Patient selection
The study was conducted at the Department of Pediatric Cardiology, Oslo University Hospital (OUS), Oslo, Norway, in collaboration with the ultrasound group at the Department of Circulation and Medical Imaging, The Norwegian University of Science and Technology (NTNU), Trondheim, Norway. The study was approved by the Regional Committee for Medical and Health Research Ethics, REC Central (Reference 2017/314), the Norwegian directorate of Health and The Norwegian Medicines Agency (Reference 19/05458). Written informed consent was obtained from the parents of the participants.
Patients were recruited at OUS from October 2019 to April 2021 (with a recruitment pause in 2020 due to the global pandemic). Neonates and infants under one year of age who were scheduled for cardiac surgery with CPB were eligible for inclusion. We received consent from the parents of 16 children.
Patients who underwent cardiac surgery were monitored with NeoDoppler. Cerebral Doppler monitoring was initiated after intubation and continued until the end of the surgery, before transfer to the thoracic intensive care unit. A customized soft hat with a probe attachment mechanism was used to attach the probe over the anterior fontanelle, as described previously.18 The first author was present during the entire surgery in all patients and periodically checked the Doppler signal in order to ensure that the signal was adequate. The cerebral Doppler monitor display was otherwise blinded for the clinical personnel. Doppler data were recorded in intervals with 15-30min recordings with up to one-minute pauses to allow for data storage and to adhere to the ALARA principle (as low as reasonably achievable). The perioperative care was provided according to the institutional standards, the anesthesiologists and surgeons discretion.
NeoDoppler is a non-invasive ultrasound Doppler system developed by the ultrasound group at NTNU, Trondheim, Norway. The prototype system used in this study consists of a scanner (Manus EIM-A, Aurotech Ultrsaound AS, Tydal, Norway), a small ultrasound probe (Imasonic SAS, France), operating at 7.8MHz with plane wave transmissions covering a cylindrical shape with a diameter of 10mm and depth down to 38mm (Supplementary Table1).16 The system is connected to a PC with an in-house MATLAB (The MathWorks, Natick, MA) application and displays real-time high-frame-rate color M-mode Doppler and Doppler spectrogram simultaneously (Supplementary Video1). Analog invasive blood pressure was sampled from the monitoring equipment (Nihon Kohden, Tokyo, Japan) synchronized, calibrated and stored with the Doppler data. NIRS data, rScO2, was sampled from INVOS 5100c and the neonatal OxyAlert NIRSensor (Medtronic, MA) in approximately seven seconds intervals. Additional data (SpO2, FiO2, EtCO2, temperature, blood gasses, medications, CPB data) from the electronic patient chart (Metavision, iMDsoft, Tel Aviv, Israel) were retrospectively collected in one-minute intervals. In addition, the first author manually registered events in a time stamped document during the surgery.
The inhouse MATLAB application was used for post processing and detailed analysis of the Doppler recordings. It allows for adjustment of sample volume size and depth, gain, vertical scale, horizontal sweep through a menu system. Automatic Doppler tracings with calculation of peak systolic velocity, end diastolic velocity, time averaged maximum velocity (TAV) and resistive index (RI = (Peak systolic velocityend diastolic velocity)/peak systolic velocity) are generated based on the tracings. The Doppler signal was optimized in post processing. The sample volume was set to five mm, the depth selected for the Doppler tracings was kept constant through the entire surgical procedure for all individual patients and the gain was adjusted to allow for optimal Doppler tracing. A trend window was then generated to allow examination for the entire surgical period. The trend window displayed CBFV tracings and indices, invasive blood pressure, SpO2, FiO2, NIRS, body temperature, EtCO2, end tidal sevoflurane, end tidal isoflurane and heart rate. Blood gasses with partial pressure of carbon dioxide and hematocrit were also collected.
A quality metric (0100%) was calculated for each heartbeat, based on the correlation between consecutive heartbeats. Only quality >80% was considered as valid/high quality data. During CPB, valid data was instead defined as signal to noise ratio > six dB, since waveform correlation cannot be measured accurately during continuous non pulsatile flow. Valid fraction was defined as the time with valid data in percent of the total recording time.
Manual visual inspection and evaluation of all Doppler recordings was performed by the first author. Artifacts and signal interference were evaluated visually. Trend windows displaying the full monitoring period, as shown in the result section (Fig.2), were generated for all patients, and were visually evaluated by the first and last author. The monitoring data was divided in six time periods (Figs.1, 2).
The figure illustrates the research setup with the NeoDoppler probe monitoring cerebral blood flow velocities through the open fontanelle during cardiac surgery with cardiopulmonary bypass. Near-infrared spectroscopy, electrocardiogram, pulse oximetry and invasive blood pressure are also monitored. The six surgical periods were defined as S1: a baseline period before start of surgery; S2: start of surgery before cardiopulmonary bypass (CPB); S3: from start of CPB, during cooling; S4: during CPB at minimal temperature; S5: during CPB while rewarming; S6: after CPB before transfer to thoracic intensive care. CPB cardiopulmonary bypass, ET CO2 end-tidal carbon dioxide, rSO2 regional oxygen saturation, SpO2 pulse oximetry oxygen saturation.
An entire surgical period for one patient with cerebral blood flow velocity (CBFV) time averaged velocity, blood pressure (BP) mean arterial pressure, mean flow index (Mxa) with a cut off above 0.3, resistive index (RI), near-infrared spectroscopy (NIRS), oxygen saturation (SpO2) and temperature measurements illustrated. RI cannot be calculated during CPB due to the non-pulsatile flow. S1 to S6 illustrates the different periods of surgery; S1: a baseline period before start of surgery; S2: start of surgery before cardiopulmonary bypass (CPB); S3: from start of CPB, during cooling; S4: during CPB at minimal temperature; S5: during CPB while rewarming; S6: after CPB before transfer to thoracic intensive care. At the bottom of the figure, Doppler spectrograms show pre-CPB, CPB, and post-CPB flow patterns. BP blood pressure, CBFV cerebral blood flow velocity, CPB cardiopulmonary bypass, MAP mean arterial pressure, Mxa mean flow index, NIRS near-infrared spectroscopy, RI resistive index, SpO2 pulse oximetry oxygen saturation, TAV time averaged velocity, Temp temperature.
The mean flow index (Mxa) was used to evaluate dynamic autoregulation. Mxa was calculated with a custom-made Matlab script as the moving Pearson correlation coefficient between the BP and CBFV with 10s averages calculated over 300s for all patients, then plots were created (Fig.3). Periods with selective cerebral circulation or deep hypothermic circulatory arrest were excluded from these analyses. Mxa ranges from minus one to one, where higher values indicate impaired autoregulation. The exact threshold of Mxa to indicate impaired autoregulation varies in studies with 0.3 most used but higher values are also reported.19,20 We therefore calculated percentage of time with Mxa >0.3 and >0.45 for the entire surgical course for all patients.
The figure illustrates the mean flow index (Mxa) for the patients with the lowest and highest percentage of time with Mxa >0.3/0.45. Panel a shows a 2.8-month-old patient with complete atrioventricular defect who had 56.9%/45.0% of the time with Mxa >0.3/0.45. Panel b shows a 3.8-month-old patient with ventricular septal defect who had 84.5%/79% of the time with Mxa >0.3/0.45. A selected period (marked with a square) of CBFV and corresponding BP measurements with high Mxa is displayed. BP blood pressure, CBFV cerebral blood flow velocity, Mxa mean flow index.
Percentage of time with NIRS<63% was calculated to describe time with cerebral hypoxia and percentage of time with mean arterial BP<-2SD for age to describe time with hypotension.21,22
Common trends in the whole patient group were analyzed. The data for each patient were grouped in six different surgical periods (Fig.1).
Major cerebrovascular events were described based on visual impressions of the trend curves and Doppler tracings.
Statistical analysis was performed using IBM SPSS Statistics for Windows version 28 (IBM, Armonk, NY). Categorical variables are presented as count (percent). Continuous variables are presented as meanstandard deviation for normally distributed data. The normality assumption was assessed by visual inspection of Q-Q plots. Statistical differences between surgical periods compared to baseline were tested with paired Students t test; a p value<0.05 was considered statistically significant.
The safety of this cerebral Doppler monitoring system has previously been elaborated.16,17 The temperature increase is highest at the skin surface; due to the unfocused beam, the temperature diminishes with increasing depth. Thermal and mechanical indices were continuously displayed on the display unit. The skin where the probe was attached was inspected after removal to assess for local adverse effects.
Read more:
Cerebral blood flow dynamics during cardiac surgery in infants | Pediatric Research - Nature.com
- Pediatric Cardiology - Pediatrics - University of Rochester Medical Center [Last Updated On: April 10th, 2018] [Originally Added On: April 10th, 2018]
- Division of Pediatric Cardiology UT Southwestern, Dallas ... [Last Updated On: May 7th, 2018] [Originally Added On: May 7th, 2018]
- Pediatric and Congenital Cardiology - Massachusetts ... [Last Updated On: May 14th, 2018] [Originally Added On: May 14th, 2018]
- Pediatric Cardiology Services | Miami | South Florida [Last Updated On: June 11th, 2018] [Originally Added On: June 11th, 2018]
- RWJMG | Division of Pediatric Cardiology [Last Updated On: July 2nd, 2018] [Originally Added On: July 2nd, 2018]
- Locations and Directions | Pediatric Cardiology Consultants [Last Updated On: July 5th, 2018] [Originally Added On: July 5th, 2018]
- Heart Center | MUSC Children's Health | Charleston, SC [Last Updated On: July 15th, 2018] [Originally Added On: July 15th, 2018]
- Pediatric Cardiologist: Job Description & Career Requirements [Last Updated On: July 30th, 2018] [Originally Added On: July 30th, 2018]
- Pediatric Cardiology Associates | MEDNAX [Last Updated On: August 6th, 2018] [Originally Added On: August 6th, 2018]
- Cardiology - Wikipedia [Last Updated On: October 15th, 2018] [Originally Added On: October 15th, 2018]
- UnityPoint Clinic Pediatric Cardiolgy [Last Updated On: November 5th, 2018] [Originally Added On: November 5th, 2018]
- Pediatric Cardiology - Pediatrics - University of ... [Last Updated On: November 7th, 2018] [Originally Added On: November 7th, 2018]
- Pediatric Cardiology | Weill Cornell Medicine [Last Updated On: November 7th, 2018] [Originally Added On: November 7th, 2018]
- Cardiology | Department of Pediatrics | Columbia ... [Last Updated On: November 7th, 2018] [Originally Added On: November 7th, 2018]
- Pediatric Cardiology - UofL Physicians [Last Updated On: November 18th, 2018] [Originally Added On: November 18th, 2018]
- PCA - Pediatric Cardiology Associates [Last Updated On: November 30th, 2018] [Originally Added On: November 30th, 2018]
- Capital District Pediatric Cardiology Associates [Last Updated On: December 9th, 2018] [Originally Added On: December 9th, 2018]
- Pediatric Cardiology and Cardiothoracic Surgery (Heart Center) [Last Updated On: December 23rd, 2018] [Originally Added On: December 23rd, 2018]
- Pediatric Cardiology | Child Cardiology in Louisville ... [Last Updated On: December 25th, 2018] [Originally Added On: December 25th, 2018]
- Pediatric Cardiology - GHS Childrens [Last Updated On: January 28th, 2019] [Originally Added On: January 28th, 2019]
- Pediatric Cardiology in New Jersey | Pediatric Heart ... [Last Updated On: February 26th, 2019] [Originally Added On: February 26th, 2019]
- Overview - Pediatric Cardiology - Mayo Clinic [Last Updated On: March 10th, 2019] [Originally Added On: March 10th, 2019]
- Pediatric Cardiology | MUSC | Charleston, SC [Last Updated On: March 13th, 2019] [Originally Added On: March 13th, 2019]
- Pediatric Cardiology Fellowship | Pediatrics at Vanderbilt [Last Updated On: March 14th, 2019] [Originally Added On: March 14th, 2019]
- Pediatric Cardiology Conferences 2020 | Pediatric Congress ... [Last Updated On: March 27th, 2019] [Originally Added On: March 27th, 2019]
- Pediatric Cardiology - childrensaterlanger.org [Last Updated On: April 4th, 2019] [Originally Added On: April 4th, 2019]
- Cardiology | Department of Pediatrics [Last Updated On: April 4th, 2019] [Originally Added On: April 4th, 2019]
- Pediatric Cardiology - All Volumes & Issues - Springer [Last Updated On: April 4th, 2019] [Originally Added On: April 4th, 2019]
- Pediatric Cardiology NJ | Pediatric Cardiology New Jersey [Last Updated On: April 27th, 2019] [Originally Added On: April 27th, 2019]
- Pediatric Cardiology Certification | The American Board of ... [Last Updated On: May 12th, 2019] [Originally Added On: May 12th, 2019]
- Pediatric Cardiology Center of Oregon [Last Updated On: May 12th, 2019] [Originally Added On: May 12th, 2019]
- Confirm Rx ICM allies with SharpSense technology and syncs to a smartphone for a superior performance - Cardiac Rhythm News [Last Updated On: September 30th, 2019] [Originally Added On: September 30th, 2019]
- LI 'garbage man' does 'heart surgery on the side' - Newsday [Last Updated On: September 30th, 2019] [Originally Added On: September 30th, 2019]
- Five Atlantic Health System Team Members Lauded by NJAHA - Patch.com [Last Updated On: September 30th, 2019] [Originally Added On: September 30th, 2019]
- Doctors of Distinction: Saluting Westchester's top physicians - Westfair Online [Last Updated On: September 30th, 2019] [Originally Added On: September 30th, 2019]
- Biology at the Speed of Life - Technology Networks [Last Updated On: September 30th, 2019] [Originally Added On: September 30th, 2019]
- New Study Discovers the Three-Dimensional Structure of the Genome Replication Machine - Newswise [Last Updated On: October 6th, 2019] [Originally Added On: October 6th, 2019]
- Universal Pediatric Interventional Cardiology Devices Market Forecast 2019 Catheters, Guidewires, Balloons, Balloon inflation devices, Stents - The... [Last Updated On: October 6th, 2019] [Originally Added On: October 6th, 2019]
- Pediatric Interventional Cardiology Devices Market Growing Demand and Supply 2019 to 2025 - Weekly Spy [Last Updated On: October 6th, 2019] [Originally Added On: October 6th, 2019]
- On The Move - Times Union [Last Updated On: October 6th, 2019] [Originally Added On: October 6th, 2019]
- Pediatric Medical Devices Market Opportunity will Rise to US$ 41000 Mn by 2026 - Space Market Research [Last Updated On: October 7th, 2019] [Originally Added On: October 7th, 2019]
- Pediatric Interventional Cardiology Market: Industry Development Scenario and Forecast to 2025 - Space Market Research [Last Updated On: October 7th, 2019] [Originally Added On: October 7th, 2019]
- Global Pediatric Interventional Cardiology Market - Segmented By Type, Application, Technology and Geography - Growth, Trends & Forecast (2019 -... [Last Updated On: October 11th, 2019] [Originally Added On: October 11th, 2019]
- Want To Know What Equipment Your Pediatricians Use? Here It Is - Healthcare Tech Outlook [Last Updated On: October 11th, 2019] [Originally Added On: October 11th, 2019]
- Israeli organisation to set up cardiology centre in Rwanda - The New Times [Last Updated On: October 11th, 2019] [Originally Added On: October 11th, 2019]
- Global Pediatric Interventional Cardiology Market Industry Analysis and Forecast (2018-2026) - Weekly Spy [Last Updated On: October 11th, 2019] [Originally Added On: October 11th, 2019]
- Media Fall Prey to Researcher Warnings on Men's Drinking Before Conception - NewsBusters [Last Updated On: October 11th, 2019] [Originally Added On: October 11th, 2019]
- Cleveland Clinics annual Medical Innovation Summit to focus on caring for every life - cleveland.com [Last Updated On: October 18th, 2019] [Originally Added On: October 18th, 2019]
- Children's hospital to open 4-story addition in November - Newsday [Last Updated On: October 18th, 2019] [Originally Added On: October 18th, 2019]
- Parent Project Muscular Dystrophy Announces Arkansas Children's Hospital as Their 28th Certified Duchenne Care Center - P&T Community [Last Updated On: October 18th, 2019] [Originally Added On: October 18th, 2019]
- Top heart surgeon returns to All Childrens, 3 years after being pushed out - Tampa Bay Times [Last Updated On: October 18th, 2019] [Originally Added On: October 18th, 2019]
- Innovative research on Pediatrics Healthcare Market Outlook to 2019 -2026 Top Companies including GlaxoSmithKline, AstraZeneca, Pfizer, Merck,... [Last Updated On: November 1st, 2019] [Originally Added On: November 1st, 2019]
- MEDNAX Expands Presence in Florida through Affiliation with Leading Pediatric Plastic Surgery Practice - Business Wire [Last Updated On: November 1st, 2019] [Originally Added On: November 1st, 2019]
- Apple hires another prominent cardiologist as it makes heart health a big area of focus - CNBC [Last Updated On: November 1st, 2019] [Originally Added On: November 1st, 2019]
- Ovid Therapeutics Announces Senior Management Promotions in Preparation for Multiple Data Readouts Expected in 2020 - GlobeNewswire [Last Updated On: November 1st, 2019] [Originally Added On: November 1st, 2019]
- First Large-Scale Registry to Evaluate Real-World Lipid Management and Effectiveness of PCSK9 Inhibitors Announced - Cath Lab Digest [Last Updated On: November 15th, 2019] [Originally Added On: November 15th, 2019]
- Ramesh Hospitals Vijayawada sets Guinness World Record for the largest gathering of cardiac surgery patients at one place - Yahoo India News [Last Updated On: November 15th, 2019] [Originally Added On: November 15th, 2019]
- Market Live: Global Pediatric Interventional Cardiology Devices Market Can Deliver up to High CAGR over the next Few Years - Justnewsindustry [Last Updated On: November 21st, 2019] [Originally Added On: November 21st, 2019]
- You've got to have heart: Inside UNC Health Care's fight to save a baby with rare transplant - WRAL Tech Wire [Last Updated On: November 21st, 2019] [Originally Added On: November 21st, 2019]
- Pediatric Interventional Cardiology Devices Market to Record Ascending Growth by 2015 2021 - Downey Magazine [Last Updated On: December 3rd, 2019] [Originally Added On: December 3rd, 2019]
- Northwest Medical Center Gets Dedicated State-of-the-Art Pediatric ER - Coral Springs Talk [Last Updated On: December 3rd, 2019] [Originally Added On: December 3rd, 2019]
- New research reveals how antiretroviral drugs may damage the hearts of infants exposed to HIV but uninfected - UB News Center [Last Updated On: December 3rd, 2019] [Originally Added On: December 3rd, 2019]
- FAQ: An Update on the St. Christopher's Hospital Acquisition - DrexelNow - Drexel Now [Last Updated On: December 16th, 2019] [Originally Added On: December 16th, 2019]
- Which Of The Top AI Events Is Best Suited For Your Profession? - Forbes [Last Updated On: December 16th, 2019] [Originally Added On: December 16th, 2019]
- Physician specialties with the highest salaries and the biggest pay increases in 2019 - FierceHealthcare [Last Updated On: December 16th, 2019] [Originally Added On: December 16th, 2019]
- State-by-state breakdown of the 183 new ASCs opened or announced in 2019 - Becker's ASC Review [Last Updated On: January 2nd, 2020] [Originally Added On: January 2nd, 2020]
- The news that impacted our communities in 2019 | New Today - Uniontown Herald Standard [Last Updated On: January 2nd, 2020] [Originally Added On: January 2nd, 2020]
- Father and son both healthy after heart defects at birth - KFSN-TV [Last Updated On: January 2nd, 2020] [Originally Added On: January 2nd, 2020]
- YOUR HEALTH: He got his dads heart. That wasnt necessarily a good thing - WQAD Moline [Last Updated On: January 2nd, 2020] [Originally Added On: January 2nd, 2020]
- MEDNAX (NYSE:MD) Rating Lowered to Neutral at Citigroup - Riverton Roll [Last Updated On: January 3rd, 2020] [Originally Added On: January 3rd, 2020]
- MEDNAX (NYSE:MD) Downgraded to Neutral at Citigroup - Riverton Roll [Last Updated On: January 10th, 2020] [Originally Added On: January 10th, 2020]
- January Is Thyroid Awareness Month - Newswise [Last Updated On: January 10th, 2020] [Originally Added On: January 10th, 2020]
- The new year rings in 110 new Drexel Med employees - Drexel University The Triangle Online [Last Updated On: January 10th, 2020] [Originally Added On: January 10th, 2020]
- Could 2020 be the year of women in cardiology? - Cardiovascular Business [Last Updated On: January 10th, 2020] [Originally Added On: January 10th, 2020]
- New product developments and trends of Pediatric Interventional Cardiology Market during 2019-2025 - Fusion Science Academy [Last Updated On: January 18th, 2020] [Originally Added On: January 18th, 2020]
- MEDNAX (NYSE:MD) Lowered to Neutral at Citigroup - Riverton Roll [Last Updated On: January 18th, 2020] [Originally Added On: January 18th, 2020]
- Major Heart Organizations Now Led by Women - Medscape [Last Updated On: January 18th, 2020] [Originally Added On: January 18th, 2020]
- Cleveland Clinic Names New Chair of Hillcrest Hospitals Board of Trustees - Health Essentials from Cleveland Clinic [Last Updated On: January 18th, 2020] [Originally Added On: January 18th, 2020]
- MEDNAX Inc to Post Q4 2019 Earnings of $0.85 Per Share, Jefferies Financial Group Forecasts (NYSE:MD) - Riverton Roll [Last Updated On: February 1st, 2020] [Originally Added On: February 1st, 2020]
- Lower Stress, Stay Optimistic, and Avoid Heart Attacks- Mount Sinai Health System - Yahoo Finance [Last Updated On: February 1st, 2020] [Originally Added On: February 1st, 2020]