Empirical assessment of the assumptions of ComBat with diffusion tensor imaging.

Purpose: Diffusion tensor imaging (DTI) is a magnetic resonance imaging technique that provides unique information about white matter microstructure in the brain but is susceptible to confounding effects introduced by scanner or acquisition differences. ComBat is a leading approach for addressing these site biases. However, despite its frequent use for harmonization, ComBat's robustness toward site dissimilarities and overall cohort size have not yet been evaluated in terms of DTI. Approach: As a baseline, we match N=358 participants from two sites to create a "silver standard" that simulates a cohort for multi-site harmonization. Across sites, we harmonize mean fractional anisotropy and mean diffusivity, calculated using participant DTI data, for the regions of interest defined by the JHU EVE-Type III atlas. We bootstrap 10 iterations at 19 levels of total sample size, 10 levels of sample size imbalance between sites, and 6 levels of mean age difference between sites to quantify (i) ßAGE, the linear regression coefficient of the relationship between FA and age; (ii) Î³/f*, the ComBat-estimated site-shift; and (iii) Î´/f*, the ComBat-estimated site-scaling. We characterize the reliability of ComBat by evaluating the root mean squared error in these three metrics and examine if there is a correlation between the reliability of ComBat and a violation of assumptions. Results: ComBat remains well behaved for ßAGE when N>162 and when the mean age difference is less than 4 years. The assumptions of the ComBat model regarding the normality of residual distributions are not violated as the model becomes unstable. Conclusion: Prior to harmonization of DTI data with ComBat, the input cohort should be examined for size and covariate distributions of each site. Direct assessment of residual distributions is less informative on stability than bootstrap analysis. We caution use ComBat of in situations that do not conform to the above thresholds.

Postoperative Global Period Cost Reduction Using 3 Successive Risk-Stratified Pancreatectomy Clinical Pathways.

BACKGROUND: We hypothesized that iterative revisions of our original 2016 risk-stratified pancreatectomy clinical pathways would be associated with decreased 90-day perioperative costs. STUDY DESIGN: From a single-institution retrospective cohort study of consecutive patients with 3 iterations: "version 1" (V1) (October 2016 to January 2019), V2 (February 2019 to October 2020), and V3 (November 2020 to February 2022), institutional data were aggregated using revenue codes and adjusted to constant 2022-dollar value. Grand total perioperative costs (primary endpoint) were the sum of pancreatectomy, inpatient care, readmission, and 90-day global outpatient care. Proprietary hospital-based costs were converted to ratios using the mean cost of all hospital operations as the denominator. RESULTS: Of 814 patients, pathway V1 included 363, V2 229, and V3 222 patients. Accordion Grade 3+ complications decreased with each iteration (V1: 28.4%, V2: 22.7%, and V3: 15.3%). Median length of stay decreased (V1: 6 days, interquartile range [IQR] 5 to 8; V2: 5 [IQR 4 to 6]; and V3: 5 [IQR 4 to 6]) without an increase in readmissions. Ninety-day global perioperative costs decreased by 32% (V1 cost ratio 12.6, V2 10.9, and V3 8.6). Reduction of the index hospitalization cost was associated with the greatest savings (-31%: 9.4, 8.3, and 6.5). Outpatient care costs decreased consistently (1.58, 1.41, and 1.04). When combining readmission and all outpatient costs, total "postdischarge" costs decreased (3.17, 2.59, and 2.13). Component costs of the index hospitalization that were associated with the greatest savings were room or board costs (-55%: 1.74, 1.14, and 0.79) and pharmacy costs (-61%: 2.20, 1.61, and 0.87; all p < 0.001). CONCLUSIONS: Three iterative risk-stratified pancreatectomy clinical pathway refinements were associated with a 32% global period cost savings, driven by reduced index hospitalization costs. This successful learning health system model could be externally validated at other institutions performing abdominal cancer surgery.

Laparoscopic transverse abdominis plane block: how I do it and a cost efficiency analysis.

PURPOSE: To determine the efficacy and efficiency of laparoscopic transverse abdominis plane block (Lap-TAP) in patients undergoing pancreatoduodenectomy and gastrectomy compared to those of ultrasound-guided TAP (US-TAP). METHODS: We retrospectively analyzed the records of patients who underwent open or minimally invasive (MIS) pancreatoduodenectomy and major gastrectomy with the use of Lap-TAP or US-TAP at our institution between November 1, 2018, and September 30, 2021. We compared the estimated time and cost associated with Lap-TAP and US-TAP. We also compared postoperative opioid use and pain scores between patients who underwent open laparotomy with these TAPs. RESULTS: A total of 194 patients were included. Overall, 114 patients (59%) underwent pancreatectomy, and 80 patients (41%) underwent gastrectomy. Additionally, 138 patients (71%) underwent an open procedure, and 56 patients (29%) underwent MIS. A total of 102 patients (53%) underwent US-TAP, and 92 (47%) underwent Lap-TAP. The median time to skin incision was significantly shorter in the Lap-TAP group (US-TAP, 59 min vs. Lap-TAP, 45 min; P < 0.001), resulting in an estimated reduction in operation cost by $602. Pain scores and postoperative opioid use were similar between Lap-TAP and US-TAP among open surgery patients, indicating equivalent pain control between Lap-TAP and US-TAP. CONCLUSION: Lap-TAP was equally effective in pain control as US-TAP after pancreatectomy and gastrectomy, and Lap-TAP can reduce operation time and cost. Lap-TAP is considered the preferred approach for MIS pancreatectomy and gastrectomy, which occasionally needs conversion to laparotomy.

Incremental healthcare cost burden in patients with atrial flutter only.

Background: Limited information is available on the costs related to atrial flutter only. This study provides a comprehensive estimate of the cost in patients with atrial flutter only versus matched patients without any atrial arrhythmia. Methods: Patients over 20 years of age with a minimum of one inpatient or two outpatient diagnosis codes for atrial flutter in 2005 and a minimum of 12 months of continuous enrollment pre- and post-index were identified using the MarketScan Commercial and Medicare databases. Atrial flutter patients were propensity matched to patients without atrial arrhythmias. Total costs for each patient for 12 months post-index were calculated. National cost was estimated using the projected prevalence of atrial flutter for 2010. Results: A total of 1,042 patients with atrial flutter only were successfully matched with comparison patients. For atrial flutter patients compared to matched controls without atrial arrhythmias, total mean annual cost per patient was 81% higher ($23,008 vs. $12,717) and mean annual inpatient expenditure was 214% higher ($8,518 vs. $2,713). When applied to national atrial flutter prevalence data, total incremental cost burden was estimated to be $687.9 million per year more than patients without atrial arrhythmias, primarily due to cardiovascular specific expenditure ($377 million, 55% of total) with 58% ($218.5 million) of the increased inpatient expenditure due to cardiovascular specific admissions and $159 million (23%) for atrial flutter specific care. Sex-related differences were also present in atrial flutter only patients. Conclusion: Although atrial flutter-only patients are less prevalent than atrial fibrillation patients, the national incremental cost burden in atrial flutter is substantial on a per-patient level.

Surgical Eligibility Does Not Imply Surgical Equity: Recommendations for Curative Treatment in Patients With Stage I/II Pancreatic Head Adenocarcinoma Differ by Age and Race.

OBJECTIVE: We sought to characterize differences in pancreatectomy recommendation rates to surgically eligible patients with pancreatic ductal adenocarcinoma of the pancreatic head across age and racial groups. BACKGROUND: Pancreatectomy is not recommended in almost half of otherwise healthy patients with stage I/II pancreatic ductal adenocarcinoma lacking a surgical contraindication. We characterized differences in pancreatectomy recommendation among surgically eligible patients across age and racial groups. METHODS: Non-Hispanic White (NHW) and Non-Hispanic Black (NHB) patients were identified in the National Cancer Database with clinical stage I/II pancreatic head adenocarcinoma, Charlson Comorbidity Index of 0 to 1, and age 40 to 89 years. Rates of surgery recommendation and overall survival (OS) by age and race were compared. A Pancreatectomy Recommendation Equivalence Point (PREP) was defined as the age at which the rate of not recommending surgery matched the rate of recommending and completing surgery. Marginal standardization was used to identify association of age and race with recommendation. OS was compared using Kaplan-Meier and Cox regression models. RESULTS: Among 40,866 patients, 36,133 (88%) were NHW and 4733 (12%) were NHB. For the entire cohort, PREP was 79 years. PREP was 5 years younger in NHB patients than in NHW patients (75 vs 80 years). Adjusted rates of not recommending surgery were significantly higher for NHB than for NHW patients in each age group. After adjusting for surgery recommendation, we found no difference in OS between NHW and NHB patients (hazard ratio 0.98 [95% CI 0.94-1.02]). CONCLUSIONS: PREP of NHB patients was 5 years younger than NHW patients, and in every age group, the rate of not recommending pancreatectomy was higher in NHB patients. Age and race disparities in treatment recommendations may contribute to shorter longevity of NHB patients.

Tailored Surgical Access to the Cavernous Sinus and Parasellar Region: Assessment of Cavernous Sinus Entry Corridors and the Periclinoid and Pericavernous Surgical Maneuvers.

BACKGROUND: Lesions involving the cavernous sinus (CS) represent some of the most challenging pathologies of the skull base owing to the dense traversing and surrounding neurovasculature. Extradural exposure and preparation of this region, whether as initial preparation for a combined intra-extradural approach or as the main avenue of surgical exposure, can enlarge surgical corridors and minimize the need for brain retraction in this very confined space. We provide a detailed assessment of the entry corridors to the CS that are available within each approach, the surgical exposure and freedom provided by each of these corridors, and demonstrate how extradural and intradural preparation of these corridors can be used to widen the available working space and facilitate surgery. METHODS: Pterional, frontotemporal-orbital, frontotemporal-orbitozygomatic, frontotemporal-zygomatic, perilabyrinthine transtentorial, and endoscopic transnasal transsphenoidal approaches were performed on cadaveric heads to access the perisellar and CS regions. Periclinoid maneuvers (extradural cutting of the meningo-orbital band, anterior clinoidectomy, unroofing of the optic canal, opening of the superior orbital fissure, displacement of the extra-annular structures, opening of the annulus of Zinn, and interdural dissection), pericavernous maneuvers (intradural cutting of the distal dural ring, mobilization of the supraclinoid internal carotid artery, opening of the oculomotor porus, and mobilization of cranial nerve (CN) III), peritrigeminal extensions (extradural mobilization of CN V2 [maxillary] and/or V3 [mandibular]), and other surgical maneuvers were performed and evaluated. The CS was divided into 8 anatomical compartments and 9 entry corridors were described, and exposure and freedom were assessed accordingly. RESULTS: Intradurally, the standard unextended pterional, frontotemporal-orbital, and frontotemporal orbitozygomatic transsylvian approaches provided access solely to the parasellar entry corridor into the superior wall of the CS. Expanding these approaches with extradural periclinoid maneuvers allowed for subsequent application of the intradural pericavernous maneuvers and enlargement of the parasellar corridor and exposure of the carotid cave. Extradurally, the frontotemporal-orbital approach could be expanded via application of periclinoid maneuvers, which provided access to the anterior portions of the main lateral wall entry corridors. The frontotemporal-orbitozygomatic approach could also be expanded with periclinoid maneuvers to provide extradural access to all 6 lateral wall entry corridors. The extradural frontotemporal-zygomatic approach only provided exposure following interdural dissection, which allowed for access to the inferolateral entry corridors into the lateral wall. Extradural peritrigeminal extension in the frontotemporal-orbitozygomatic and frontotemporal-zygomatic approaches allows for enlargement of the supramaxillary and pre- and postmandibular corridors. The perilabyrinthine approach to the posterior wall was enlarged with opening of Dorello's canal and the endoscopic transnasal transsphenoidal approach was enlarged with opening of the optic canal. CONCLUSIONS: Targeted extradural preparation optimizes exposure and significantly improves access to deep-seated targets by enhancing surgical maneuverability through the unlocking of neurovascular structures and widening of surgical corridors without the need for additional brain retraction.

Relationship of health-related social needs and hospital readmissions in patients following a hospitalization for atrial fibrillation.

Atrial fibrillation (AF) has a high economic burden on the healthcare system with rehospitalizations as the most significant contributing factor necessitating an understanding of aspects related to hospitalizations to minimize economic costs and improve patient outcomes. Our study aims to assess whether all-cause 30-day hospital readmission following AF-specific hospitalization is associated with health-related social needs (HRSN) using the Nationwide Readmissions Database (NRD). All hospitalization data were abstracted from the 2015-2019 NRD, including hospitalizations for patients at least 18 years of age with a primary discharge diagnosis of AF. For each hospitalization, we identified secondary diagnoses for five HRSN domains including employment, family, housing, psychosocial, and socioeconomic status. Primary outcomes included all-cause 30-day readmission rates. Secondary outcomes included all-cause 90-day readmissions and diagnosis on readmissions. An estimated 1,807,460 index hospitalizations in the United States included a primary discharge diagnosis of AF. Of these, 97.3 % included a diagnosis in only one HRSN domain with the most frequently diagnosed HRSN domain being housing (54.5 %) followed by socioeconomic (29.4 %), family (10.0 %), employment (6.1 %), and psychosocial (2.8 %). Index hospitalizations that included any HRSN diagnosis had 2.2-times greater unadjusted odds of all-cause 30-day readmission (95 % CI: 2.1 to 2.3-times greater, p < .001). Index hospitalizations that included an HRSN diagnosis were associated with higher rates of 90-day readmission due to conduction disorder and COPD. In conclusion, there is a significant association between HRSN and hospital readmissions in patients with AF. Further research is required to explain the true nature of this relationship with a specific emphasis on housing insecurity.

Employment Outcomes for Canadian Radiation Oncology Graduates: 2020 Assessment and Longitudinal Trends.

Purpose: Canadian radiation oncology (RO) trainees have experienced employment challenges after residency training. The present study was conducted to evaluate current employment trends and perform comparisons to prior reported assessments. Methods and Materials: A survey was administered to all 13 Canadian RO program directors requesting the employment status and location of their graduates during the past 3 years, and their perceptions on graduates' employment challenges. Visa trainees were excluded. Findings were compared with surveys performed in 2014, 2016, and 2018. Results: The response rate from RO program directors was 100%. There were 77 graduates identified who completed their residency training between 2017 and 2020. All had known employment status and location. Two (17%) 2020 graduates, 16 (84%) 2019 graduates, 17 (81%) 2018 graduates, and 24 (100%) 2017 graduates had staff employment. Of the 59 graduates with staff positions, 86% were in Canada. Some graduates (28%) obtained staff or locum employment in a province other than their training program. The proportion of graduates obtaining staff positions 1 year after residency increased to 84% from 46%-48% in prior assessments. Most program directors (62%) did not perceive any difficulties with their graduates finding staff employment or trainees transferring to training programs in other disciplines owing to perceived workforce challenges. Conclusions: Compared with 3 prior employment outcome assessments, this study observed a higher proportion of graduates with staff positions in Canada, fewer total graduates, fewer graduates seeking staff employment or in fellowship positions, and a trend for fewer graduates seeking employment or fellowships abroad. These findings support the view that the Canadian RO job market continues to improve. Although employment challenges for newly certified, Canadian-trained radiation oncologists still exist, national corrective measures to regulate resident intake in 2011 appear to have had a positive effect on the employment outcomes of recent Canadian RO graduates.

Metabolic Imaging Using Hyperpolarization for Assessment of Premalignancy.

There is an unmet need for noninvasive surrogate markers that can help identify premalignant lesions across different tumor types. Here we describe the methodology and technical details of protocols employed for in vivo 13C pyruvate metabolic imaging experiments. The goal of the method described is to identify and understand metabolic changes, to enable detection of pancreatic premalignant lesions, as a proof of concept of the high sensitivity of this imaging modality.

Contemporary Assessment of Need for Palliative Bypass After Aborted Pancreatoduodenectomy Following Neoadjuvant Therapy.

BACKGROUND: Planned pancreatoduodenectomy (PD) for pancreatic adenocarcinoma (PDAC) can be aborted due to intraoperative findings. There is little guidance regarding the need for prophylactic bypass following an aborted PD to prevent symptomatic biliary obstruction or gastric outlet obstruction (GOO) postoperatively. The aim of this study was to characterize postoperative interventions and postsurgical survival in patients following aborted PD. METHODS: Patients with PDAC treated with neoadjuvant therapy and staging laparoscopy prior to planned PD between 2010 and 2015 were reviewed for aborted PDs. Data on postoperative biliary obstruction, GOO, procedural intervention, and postsurgical survival were analyzed. RESULTS: Of 271 planned PDs, 47 (17.3%) were aborted. Thirty-six patients had ≥ 2 months of follow-up data and were included. Six patients underwent hepaticojejunostomy and nine patients underwent gastrojejunostomy at the time of the aborted PD. Sixteen of 30 patients (53%) without a surgical biliary bypass required endoscopic intervention, but none required palliative surgery. Ten of 27 patients (37%) without an operative gastrojejunostomy required intervention, but none required palliative surgery. Endoscopic or percutaneous therapy was required to treat 13/16 (81%) patients who presented with postoperative biliary obstructions and 6/10 (60%) of GOOs. Median survival following aborted PD was 13.3 months (CI 8.9-17.7). There were no differences in survival when comparing patients who developed a biliary obstruction (p = 0.92) or GOO (p = 0.90) to asymptomatic patients. CONCLUSIONS: Following aborted PD, patients commonly develop obstructive symptoms. However, these symptoms can generally be managed without surgical intervention. In asymptomatic patients, preemptive surgical bypasses are not required at the time of aborted PD.

US Antiarrhythmic Drug Treatment for Patients With Atrial Fibrillation: An Insurance Claims-Based Report.

Background Current American Heart Association/American College of Cardiology/Heart Rhythm Society guidelines and European Society of Cardiology guidelines recommend antiarrhythmic drugs (AADs) for maintenance of sinus rhythm in patients with atrial fibrillation. We assessed the concordance between healthcare provider real-world practice and current guidelines with respect to first-line AAD rhythm management. Methods and Results Administrative claims data from the deidentified Optum Clinformatics Data Mart database were used. Patients were included if they were initiated on an AAD in 2015 to 2016, had 1 year of continuous data availability before their first AAD pharmacy claim, and had a diagnosis for atrial fibrillation within that period. Concordance was assessed by comparing the AAD initiated by the healthcare provider against guideline recommendations for first-line treatment, given the presence of heart failure, coronary artery disease, both, or neither (as determined by International Classification of Diseases, Ninth Revision and Tenth Revision [ICD-9 and ICD-10] codes). Concordance was also assessed by provider type using Medicare taxonomy codes. For the 15 445 patients included, 51% of healthcare providers initiated AAD treatments with amiodarone, 18% flecainide, 15% sotalol, 8% dronedarone, 5% propafenone, and 2% dofetilide. The overall rate of guideline concordance was 61%, with differences by provider type: 67% for electrophysiologists, 61% for cardiologists, and 60% for others (internal medicine, etc). Conclusions There continues to be a sizable gap in concordance between practice and guidelines in first-line rhythm management of patients with atrial fibrillation. Further research is needed to identify possible explanations for non-guideline-recommended use of AADs, in addition to enhanced AAD educational strategies for practitioners.

Impact of the COVID-19 pandemic on interventional cardiology fellowship training in the New York metropolitan area: A perspective from the United States epicenter.

BACKGROUND: The healthcare burden posed by the coronavirus disease 2019 (COVID-19) pandemic in the New York Metropolitan area has necessitated the postponement of elective procedures resulting in a marked reduction in cardiac catheterization laboratory (CCL) volumes with a potential to impact interventional cardiology (IC) fellowship training. METHODS: We conducted a web-based survey sent electronically to 21 Accreditation Council for Graduate Medical Education accredited IC fellowship program directors (PDs) and their respective fellows. RESULTS: Fourteen programs (67%) responded to the survey and all acknowledged a significant decrease in CCL procedural volumes. More than half of the PDs reported part of their CCL being converted to inpatient units and IC fellows being redeployed to COVID-19 related duties. More than two-thirds of PDs believed that the COVID-19 pandemic would have a moderate (57%) or severe (14%) adverse impact on IC fellowship training, and 21% of the PDs expected their current fellows' average percutaneous coronary intervention (PCI) volume to be below 250. Of 25 IC fellow respondents, 95% expressed concern that the pandemic would have a moderate (72%) or severe (24%) adverse impact on their fellowship training, and nearly one-fourth of fellows reported performing fewer than 250 PCIs as of March 1st. Finally, roughly one-third of PDs and IC fellows felt that there should be consideration of an extension of fellowship training or a period of early career mentorship after fellowship. CONCLUSIONS: The COVID-19 pandemic has caused a significant reduction in CCL procedural volumes that is impacting IC fellowship training in the NY metropolitan area. These results should inform professional societies and accreditation bodies to offer tailored opportunities for remediation of affected trainees.

Patient Diversity and Population Health-Related Cardiovascular Outcomes Associated with Warfarin Use in Atrial Fibrillation: An Analysis Using Administrative Claims Data.

INTRODUCTION: Anticoagulants are effective for stroke prevention in atrial fibrillation (AF). Data on population health-related cardiovascular outcomes by race/ethnicity and gender are not well described. The aim was to assess the impact of patient diversity on associated cardiovascular outcomes related to warfarin anticoagulation in Medicare beneficiaries with AF. METHODS: Medicare administrative claims data for years 2000-2010 were used to calculate AF prevalence and rates of new AF cases. Three 20% sample cohorts of new AF beneficiaries for years 2000, 2005, and 2007 were extracted and analyzed in a longitudinal study design. The impact of warfarin on associated cardiovascular outcomes was measured with respect to race/ethnicity and gender. Measured outcomes included the risk of stroke, mortality and hospitalization after adjusting for age, gender, race/ethnicity, CHADS2 score and warfarin. RESULTS: AF prevalence and warfarin use increased while stroke and mortality rates declined across race/ethnicity and gender from 2000 to 2010. Analyses comparing Whites to non-Whites highlighted several disparities: (1) Blacks were 40% (p < 0.0001) more likely to have a stroke even after adjustment for warfarin; (2) in 2007, Hispanics had a 35% (p < 0.01) higher prevalence of stroke and warfarin did not reduce the risk; and (3) Asians had better outcomes. Warfarin reduced stroke less well in women who had a lower risk of death and hospitalization. Despite a > 70% (p < 0.0001) reduction in mortality for warfarin users, Blacks had a 25% (p < 0.0001) higher mortality risk than Whites. CONCLUSIONS: Differences in population health metrics across race/ethnicity and gender exist in AF. Across all metrics, Blacks had comparatively worse outcomes. Patient diversity should be a focus for future investigations in AF to improve outcomes in the whole population. FUNDING: National Minority Quality Forum.

Risk-stratified clinical pathways decrease the duration of hospitalization and costs of perioperative care after pancreatectomy.

BACKGROUND: Postoperative pancreatic fistula is associated with adverse events, increased duration of stay and hospital costs. We developed perioperative care pathways stratified by postoperative pancreatic fistula risk with the aims of minimizing variations in care, improving quality, and decreasing costs. STUDY DESIGN: Three unique risk-stratified pancreatectomy clinical pathways-low-risk pancreatoduodenectomy, high-risk pancreatoduodenectomy, and distal pancreatectomy were developed and implemented. Consecutive patients treated after implementation of the risk-stratified pancreatectomy clinical pathways were compared with patients treated immediately prior. Duration of stay, rates of perioperative adverse effects, discharge disposition, and hospital readmission, as well as the associated costs of care, were evaluated. RESULTS: The median hospital stay after pancreatectomy decreased from 10 to 6 days after implementation of the risk-stratified pancreatectomy clinical pathways (P < .001), and the median cost of index hospitalization decreased by 22%. Decreased changes in median hospital stay and costs of hospitalization were observed in association with low-risk pancreatoduodenectomy (P < .05) and distal pancreatectomy (P < .05), but not high-risk pancreatoduodenectomy. The rates of 90-day adverse events, grade B/C postoperative pancreatic fistula, discharge to a facility other than home, or readmission did not change after implementation. CONCLUSION: Implementation of risk-stratified pancreatectomy clinical pathways decreased median stay and cost of index hospitalization after pancreatectomy without unfavorably affecting rates of perioperative adverse events or readmission, or discharge disposition. Outcomes were most favorably improved for low-risk pancreatoduodenectomy and distal pancreatectomy. Additional work is necessary to decrease the rate of postoperative pancreatic fistula, minimize variability, and improve outcomes after high-risk pancreatoduodenectomy.

Implementing a bedside assessment of respiratory mechanics in patients with acute respiratory distress syndrome.

BACKGROUND: Despite their potential interest for clinical management, measurements of respiratory mechanics in patients with acute respiratory distress syndrome (ARDS) are seldom performed in routine practice. We introduced a systematic assessment of respiratory mechanics in our clinical practice. After the first year of clinical use, we retrospectively assessed whether these measurements had any influence on clinical management and physiological parameters associated with clinical outcomes by comparing their value before and after performing the test. METHODS: The respiratory mechanics assessment constituted a set of bedside measurements to determine passive lung and chest wall mechanics, response to positive end-expiratory pressure, and alveolar derecruitment. It was obtained early after ARDS diagnosis. The results were provided to the clinical team to be used at their own discretion. We compared ventilator settings and physiological variables before and after the test. The physiological endpoints were oxygenation index, dead space, and plateau and driving pressures. RESULTS: Sixty-one consecutive patients with ARDS were enrolled. Esophageal pressure was measured in 53 patients (86.9%). In 41 patients (67.2%), ventilator settings were changed after the measurements, often by reducing positive end-expiratory pressure or by switching pressure-targeted mode to volume-targeted mode. Following changes, the oxygenation index, airway plateau, and driving pressures were significantly improved, whereas the dead-space fraction remained unchanged. The oxygenation index continued to improve in the next 48 h. CONCLUSIONS: Implementing a systematic respiratory mechanics test leads to frequent individual adaptations of ventilator settings and allows improvement in oxygenation indexes and reduction of the risk of overdistention at the same time. TRIAL REGISTRATION: The present study involves data from our ongoing registry for respiratory mechanics (ClinicalTrials.gov identifier: NCT02623192 . Registered 30 July 2015).