United States

Eating disorders (ED) are a group of psychiatric conditions that impair both physical health and psychosocial functioning. Anorexia nervosa (AN) is an ED characterized by an inability to maintain an adequate, healthy body weight, along with persistent disturbances in eating behavior and body image. AN is a disorder with considerable morbidity and mortality, with a weighted annual mortality rate of 5 per 1,000 person-years. Although AN can resolve acutely, many patients relapse soon after weight-restoring treatment and more than half of patients with AN show signs of the disorder for years. We believe that aberrant processing of social information is a key component that contributes to the development and maintenance of the disease. We hypothesized that a more negative view of both self and social environment in adolescent AN patients and increased sensitivity to negative social interaction contribute to the pathology of AN. The project followed a cohort of adolescents receiving treatment for AN as well as matched healthy controls (HC) recruited from two clinical sites: Children’s Medical Center Plano and Children’s Hospital of Pennsylvania. Clinical status assessments at baseline, 3 months, and 6 months were assessed through percent expected body weight (%EBW), responses on the 13-point abbreviated eating disorder examination questionnaire (EDEQ-13) and the 25-point abbreviated Revised Child Anxiety and Depression Scale (RCADS-25). Social self-report questionnaires at the three timepoints included an abbreviated 14-point Internal Personal Situational Attribution Questionnaire (IPSAQ), the Rosenberg Trait Self-Esteem Scale (RSES), and the Social Reward Questionnaire (SRQ). AN adolescents had significantly lower %EBW compared to HC (M = 80.28, M = 101.77, p &lt;0.0001). Total EDEQ-13 scores at baseline were also significantly higher in the AN group compared to HC (M = 2.95, M = 1.40, p = 0.0003). The RSES score was significantly lower in the AN group compared to HC (M = 22.22, M = 30.62, p = 0.0038) and of the five subscale scores of the SRQ, the AN group had significantly higher scores for prosocial interactions compared to HC (M = 28.67, M = 26.39, p = 0.0362). Responses to these selected social questionnaires suggest that AN adolescents have lower global self-esteem and a tendency towards self-blame in negative social scenarios compared to their HC. Additionally, the AN group had a significantly higher SRQ prosocial interactions sub-scale score when compared to their healthy counterparts, reflecting a value of fairness and equality in social interactions.

AMA Research Challenge 2024 

Self-concept and Social Processing in Adolescents with Eating Disorders

RO-MAN 2021's theme is trustworthiness and cooperation. We chose this term well before the pandemic put the world on edge and added a new reason for us to question our own personal safety when in the company of others. But what about in the company of social robots? What would cause us to trust, or not trust, them? How do we as researchers create that feeling, that critical component of any relationship? With social robots, it is of course largely in our power to design the physical form, the control code and the interface software to maximize trustworthiness, facilitate cooperation and enhance the quality of human-robot interaction. This theme also touches upon people's expectations and perceptions of robots, as well as other social, cognitive and cultural factors that will influence human-robot interactions. We will have a special session/track on this topic, invite targeted submissions and include plenary speakers who are specialist in this area. We sincerely hope that this focus will help enlighten the design-thinking of all of us as we fabricate and program our own various systems.

To access RO-MAN Virtual 2021, [please register here.](https://ro-man2021.org/registration/)

IEEE RO-MAN 2021

RO-MAN 2021's theme is trustworthiness and cooperation. We chose this term well before the pandemic put the world on edge and added a new reason for us to question our own personal safety when in the company of others. But what about in the company of social robots? What would cause us to trust, or not trust, them? How do we as researchers create that feeling, that critical component of any relationship? With social robots, it is of course largely in our power to design the physical form, the control code and the interface software to maximize trustworthiness, facilitate cooperation and enhance the quality of human-robot interaction. 

Eating disorders (ED) are a group of psychiatric conditions that impair both physical health and psychosocial functioning. Anorexia nervosa (AN) is an ED characterized by an inability to maintain an adequate, healthy body weight, along with persistent disturbances in eating behavior and body image. AN is a disorder with considerable morbidity and mortality, with a weighted annual mortality rate of 5 per 1,000 person-years. Although AN can resolve acutely, many patients relapse soon after weight-restoring treatment and more than half of patients with AN show signs of the disorder for years. We believe that aberrant processing of social information is a key component that contributes to the development and maintenance of the disease. We hypothesized that a more negative view of both self and social environment in adolescent AN patients and increased sensitivity to negative social interaction contribute to the pathology of AN. The project followed a cohort of adolescents receiving treatment for AN as well as matched healthy controls (HC) recruited from two clinical sites: Children’s Medical Center Plano and Children’s Hospital of Pennsylvania. Clinical status assessments at baseline, 3 months, and 6 months were assessed through percent expected body weight (%EBW), responses on the 13-point abbreviated eating disorder examination questionnaire (EDEQ-13) and the 25-point abbreviated Revised Child Anxiety and Depression Scale (RCADS-25). Social self-report questionnaires at the three timepoints included an abbreviated 14-point Internal Personal Situational Attribution Questionnaire (IPSAQ), the Rosenberg Trait Self-Esteem Scale (RSES), and the Social Reward Questionnaire (SRQ). AN adolescents had significantly lower %EBW compared to HC (M = 80.28, M = 101.77, p <0.0001). Total EDEQ-13 scores at baseline were also significantly higher in the AN group compared to HC (M = 2.95, M = 1.40, p = 0.0003). The RSES score was significantly lower in the AN group compared to HC (M = 22.22, M = 30.62, p = 0.0038) and of the five subscale scores of the SRQ, the AN group had significantly higher scores for prosocial interactions compared to HC (M = 28.67, M = 26.39, p = 0.0362). Responses to these selected social questionnaires suggest that AN adolescents have lower global self-esteem and a tendency towards self-blame in negative social scenarios compared to their HC. Additionally, the AN group had a significantly higher SRQ prosocial interactions sub-scale score when compared to their healthy counterparts, reflecting a value of fairness and equality in social interactions.

poster

Welcome to the **largest national, multi-specialty research** event featuring research from more than 750 medical students, residents, fellows, and international medical graduates.

Use the buttons below or navigation menu to access the event.
 

[![](https://assets.underline.io/markdown_image/1/image/20e1e77aa954efeac7a15d84c85eb383.jpg)](https://underline.io/events/468/sessions?searchGroup=all)
 
[![](https://assets.underline.io/markdown_image/1/image/068522d81aca0b68a369787c7dfccd1b.jpg)](https://underline.io/events/468/posters?searchGroup=all)
 
[![](https://assets.underline.io/markdown_image/1/image/d3971ece79d5e5575b178bdc2c8bbfae.jpg)](https://underline.io/events/468/help-desk)
 

#### Event Details

The 2024 American Medical Association Research Challenge includes a poster symposium hall and a semifinals hall with the top scored research. **Log in at any time throughout the event to:**

* **View posters and presentations** on a variety of topics and specialties
* **Score posters in the semifinals** to help decide the top five finalists (AMA member exclusive opportunity)
* **Connect with participants** and provide feedback to help advance their research

At the conclusion of this event, the AMA will announce the top five finalists who will advance to the AMA Research Challenge finals, present their research to an elite panel of judges, and compete to win a $10,000 grand prize presented by Laurel Road. 

### Grand Prize Sponsor

AMA would like to thank Laurel Road for sponsoring a $10,000 grand prize for the winner of the AMA Research Challenge. Laurel Road is not involved in winner selection process. The winner will be announced on February 20, 2025 during the AMA Research Challenge finals. Payment of the grand prize will be directly from Laurel Road. See the AMA Research Challenge Official Rules for terms and conditions.

[![](https://assets.underline.io/uploads/markdown_image/1/image/611e331d4a0eba0920f240cfc04b4d77.png)](https://www.laurelroad.com/)

You need to log in with the email address you registered with. Access credentials have been sent to your email. 

Please be sure to check your spam and other email folders if you do not see an email confirmation right away.

Please log in to explore this event.

**There is no registration fee for this event! **

If you have used the AMA Research Challenge platform previously, please click the ‘Log-in’ button below. If you do not remember your password, please click “forgot password” and follow prompts to reset your password. After resetting your password, please refresh your webpage to access the platform.

Register to explore research in a variety of topics. AMA members get exclusive access to score posters in the semifinals. 

**Please use this link [here](https://www.ama-assn.org/member-benefits/events/ama-research-challenge) to register for free.**

Registration Is Required

Join the AMA Research Challenge poster symposium and semifinals to explore top research posters and score posters in the semifinals (an AMA member exclusive opportunity).

Objectives: To assess if adolescent suicide in the United States changed with the onset of the COVID-19 pandemic, and if there are significant differences between demographics.
Hypothesis: Adolescent suicides in the US increased during the COVID-19 pandemic.
Methods: We analyzed national mortality data from the Centers for Disease Control and Prevention, National Center for Health Statistics, public database for adolescents (age 10-19) from January 2018 until December 2022. Monthly numbers of suicides (per 100,000 individuals) were extracted and stratified based on sex, race, and region of residency in the United States. Data were analyzed using fisher's exact test, Chi square test, Z-test, and correlation analysis to look for associations between groups.
Results:
Of the 14139 adolescent suicides per 100,000 individuals, in the 60 months analyzed, there were no significant differences in the total rate of suicides prior to and during COVID (z = 0.358, p = 0.358). However, suicide of Black adolescents increased (z = 4.157, p = 0), which correlated with Black adolescent all-cause mortality (r (59) = 0.41, p = 0.001), and with suicide of all Black individuals (r (59) = 0.43, p = 0.001). In contrast, suicide rates for White adolescents (z = -2.23, p = 0.025) and adolescents living in the Midwest (z = -2.21, p = 0.027) decreased.
Conclusions:
Although the rate of adolescent suicides did not change significantly during the COVID pandemic, suicides of White teens and Midwestern adolescents decreased, whereas Black adolescent suicides increased over the same period. This increase in suicide rate among Black teens was associated with increased all-cause mortality of Black adolescents and suicide rates of all Black individuals during the pandemic. While there has been an increase in access to and acceptance of mental health care recently, we need more tailored anti-suicide strategies to address the disparities faced by communities of color and specifically Black adolescents. 
Limitations:
Study limitations include data obtained, which are per 100,000 individuals, likely underestimating the true numbers of suicides and deaths. Moreover, as there have been multiple events and unmeasured factors that occurred during the COVID-19 pandemic, the study cannot identify specific causes resulting in the suicide and death rates.

White and Midwestern Adolescents Show Fewer Suicides than Black Adolescents During the COVID19 Pandemic When Compared to PrePandemic Numbers

Diffuse Alveolar Hemorrhage: Importance of Early Recognition and Treatment

Granulomatosis with Polyangiitis (GPA) is a small-vessel vasculitis classically associated with focal necrotizing vasculitis, necrotizing glomerulonephritis, and necrotizing granulomas in the lungs and upper airway. GPA can be classified as limited or severe. Those with severe disease were older at disease onset, had a higher likelihood of diffuse alveolar hemorrhage (DAH), and had a higher probability of previous thyroid disease. Common presentations of this disease are chronic sinusitis and perforation of the nasal septum, hematuria with red cell casts, cough, hemoptysis, and dyspnea. Renal involvement occurs in 77-85% throughout the disease course, while DAH occurs in 5-45% of patients. DAH is characterized by bleeding into the alveoli. It has a high mortality rate and requires supportive treatment and aggressive treatment of GPA.

We present the case of a 69-year-old male, who presented to the emergency department with generalized weakness and hematuria. The weakness progressed over several months to the point where the patient was fatigued and dyspneic with minimal exertion. The patient was found to have atrial fibrillation and renal insufficiency (creatinine of 3.6 with unknown baseline) and was admitted for further workup. Over the next few days, his renal function deteriorated (creatinine maximum: 8.2). The patient developed progressive dyspnea associated with hemoptysis and acute hypoxic respiratory failure. Chest x-ray (CXR) demonstrated pulmonary vascular congestion. The patient was started on broad-spectrum antibiotics on 1/1/24 and transferred to the ICU and hemodialysis was initiated. Repeat CXR showed no improvement after dialysis. The patient’s status deteriorated requiring intubation, vasopressors, and amiodarone. Workup revealed c-ANCA positivity and he was transferred to a referral center. Bronchoalveolar lavage revealed DAH secondary to GPA. The patient was treated with high-dose pulsed steroids (1 g Solumedrol, 5-day course) and transitioned to 80 mg prednisone. He was also started on cyclophosphamide. After 9 days the patient was extubated. Hemoglobin counts rebounded to 8.4-9 from previous levels of 6.9.

DAH is a rare but serious consequence of GPA associated with a mortality rate of 35-50%. Nearly two-thirds of patients require mechanical ventilation, and kidney involvement was not predictive of respiratory failure. Treatment focuses on supportive measures as well as treating the GPA. Current treatment includes high-dose pulsed steroids and rituximab or cyclophosphamide. Plasma exchange may be necessary. Long-term rituximab has also been shown to achieve higher remission rates than cyclophosphamide. Early recognition and initiation of treatment provide the best chances for survival.

Diffuse Alveolar Hemorrhage: Importance of Early Recognition and Treatment

Abstract Title
Effect of Metformin on N3 and REM Sleep of Medicare Patients Compared to Non-Medicare Patients

Background
During N3, or slow-wave sleep, the body repairs itself, while REM sleep is associated with memory consolidation and brain health. Metformin, a first line treatment for type 2 diabetes mellitus (T2DM), has been reported to cause insomnia and sleep disturbances. In the US, Medicare and Medicaid are forms of public health insurance available to patients who are elderly, disabled, or financially limited. Our study examines the impact of Metformin on sleep architecture in patients with public and private health insurance.

Methods
Overnight polysomnography was performed on 27 diabetic patients taking Metformin. Patients underwent six channel EEG, Electrooculogram, Electromyogram EKG, pulse oximetry, respiratory and flow monitoring. Sleep staging was performed using AASM guidelines, verified by a physician. Age, gender, BMI, insurance, and medication data were collected. N1, N2, N3 and REM sleep stage data were analyzed, and total sleep time (TST) was calculated as the sum duration of N1, N2, N3, and REM sleep. 22% of patients on Metformin had Medicare (Medicare), 22% had Medicaid (Medicaid), and 56% had private insurance (PI).

Results
Among Medicare, the mean duration of N3 was 6.28% of TST (+ 0.362% SD) and the mean duration of REM sleep was 1.57% of TST (+ 0.134% SD). Among PI and Medicaid, the N3 sleep duration was 17.5% of TST (+ 1.35% SD), and REM sleep duration was 8.84% of TST (+ 0.417% SD). Both N3 (p<0.00201) and REM (p<0.00081) sleep duration were significantly longer in non-Medicare patients.
Among Medicare and Medicaid, the duration of N3 was 10.6% of TST (+ 0.698% SD), and the duration of REM sleep was 6.42% of TST (+ 0.528% SD). Among PI, N3 sleep duration was 18.4% of TST (+ 1.64% SD), and REM sleep duration was 7.87% of TST (+ 0.394% SD). N3 (p<0.0343) sleep duration was significantly longer in PI.

Conclusion
Medicare diabetic patients taking Metformin exhibit significant declines in both REM and N3 duration when compared to non-Medicare diabetic patients on Metformin. When comparing sleep quality of Medicare and Medicaid patients taking Metformin with that of patients on private insurance on Metformin, the significant decrease in N3 duration persists. Our study is limited by sample size as well as patient demographics in Southern California. Nevertheless, our results suggest a link between Metformin usage, sleep quality, and healthcare accessibility, prompting future research.

Effect of Metformin on N3 and REM Sleep of Medicare Patients Compared to Non-Medicare Patients

Background
β-Blockers are used widely in outpatient care for chronic disease, but little is known about therapy changes with septic shock. We sought to characterize the epidemiology of β-blocker therapy during and after septic shock among patients administered chronic β-blocker therapy in the year prior to hospitalization.

Methods
We studied electronic health records of patients who received outpatient b-blocker therapy in the 12 months prior to hospitalization at 12 UPMC hospitals from 2010 to 2014. Eligible patients were adults (age ≥ 18 years) with septic shock, defined using modified Sepsis-3 criteria. Demographics, biomarkers, β-blocker and vasopressor administration were abstracted for 14 admission days. Patients were stratified as those who, during the hospital stay, were administered β-blockers daily (“continued”), had chronic therapy stopped for more than 24 hours with or without restart (“held”), or never received β-blockers (“discontinued”). Descriptive data were compared using the Kruskal-Wallis test or c2 test, as appropriate.

Results
Of 22,208 patients, 3,748 were hospitalized with septic shock and received chronic β-blockers (mean age 67 ± 14 years, 56% male, 87% White), of which 405 (11%) continued therapy, 2,025 (54%) held therapy, and 1,317 (35%) discontinued therapy during their hospital stay.
Patients in whom β-blockers were discontinued had greater SOFA score (continued, median SOFA 8.0 (IQR: 6.0-11.0); held, median SOFA 8.0 (IQR: 6.0-11.0); discontinued, median SOFA 10.0 (IQR: 7.0-12.0); p<0.001), while first-measured biomarkers, such as serum lactate, troponin, and platelets, were similar across groups.
Among patients with β-blockers held, 50% of patient-days were on β-blockers alone, 22% on vasopressors alone, 7% on both, and 22% on neither. 92% of patients restarted β-blocker therapy with a median time of 4 days from admission (IQR: 2-6 days).
In-hospital mortality was 17% if β-blockers were continued, 16% if held, and 41% if discontinued (p<0.001). Among 1,908 patients who survived 6 months after septic shock, 89% received outpatient β-blockers--most often those with inpatient β-blockers continued (95%) or held (94%) versus those discontinued (74%; p<0.001).

Conclusion
In a multicenter cohort study of septic shock patients who received chronic β-blocker therapy, most patients had therapy discontinued or held during hospitalization. Among those with β-blockers held, inpatient prescribing was variable, overlapped with vasopressor use, and resumed, on average, four days after admission; nearly all patients restarted β-blocker therapy in the 6 months post-hospitalization. With increasing use of β-blockade for chronic disease, variable inpatient prescribing for septic shock necessitates optimizing adrenergy to improve resuscitation outcomes.

Epidemiology of β-Blocker Use Among Critically Ill Patients During and After Septic Shock

Background: Painful inspiration due to rib fractures impairs one’s ability to cough and deep-breathe thus diminishing their ability to clear respiratory secretions and debris resulting in the development of pneumonia and atelectasis. Pneumonia remains a common complication of rib fractures in those aged 65 and older with a 22% mortality rate. This study aims to define the risk factors, onset, and duration of pulmonary decline in trauma patients with isolated rib fractures.

Methods: This was a single center retrospective research study done at a Level I tertiary care Trauma center. The study had 483 patients aged 18 and older who sustained rib fractures between January 2017 and September 2022. 171 (35.4%) were escalated to a critical care unit; intensive care unit (ICU) or Step-down-unit, while the remaining 312 (64.6%) did not. Descriptive statistics were presented in the form of median and interquartile range (BMI) or frequencies and percentages (all other variables). Unadjusted associations between each potential predictor and service escalation were assessed using the Wilcoxon-Mann-Whitney test (BMI) and chi-square tests. A logistic regression was fit with service escalation as the dependent variable and nearly all the demographics, comorbidities, and medications as independent variables.

Results: A history of chronic obstructive pulmonary disease was more common in the escalated group 21.1% (n = 36), versus in the non-escalated group 12.8% (n = 40) at p = 0.025. Also, 25.7% (n = 44) of those in the escalated group were taking an anticoagulant, compared to 14.7% (n = 46) of those in the non-escalated group (p = 0.004). Most (90.1%, n = 154) were transferred to the ICU within the first 20 hours. An additional 4.1% (n = 7) were transferred within the first 30 hours, while less than 6% (n = 10) took longer to be transferred. Having an incentive spirometry above 1,000 significantly reduced the odds of escalation by nearly 95%, OR = 0.054 [0.029, 0.097], p < 0.001. Having a history of chronic obstructive pulmonary disease more than doubled the odds of transfer to the intensive care unit, OR = 2.447 [1.286, 4.688], p = 0.007.

Conclusion: Pulmonary decline following rib fractures can last for 20 to 36 hours after injury, for which the biggest risk factors are an admission incentive spirometry of less than 1,000 mL and a history of chronic obstructive pulmonary disease.

Predictors of Pulmonary Decline in Patients with Isolated Rib Fractures

Background
Preserved ratio impaired spirometry (PRISm) and abnormal serum insulin-like growth factor 1 (IGF-1) levels are both associated with cardiopulmonary disease, diabetes, and mortality. However, the relationship between PRISm and serum IGF-1 levels is unclear and investigated in this study.

Methods
Wave 4 (2008/2009) of the English Longitudinal Study of Ageing (ELSA), a large representative sample of adults 50 years and older in England, was analyzed. Participants were categorized into three pulmonary function groups: normal spirometry (NS) (FEV1/FVC≥0.7 and FEV1≥80% predicted), PRISm (FEV1/FVC≥0.7 and FEV1<80% predicted), and airflow obstruction (AO) based on Global Initiative for Chronic Obstructive Lung Disease (GOLD) criteria (FEV1/FVC<0.7). Serum IGF-1 levels were first collected in Wave 4. Multivariable linear and logistic regression were used to examine the association between the pulmonary function groups and serum IGF-1 levels. Models adjusted for age, sex, body mass index, race/ethnicity, education, occupation, smoking status, alcohol use, pulmonary medications, respiratory infection, asthma, heart disease, diabetes, hypertension, hypercholesterolemia, stroke, cancer, and physical activity level.

Results
5390 participants were included: 3246 (60.2%) NS, 667 (12.4%) PRISm, and 1477 (27.4%) AO. The mean serum IGF-1 level was 15.9 nmol/L overall, and 16.1 nmol/L, 15.2 nmol/L, and 15.8 nmol/L in the NS, PRISm, and AO groups, respectively. In multivariable linear regression, compared with NS, PRISm was associated with lower serum IGF-1 levels (-0.64 [95% CI -1.12 to -0.16], p=0.009). In multivariable logistic regression, PRISm was associated with higher odds of membership in the lowest serum IGF-1 quartile (OR 1.36 [95% CI 1.13, 1.64], p=0.001). The association was stronger in men compared with women.

Conclusions
PRISm was significantly associated with lower serum IGF-1 levels after adjusting for various potential confounders. More studies are needed to explore this association, elucidate mechanistic pathways, and understand the potential clinical significance of this finding.

Serum insulin-like growth factor 1 (IGF-1) levels in preserved ratio impaired spirometry (PRISm)

Abstract Title
The Impact of Altered Mental Status on Intensive Care Unit Outcomes: A Retrospective Cohort Study

Background
Altered Mental Status (AMS) ranges from confusion to coma and is frequently encountered in patients admitted to the Intensive Care Unit (ICU). Etiologies include metabolic disturbances, neurological insults, and systemic illnesses. The precise impact of AMS on in-ICU mortality remains an area of ongoing research, necessitating comprehensive evaluation and elucidation. The objective of our study was to identify significant patterns and outcomes associated with the presence of AMS upon initial Emergency Department (ED) presentation to better inform ICU management and enhance patient care.

Methods
A retrospective cohort study was conducted using patient data from the Northwell Health network, focusing on adult ICU admissions between July 1, 2022, and July 1, 2023. The study included 21,900 unique patients. The primary variables were AMS presence and in-ICU mortality, both recorded as binary outcomes. Descriptive statistics were analyzed for patient demographics and clinical characteristics, including gender distribution and racial composition. The association between AMS and in-ICU mortality was tested using a Chi-square test of independence, with statistical significance set at p < 0.05. The impact of AMS on ICU and hospital stays, treatments (steroids and vasopressors), and acute renal failure incidence was further assessed using Chi-square tests with relative risks and 95% confidence intervals calculated.

Results
Patients with AMS experienced longer ICU and hospital stays, averaging 144.3 hours in the ICU and 13.6 days in the hospital compared to 111.3 hours and 10.1 days for those without AMS, respectively. Patients with AMS were more likely to receive steroids, χ2(1, N = 21,900) = 40.0, p < .001, RR = 1.13, 95% CI [1.08, 1.18]. They were also more likely to be on vasopressors, χ2(1, N = 21,900) = 98.2, p < .001, RR = 1.24, 95% CI [1.18, 1.31], and to develop acute renal failure, χ2(1, N = 21,900) = 53.1, p < .001, RR = 1.15, 95% CI [1.10, 1.20]. The Chi-square test demonstrated a significant association between AMS and in-ICU mortality, χ2(1, N = 21,900) = 111, p < .001, RR = 1.13, 95% CI [1.10, 1.17]. 

Conclusion 
AMS presence was significantly associated with longer ICU and hospital length of stay, more frequent need for vasopressors and steroids, a higher occurrence of acute renal failure, and increased in-ICU mortality rates. These findings underline the importance of AMS as a prognostic indicator in ICU settings and stress the need for increased awareness and proactive management of AMS to potentially improve patient outcomes in the ICU.

The Impact of Altered Mental Status on Intensive Care Unit Outcomes: A Retrospective Cohort Study

Background
Multiple studies have demonstrated the predictive value of machine learning-based radiomic approaches to CT imaging in colorectal cancer microsatellite instability (MSI) status diagnosis. This study aimed to identify and formulate potential CT-based imaging characteristics available to the general radiologist without access to radiomics, to differentiate MSI status amongst colorectal cancer tumors.


Methods
109 patients with an average age of 61 years (58 male, 51 female) who were diagnosed with MSI-positive colorectal adenocarcinomas between 2011 and 2018 and received imaging at Banner MD Anderson Cancer Center. This was a retrospective analysis where various imaging features of the primary mass and metastasis were analyzed, including location, size, attenuation (compared to the liver and metastases, if present), growth pattern, tumor margin, primary mass area, and mesenteric infiltration. This data was compared with tumor biopsy MSI staging to identify correlations. Patient information (age, sex, tumor staging) was obtained from medical records. Statistical analysis was performed using chi-square, t-test, and Mann-Whitney U tests.

Results
Five tumor characteristics showed a statistically significant relationship with MSI status. Clinical staging differed significantly between MSI groups (p=0.012). CRC tumors with distant metastasis are more likely to be MSI-L, and those with regional metastasis are more likely to be MSI-H (p<0.001). Primary mass area was larger in the MSI-H group compared to the MSI-L group (p<0.001). CRC tumors in the left colon are more likely to be MSI-L, while those in the right colon are more likely to be MSI-H (p<0.001). MSI-H samples had a lower primary tumor Hounsfield Units standard deviation (SD) than MSI-L samples (p=0.002).
Mesenteric infiltration showed no significant difference (p=0.189). Both MSI-L and MSI-H were likely to be well-defined, with no statistical difference in definition (p=1.000). They were also likely to be homogenous, with no statistical difference in homogeneity (p=0.498). Both MSI groups were more likely to exhibit mucosal rather than mass-like growth, with no statistical difference in growth type (p=0.127). The distribution of Mean Primary Tumor Hounsfield Unit: hyperdense region and mean Liver Hounsfield Unit was the same across MSI categories (p=0.162 and p=0.105, respectively). Both MSI-L and MSI-H were more likely to be hypoattenuating, with no significant relationship between tumor enhancement and MSI status (p=0.376).

Conclusion
Multiple CT imaging characteristics were relevant in predicting the classification of MSI in CRC tumors, holding potential clinical relevance in guiding individualized therapy. While these results were statistically significant, more research must be done to validate these findings.

A Retrospective Study of Colorectal Cancer CT Imaging Features Involving Microsatellite Instability (MSI)

Background 
Cryoablation of acetabular bone lesions risks femoral head osteonecrosis and chondrolysis due to ablation zone propagation through the joint. Traditional thermal insulation methods with gases and fluids are inadequate as they fill the joint recess around the neck. A prior case report suggested hip distraction during acetabular cryoablation can prevent femoral head osteonecrosis. This study utilized a cadaveric model to simulate cryoablation propagation and assess the effectiveness of hip joint distraction for thermal protection. 

Methods 
A cadaver model was used to replicate hip joint distraction during acetabular cryoablation. Three conditions were compared: no intervention (control), intra-articular fluid injection, and hip distraction. The cadaver, warmed to body temperature, underwent 15 pounds of traction to create an 8mm distraction distance. A thermocouple probe placed in the femoral head recorded temperatures every minute during a 10-minute cryoablation treatment. The procedure, using a cryoprobe advanced through a coaxial needle under CT fluoroscopic guidance, simulated a previous case report. 

Results 
Linear regression analysis showed slopes of -1.47, -1.40, and -0.33 for control, liquid, and distraction conditions, respectively. F-tests indicated significant temperature variance differences between control vs. distracted (p<0.0001) and control vs. liquid (p<0.0001), but not between liquid and distraction (p=0.45). The distraction condition maintained a more stable temperature than both the liquid-injected and control conditions. 

Conclusion 
Osteonecrosis and chondrolysis are common complications of cryoablation due to inadequate insulation of the femoral head and acetabulum. This cadaveric study validates hip distraction as a protective method from thermal injury during cryoablation.

Cadaveric Simulation for Hip Protection in Acetabular Tumor Cryoablation

Title: Diagnostic Breast Imaging Performance in Pregnant and Lactating Patients
Purpose: This study aimed to retrospectively assess the diagnostic accuracy of combined mammography and ultrasound (MG+US) in pregnant and lactating women, utilizing the largest sample size to date.
Materials and Methods: A retrospective chart review from January 2013 to June 2024 included pregnant or lactating women who underwent breast imaging at UW Health. Imaging results were classified as true positive, false positive, true negative, or false negative. Reference standards included biopsy or ≥2 years of follow-up for benign cases. The primary outcomes were sensitivity and specificity of MG+US. BI-RADS 3 (probably benign) rates, follow-up adherence, and comparison of BI-RADS 3 utilization between ultrasound alone and MG+US were analyzed using a Z-test for two proportions.
Results: Of 1,000 patients, 756 were lactating and 251 were pregnant, and 7 received additional postpartum imaging. Of the 497 mammograms performed, 57.1% showed extremely dense tissue. The most common symptom prompting imaging was a palpable lump. Fourteen patients were diagnosed with pregnancy-associated breast cancer (PABC), with 13 initially categorized as BI-RADS 4 or 5 by MG+US and 1 by ultrasound alone. BI-RADS 3 recommendation rates were 14% in pregnant patients (71% follow-up adherence) and 12% in lactating patients (62% follow-up adherence). Diagnostic MG+US had 100% sensitivity (13/13), 85% specificity (308/363), 19% positive predictive value (13/63), and 100% negative predictive value (308/308). 
Conclusion: Our study demonstrates that diagnostic breast imaging in pregnant and lactating women is effective and accurate in detecting PABC and should not be delayed. Reduced BI-RADS 3 utilization rates when MG+US is used, compared to ultrasound alone, highlights the added value of mammography in providing a more comprehensive and efficient diagnostic strategy in this patient population. EMR patient reports revealed persistent hesitancy among patients and clinicians about using diagnostic mammography during pregnancy, highlighting the need for clearer communication about its safety. This study contributes to breast imaging research by underscoring the importance of evidence-based imaging algorithms, thereby improving outcomes for pregnant and lactating patients. 
Clinical Relevance: The reduction in BI-RADS 3 utilization with combined mammography and ultrasound helps minimize unnecessary follow-ups and alleviates patient anxiety in pregnant and lactating women. Although combined imaging modalities are generally not recommended for women under 30, revisiting diagnostic imaging protocols for this special population could enhance diagnostic accuracy and improve patient outcomes. Promoting education on safe, evidence-based imaging practices is essential for better management of breast concerns in these patients.


Premium content

Next from AMA Research Challenge 2024

White and Midwestern Adolescents Show Fewer Suicides than Black Adolescents During the COVID19 Pandemic When Compared to PrePandemic Numbers

Similar lecture

Towards a context-based Bayesian recognition of transitions in locomotion activities