Initial Symptom Burden Research Articles

SCAT Symptom Evolution in the Acute Concussion Phase: Findings From the NCAA-DoD CARE Consortium.

The Sport Concussion Assessment Tool (SCAT) is the most widely used tool following sport-related concussion (SRC). Initial SCAT symptom burden is a strong predictor of recovery in collegiate athletes; however, it is unknown if symptom presentation varies within the acute (<48 hours) post-SRC phase. The purpose of this cohort study was to examine acute SRC symptom presentation among National Collegiate Athletic Association (NCAA) athletes. Concussed NCAA varsity athletes (n=1,780) from thirty universities across the United States that participated in the Concussion Assessment, Research, and Education (CARE) Consortium were included. Time of injury occurrence and SCAT administration data were recorded, from which time-to-SCAT (hours, continuous) was calculated. The main outcome was SCAT total symptom severity [(TSS), 0-126]. Multivariable negative binomial regression was used to examine the association between time (hours) since injury and TSS. Covariates included sex, previous concussion, sport contact level, amnesia/loss of consciousness, immediate reporting of injury, and injury situation. A random effect (person level) accounted for multiple assessments. TSS score ratios (SR) with associated 95% confidence intervals (CI) were provided. The SCAT was administered an average of 14 (25th-75th percentile: 1.2-24) hours post-SRC, and average TSS was 27.35±21.28 across all participants. Time-to-SCAT was associated with a 1% decrease in TSS after adjusting for covariate effects (SR: 0.99, 95% CI: 0.99-0.99, p<0.001). Overall, we observed a small, but significant decrease in TSS with each hour post-SRC. Assessing a concussed athlete once in the acute phase will likely provide a sufficient sense of their symptomatic well-being, as measures did not fluctuate dramatically. Future research should aim to examine how acute symptom evolution influences recovery metrics.

Sport-related concussions in baseball and softball: do mechanisms of injury affect recovery?

Baseball and softball pose unique risks for sport-related concussion (SRC). Although these are not collision sports, concussions in baseball and softball can nonetheless involve high-speed impacts. In a regional, single-institution cohort of baseball and softball athletes who sustained an SRC, the current study sought to 1) describe the mechanisms of injury that led to SRC, and 2) compare initial symptom burden and recovery metrics across mechanisms, including time to return to learn (RTL), time to symptom resolution, and time to return to play (RTP) by mechanism of injury. A retrospective cohort study was performed of baseball and softball athletes 12 to 23 years old who sustained an SRC between November 2017 and April 2022. Mechanisms of injury were divided into two categories: 1) contact mechanism (i.e., what initiated contact with the injured player, such as head-to-ball), and 2) player mechanism (i.e., the action the injured player was performing at the time of injury, such as fielding). The recovery outcomes of time to RTL, symptom resolution, and RTP were compared between mechanisms using bivariate analysis and multivariable regression analysis, controlling for sex, age, time to present to concussion clinic, and initial total symptom score. The sample included 58 baseball and softball players (60.3% female, mean age 16.0 ± 1.9 years). Most SRCs (62.1%) occurred during competition. Head-to-ball (50.0%) was the most common contact mechanism, followed by head-to-head/body (31.0%) and head-to-wall/ground/equipment (17.2%). Fielding (63.8%) was the most common player mechanism, followed by drills (20.7%) and running (13.8%). SRCs sustained in practice had significantly longer RTL (median 10.0 [interquartile range (IQR) 3.3-16.3] vs 4.0 [IQR 2.0-8.0] days; U = 421.5, p = 0.031) and symptom resolution (37.0 [IQR 18.0-90.0] vs 14.0 [IQR 7.0-41.0] days; U = 406.5, p = 0.025) compared with SRCs sustained in competition. Multivariable regression analysis revealed that head-to-wall/ground/equipment contact mechanism was associated with longer RTL (β = 0.30, 95% CI 0.07-0.54, p = 0.013). The current study found that SRCs in baseball and softball occurred more often in competition than in practice. Head-to-ball and fielding were the most common contact and player mechanisms, respectively. SRCs sustained in practice were associated with longer time to RTL and symptom resolution, and head-to-wall/ground/equipment was associated with longer RTL in multivariable regression analysis. These results provide empirical data to improve concussion safety in baseball/softball.

Response Rate Patterns in Adolescents With Concussion Using Mobile Health and Remote Patient Monitoring: Observational Study.

A concussion is a common adolescent injury that can result in a constellation of symptoms, negatively affecting academic performance, neurobiological development, and quality of life. Mobile health (mHealth) technologies, such as apps for patients to report symptoms or wearables to measure physiological metrics like heart rate, have been shown to be promising in health maintenance. However, there is limited evidence about mHealth engagement in adolescents with a concussion during their recovery course. This study aims to determine the response rate and response rate patterns in concussed adolescents reporting their daily symptoms through mHealth technology. It will also examine the effect of time-, demographic-, and injury-related characteristics on response rate patterns. Participants aged between 11-18 years (median days since injury at enrollment: 11 days) were recruited from the concussion program of a tertiary care academic medical center and a suburban school's athletic teams. They were asked to report their daily symptoms using a mobile app. Participants were prompted to complete the Post-Concussion Symptom Inventory (PCSI) 3 times (ie, morning, afternoon, and evening) per day for 4 weeks following enrollment. The primary outcome was the response rate pattern over time (by day since initial app use and the day since injury). Time-, demographic-, and injury-related differences in reporting behaviors were compared using Mann Whitney U tests. A total of 56 participants were enrolled (mean age 15.3, SD 1.9 years; n=32, 57% female). The median response rate across all days of app use in the evening was 37.0% (IQR 27.2%-46.4%), which was significantly higher than the morning (21.2%, IQR 15.6%-30.5%) or afternoon (26.4%, IQR 21.1%-31.5%; P<.001). The median daily response was significantly different by sex (female: 53.8%, IQR 46.2%-64.2% vs male: 42.0%, IQR 28.6%-51.1%; P=.003), days since injury to app use (participants starting to use the app >7 days since injury: 54.1%, IQR 47.4%-62.2% vs starting to use the app ≤7 days since injury: 38.0%, IQR 26.0%-53.3%; P=.002), and concussion history (participants with a history of at least one prior concussion: 57.4%, IQR 44.5%-70.5% vs participants without concussion history: 42.3%, IQR 36.8%-53.5%; P=.03). There were no significant differences by age. Differences by injury mechanism (sports- and recreation-related injury: 39.6%, IQR 36.1%-50.4% vs non-sports- or recreation-related injury: 30.6%, IQR 20.0%-42.9%; P=.04) and initial symptom burden (PCSI scores greater than the median score of 47: 40.9%, IQR 35.2%-53.8% vs PCSI scores less than or equal to the median score: 31.9%, IQR 24.6%-40.6%; P=.04) were evident in the evening response rates; however, daily rates were not statistically different. Evening may be the optimal time to prompt for daily concussion symptom assessment among concussed adolescents compared with morning or afternoon. Multiple demographic- and injury-related characteristics were associated with higher daily response rates, including for female participants, those with more than 1 week from injury to beginning mHealth monitoring, and those with a history of at least one previous concussion. Future studies may consider incentive strategies or adaptive digital concussion assessments to increase response rates in populations with low engagement.

Expected symptom change trajectories for the early identification of probable treatment nonresponse in VA PTSD specialty care clinics: A proof-of-concept.

The purpose of measurement-based care (MBC) is to detect treatment nonresponse sufficiently early in treatment to adjust treatment plans and prevent failure or dropout. Thus, the potential of MBC is to provide the infrastructure for a flexible, patient-centered approach to evidence-based care. However, MBC is underutilized across the Department of Veterans Affairs (VA) posttraumatic stress disorder (PTSD) specialty clinics, likely because no actionable, empirically determined guidelines for using repeated measurement effectively are currently available to clinicians. With data collected as part of routine care in VA PTSD specialty clinics across the United States in the year prior to COVID-19 (n = 2,182), we conducted a proof-of-concept for a method of generating session-by-session benchmarks of probable patient nonresponse to treatment, which can be visualized alongside individual patient data using the most common measure of PTSD symptoms used in VA specialty clinics, the PTSD Checklist for Diagnostic and Statistical Manual of Mental Disorders, 5th Edition (PCL-5). Using survival analysis, we first identified the probability of cases reaching clinically significant change at each session, as well as any significant moderators of treatment response. We then generated a multilevel model with initial symptom burden predicting the trajectory of PCL-5 scores across sessions. Finally, we determined the slowest changing 50% and 60% of all cases to generate benchmarks at each session for each level of the predictor(s) and then assessed the accuracy of these benchmarks at each session for classifying treatment responders and nonresponders. The final models were able to accurately identify nonresponders as early as the sixth session of treatment. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Evaluating Recovery After Two and Three Repeated Concussions Using Growth Curves.

The results of prior research concerning the effects of repeated concussions have been mixed. The aim of this study was to evaluate how concussion outcomes and presentation changed within patients who were evaluated at a concussion specialty clinic multiple times with a concussion. Subjects included 202 patients (54% male) aged 10-21 years (M = 13.17) who presented to a specialty concussion clinic for two and three concussions (77% sport-related) and were followed through formal clearance. First, growth curve models were estimated to determine recovery time and initial symptom burden across the multiple injuries. Second, covariates were added to these models to evaluate which demographic, risk factor, or injury variables predicted any change that did occur in evaluation or outcome variables. Models indicated that each subsequent concussion linearly resulted in significantly fewer days to recovery (-4.62 days, p < 0.047) across three concussions, and significantly lower (and linear) symptom scores on the post-concussion symptom scale (PCSS) (-2.16, p = 0.05). More severe presentation (i.e., days to recovery; higher symptom score) was significantly associated (-.62, p = 0.005) with greater improvement in recovery time (-.62, p = 0.005) and symptom burden (-.56, p < 0.001) at subsequent injuries. No covariates were significantly associated with improvement (or lack thereof) at subsequent injuries. This study adds to evidence suggesting multiple injuries is not associated with protracted recovery at subsequent injuries, in the context of treatment and full clearance for each injury at a multi-disciplinary clinic.

The association of early response with the outcome of psychosomatic rehabilitation in patients with mental disorders and its link to treatment and illness beliefs—A prospective longitudinal cohort study

Objective: Early response is considered to be an important predictor for therapy outcomes; yet little is known about its relevance in psychosomatic rehabilitation. This paper aims to describe the association of early response in psychosomatic rehabilitation, as well as the associations of early response with pre-rehabilitative factors such as illness and treatment beliefs. Methods: A longitudinal study with three measurement points was applied. Early response was defined using the percent improvement method after two weeks of treatment. Its association with therapy outcome and with illness and treatment beliefs was analyzed using multiple regression analyses. Results: A total of 264 participants took part. Early response was a significant predictor of psychosomatic rehabilitation outcome, explaining an incremental variance of 1–30% after controlling for initial symptom burden. Illness and treatment beliefs predicted 6–20% variance in early response. Important illness beliefs referred to perceived symptoms, consequences and comprehensibility of the illness. Important treatment beliefs referred to expectations about rehabilitation structure, processes and concerns. Conclusion: Early response is associated with the therapy outcome of psychosomatic rehabilitation, with illness and treatment beliefs found to be associated with early response. Further research on the predictors of early response in psychosomatic rehabilitation is needed.

Sotagliflozin vs Dapagliflozin: A Systematic Review Comparing Cardiovascular Mortality.

After the debut of the results of the effect of Sotagliflozin on Cardiovascular Events in Patients with Type 2 Diabetes Post Worsening Heart Failure (SOLOIST-WHF) and Sotagliflozin in Patients With Chronic Kidney Disease and Type 2 Diabetes (SCORED) trials at the American Heart Association's 2020 Scientific session, sotagliflozin became the first drug andthe third sodium glucose co-transporter-2 (SGLT-2) inhibitor to be approved for heart failure (HF) across the spectrum of ejection fraction (EF). In light of this recent major U.S. Food and Drug Administration (FDA) approval of sotagliflozin, we conducted a systematic review to compare the cardiovascular mortality rates between sotagliflozin and dapagliflozin in patients with HF. To find relevant articles, we extensively searched major research literature databases and search engines such as PubMed, MEDLINE, PubMed Central, Google Scholar, Embase, and Cochrane Library. We compared the results of significant trials involving sotagliflozin with the trials studying dapagliflozin to provide comprehensive mortality results of both drugs. The results showed that the timely initiation of sotagliflozin in HF cases significantly reduces cardiovascular mortality, hospitalizations, and urgent HF visits. Comparative trials with dapagliflozin indicate enhanced mortality reduction associated with greater initial symptom burden. The results of these major trials cannot be overlooked due to the large size of the combined trials, the randomized design, and the high standards with which they were conducted. The pathophysiology behind the cardioprotection offered by these agents is complex and multifactorial, but it is believed that due to the diuretic-like function, SGLT-2 inhibitors reduce glycemic-related toxicity, promote ketogenesis, and exert antihypertrophic, antifibrotic, and anti-remodeling properties. The benefits of dapagliflozin on cardiovascular death and worsening HFin patients with mildly reduced or preserved EFappeared especially pronounced in those with a greater degree of symptomatic impairment at baseline. Sotagliflozin led to a rise in the count of days patients were alive and not hospitalized (DAOH), which offers an extra patient-centered measure to assess the impact of the disease burden. The data in our article will help future researchers conduct large-scale trials with sotagliflozin to identify and implement it in the treatment of patients with HF as a mortality-reducing drug and to improve the quality of life for patients with HF.

Does earlier vestibular therapy after sport-related concussion lead to faster recovery?

Many patients experience vestibular dysfunction following a sport-related concussion (SRC). Vestibular rehabilitation therapy has recently become more well established. In a cohort of athletes with SRC, the authors sought to 1) assess the relationship between symptoms at the initial clinic visit and time to referral for vestibular therapy, and 2) evaluate whether earlier referral to vestibular therapy was associated with faster recovery, as defined as days to return to learn (RTL), symptom resolution (SR), and return to play (RTP). A retrospective cohort study was conducted using a regional multidisciplinary concussion center's database. Patients aged 12-23 years diagnosed with SRC who received vestibular rehabilitation therapy between October 2017 and October 2021 were included. Demographics and Post-Concussion Symptom Scale (PCSS) scores were extracted. The independent variable of interest was time to vestibular therapy referral. The three outcome variables were RTL, SR, and RTP. Spearman's rho correlation (rho) was used to evaluate the relationship between total PCSS score and individual symptoms (balance problems, blurred vision, and dizziness) and time to referral for vestibular therapy. Multivariable linear regression was performed to determine the impact of time to vestibular therapy on the three outcomes of RTL, SR, and RTP. Covariates included initial symptom burden, age, and prior concussions. Forty-two concussed athletes were referred for vestibular therapy (mean age 16.8 ± 2.7 years; 54.8% female). The mean time from concussion to the initial clinic visit was 22.4 ± 20.2 days, and the mean time from the initial clinic visit to vestibular therapy referral was 4.9 ± 11.3 days. Initial total PCSS scores (rho[37] = 0.05, p = 0.78) and individual symptoms, including balance problems (rho[33] = -0.004, p = 0.98), blurred vision (rho[34] = -0.17, p = 0.33), and dizziness (rho[33] = 0.07, p = 0.67), were not correlated with time to referral for vestibular therapy. Multivariable linear regression analysis found that earlier vestibular therapy referral was predictive of shorter days to SR (p = 0.002) and RTP (p = 0.02) but not RTL (p = 0.59). In athletes with SRC referred for vestibular therapy, earlier vestibular therapy referral was significantly associated with faster time to RTP and SR. Future investigations should focus on identifying common postconcussive signs and symptoms that serve as indications for referral to vestibular therapy.

The Toronto Concussion Study: a prospective investigation of characteristics in a cohort of adults from the general population seeking care following acute concussion, 2016-2020.

There is limited research regarding the characteristics of those from the general population who seek care following acute concussion. To address this gap, a large cohort of 473 adults diagnosed with an acute concussion (female participants = 287; male participants = 186) was followed using objective measures prospectively over 16 weeks beginning at a mean of 5.1 days post-injury. Falls were the most common mechanism of injury (MOI) (n = 137, 29.0%), followed by sports-related recreation (n = 119, 25.2%). Male participants were more likely to be injured playing recreational sports or in a violence-related incident; female participants were more likely to be injured by falling. Post-traumatic amnesia (PTA) was reported by 80 participants (16.9 %), and loss of consciousness (LOC) was reported by 110 (23.3%). In total, 54 participants (11.4%) reported both PTA and LOC. Male participants had significantly higher rates of PTA and LOC after their injury compared to their female counterparts. Higher initial symptom burden was associated with a longer duration of recovery for both male and female participants. Female participants had more symptoms and higher severity of symptoms at presentation compared to male participants. Female participants were identified to have a longer recovery duration, with a mean survival time of 6.50 weeks compared to 5.45 weeks in male participants (p < 0.0001). A relatively high proportion of female and male participants in this study reported premorbid diagnoses of depression and anxiety compared to general population characteristics. Although premorbid diagnoses of depression and/or anxiety were associated with higher symptom burden at the initial visit, the duration of symptoms was not directly associated with a pre-injury history of psychological/psychiatric disturbance. This cohort of adults, from the general population, seeking care for their acute concussion attained clinical and functional recovery over a period of 4-12 weeks.

Early Identification and Management of Cervical Impairments in Pediatric Patients With Concussion May Reduce Risk of Delayed Recovery.

Previous research, including high-quality systematic reviews, has found that cervical injury, which often accompanies concussive head injury, can delay recovery from concussion. One pilot randomized controlled trial found that focused cervical assessment and appropriate intervention in children and young adults with persisting postconcussive symptoms (PPCS) improved recovery outcomes. Our sports medicine clinics adopted this approach early (within 2 weeks) in children (aged 10-18 years) after concussion. This study describes our clinical management protocol and compares the recovery trajectories in children after concussion with and without a concomitant cervical injury. Prospective cohort study. Three university-affiliated outpatient sports medicine clinics from September 2016 to December 2019. One-hundred thirty-four concussed children with cervical impairment (mean age 14.9 years, 65% male, and 6.2 days since concussion) were compared with 130 concussed children without cervical impairment (mean age 14.9 years, 57% male, and 6.0 days since concussion). Examination findings related to the cervical spine (range of motion, cervical spasm, and cervical tenderness). Recovery time (measured in days), concussion symptom burden (Postconcussion Symptom Scale), and incidence of PPCS. Children with cervical impairment reported a higher initial symptom burden; however, there were no differences in recovery time (33.65 [28.20-39.09] days vs 35.98 [27.50-44.45] days, P = 0.651) or incidence of PPCS (40.0% vs 34.3%, P = 0.340). We conclude that within this pediatric population, early identification and management of cervical injuries concomitant with concussion may reduce the risk of delayed recovery.

A-04 Play After Concussion on Initial Symptom Burden and Length of Recovery

Abstract Purpose Removal from play after a concussion is a standard requirement across sports in order to reduce risk of re-injury. This study examines the effect of ongoing play on early symptom status and overall length of recovery. Methods 191 adolescents aged 11-19 (mean age=15.3± 1.6, 57% male) presenting within 30 days of a concussion completed the Post-Concussion Symptom Inventory-2 (PCSI-2). Participants were recovered when their PCSI-2 Total Retrospective Adjusted Post-Injury Difference (RAPID) scores fell below the psychometrically established cut-off for minimal symptoms. ANOVAs compared initial symptom status and length of recovery (LOR) between those who continued play (CTP) and who were removed from play (RFP) after injury, by sex. Results No difference in initial symptom level was found between individuals who CTP versus those RFP (PCSI-2 RAPID mean 24.7 vs. 22.1, p=.41). A marginal difference was found in LOR between CTP versus RFP (31.7 vs. 27.2 days, p=.088). Marginally higher symptom levels were found for females vs. males (mean=26.4, 20.4, respectively, p=.055). Females took longer to recover than males (33.7 vs. 25.2 days, p=.001, η2=.05). There was no interaction between CTP by sex on symptom levels (p=.92) or on LOR (p=.10), after accounting for CTP and sex alone. However, females who CTP had longer LOR compared with females who were RFP (38.0 vs 29.3 days, p=.029). Conclusions Findings show marginal overall difference in symptom status but not LOR based on immediate removal from play. Females who CTP had longer recovery suggesting a possible sex-specific interaction effect of ongoing play after concussion.

Clinical recovery from concussion–return to school and sport: a systematic review and meta-analysis

ObjectiveTo define the time frames, measures used and modifying factors influencing recovery, return to school/learn (RTL) and return to sport (RTS) after sport-related concussion (SRC).DesignSystematic review and meta-analysis.Data sources8 databases...

Predicting early versus late recovery from sport-related concussion using decision tree analysis.

Accurately predicting early (≤ 14 days) versus typical (15-27 days) or delayed (≥ 28 days) recovery from sport-related concussion (SRC) may allow for improved resource utilization and precision in planning and carrying out rehabilitation. In this study, the authors sought to develop an algorithm that enables accurate differentiation of recovery periods and duration after SRC. The authors hypothesized that data regarding initial symptom burden as quantified by a Post-Concussion Symptom Scale (PCSS) score, time to presentation, and number of prior concussions would be the most useful for analyzing predictive factors for concussion recovery duration. A retrospective case-control study was conducted to assess the primary outcome of days to clinical recovery following SRC in pediatric patients. Data from patients 12-18 years old presenting within 28 days of injury to an SRC clinic between November 11, 2017, and October 10, 2020, were analyzed. Patients with positive evidence of injury on head imaging or incomplete records were excluded. The primary outcome was duration of clinical recovery, grouped as early (≤ 14 days), typical (15-27 days), or delayed (≥ 28 days). Recovery was defined as follows: 1) symptom resolution or return to baseline, or 2) initiation of graduated return to play. CHAID (chi-square automatic interaction detection) analysis was used to optimize a decision tree based on 16 input factors, including age, sex, initial PCSS score, time to clinic presentation, number of prior concussions, and presence of defined symptom clusters. The cohort was randomized into training (70%) and test (30%) samples for algorithm validation. A total of 493 patients met the inclusion criteria (mean age 15.7 ± 1.5 years, 68.2% male, 70.0% White). The median time to presentation was 5 days (IQR 2-10 days). Most patients (52.3%) recovered within 14 days of injury, 21.5% recovered within 15-27 days, and 26.2% had a recovery period of 28 days or longer. The variables most predictive of recovery were initial PCSS score (cutoffs ≤ 6, 7-28, or ≥ 29), time to presentation (≤ 7 vs > 7 days), or prior concussions (0 vs ≥ 1). The model accurately discriminated between early versus typical or delayed recovery duration groupings (area under the curve 0.80, Youden index 0.44), and correctly classified > 90% of patients who recovered early. This novel three-factor predictive tool enabled accurate discrimination of early versus typical or delayed SRC recovery to better allocate resources, counsel patients, and make timely referrals.

329 Acute Cognitive Symptom Cluster Predicts Return-to-Learn Duration Following a Sport-Related Concussion

INTRODUCTION: Adolescents sustaining sport-related concussion (SRC) often experience difficulties with the return-to-learn (RTL) process. While initial symptom burden has predicted prolonged RTL, no studies have established a relationship between acute cognitive symptoms and RTL duration. METHODS: A retrospective single-institution cohort study of adolescent athletes 12-23-years-old evaluated within 5 days of a diagnosed SRC from 11/2017-10/2020 was conducted. Athletes missing cognitive symptom ratings and RTL data were excluded. The primary exposure variable was cognitive symptom score, consisting of 4 symptoms for a total possible score of 24. Primary and secondary outcomes were time-to-RTL and total length-of-care, respectively. Multivariable Cox proportional hazards modeling was used to assess the effect of Cognitive Symptom Ratio (CSR), defined as cognitive symptom score divided by Post-Concussion Symptom Scale (PCSS) score, on RTL duration. RESULTS: Of 653 athletes evaluated within 5 days of their concussion, 343 patients were included in the final cohort. Athletes reported a median initial PCSS score of 21 (IQR 6-37) and a median cognitive symptom score of 4 (IQR 0-9). Most patients endorsed some degree of “difficulty concentrating” (n = 212, 61.3%). Median CSR was 0.18 (IQR 0.00-0.27). On multivariable regression analysis, higher CSR was associated with prolonged RTL duration (HR 0.30, 95% CI 0.13-0.69, p = .004). When initial PCSS was added to the model, the previously significant association between CSR and RTL was no longer significant (HR 0.67, 95% CI 0.29-1.59, p = .367). When dichotomized based on frequency distribution, a higher proportion of low CSR patients achieved RTL by 7 days post-injury (82.2% vs. 69.9%, p = .007), a difference not seen at 14 days (92.2% vs. 87.3%, p = .133). CONCLUSIONS: Acute cognitive symptom scores can predict who may be at increased risk for prolonged RTL and which patients with normal PCSS scores may experience difficulties once resuming school activities.

411 The Cost of a Single Sport-Related Concussion in Adolescent Athletes

INTRODUCTION: Despite the ubiquity of sport-related concussions (SRC), the healthcare costs incurred by a single SRC are unknown. METHODS: We conducted a retrospective cohort study examining concussed athletes ages 12-23 who presented to a multi-disciplinary concussion center between 11/2017-10/2020. Athletes presenting for treatment more than 10 days post-injury and those sustaining &gt;1 concussion during the study period were excluded. The primary outcome was the direct cost of the concussion care episode, derived by matching visit and imaging dates with institution inflation-adjusted cost data. A multivariable linear regression examined predictors of total concussion care costs. Independent variables included relevant demographics, medical/family medical history, injury characteristics, and initial Post-Concussion Symptom Scale (PCSS) score. RESULTS: In total, 710 athletes were included. Median age was 16.1 years (IQR = 15.1-17.2; 66.5% male). Median initial PCSS was 26 (IQR = 6-39). Sports with the highest prevalence of SRC were football (n = 261, 36.8%), soccer (n = 102, 14.4%) and basketball (n = 97, 13.7%). The mean cost of an SRC care episode was $822 (SD = $1,233). The mean costs associated with a softball-related concussion were highest (M = $2,372, SD = $4,707), followed by basketball (M = $1,012 SD = $1,863), lacrosse (M = $924, SD = $1,101), and football (M = $814, SD = $993). A multivariable linear regression showed that higher initial PCSS (b = 4.87, 95% CI = 1.32-8.42, p = .007), number of prior concussions (b = 118.79, 95% CI = 42.71-194.88, p = .002), and having an emergency department/urgent care visit (b = 670.20, 95% CI = 497.66-842.74) were significant predictors of greater cost. CONCLUSIONS: With a mean value of $822 per SRC, healthcare costs associated with this common injury total over $3 billion annually in the U.S. Greater costs were associated with higher initial symptom burden, prior concussion history, and emergency department/urgent care utilization. A nuanced understanding of cost-driving factors associated with SRC is a prerequisite to understanding cost-effectiveness of prevention and treatment.

Investigation of Factors Contributing to Racial Differences in Sport-Related Concussion Outcomes

Following sport-related concussion (SRC), early studies have demonstrated racial differences in time to clinical recovery; however, these differences have not been fully explained. We sought to further explore these associations by considering possible mediating/moderating factors. Data from patients aged 12-18 years diagnosed with SRC from November 2017 to October 2020 were analyzed. Those missing key data, lost to follow-up, or missing race were excluded. The exposure of interest was race, dichotomized as Black/White. The primary outcome was time to clinical recovery (days from injury until the patient was either deemed recovered by an SRC provider or symptom score returned to baseline or zero.) RESULTS: A total of 389 (82%) White and 87 (18%) Black athletes with SRC were included. Black athletes more frequently reported no SRC history (83% vs. 67%, P= 0.006) and lower symptom burden at presentation (median total Post-Concussion Symptom Scale 11 vs. 23, P < 0.001) than White athletes. Black athletes achieved earlier clinical recovery (hazard ratio [HR]= 1.35, 95% CI 1.03-1.77, P=0.030), which remained significant (HR= 1.32, 95% CI 1.002-1.73, P= 0.048) after adjusting for confounders associated with recovery but not race. A third model adding the initial Post-Concussion Symptom Scale score nullified the association between race/recovery (HR=1.12, 95% CI 0.85-1.48, P= 0.410). Adding prior concussion history further reduced the association between race/recovery (HR= 1.01, 95% CI 0.77-1.34, P= 0.925). Overall, Black athletes initially presented with fewer concussion symptoms than White athletes, despite no difference in time to clinic. Black athletes achieved earlier clinical recovery following SRC, a difference explained by differences in initial symptom burden and self-reported concussion history. These crucial differences may stem from cultural/psychologic/organic factors.

Post-consultation acute respiratory tract infection recovery: a latent class-informed analysis of individual patient data.

There is a lack of evidence regarding post-consultation symptom trajectories for patients with respiratory tract infections (RTIs) and whether patient characteristics can be used to predict illness duration. To describe symptom trajectories in patients with RTIs, and assess baseline characteristics and adverse events associated with trajectories. The study included data about 9103 adults and children from 12 primary care studies. A latent class-informed regression analysis of individual patient data from randomised controlled trials and observational cohort studies was undertaken. Post-consultation symptom trajectory (severity and duration), re-consultation with same or worsening illness, and admission to hospital were assessed. In total, 90% of participants recovered from all symptoms by 28 days, regardless of antibiotic prescribing strategy (none, immediate, and delayed antibiotics). For studies of RTI with cough as a dominant symptom (n = 5314), four trajectories were identified: 'rapid (6 days)' (90% of participants recovered within 6 days) in 52.0%; 'intermediate (10 days)' (28.9%); 'slow progressive improvement (27 days)' (12.5%); and 'slow improvement with initial high symptom burden (27 days)' (6.6%). For cough, being aged 16-64 years (odds ratio [OR] 2.57, 95% confidence interval [CI] = 1.72 to 3.85 compared with <16 years), higher presenting illness baseline severity (OR 1.51, 95% CI = 1.12 to 2.03), presence of lung disease (OR 1.78, 95% CI = 1.44 to 2.21), and median and above illness duration before consultation (≥7 days) (OR 1.99, 95% CI = 1.68 to 2.37) were associated with slower recovery (>10 days) compared with faster recovery (≤10 days). Re-consultations and admissions to hospital for cough were higher in those with slower recovery (ORs: 2.15, 95% CI = 1.78 to 2.60 and 7.42, 95% CI = 3.49 to 15.78, respectively). Older patients presenting with more severe, longer pre-consultation symptoms and chronic lung disease should be advised they are more likely to experience longer post-consultation illness durations, and that recovery rates are similar with and without antibiotics.

Use of acute cognitive symptom cluster to predict return-to-learn duration following a sport-related concussion.

Adolescents sustaining sport-related concussion often experience difficulties with the return-to-learn (RTL) process. Whereas the initial symptom burden has predicted prolonged RTL, no studies have established a relationship between acute cognitive symptoms and RTL duration. The authors sought to evaluate the relationship between initial cognitive symptoms and RTL duration. A retrospective single-institution cohort study of adolescent athletes aged 12-23 years who were evaluated within 5 days of a diagnosed sport-related concussion between November 2017 and October 2020 was conducted. Athletes missing cognitive symptom ratings and RTL data were excluded. The primary exposure variable was the Cognitive Symptom Ratio (CSR), defined as total cognitive symptom cluster score divided by total Post-Concussion Symptom Scale (PCSS) score from the initial clinic visit. Primary and secondary outcomes were time to RTL and total length of care, respectively. Multivariable Cox proportional hazards modeling was used to assess the effect of CSR on RTL duration. Of 653 athletes evaluated within 5 days of injury, 346 patients were included in the final cohort. Athletes reported a median initial PCSS score of 21 (interquartile range [IQR] 6-37) and a median cognitive symptom score of 4 (IQR 0-9). Most patients endorsed some degree of difficulty concentrating (n = 212, 61.3%). The median CSR was 0.18 (IQR 0.00-0.27). On multivariable regression analysis, a higher CSR was associated with prolonged RTL duration (HR 0.30, 95% CI 0.13-0.69, p = 0.004). When initial PCSS score was added to the model, the previously significant association between CSR and RTL was no longer significant (HR 0.67, 95% CI 0.29-1.59, p = 0.367). When dichotomized based on frequency distribution, a higher proportion of patients with low CSR achieved RTL by 7 days postinjury (82.2% vs 69.9%, p = 0.007), a difference not seen at 14 days (92.2% vs 87.3%, p = 0.133). An acute ratio of cognitive symptoms may predict patients at increased risk for prolonged RTL and those with normal PCSS scores who may experience difficulties once resuming school activities.

Predictive characteristics of prolonged symptoms and seroconversion in ambulatory patients recovering from SARS-CoV-2 infection

Introduction: As an increasing number of patients present for ambulatory care following acute COVID-19, we set out to characterize and identify clinical predictors of prolonged symptoms and antibody seroconversion. We hypothesized that patients who present with a high symptom burden are more likely have prolonged post-acute sequelae of COVID-19 (PASC). Methods: All adults with confirmed SARS-CoV-2 infection evaluated at a single ambulatory center between April and September 2020 were studied retrospectively using a logit model and ANOVA; the importance of variables associated with prolonged symptoms and seroconversion was determined using machine learning methodology. Results: The most common initial symptoms of 276 subjects were fatigue, dyspnea, cough, fever, and myalgia, with ~30% experiencing all five. Those with prolonged sequelae (&gt;4 weeks) reported higher initial symptom burden compared to those without PASC (mean 8.2 vs. 3.3 symptoms, p&lt;0.0001). Anosmia (odds ratio, OR 23.0), myalgia (OR 12.8), and dyspnea (OR 10.8) had highest predictive values for prolonged sequelae. Neither lung function, nor pre-existing lung disease correlated with PASC pulmonary symptoms (p=0.17, p=0.5, respectively). Natural post-COVID-19 seroconversion rate was 78%, with male gender having higher and corticosteroid treatment and elevated creatinine having lower likelihood of seroconversion. Conclusion: Ambulatory PASC patients display a broad range of symptoms. A high initial symptom burden correlates with prolonged sequelae. In unvaccinated individuals, antibody seroconversion may be influenced by gender, corticosteroid use, and renal function.

Effect of Menstrual Dysfunction in Adolescent Concussion Patients on Length of Time to Recovery and Symptom Burden

Background:Concussions are one of the most common sport-related-injuries seen in the adolescent population. It is well known that female athletes are at higher risk for concussion, but factors that influence this risk, including hormonal influences, are not entirely known. There is no literature to date that explores the relationship between menstrual dysfunction (MD) and outcome measures of concussion.Hypothesis/Purpose:Our primary purpose is to determine if MD predicts prolonged recovery from concussion and our secondary purpose is to determine if MD predicts a higher initial symptom burden.Methods:Patients who presented to a pediatric sports medicine concussion clinic for an initial visit, were ≤18 years-old, and were at least 2 years post-menarchal were included in the study. Those who reported taking any hormonal medications, were pregnant, or who suffered symptoms greater than 180 days were excluded. Subjects who were >15 years old at menarche, experienced <10 menstrual periods per year or >35 days between cycles were categorized as having MD. Two linear regressions were analyzed to determine differences in initial symptom score and time to recovery between those with and without MD while controlling for age, history of headaches, and history of prior concussions.Results:A total of 801 participants were included in the study (697 controls and 108 MD patients). There was no statistically significant difference in time to recovery between the groups (p=0.12). However, MD patients took 5 days longer to recover than controls (51.23 vs. 46.42 days). There was no statistical difference in initial symptom score between the MD and control groups (p=0.67, 56.04 for controls and 58.47 for MD).Conclusion:No statistically significant differences were found in time to recovery after concussion or in initial symptom burden between subjects with MD and controls. Additional study is warranted to further characterize these relationships.