CTRP7 as a Molecular Biomarker for Predicting Responsiveness to Pulmonary Vasodilators: Insights from Human and Animal Studies in Pulmonary Arterial Hypertension
Notice bibliographique
Résumé
Abstract Background Pulmonary arterial hypertension (PAH) is a life-threatening condition. Although pulmonary vasodilators have shown promise in managing PAH, the overall prognosis improvement is modest, partly because of the absence of a biomarker for guiding their selection. This study aimed to identify the molecular-based predictors of responsiveness to pulmonary vasodilators by combining human and basic studies. Methods and Results RNA sequencing was conducted on cultured pulmonary artery smooth muscle cells (PASMCs) from patients with and without PAH, identifying variations in 2,076 genes. The candidates were narrowed down to established clinical biomarkers, and their plasma levels were assessed in PAH (n = 123) and non-PAH patients (n = 25). C1q/TNF-related protein 7 (CTRP7) exhibited elevated expression in PASMCs (5.37 Log2 fold change, p < 0.01), and the plasma of patients with PAH compared to non-PAH (28.2 (9.3– 101.2) vs. 9.32 (4.6–18.6) ng/ml, p < 0.01). A plasma assessment revealed a significant correlation between CTRP7 and interleukin 6 (IL-6) levels (r = 0.544, p < 0.001). Chromatin immunoprecipitation demonstrated that IL-6 upregulated CTRP7 expression in PASMCs. Among pivotal factors, CTRP7 reduced prostacyclin analog receptor (PTGIR) expression through Rab5a-mediated internalization, resulting in diminished responsiveness to selexipag (a prostacyclin analog). Incorporating the human study, hypoxic PH mice demonstrated reduced PTGIR expression in the pulmonary arteries, which correlated with limited responses to selexipag treatment (low cardiac output and persistent pulmonary artery resistance), which was mitigated by silencing CTRP7 expression in the pulmonary arteries using adeno-associated virus 6. Conclusions Among the candidates with increased expression in patients with PAH based on RNA sequencing of PASMCs, CTRP7 demonstrated elevated plasma levels compared to non-PAH. CTRP7 regulated PTGIR internalization via inflammation and Rab5a, influencing responsiveness to selexipag. CTRP7 emerged as a compelling biomarker for predicting responsiveness to prostacyclin analogs, potentially advancing the development of innovative PAH treatment strategies. Novel and Significance What Is Known? Pulmonary arterial hypertension (PAH) is a life-threatening vascular disease with limited treatment options. Although pulmonary vasodilators have shown promise in managing PAH, the overall improvement in prognosis is modest. Further research is needed to understand the molecular features of pulmonary vasodilators and identify biomarkers for appropriate selection. What New Information Does This Article Contribute? C1q/TNF-related protein 7 (CTRP7) was found to be elevated in the pulmonary artery smooth muscle cells (PASMCs) and plasma of patients with pulmonary arterial hypertension (PAH). This study established a connection between inflammation and pulmonary vascular responsiveness via CTRP7-mediated internalization and degradation of the prostacyclin analog receptor. This study indicated the possibility of using plasma CTRP levels as a clinical biomarker to monitor pulmonary responsiveness, which can contribute to the development of novel treatment strategies for patients with PAH. Pulmonary arterial hypertension (PAH) is a life-threatening and enigmatic lung vascular disorder characterized by progressive pulmonary vascular remodeling and vasoconstriction. Despite significant advancements in the treatment of PAH using pulmonary vasodilators, some individuals display limited responses, primarily due to a lack of understanding of the molecular features of each pulmonary vasodilator and the absence of a biomarker for appropriate selection. The present study aimed to identify promising biomarkers for predicting a patient’s responsiveness to pulmonary vasodilators through a two-step approach, involving RNA sequencing of PASMCs and the measurement of plasma levels. CTRP7 emerged as a prominent biomarker, displaying increased expression in both PASMCs and plasma obtained from patients with PAH. Mechanistically, IL-6 transcriptionally modulated CTPR7, leading to the internalization and degradation of PTGIR, resulting in a reduced response to selexipag (prostacyclin analog) in PASMCs. Integrating the human studies, a hypoxic mouse model exhibited lower PTGIR expression in pulmonary arteries, correlating with limited responses to selexipag treatment, which were ameliorated by silencing CTRP7 expression in pulmonary arteries using adeno-associated virus 6 transduction. This study collectively demonstrates that CTRP7 emerges as a compelling biomarker for predicting responsiveness to prostacyclin analogs, with the potential to advance the development of innovative PAH treatment strategies.
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Comment cette classification a été obtenuedéplier
Prédiction machine sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Le volet Gemma est une étiquette directe du modèle pour chaque travail de la base, lue sur la notice réduite au titre. Le volet Codex est un classifieur appris des 10 348 étiquettes directes de Codex et calibré sur les taux pondérés de l'échantillon; les champs sans appui suffisant ne portent aucun appel Codex. Le mode candidate est l'union des deux volets; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont pas des étiquettes humaines.
Scores du classifieur distillé par catégorie (deux têtes)
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,002 | 0,001 |
| Méta-épidémiologie (sens strict) | 0,001 | 0,000 |
| Méta-épidémiologie (sens large) | 0,001 | 0,000 |
| Bibliométrie | 0,001 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,001 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,001 | 0,001 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,001 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule source (Gemma direct ou Codex distillé), pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».