United States

Background:

Frailty increases the likelihood of complications after breast reconstruction, yet there has been limited research on how it affects long-term outcomes. We investigated the relationship between the 5-item modified frailty index (mFI) score with both surgical and patient-reported outcomes in microvascular breast reconstruction.

Methods:

We conducted a retrospective cohort study of patients who underwent mastectomy and microvascular breast reconstruction between January 2016 and April 2022. Primary outcome was any flap-related complication and secondary outcomes included patient-reported outcomes and factors that predicted complications in frail patients.

Results: 

We identified 1640 breast reconstructions, with a mean follow-up period of 24.2±19.2 months. Patients with an mFI score ≥2 had greater odds of experiencing surgical complications (OR, 2.13, p=0.023) and medical complications (OR 17.02, p&lt;0.001) than non-frail patients. However, we found no significant difference in breast satisfaction (p=0.287), psychosocial well-being (p=0.119), or sexual well being (p=0.314) based on the mFI score. Chronic obstructive pulmonary disease was a predictor of infection (OR 3.70, p=0.002), while tobacco use (OR 7.13, p=0.002) and contralateral prophylactic mastectomy (OR 2.36, p=0.014) were predictors of wound dehiscence. Skin flap necrosis was more likely in patients with dependent functional status (OR 2.36, p=0.007) and in those who underwent immediate reconstruction (OR 3.16, p=0.026). Dependent functional status was also associated with higher odds of reoperation (OR 2.64, p=0.011).

Conclusion: 

While frailty increases the likelihood of complications in breast reconstruction, there is no notable difference in long-term patient-reported outcomes. The mFI score should be incorporated in breast reconstruction to optimize outcomes in high-risk, frail patients.

AMA Research Challenge 2023

Impact of the 5-item Modified Frailty Index on Long-term Surgical and Patient-reported Outcomes in Microvascular Breast Reconstruction

Background:

Frailty increases the likelihood of complications after breast reconstruction, yet there has been limited research on how it affects long-term outcomes. We investigated the relationship between the 5-item modified frailty index (mFI) score with both surgical and patient-reported outcomes in microvascular breast reconstruction.

Methods:

We conducted a retrospective cohort study of patients who underwent mastectomy and microvascular breast reconstruction between January 2016 and April 2022. Primary outcome was any flap-related complication and secondary outcomes included patient-reported outcomes and factors that predicted complications in frail patients.

Results: 

We identified 1640 breast reconstructions, with a mean follow-up period of 24.2±19.2 months. Patients with an mFI score ≥2 had greater odds of experiencing surgical complications (OR, 2.13, p=0.023) and medical complications (OR 17.02, p<0.001) than non-frail patients. However, we found no significant difference in breast satisfaction (p=0.287), psychosocial well-being (p=0.119), or sexual well being (p=0.314) based on the mFI score. Chronic obstructive pulmonary disease was a predictor of infection (OR 3.70, p=0.002), while tobacco use (OR 7.13, p=0.002) and contralateral prophylactic mastectomy (OR 2.36, p=0.014) were predictors of wound dehiscence. Skin flap necrosis was more likely in patients with dependent functional status (OR 2.36, p=0.007) and in those who underwent immediate reconstruction (OR 3.16, p=0.026). Dependent functional status was also associated with higher odds of reoperation (OR 2.64, p=0.011).

Conclusion: 

While frailty increases the likelihood of complications in breast reconstruction, there is no notable difference in long-term patient-reported outcomes. The mFI score should be incorporated in breast reconstruction to optimize outcomes in high-risk, frail patients.

poster

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Background: Smartphone-based thermal imaging (SBTI) has been reported in
the literature to be an easy-to-use, contactless, cost-friendly alternative to standard
imagingmodalities in identifying flap perforators,monitoring flap perfusion, and
detecting flap failure. Our systematic review and meta-analysis aimed to evaluate
SBTI's accuracy in perforator identification and secondarily evaluate SBTI's utility
in flap perfusion monitoring as well as ability to predict flap compromise, failure,
and survival.
Methods: Following Preferred Reporting Items for Systematic Reviews and
Meta-Analysis guidelines, a systematic review was performed using PubMed
from inception to 2021. Articles were uploaded into Covidence and, following
duplicate deletion, were initially screened for use of SBTI in flap procedures
through title and abstract screening followed by full-text review. The following
data points, if provided, were extracted from each included study: study design,
number of patients, patient demographics, perforator number and location, flap
number and location, room temperature, cooling method, imaging distance, time
from cloth removal, primary (SBTI's accuracy in perforator identification), and
secondary outcomes (prediction of flap compromise/failure/survival and cost
analysis). Meta-analysis was performed using RevMan v.5.
Results: The initial search yielded 153 articles. Eleven applicable studies with a
total of 430 flaps from 416 patients were ultimately included. The SBTI device
assessed in all included studies was FLIR ONE. Four studies assessed the SBTI's
perforated detection ability and were included in meta-analysis. Smartphonebased
thermal imaging correctly identified 378 (93.3%; n = 405) perforators,
and computed tomography angiography (CTA) correctly identified 402 (99.2%;
n = 402), although in one study SBTI found additional perforators not detected
on CTA. A random-effects model was used (I2 = 65%), and no significant difference
in perforator detection ability was found between SBTI and CTA( P = 0.27).
Conclusion: This systematic review and meta-analysis supports SBTI as userand
cost-friendly ($229.99), contactless imaging modality with perforator detection
ability comparable to current criterion-standard CTA. Postoperatively, SBTI
outperformed Doppler ultrasound in early detection of microvascular changes
causing flap compromise, allowing for prompt tissue salvage. With a minimal
learning curve, SBTI seems to be a promising method of postoperative flap perfusion
monitoring able to be used by all hospital ranks. Smartphone-based thermal
imaging could thus increase flap monitoring frequency and lower complication
rates, although further study is warranted.

The Utility of Smartphone-Based Thermal Imaging in the Management and Monitoring
of Microvascular Flap Procedures: A Systematic Review and Meta-Analysis

Background
Current measures of vaginoplasty success are adapted from tools validated for use in cisgender women, such as the Female Genital Self-Image Scale (FGSIS) and Female Sexual Function Index (FSFI). There is little research on whether post-operative gender congruence, quality of life (QoL), sexual function, and aesthetic satisfaction are of equal importance for vaginoplasty patients. The survey goal was to examine patient-reported vaginoplasty outcomes related to gender incongruence, post-surgical satisfaction and sexual function.

Methods
Transgender patients receiving surgical care at a single academic center were invited to complete post-surgery surveys. From August 2019 to May 2022, 157 patients who had undergone surgery between September 2016 and March 2022 were contacted. 40 completed consent and post-surgery survey. Questions were selected based on prior literature and FGSIS and FSFI adaptations. Statistical analyses were carried out in RStudio.

Results
Among 40 respondents, mean age was 45.8 years (SD = 14.0) and mean time since surgery was 237.3 days (SD = 260.8). Thirty-two (78.0%) had neovaginoplasty and 9 (22.0%) had genital remodeling without creation of a vaginal opening. Thirty-nine (97.5%) respondents were happier after their operation than they were before. Of the 23 respondents who had engaged in sexual activity in the past month, 10 (43.5%) were often or almost always satisfied with their arousal during sexual activity and 9 (39.1%) were satisfied with their ability to reach orgasm with sexual stimulation. Among this group, 19 (82.6%) felt positively about their genitals, 19 (82.6%) were satisfied with the appearance of their genitals, and 23 (100.0%) were happier after surgery than before. Seventeen respondents (42.5%) did not report sexual activity in the past month. Of these individuals, 15 (88.2%) felt positively about their genitals, 11 (68.8%) were satisfied with the appearance of the genitals and 16 (94.1%) were happier after surgery.

Conclusion
These findings indicate a discordance between the positive psychosocial outcomes of vaginoplasty and post-surgical sexual function. Patient-reported outcomes measures that center sexual function as a primary measure of vaginoplasty success may not accurately capture the QoL benefit afforded by improved gender congruence. While sexual function is important to overall QoL, patients in this study reported high rates of surgical satisfaction and improved happiness regardless of whether they had engaged in sexual activity or were satisfied with their arousal and ability to reach orgasm. More work is needed to develop measures that address the complex relationship between sexual function, sexuality, gender identity, and satisfaction with surgery.

Post-genital surgery survey of transgender and non-binary adults assigned male at birth

Background
To minimize the risk of complications, skin-preserving breast reconstruction is preferred in patients undergoing post-mastectomy radiotherapy (PMRT). However, the long-term surgical complications and patient-reported outcomes associated with this technique are not well understood, particularly when compared to delayed reconstruction. In this study, we compared the long-term surgical and patient-reported outcomes of skin-preserving and delayed microvascular breast reconstruction, stratified by PMRT.
Methods
A retrospective cohort study examined consecutive patients undergoing a mastectomy and microvascular breast reconstruction between January 2016 and April 2022. The primary outcome was post-operative flap-related complications. Secondary outcomes were tissue expander (TE) complications and patient-reported outcomes.
Results
A total of 1002 reconstructions (330 skin-preserving; 672 delayed) in 812 consecutive patients met the inclusion criteria, with a mean follow-up of 24.2±19.3 months. PMRT was required in 564 reconstructions (56.3%). Skin-preserving reconstruction procedures were performed less in patients who had PMRT (39.1% compared with 64.7%, p<0.001). Delayed reconstruction procedures, compared with skin-preserving reconstruction, had a significantly longer median (IQR) interval from PMRT end to breast reconstruction (10 [7.0-15.0] compared with 8 [5.0- 11.0] months, p<0.001), and from mastectomy to reconstruction (15.0 [9.0-30.0] compared with 8 [3.0-16.0] months, p<0.001). In the PMRT group, skin-preserving reconstruction was independently associated with a significantly shorter hospital stay (β -1.15, p<0.001) and operative time (β -97.0, p<0.001), had lower odds of 30-day readmission (OR 0.29, p=0.005) and infection (OR 0.33, p=0.023) when compared to delayed reconstruction. In the non-PMRT group, skin-preserving reconstruction was independently associated with a shorter hospital stay (β -0.32, p=0.045), had lower odds of 30-day readmission (OR 0.44, p=0.042), seroma (OR 0.42, p=0.036), and hematoma (OR 0.24, p=0.011) when compared to delayed reconstruction. TE complications occurred in 48 of the 330 skin-preserving reconstruction procedures (14.5%), with significantly higher rates in the PMRT group (19.4% compared with 11.4%, p=0.046). Skin- preserving reconstruction had a 10.6% TE loss rate and without any significant difference from delayed reconstruction in patient-reported satisfaction with breasts (β -3.7, 95% CI -15.7 to 8.2, p=0.543), and psychosocial (β -7.3, 95% CI -18.5 to 4.0, p=0.203) or sexual (β 0.5, 95% CI -12.9 to 13.9, p=0.942) well-being.
Conclusion
The findings suggest that skin-preserving breast reconstruction is a safe option for patients, irrespective of whether they require PMRT. This technique is associated with an acceptable TE loss rate and has a lower risk of surgical complications compared to delayed reconstruction. Additionally, patient-reported satisfaction and quality-of-life outcomes are comparable between the two groups.

Comparing the Long-Term Surgical and Patient-Reported Outcomes of Skin-Preserving Versus Delayed Microvascular Breast Reconstruction

Background: 
Testosterone therapy amongst men is on the rise, resulting in an increase in testosterone-related side effects, most notably gynecomastia. Testosterone therapy occurs in one of two forms: Testosterone Replacement Therapy (TRT) and Anabolic Androgenic Steroids (AAS). Both have been associated with gynecomastia, yet it remains unclear whether one impacts gynecomastia more than the other. The objective of this study was to systematically review the evidence on TRT and AAS-induced gynecomastia to determine which was more associated with gynecomastia.

Methods: A systematic review protocol was registered with PROSPERO (CRD42023454216) and adhered to PRISMA-P guidelines. A literature search in PubMed, Embase, and Cochrane Library yielded 212 eligible articles. Inclusion criteria targeted gynecomastia, TRT, and AAS use and treatment regimens for gynecomastia. We utilized the MINORS criteria to assess the risk of bias.

Results: Of 212 studies, 10 met inclusion criteria. Incidence of TRT-induced gynecomastia ranged from 2.3 to 6.6%, while AAS-induced gynecomastia was reported at 19 to 35%. TRT cessation often led to spontaneous gynecomastia regression. With respect to surgical intervention, AAS-related treatment was associated with higher rates of surgical revision compared to non-AAS treatment (3.8% vs. 1.2%, respectively; p = 0.02).

Conclusion: This systematic review demonstrates distinct differences in gynecomastia incidence between TRT and AAS testosterone therapy. Notably, AAS exhibits higher rates of induced gynecomastia compared to TRT. Additionally, discontinuing TRT more commonly led to spontaneous gynecomastia regression compared to AAS. This may support delayed plastic surgery intervention for these patients. AAS-related gynecomastia regresses less commonly, yet when treated has a higher revision rate.


Gynecomastia related to Testosterone Therapy: A Systematic Review

Introduction:
Thermal injury to the anterior chest wall not only causes physical and emotional trauma, but also leaves survivors grappling with disfigurement, lack of physiologic function, such as breastfeeding, and impaired quality of life. This review evaluates possible breast reconstruction options for patients following thermal injury by comparing the aesthetic outcomes, complications, and functionality through breastfeeding ability.

Methods:
PubMed, EMBASE, and Scopus were used in an unrestricted search for postburn breast reconstruction cases. 6,162 articles were screened through an independent and blinded dual review to ensure they included patients with at least one breast affected by burns, provided details about breast reconstruction surgery, and reported postoperative outcomes. Articles were further analyzed for patient and burn characteristics, reconstruction specifications, and the effectiveness of breast reconstruction procedures in retaining breastfeeding ability. Registered on PROSPERO: CRD42023437347.

Results: 
There were 50 articles with a low risk of bias, analyzing 505 female patients with a history of chest burns. 32 of these studies utilized either local, regional, or distant autologous flaps from various donor sites, including Z-plasties, TDAPs, and TRAMs, with 16 reported satisfactory cosmetic results. 24 of the 50 articles described reconstruction using full- or split-thickness skin grafts, with 12 reporting patient satisfaction. 21 studies described implant-based breast reconstruction, with 13 studies reporting high patient satisfaction and 1 study reporting low patient satisfaction. 3 studies included the ability to breastfeed or breastfeed comfortably as an outcome and 2 patients with minimal damage to the nipple who received skin grafts retained breastfeeding ability. 

Conclusion: 
This review highlights how breast reconstruction following thermal injury requires careful consideration of affected anatomic structures. The level of destruction or alteration of important anatomic structures such as the nipple were key in determining future breastfeeding ability. The majority of included articles reported outcomes on satisfaction and aesthetics. Future articles may consider reporting breastfeeding outcomes such as the ability to lactate or breastfeed without discomfort. In particular, studies can consider the breastfeeding ability of patients who were actively breastfeeding at the time of thermal injury or postpartum mothers after reconstruction surgery. This review provides physicians with a collective evaluation of the breast reconstruction options after chest burns and their differences in outcomes and potential effectiveness of retaining breast contour, nipple sensitivity, and ability to breastfeed.

Can I still Breastfeed? Breast Reconstruction Options Post Chest Burns: A Systematic Review

Abnormal calcium deposition is among the sequelae that may follow major burn injury. This may manifest as heterotopic ossification or dystrophic calcification (DC) of scarred skin. While the two processes are distinct, the term heterotopic ossification (HO) is often used by clinicians in reference to both processes. While HO is well-documented, there appears to be less attention devoted to DC, the most common subtype of calcinosis cutis. HO is the abnormal formation of mature lamellar extraskeletal bone in muscle and soft tissues. Risk factors include traumatic injuries and surgeries such as spinal cord injury, hip arthroplasty, and burns with >30% TBSA. It commonly occurs in upper extremities, especially the elbows, and on average takes weeks to months to develop. In contrast, DC is the pathologic calcification of scar itself, and can present in cases of burn survivors as the calcification of burn and skin graft scar, often decades after the original burn injury. It manifests as the build-up of insoluble calcium salts in damaged subcutaneous tissues in the absence of abnormal serum calcium and phosphate levels. Applicability of this research is to increase awareness of burn sequelae; this research was not externally funded. 
We present a case of DC to highlight the distinct differences between DC and HO in hopes of promoting use of the semantically correct terms. A 67 year old female presented to the clinic 65 years after a >40% TBSA burn treated with excision and skin grafting at the time of injury. She had a months-long history of a draining sinus with a~5mm diameter white hard plaque at the base, and a broader contiguous area of hard plaque palpable beneath the surrounding area of skin graft scar. She had been experiencing recurrent bouts of infection and sought definitive treatment. The area was widely excised and ultimately resurfaced with a new split thickness skin graft. Clinical and histopathologic photographs will be presented. The histopathologic findings were consistent with the dystrophic calcification variant of calcinosis cutis. The presentation was consistent with ~10-12 other cases seen by the senior author over a 20 year career, and consistent with other cases reported in the literature. The term "heterotopic ossification" is sometimes used too broadly to describe any pathologic calcium deposition in burn survivors. We highlight the difference between heterotopic ossification and dystrophic calcification out of a belief that as subject matter experts in burns and their sequelae, burn care providers should want to use the most accurate terminology wherever possible.

Revisiting the Taxonomy of Abnormal Calcium Deposits in Burn Survivors: Heterotopic Ossification versus Calcinosis Cutis

Background: Since the FDA has mandated a boxed warning on all psychostimulants due to risks for misuse and death, coupled with nationwide shortages, clinicians have utilized non-stimulants, such as alpha-2-agonists for hyperactivity/impulsivity and the norepinephrine reuptake inhibitor atomoxetine for inattention, as safer alternatives. However, these agents lack comparable efficacy with delayed onset compared to psychostimulants. Insurers require generic atomoxetine prior to covering Viloxazine ER (VER), a novel 5-HT2B antagonist, 5-HT2C partial agonist, and 5-HT7 antagonist. We wanted to know whether patients taking atomoxetine would experience improvement in ADHD symptoms after switching to VER.
Methods: 50 patients (35 children) received mean doses of atomoxetine 60 mg (25-100 mg once daily) followed by VER 300 mg (100-600 mg once daily) after 5-day atomoxetine washout. Both atomoxetine and VER were flexibly titrated according to FDA guidelines. The pediatric ADHD-Rating Scale-5 (ADHD-RS-5) and the Adult Investigator Symptom Rating Scale (AISRS) were completed prior to starting atomoxetine; 4 weeks after treatment with atomoxetine or upon earlier response or discontinuation due to side effects, whichever occurred first; same protocol after treatment with VER. We conducted a retrospective chart review of these 50 patients. Statistical analysis was performed using a within-subject, 2-tailed t-test with significance level of p < 0.05.
Results: From baseline total ADHD-RS-5 mean score (40.3+10.3), improvements were greater on VER (13.9+10.2) than atomoxetine (33.1+12.1) (t = -10.12, p < 0.00001), in Inattention (t = -8.57, p < 0.00001) and in Hyperactivity/Impulsivity (t = -9.87, p < 0.00001). From baseline total AISRS mean score (37.3+11.8), improvements were greater on VER (11.9+9.4) than atomoxetine (28.8+14.9) (t = -4.18, p = 0.0009), in Inattention (t = -3.50, p < 0.004) and in Hyperactivity/Impulsivity (t = -3.90, p < 0.002). 86% of patients on VER reported positive response by 2 weeks versus 14% on atomoxetine. 36% discontinued atomoxetine for side effects, including GI upset (6 patients), irritability (6), fatigue (5), insomnia (1) versus 4% who discontinued VER due to fatigue. 96% preferred VER over atomoxetine with 85% (22/26) able to taper psychostimulants following stabilization on VER. 
Conclusion: Pediatric and adult ADHD patients, who have experienced less than optimal response to atomoxetine, demonstrate rapid improvement in inattention and in hyperactivity/impulsivity with greater tolerability on viloxazine extended-release, which deserves consideration as a new first-line ADHD treatment option

Viloxazine Extended-Release As A Paradigm Shift In The Treatment Of ADHD

Background 

Deposition of amyloid plaques in brain is considered as an index event in the pathophysiology of Alzheimer’s disease (AD) which leads to series of events resulting in cognitive impairment. AD commonly involves non-cognitive symptoms like depression, anxiety, etc. We attempted to explore whether amyloid burden is directly related to depressive symptoms, or this relationship is mediated by cognitive symptoms.

Methods 

We examined the relationship between quantitative amyloid PET data (Standardized Uptake Value Ratios), cognition measured with cognitive function instrument (CFI), and depression measured with geriatric depression scale among 4486 cognitively unimpaired older adults who were screened for a multisite secondary prevention trial (A4 study; Anti-Amyloid Treatment in Asymptomatic Alzheimer's study). The relationships among the variables were assessed through path analysis using structural equation modeling (SEM).

Results 

Our path analysis showed that amyloid burden is not directly related to depression and this association is mediated by cognitive performance, objectively measured as well as subjectively reported. All variables were controlled for age and education. Our model showed good fit (Model 1; CFI= 0.0931, RMSEA= 0.058 & Model 2; CFI = 0.9205, RMSEA = 0.086). Greater amyloid burden correlated with greater subjective cognitive impairment (p < 0.001) and greater objective cognitive impairment (p < 0.001). In both models, increased cognitive impairment was associated with increased depression scores (p < 0.001) and (p = 0.03), respectively. 


Conclusion 

Our findings indicate that amyloid burden is not directly correlated with depression, but rather its relationship with depression is mediated through cognitive impairment. This mediation may also be secondary to intermediate steps between amyloid deposition and cognitive alteration. Identifying this relationship will have implications for targeted interventions to mitigate depressive symptoms and improve the quality of life for individuals in the preclinical stages of Alzheimer’s disease.

Associations Between Amyloid Burden, Cognitive Impairment, and Depression in Preclinical Alzheimer's

Background: Anxiety disorders have complex etiologies. However, several key risk factors have been identified, such sex, stress exposure and more recently neuroinflammation. In response to stress, the Hypothalamus-Pituitary-Adrenal (HPA) axis and the Locus coeruleus (LC)-Norepinephrine (NE) system are triggered. While beneficial in the short-term, chronic, and persistent stress exposure results in HPA axis and LC-NE system dysregulation and neuroinflammatory changes, often leading to anxiety-like phenotypes in animal models. Despite the current findings, the role of sex and the link between chronic stress exposure, neuroinflammation, and LC dysregulation in the development of anxiety disorders has not been elucidated.

Methods: This study demonstrates the sex-dependent neuroinflammatory and neuronal changes in the rodent LC using elevated plus maze (EPM), ex-vivo electrophysiology, and immunohistochemistry (IHC). To model chronic stress, male and female adolescent (8-week-old) Sprague Dawley rats were restrained and exposed to predator odorant for two hours per day for ten days over two consecutive weeks.

Results: Two-way ANOVA analysis of EPM reveals a main effect of stress in open arm time (F1,12=5.127, p=0.0429), suggesting increased anxiety-like behaviors in response to chronic stress. Likewise, a main effect of stress was also noted in LC spontaneous firing frequency (F1,73=6.394, p=0.0136) along with other measures of LC neuronal physiology such as Action potential (AP) threshold, afterhyperpolarization, and activation gap. IHC staining for IBA-1, a microglial marker, and Major histocompatibility II (MHC-II), an activation marker within the LC, reveals a reveal a significant increase in microglia (p=0.0001) and activated microglia (p=0.0351) in stressed males relative to control males. In contrast, an opposite trend was noted in females. Furthermore, correlation analysis between percent weight change, a measure of stress induction, and IBA-1 cell counts within the LC demonstrates a significant negative correlation in males (p=0.0113) and no correlations in females suggesting increased male LC neuroinflammation in response to chronic stress.

Conclusion: Our results indicate that chronic stress exposure induces sex-dependent LC neuroinflammation, which may lead to alterations in LC neuronal physiology and influence rodent anxiety-like behaviors. 


Chronic stress induces sex-dependent neuroinflammation and neuronal physiology alterations in the rodent Locus coeruleus

Background: Every year, over 3 million new concussions are diagnosed in the United States. The recovery from these concussions is not yet standardized as the post concussive symptoms (PCS) patients face are influenced by a myriad of medical, social, and psychological problems. Although recent studies have noted a correlation between premorbid psychological conditions and worsened PCS, there is not enough literature that studies a possible relationship between adverse childhood experiences (ACEs) and PCS. ACEs, traumatic events that occur to individuals during their childhood, have been shown to be associated with numerous negative health outcomes. This study aims to identify if higher ACE scores are correlated with worse PCS, or if patients with high ACEs develop a resiliency that is protective against PCS. 



Methods: This is a cross-sectional study of patients recruited from a concussion clinic at Saint Louis University Hospital. The inclusion criteria for this study: (1) patients between ages of 18-80, (2) diagnosed with a concussion or mild traumatic brain injury by their physician, (3) presenting as a new patient or a follow up for concussion care, (4) possess ability to speak and read English. Eligible participants, after completing appropriate consent and HIIPA authorization forms, complete assessments evaluating their ACEs and current PCS. Surveys for this study include: the Adverse Childhood Experiences questionnaire (ACEs), Adult Resilience Measure (ARM), Neuropsychiatric Symptom Inventory (NSI), Patient Healthcare Questionnaire (PHQ-9) and Generalized Anxiety Disorder-7 (GAD-7). The data from these assessments is compiled into a HIIPA-compliant spreadsheet. From there, statistical analyses are done to identify possible correlations between ACEs, PCS, ARM scores, depression, and anxiety. 



Results: Values from 66 patients were collected and Pearson Correlation values were subsequently calculated. The analyses yielded the following correlations: NSI and ACEs had a mild positive correlation of 0.19, NSI and ARM had a moderate negative correlation of -0.46, and ACE & ARM had a mild negative correlation of -0.13. Scatterplots with trendlines of these correlations were also created. 



Conclusion: Our results so far indicate a mild positive correlation between PCS and ACE and a moderate negative correlation between PCS and resiliency. There is not a strong correlation between ACE and resiliency.

Next from AMA Research Challenge 2023

The Utility of Smartphone-Based Thermal Imaging in the Management and Monitoring of Microvascular Flap Procedures: A Systematic Review and Meta-Analysis