente Cerebrovascular Isquémico/complicaciones , Recurrencia , Accidente Cerebrovascular , Estado Funcional , Recuperación de la Función
19.
JAMA Netw Open ; 6(6): e2317037, 2023 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-37279000

RESUMEN

Importance: The Clopidogrel With Aspirin in High-Risk Patients With Acute Nondisabling Cerebrovascular Events II (CHANCE-2) trial showed that ticagrelor-aspirin combination therapy reduced the risk of stroke compared with a clopidogrel-aspirin combination among carriers of CYP2C19 loss-of-function (LOF) alleles after a transient ischemic attack (TIA) or minor ischemic stroke. However, the association between the degree of CYP2C19 LOF and ideal treatment allocation remains unknown. Objective: To investigate whether the efficacy and safety of ticagrelor-aspirin vs clopidogrel-aspirin are consistent with the expected degree of CYP2C19 LOF after TIA or minor stroke. Design, Setting, and Participants: CHANCE-2 was a multicenter, double-blind, double-dummy, placebo-controlled randomized clinical trial. Patients were enrolled at 202 centers in China from September 23, 2019, through March 22, 2021. Patients with at least two *2 or *3 alleles (*2/*2, *2/*3, or *3/*3) according to point-of-care genotyping were classified as "poor metabolizers," and those with one *2 or *3 allele (*1/*2 or *1/*3) were classified as "intermediate metabolizers." Interventions: Patients were randomly assigned in a 1:1 ratio to receive ticagrelor (180-mg loading dose on day 1 followed by 90 mg twice daily for days 2-90) or clopidogrel (300-mg loading dose on day 1 followed by 75 mg/d for days 2-90). All patients received aspirin (75- to 300-mg loading dose followed by 75 mg/d for 21 days). Main Outcomes and Measures: The primary efficacy outcome was a new ischemic or hemorrhagic stroke. The secondary efficacy outcome was a composite of new clinical vascular events and individual ischemic stroke events within 3 months. The primary safety outcome was severe or moderate bleeding. Analyses were performed according to the intention-to-treat principle. Results: Of the 6412 patients enrolled, the median age was 64.8 years (IQR, 57.0-71.4 years), and 4242 patients (66.2%) were men. Of the 6412 patients, 5001 (78.0%) were intermediate metabolizers, and 1411 (22.0%) were poor metabolizers. The primary outcome occurred less often with ticagrelor-aspirin vs clopidogrel-aspirin, irrespective of metabolizer status (6.0% [150 of 2486] vs 7.6% [191 of 2515]; hazard ratio [HR], 0.78 [95% CI, 0.63-0.97] among intermediate metabolizers and 5.7% [41 of 719] vs 7.5% [52 of 692]; HR, 0.77 [95% CI, 0.50-1.18] among poor metabolizers; P = .88 for interaction). Patients taking ticagrelor-aspirin had a higher risk of any bleeding event compared with those taking clopidogrel-aspirin, irrespective of metabolizer status: 5.4% (134 of 2486) vs 2.6% (66 of 2512) (HR, 2.14 [95% CI, 1.59-2.89]) among intermediate metabolizers and 5.0% (36 of 719) vs 2.0% (14 of 692) (HR, 2.99 [95% CI, 1.51-5.93]) among poor metabolizers (P = .66 for interaction). Conclusions and Relevance: This prespecified analysis of a randomized clinical trial found no difference in treatment effect between poor and intermediate CYP2C19 metabolizers. The relative clinical efficacy and safety of ticagrelor-aspirin vs clopidogrel-aspirin were consistent across CYP2C19 genotypes. Trial Registration: ClinicalTrials.gov Identifier: NCT04078737.


Asunto(s)
Citocromo P-450 CYP2C19 , Ataque Isquémico Transitorio , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Femenino , Humanos , Masculino , Persona de Mediana Edad , Aspirina/uso terapéutico , Clopidogrel/uso terapéutico , Citocromo P-450 CYP2C19/genética , Pueblos del Este de Asia , Hemorragia/inducido químicamente , Ataque Isquémico Transitorio/tratamiento farmacológico , Accidente Cerebrovascular Isquémico/tratamiento farmacológico , Inhibidores de Agregación Plaquetaria/uso terapéutico , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/prevención & control , Accidente Cerebrovascular/genética , Ticagrelor/uso terapéutico , Anciano
20.
BMC Genomics ; 24(1): 347, 2023 Jun 23.
Artículo en Inglés | MEDLINE | ID: mdl-37353738

RESUMEN

BACKGROUND: In large-scale high-throughput sequencing projects and biobank construction, sample tagging is essential to prevent sample mix-ups. Despite the availability of fingerprint panels for DNA data, little research has been conducted on sample tagging of whole genome bisulfite sequencing (WGBS) data. This study aims to construct a pipeline and identify applicable fingerprint panels to address this problem. RESULTS: Using autosome-wide A/T polymorphic single nucleotide variants (SNVs) obtained from whole genome sequencing (WGS) and WGBS of individuals from the Third China National Stroke Registry, we designed a fingerprint panel and constructed an optimized pipeline for tagging WGBS data. This pipeline used Bis-SNP to call genotypes from the WGBS data, and optimized genotype comparison by eliminating wildtype homozygous and missing genotypes, and retaining variants with identical genomic coordinates and reference/alternative alleles. WGS-based and WGBS-based genotypes called from identical or different samples were extensively compared using hap.py. In the first batch of 94 samples, the genotype consistency rates were between 71.01%-84.23% and 51.43%-60.50% for the matched and mismatched WGS and WGBS data using the autosome-wide A/T polymorphic SNV panel. This capability to tag WGBS data was validated among the second batch of 240 samples, with genotype consistency rates ranging from 70.61%-84.65% to 49.58%-61.42% for the matched and mismatched data, respectively. We also determined that the number of genetic variants required to correctly tag WGBS data was on the order of thousands through testing six fingerprint panels with different orders for the number of variants. Additionally, we affirmed this result with two self-designed panels of 1351 and 1278 SNVs, respectively. Furthermore, this study confirmed that using the number of genetic variants with identical coordinates and ref/alt alleles, or identical genotypes could not correctly tag WGBS data. CONCLUSION: This study proposed an optimized pipeline, applicable fingerprint panels, and a lower boundary for the number of fingerprint genetic variants needed for correct sample tagging of WGBS data, which are valuable for tagging WGBS data and integrating multi-omics data for biobanks.


Asunto(s)
Genoma , Sulfitos , Humanos , Secuenciación Completa del Genoma , Genotipo , Metilación de ADN , ADN , Secuenciación de Nucleótidos de Alto Rendimiento
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