Distinct Platelet Ribonucleic Acid Signatures in Patients with Pulmonary Hypertension.

Rationale: Pulmonary hypertension encompasses progressive disorders leading to right ventricular dysfunction and early death. Late detection is an important cause of poor clinical outcomes. However, biomarkers that accurately predict the presence of pulmonary hypertension are currently lacking. Obje...

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Publicado en:Annals of the American Thoracic Society Vol. 19; no. 10; pp. 1650 - 1661
Autores principales: Smits, A. Josien, Arkani, Mohammad, In 't Veld, Sjors G. J. G., Huis in 't Veld, Anna E., Sol, Nik, Groeneveldt, Joanne A., Botros, Liza, Braams, Natalia J., Jansen, Samara M. A., Ramaker, Jip, Zwaan, Kenn, Post, Edward, Nossent, Esther J., Boonstra, Anco, de Man, Frances S., Noordegraaf, Anton Vonk, Gomez-Arroyo, Jose, Best, Myron G., Wurdinger, Tom, Bogaard, Harm Jan
Formato: research tables/charts Journal Article
Publicado: Oxford University Press / USA Oct2022
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Oct2022
      vid: 19
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      pub: Oxford University Press / USA
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        10.1513/AnnalsATS.202201-085OC
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        atl: Distinct Platelet Ribonucleic Acid Signatures in Patients with Pulmonary Hypertension.
      aug:
        au:
          Smits, A. Josien
          Arkani, Mohammad
          In 't Veld, Sjors G. J. G.
          Huis in 't Veld, Anna E.
          Sol, Nik
          Groeneveldt, Joanne A.
          Botros, Liza
          Braams, Natalia J.
          Jansen, Samara M. A.
          Ramaker, Jip
          Zwaan, Kenn
          Post, Edward
          Nossent, Esther J.
          Boonstra, Anco
          de Man, Frances S.
          Noordegraaf, Anton Vonk
          Gomez-Arroyo, Jose
          Best, Myron G.
          Wurdinger, Tom
          Bogaard, Harm Jan
        affil: Department of PulmonaryMedicine, Amsterdam Cardiovascular Sciences, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
      sug:
        subj:
          Blood Platelets
          Hypertension, Pulmonary
          Hypertension, Pulmonary Diagnosis
          RNA
          Anticoagulants
          Human
      ab: Rationale: Pulmonary hypertension encompasses progressive disorders leading to right ventricular dysfunction and early death. Late detection is an important cause of poor clinical outcomes. However, biomarkers that accurately predict the presence of pulmonary hypertension are currently lacking. Objectives: In this study, we provide evidence that blood platelets contain a distinctive ribonucleic acid (RNA) profile that may be exploited for the detection of pulmonary hypertension. Methods: Blood platelet RNA was isolated prospectively from 177 prevalent patients with different subtypes of pulmonary hypertension as well as 195 control subjects clinically not suspected of pulmonary hypertension. Sequencing libraries were created using SMARTer (Switching Mechanism at 5' end of RNA Template) copy desoxyribonucleic acid amplification and sequenced on the Illumina High Throughput Sequencing platform. RNA-sequencing reads were mapped to the human reference genome, and intron-spanning spliced RNA reads were selected. Differential spliced RNA panels were calculated by analysis of variance statistics. A particle swarm optimization-enhanced classification algorithm was built employing a development (n = 213 samples) and independent validation series (n = 159 samples). Results: We detected a total of 4,014 different RNAs in blood platelets from patients with pulmonary hypertension (n = 177) and asymptomatic control subjects (n = 195). Gene ontology analysis revealed enhanced RNA concentrations for genes related to RNA processing, translation, and mitochondrial function. A particle swarm optimization-selected RNA panel of 408 distinctive differentially spliced RNAs mediated detection of pulmonary hypertension with 93% sensitivity, 62% specificity, 77% accuracy, 0.89 (95% confidence interval, 0.83-0.93) area under the curve, and a negative predictive value of 91% in the independent validation series. The prediction score was independent of age, sex, smoking, pulmonary hypertension subtype, and the use of pulmonary hypertension-specific medication or anticoagulants. Conclusions: A platelet RNA panel may accurately discriminate patients with pulmonary hypertension from asymptomatic control subjects. In the light of current diagnostic delays, this study is the starting point for further development and evaluation of a platelet RNA-based blood test to ultimately improve early diagnosis and clinical outcomes in patients with pulmonary hypertension.
      pubtype: Academic Journal
      doctype:
        research
        tables/charts
        Journal Article
      ougenre: Article
    language: English
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