1.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
Background and Objectives:
The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea.
Methods:
A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D.
Results:
From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis.
Conclusions
Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea.
2.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
Background and Objectives:
The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea.
Methods:
A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D.
Results:
From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis.
Conclusions
Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea.
3.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
Background and Objectives:
The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea.
Methods:
A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D.
Results:
From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis.
Conclusions
Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea.
4.Cost-effectiveness of Fractional Flow Reserve Versus Intravascular Ultrasound to Guide Percutaneous Coronary Intervention: Results From the FLAVOUR Study
Doyeon HWANG ; Hea-Lim KIM ; Jane KO ; HyunJin CHOI ; Hanna JEONG ; Sun-ae JANG ; Xinyang HU ; Jeehoon KANG ; Jinlong ZHANG ; Jun JIANG ; Joo-Yong HAHN ; Chang-Wook NAM ; Joon-Hyung DOH ; Bong-Ki LEE ; Weon KIM ; Jinyu HUANG ; Fan JIANG ; Hao ZHOU ; Peng CHEN ; Lijiang TANG ; Wenbing JIANG ; Xiaomin CHEN ; Wenming HE ; Sung Gyun AHN ; Ung KIM ; You-Jeong KI ; Eun-Seok SHIN ; Hyo-Soo KIM ; Seung-Jea TAHK ; JianAn WANG ; Tae-Jin LEE ; Bon-Kwon KOO ;
Korean Circulation Journal 2025;55(1):34-46
Background and Objectives:
The Fractional Flow Reserve and Intravascular UltrasoundGuided Intervention Strategy for Clinical Outcomes in Patients with Intermediate Stenosis (FLAVOUR) trial demonstrated non-inferiority of fractional flow reserve (FFR)-guided percutaneous coronary intervention (PCI) compared with intravascular ultrasound (IVUS)-guided PCI. We sought to investigate the cost-effectiveness of FFR-guided PCI compared to IVUS-guided PCI in Korea.
Methods:
A 2-part cost-effectiveness model, composed of a short-term decision tree model and a long-term Markov model, was developed for patients who underwent PCI to treat intermediate stenosis (40% to 70% stenosis by visual estimation on coronary angiography).The lifetime healthcare costs and quality-adjusted life-years (QALYs) were estimated from the healthcare system perspective. Transition probabilities were mainly referred from the FLAVOUR trial, and healthcare costs were mainly obtained through analysis of Korean National Health Insurance claims data. Health utilities were mainly obtained from the Seattle Angina Questionnaire responses of FLAVOUR trial participants mapped to EQ-5D.
Results:
From the Korean healthcare system perspective, the base-case analysis showed that FFR-guided PCI was 2,451 U.S. dollar lower in lifetime healthcare costs and 0.178 higher in QALYs compared to IVUS-guided PCI. FFR-guided PCI remained more likely to be cost-effective over a wide range of willingness-to-pay thresholds in the probabilistic sensitivity analysis.
Conclusions
Based on the results from the FLAVOUR trial, FFR-guided PCI is projected to decrease lifetime healthcare costs and increase QALYs compared with IVUS-guided PCI in intermediate coronary lesion, and it is a dominant strategy in Korea.
5.Epidemiological characteristics of foodborne disease outbreaks in Wuhan, Hubei Province from 2006 to 2023
Yue ZHOU ; Mengdie SHI ; Xiao WANG ; Xiaomin WU ; Yating WU
Shanghai Journal of Preventive Medicine 2025;37(7):549-555
ObjectiveTo analyze the epidemiological characteristics of foodborne disease outbreaks in Wuhan from 2006 to 2023, and to provide a scientific basis for the development of foodborne disease prevention and control measures. MethodsDescriptive statistical analyses were performed on foodborne disease outbreaks confirmed by the district and municipal center for disease control and prevention (CDC) in Wuhan from 2006 to 2023, and the attack rate and case fatality rate were calculated as well. ResultsA total of 182 foodborne disease outbreaks were reported in Wuhan from 2006 to 2023, with a cumulative of 2 820 cases. Among which, 3 cases were dead, with an annual average attack rate of 1.22% and a case fatality rate of 0.11%. The highest number of outbreaks occurred in collective canteens (43.96%, 80/182), the highest attack rate was observed in catering facilities (11.03%), and the highest case fatality rate was found in households (1.45%). Among the foodborne disease outbreaks with identified etiologies, microbial factors were the leading causes (36.26%, 66/182), with the main pathogens being norovirus, Bacillus cereus, and other unspecified bacteria. Fungal factors were mainly attributed to poisonous mushrooms, with a relatively high fatality rate of 2.22% (2/90). Outbreaks caused by bacterial factors were more common in the central urban area (30.28%, 33/109), while fungal-related outbreaks were more frequent in the outlying urban areas (24.66%, 18/73). ConclusionCollective canteens are the main venues for foodborne disease outbreaks in Wuhan. Microbial factors are the main pathogenic factors, and poisonous mushrooms are the leading causes to death. It is necessary to strengthen the supervision on collective canteens, carry out various forms of public awareness campaigns on poisonous mushroom poisoning, and, if required, cooperate with the gardening department to eradicate wild poisonous mushrooms in the green belts. A collaborative cooperation involving multiple departments is essential to reduce the occurrence of foodborne disease outbreaks.
6.Structures and functions of the MICOS: Pathogenesis and therapeutic implications in Alzheimer's disease.
Zihan WANG ; Kaige ZHANG ; Minghao HUANG ; Dehao SHANG ; Xiaomin HE ; Zhou WU ; Xu YAN ; Xinwen ZHANG
Acta Pharmaceutica Sinica B 2025;15(6):2966-2984
Mitochondrial dysfunction is a critical factor in the pathogenesis of Alzheimer's disease (AD). The mitochondrial contact site and cristae organizing system (MICOS) plays a pivotal role in shaping the inner mitochondrial membrane, forming cristae junctions and establishing interaction sites between the inner and outer mitochondrial membranes and thereby serving as a cornerstone of mitochondrial structure and function. In the past decade, MICOS abnormalities have been extensively linked to AD pathogenesis. In particular, dysregulated expression of MICOS subunits and mutations in MICOS-related genes have been identified in AD, often in association with hallmark pathological features such as amyloid-β plaque accumulation, neurofibrillary tangle formation, and neuronal apoptosis. Furthermore, MICOS subunits interact with several etiologically relevant proteins, significantly influencing AD progression. The intricate crosstalk between these proteins and MICOS subunits underscores the relevance of MICOS dysfunction in AD. Therapeutic strategies targeting MICOS subunits or their interacting proteins may offer novel approaches for AD treatment. In the present review, we introduce current understanding of MICOS structures and functions, highlight MICOS pathogenesis in AD, and summarize the available MICOS-targeting drugs potentially useful for AD.
7.Observation on therapeutic effect of massage intervention at meridian knot points with medicated stick on Qi stagnation and blood stasis type lumbar intervertebral disc herniation based on meridian theory
Jinping ZHOU ; Yonggui LUO ; Jin GU ; Ting LIU ; Mei YANG ; Xia TENG ; Xiaomin SUN ; Runhong YAO
Chongqing Medicine 2025;54(9):2014-2017
Objective To explore the clinical efficacy of the medicated stick massage at meridian knot points in treating Qi stagnation and blood stasis type lumbar disc herniation(LDH)based on the meridian theory.Methods The patients with LDH in the ward 5 of orthopedics department in this hospital from Sep-tember 2024 to April 2025 were selected as the research subjects.On the basis of routine treatment and care,the control group adopted the medicated stick massage at points,while the experimental group adopted the medicated stick massage at meridian knots.The visual analogue scale(VAS)scores,Japanese Orthopaedic So-ciety(JOA)score,TCM syndrome scores and TCM syndrome therapeutic effects before intervention and in two weeks after intervention were compared between the two groups.Results The VAS scores,each item score and total score of JOA,TCM syndrome scores and TCM therapeutic effects after 2-week intervention in the experimental group all were superior to those in the control group,and the differences were statistically significant(P<0.05).Conclusion Selecting the medicated stick massage at the meridian knots under the guidance of meridian theory could significantly improve the pain symptoms,lumbar function,TCM syndrome scores,the therapeutic effects are definite,and is worthy of clinical promotion and application.
8.Investigation of Clinical Characteristics and Traditional Chinese Medicine Syndrome Types of Colorectal Polyp and Their Correlation with Hyperlipidemia
Wansha GUO ; Zhiqing LI ; Meihua ZHOU ; Mingguo DONG ; Xiaomin LU
Journal of Guangzhou University of Traditional Chinese Medicine 2025;42(4):819-826
Objective To investigate the clinical characteristics and traditional Chinese medicine(TCM)syndrome types of colorectal polyp(CP)and to explore their correlation with hyperlipidemia and other related risk factors.Methods From January 2022 to December 2023,174 patients with CP(polyp group)and 87 patients without intestinal abnormalities(non-polyp group)who underwent colonoscopy or treatment at the Endoscopy Center of Dongguan Hospital of Guangzhou University of Chinese Medicine were selected.Their data of medical records were collected,including gender,age,body mass index(BMI),history of diabetes mellitus,history of hypertension,blood lipid indicators[total cholesterol(TC),triglycerides(TG),low-density lipoprotein cholesterol(LDL-C),high-density lipoprotein cholesterol(HDL-C),and arteriosclerosis index(AI)],the presence of fatty liver or not,and the foci,number,size,and pathological types of polyps.Moreover,TCM syndrome differentiation of patients in the polyp group was carried out,and then the clinical characteristics and TCM syndrome types of CP as well as their correlation with hyperlipidemia were statistically analyzed.Results(1)The age group of 41-60 years old accounted for a higher percentage in patients of the polyp group and non-polyp group,59.8%in the polyp group and 49.4%in the non-polyp group,and the comparison of ages between the two groups showed statistically significant difference(P<0.05).(2)The polyp foci of CP were mostly located in the left colon,accounting for 63.2%;single polyp was common,accounting for 69.0%;the size of polyps was usually 1-10 mm,accounting for 90.2%;the polyps were predominated by non-adenomatous polyps,accounting for 51.1%.(3)In the polyp group,spleen deficiency and dampness retention syndrome was the predominated syndrome type,accounting for 44.8%,and then followed by syndrome of damp-heat in large intestine,which accounted for 30.5%.(4)Comparison of the distribution of BMI and history of diabetes mellitus among various TCM syndrome types showed statistically significant differences(P<0.05),while no statistically significant differences were presented in the comparison of gender,age,history of hypertension,and history of fatty liver,as well as the polyp foci,number,size,and pathological types among patients with various TCM syndrome types(P>0.05).(5)The percentage of complication of hyperlipidemia in the polyp group was significantly higher than that in the non-polyp group,and the difference was statistically significant(P<0.01).The levels of TC,TG,LDL-C,and Al in the polyp group were significantly higher than those in the non-polyp group,the differences being statistically significant(P<0.05 or P<0.01).However,the difference of the HDL-C level between the two groups was not statistically significant(P>0.05).(6)Comparison of TC and LDL-C levels among the patients with different polyp foci and LDL-C level among the patients with various TCM syndrome types showed statistically significant differences(P<0.05 or P<0.01),while no statistically significant differences of blood lipid indicators were presented among the patients with various foci,number,sizes,and pathological types of the polyp and among the patients with various TCM syndrome types(P>0.05).Conclusion Age is a risk factor for CP.CP patients are usually differentiated as the syndrome of spleen deficiency and dampness retention and the syndrome of damp-heat in large intestine,and the distribution of TCM syndrome types exert a certain correlation with BMI and history of diabetes mellitus.Hyperlipidemia is also a risk factor for the onset of CP,and abnormal levels of TC,TG,LDL-C,and Al exert certain correlation with the occurrence of polyps.TC and LDL-C have a certain correlation with the polyp foci,and LDL-C may also be related to the distribution of TCM syndrome types.
9.Analysis of factors influencing the pain degree in patients with pancreatic cancer receiving CT-guided alcohol ablation of splanchnic nerves
Jin CHEN ; Yu ZHENG ; Minlu ZHOU ; Jian LIU ; Xiaomin LU ; Xiaoqing XU
Journal of Interventional Radiology 2025;34(7):730-735
Objective To analyze the efficacy of CT-guided alcohol ablation of splanchnic nerve block(SNB)in the treatment of pain in patients with pancreatic cancer,and to discuss the related factors influencing the effectiveness in treating pancreatic cancer pain.Methods The clinical data of patients with pancreatic cancer pain,who was unable to receive surgery and underwent CT-guided SNB at Hai'an People's Hospital from June 2018 to September 2023,were retrospectively analyzed.According to postoperative one-month VAS pain score and the used dosage of opioids,the improvement of pain was assessed.Logistic regression analysis was used to evaluate the demographic characteristics,tumor features,and pain-related factors so as to determine the predictive factors for effective analgesia after SNB,and the survival outcomes were compared between the patients with effective SNB analgesia and the patients with ineffective SNB analgesia.Results A total of 133 patients were included in this analysis.One week after SNB,74.4%of patients achieved effective pain relief,and one month after the procedure,54.9%of patients experienced effective pain relief.One month after treatment,multivariate logistic regression analysis showed that the diabetes(OR=0.637,95%CI=0.397-0.876,P=0.034),serum CA199(OR=1.531,95%CI=1.030-2.370,P=0.042),serum MMP-1(OR=0.703,95%CI=0.457-0.983,P=0.038),preoperative ECOG score(OR=2.693,95%CI=1.234-6.609,P=0.021),and preoperative daily morphine consumption(OR=2.797,95%CI=1.148-6.695,P=0.019)were the independent predictive factors for achieving a good analgesic efficacy after SNB.Patients with poor analgesic outcomes after SNB had a significantly lower median survival time when compared to patients with good analgesic outcomes(82 days vs 149 days,P<0.05).No serious SNB-related adverse events occurred.Conclusion For the treatment of refractory pancreatic cancer pain,CT-guided SNB is clinically safe and effective.The diabetes,ECOG score,serum MMP-1 level,CA199 level,and preoperative daily used dosage of opioids are the independent predictive factors for the efficacy of CT-guided SNB in treating pancreatic cancer pain.
10.Sivelestat sodium alleviates paraquat-induced pulmonary fibrosis by inhibiting the Nlrp3-inflammasome pathway
Qiuyan CAI ; Zhanqing ZHAO ; Jing LIU ; Xiaomin ZHOU ; Tingting XIA
Chinese Journal of Emergency Medicine 2025;34(9):1216-1221
Objective:To investigate whether sivelestat sodium (SV) mitigates paraquat (PQ)-induced acute lung injury (ALI)/acute respiratory distress syndrome (ARDS)-associated pulmonary fibrosis in mice by suppressing the NLRP3 inflammasome signaling pathway.Methods:Male C57BL/6J mice were randomly divided into four groups ( n=8 per group): Control group, PQ group, PQ+SV group, and SV group. The PQ and PQ+SV groups received an intraperitoneal injection of PQ solution (20 mg/kg) to establish a PQ poisoning model, while the Control and SV groups received an equivalent volume of saline. One hour later, the PQ+SV and SV groups were administered SV solution (100 mg/kg) intraperitoneally, whereas the Control and PQ groups received saline. After 48 hours, the mice were euthanized, and lung tissues were collected. Pathological changes were assessed via hematoxylin-eosin (HE) and Masson staining, followed by Smith and Ashcroft scoring. Immunohistochemistry was performed to evaluate the expression of NLRP3 inflammasome, caspase-1, α-smooth muscle actin (α-SMA), and collagen I. Western blotting was used to measure NLRP3 protein levels. Intergroup comparisons were conducted using one-way ANOVA with LSD post-hoc correction. Results:The Control and SV groups exhibited normal lung morphology, whereas the PQ+SV group showed reduced hemorrhage, congestion, and edema compared to the PQ group. Both PQ and PQ+SV groups exhibited significant weight loss post-intervention compared to the Control group (both P<0.001). HE and Masson staining revealed thickened alveolar septa, congestive and edematous alveolar walls, extensive inflammatory cell infiltration, and collagen deposition in the PQ group. In contrast, the PQ+SV group demonstrated alleviated alveolar wall congestion, reduced inflammatory infiltration, and decreased collagen deposition, with significantly lower Smith and Ashcroft scores [(5.92±1.34) vs. (10.88±1.88), P<0.001; (3.42±1.35) vs. (5.75±0.79), P<0.001]. Immunohistochemistry indicated reduced expression percentages of NLRP3 and caspase-1 in the PQ+SV group compared to the PQ group [(12.79%±0.43%) vs. (16.59%±0.40%), P<0.001; (17.71%±0.92%) vs. (19.84%±0.71%), P<0.001]. Similarly, α-SMA and collagen I expression in lung interstitium was significantly lower in the PQ+SV group [(11.79%±0.58%) vs. (16.14%±0.74%), P<0.001; (16.43%±0.56%) vs. (18.86%±0.60%), P<0.001]. Western blotting confirmed decreased NLRP3 protein expression in the PQ+SV group [(0.54±0.12) vs. (0.81±0.24), P<0.05]. Conclusions:SV attenuates PQ-induced ALI/ARDS-associated pulmonary fibrosis progression by inhibiting the NLRP3 inflammasome, suggesting that NLRP3 may be a key therapeutic target for early intervention in PQ-induced pulmonary fibrosis.

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