Bibliographic record
Abstract
This issue of Advances is about looking forward, but I'd like to start by looking backward for some perspective. About 10 years ago, a small company called Actelion launched the first effective oral therapy for pulmonary arterial hypertension, bosentan, while another startup, United Therapeutics, launched subcutaneous treprostinil. Rather suddenly, our patients had 2 options other than intravenous epoprostenol, and a broader number of cardiology and pulmonary physicians became interested in recognizing, evaluating, and treating patients with pulmonary hypertension. Since that time, an enormous investment from industry partners and governmental authorities around the world has resulted in significant rewards. In the US, there now are 3 different parenteral therapies, 2 inhaled therapies, and 4 oral therapies. We are making meaningful clinical use of plasma brain natriuretic peptide levels and more sophisticated measurements of right ventricular function to risk stratify our patients. We continue to explore the benefits of combination therapy, and we are documenting patient outcomes in large scale registries more completely than ever before. Our collective work as an investigative community and the dedication of our patients to better their own lives has changed this disease in radical, measurable ways. The amazing volunteers and employees of the Pulmonary Hypertension Association have been central to this success.Today, as I write this introduction, the US Food and Drug Administration is evaluating the New Drug Applications for imatinib and oral treprostinil; they will likely be receiving the dossiers on macitentan and riociguat before the end of the year. The US National Institutes of Health will soon award 6 large grants to do patient-oriented research on right ventricular function, and industry-sponsored clinical development programs are recruiting new investigative sites and patients worldwide at a quick pace. It remains a very exciting time to be a clinician caring for these patients and a scientist working toward a better understanding of the disease state.For this issue, the editorial board decided to focus on the advances in basic science that will likely change the way we care for patients in the next decade. We considered a large number of potential topics and selected the 3 that we thought would be most interesting to our readers. I reviewed the literature about in situ thrombosis, platelet activation, and warfarin use for our patients. I explored the vascular biology related to thrombin signaling and briefly summarized the novel anti-coagulants that we might consider as alternatives to warfarin (preferably in the context of a large, randomized trial). The investigative team from Vanderbilt reviewed the fascinating history that led to the identification of bone morphogenetic protein receptor 2 (BMPR-2) mutations in families with pulmonary hypertension. Then they provided an update (including unpublished data) of their work to better understand the strikingly low 20% penetrance of these mutations and a beautiful summary of the potential therapies we might ultimately test to improve pulmonary vascular signaling in all of our patients, even those without BMPR-2 mutations. Duncan Stewart's team from Ottawa offered a comprehensive state-of-the-art paper on the promise of endothelial and mesenchymal progenitor cells, especially those genetically engineered to optimize endothelial function. Our regular columns complement the full-length articles by providing practical guidance on the use of warfarin for pulmonary hypertension and exploring the utility of cardiac magnetic resonance imaging to evaluate the right ventricle. The roundtable digs into the recently presented imatinib data from the IMPRES trial.On the cover, the artist illustrates the endothelial, medial, and adventitial changes that ultimately disconnect the microcirculation of our patients from the right heart. The insets are micro CT scans from rats in my laboratory and provide yet another example of how the rapid technological advances at the bench are giving us new ways to measure and study the diseased pulmonary circulation. Images like this for our patients are probably less than 10 years away. From bench to bedside and back to the bench, we collectively strive to reconnect the microcirculation and appropriately couple the right ventricle to the pulmonary artery, especially for our sickest patients. Clearly, new understanding has led to—and will continue to generate—better treatment approaches. I hope that you enjoy learning from this issue as much as I have enjoyed putting it together.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".