AI Article Synopsis

  • The Capnostream-20p monitor, which tracks multiple respiratory variables, aims to enhance early detection of respiratory compromise post-surgery through a unit-less value called the integrated pulmonary index (IPI).
  • Over a study involving 358 patients, a total of 802 respiratory events were recorded, with the monitor successfully predicting 75.6% of these events early, falling short of the target detection rate of 80%.
  • While the early detection rate was lower than expected, the overall prediction success, including late detections, was 81.4%, indicating the monitor's utility in monitoring respiratory events.

Article Abstract

Background: In the early postoperative period, respiratory compromise is a significant problem. Standard-of-care monitoring includes respiratory rate (RR) and pulse oximetry, which are helpful; however, low SpO is often a late sign during decompensation. The FDA-approved Capnostream-20p monitor records four variables (SpO, RR, End-tidal CO, heart rate), which are combined by fuzzy logic into a single, unit-less value (range 1-10) called the integrated pulmonary index (IPI). No published studies have assessed the performance of a low IPI to predict impending respiratory events.

Methods: In this investigator-initiated study, adult patients undergoing general anesthesia were monitored with the Capnostream-20p monitor for up to 2 h during their recovery room stay. The study coordinator, who along with clinicians, was blinded to IPI values, recorded the time of any respiratory event, defined a priori as any one of eight respiratory-related interventions/conditions. The primary sensitivity endpoint (early detection success) was defined as at least 80% of events predicted by at least 2 consecutive low IPI (≤ 7) values within 2-15 min before an event occurred. Late detection was defined as low IPI values occurring with 2 min prior to or 2 min after the event occurred.

Discussion: Of 358 patients, ≥ 1 respiratory event occurred in 183 (51.1%) patients. Of 802 total events, 606 were detected early (within 2-15 min prior to the event), and 653 were detected either early or late. Therefore, the sensitivity for early detection was 75.6% (95% confidence interval [CI]: 72.6-78.5%), which differed significantly from the 80% sensitivity goal by 4.4% (p = 0.0016). Sensitivity for total success (early or late) was 81.4% (95% CI: 78.7-84.1%), which was significantly different from the 90% on time sensitivity goal by 8.6% (p < 0.0001).

Conclusions: A low IPI was 75.6% sensitive for early detection (within 2-15 min) prior to respiratory events but did not achieve our preset threshold of 80% for success.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10351196PMC
http://dx.doi.org/10.1186/s13741-023-00322-2DOI Listing

Publication Analysis

Top Keywords

low ipi
12
integrated pulmonary
8
predict impending
8
impending respiratory
8
early postoperative
8
postoperative period
8
capnostream-20p monitor
8
ipi values
8
respiratory event
8
early detection
8

Similar Publications

Background: Since the implementation of China's comprehensive two-child policy, the prevalence of long interpregnancy intervals (IPI) and advanced maternal age has increased. However, previous studies in China have mostly focused on the relationship between short IPIs and adverse perinatal outcomes, while neglecting maternal age as a potential confounder.

Methods: We conducted a retrospective cohort study of 23,899 pregnant women who delivered between January 1, 2017 and December 31, 2019 at Chengdu Women's and Children's Central Hospital and West China Second Hospital of Sichuan University.

View Article and Find Full Text PDF

Intestinal parasitic infections (IPIs), caused by helminths and/or protozoa, continue to be a significant public health concern in Indonesia. Water access, sanitation, and hygiene practices (WASH) are influential factors for IPIs, especially among children. The aim of this study was to investigate the association between WASH and IPIs among school-aged children.

View Article and Find Full Text PDF

Semantic segmentation of high-resolution images from remote sensing is crucial across various sectors. However, due to limitations in computational resources and the complexity of network architectures, many sophisticated semantic segmentation models struggle with efficiency in real-world applications, leading to an interest in developing lightweight model like borders. These models often employ a dual-branch structure, which balances processing speed and performance effectively.

View Article and Find Full Text PDF

A 70-year-old man was referred to our hospital for an abnormal chest X-ray shadow. A chest CT scan showed a mass shadow with a cavitary lesion in segment 6 of the right lung. One year after radical resection(resection of the lower lobe of the right lung; pT2aN0M0, pStage ⅠB), the patient exhibited enlarged mediastinal lymph nodes and liver metastases, and postoperative recurrence was determined.

View Article and Find Full Text PDF

Purpose: Nivolumab plus ipilimumab (NIVO + IPI) is a first-in-class combination immunotherapy for the treatment of intermediate- or poor (I/P)-risk advanced or metastatic renal cell carcinoma (mRCC). Currently, there are limited real-world data regarding clinical effectiveness beyond 12-24 months from treatment initiation. In this real-world study, treatment patterns and clinical outcomes were evaluated for NIVO + IPI in a community oncology setting.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!