Citations

530 Background: Robust biomarkers are needed to personalize treatment in early stage HER2-positive breast cancer. The TBCRC026 trial (n=83) demonstrated that early metabolic changes on FDG-PET/CT [>40% decline in SULmax at day 15 post treatment initiation (C1D15); C1D15 SULmax] were associated with response to neoadjuvant trastuzumab/pertuzumab (HP), without chemotherapy, in an ER-negative, HER2-positive cohort (NCT01937117). We investigated the association of RNA sequencing (RNAseq)-based gene expression signatures (GES) at baseline and on-treatment (C1D15), with early metabolic change on PET/CT and clinical outcomes. Methods: RNAseq (664 GES) was performed on baseline (n=56) and C1D15 (n=31) tumor biopsies (25 paired samples available). Association with pCR following HP (secondary), PET/CT parameters and survival (exploratory) was studied. Gene expression changes between baseline and C1D15 samples were tested by Wilcoxon signed-rank test. Association between GES and PET/CT parameters and GES with pCR were evaluated using logistic regression models. Cox regressions were performed to study the association between PET/CT SULmax at C1D15 and a B cell signature and relapse-free survival (RFS). The likelihood ratio test was used to compare the prognostic ability of two nested Cox models. Results: Both RNAseq and clinical outcomes were available in 53/83 patients. HER2-enriched (HER2-E) intrinsic subtype comprised 71% (40/56) of cases at baseline and 61% (19/31) at D15; basal subtype for 27% (15/56) and 39% (12/31), respectively. pCR rate was 19% (10/53) with all but one exhibiting HER2-E subtype. One basal-like sample underwent pCR, with downregulation of HER2 amplicon and IgG signatures slightly more prominent. Gene expression changes from baseline to C1D15 were analyzed; ERBB2was downregulated after HP (p = 0.007), B cell signatures, CD4, CD8, natural killer cells and Treg cells were significantly upregulated at C1D15. GES associated with 40% decline in SULmax at C1D15 included ERBB2 amplicon genes ( ERBB2, GRB7) and correlation to the HER2-E subtype, whereas basal-like signatures were significantly associated with lack of response on PET at C1D15. Univariate logistic regression analysis suggested that FOS-JUN, fibroblast and B cell GES at baseline were significantly associated with pCR (p=<0.05). Finally, the addition of a B cell signature improved the prognostic value of C1D15 SULmax on PET/CT for RFS (p < 0.05). Conclusions: In this unique cohort with ER-negative, HER2-positive breast cancer treated with neoadjuvant HP without chemotherapy, HER2-E tumors and those with increased immune signaling were more likely to respond to HER2-directed therapy. Combining C1D15 SULmax on PET/CT and a B cell signature provided improved prognostic information and should be further explored as candidate biomarkers in this setting. Clinical trial information: NCT01937117 .

513 Background: Adjuvant endocrine therapy (AET) improves overall survival (OS) in patients (pts) with hormone receptor (HR) positive early-stage breast cancer (BC). For pts with estrogen receptor (ER)-low BC (defined as ER 1-10%), there is controversy regarding AET benefit, given tumor heterogeneity (>40% basal; (1)), and similar chemotherapy response and prognosis to ER-negative (neg) BC. Current guidelines categorize ER-low BC as a separate entity and suggest equipoise regarding AET benefit. We previously determined that AET omission in chemotherapy-treated pts with ER+ BC resulted in a nearly 2-fold increase in death (2). However, the impact of AET omission in patients with ER-low BC is unknown. Methods: Beginning in 2018, the National Cancer Database (NCDB) began to abstract ER as a continuous variable, allowing classification of ER+ tumors as 1-10% or >10%. Therefore, we queried the NCDB 2018-2020 for patients with stage I-III ER+BC treated with neoadjuvant or adjuvant chemotherapy, as these pts have the highest risk of recurrence. ER was assessed as ER-neg (0%), low (1-10%) and ER >10%. OS was analyzed with AET as a time-dependent covariate using Cox proportional hazards regression. Results: 357,085 pts with stage I-III ER+BC were identified, with 10,396 (3%) classified as ER-low. Among pts with ER-low disease, 69% had PR-neg BC and 67% had HER2-neg BC. The majority (77%) were treated with chemotherapy (32% neoadjuvant, 44% adjuvant, 1% unknown timing) and formed our analysis cohort. Among these 7,956 pts, AET was omitted in 3,233 (41%). AET omission was more common for pts with tumors that were PR-neg vs positive (46% vs 30%, p<0.001), HER2-neg vs positive (44% vs 37%, p<0.001), and Ki67≥20% (44% vs 35%, p<0.001). With median follow-up of 3 years, 648 deaths were observed. OS was 94.3% (95% CI: 93.8-94.9%) at 2 years and 87.6% (95% CI: 86.5-88.7%) at 4 years. In unadjusted analysis, omission of AET was associated with worse OS (HR 1.40, 95% CI: 1.19-1.65, p<0.001), with similar effects regardless of PR, HER2, or Ki67 (each interaction test p>0.3). When controlling for age, comorbidity score, year of diagnosis, PR, HER2, and pathologic stage, the adjusted effect of AET omission on OS was HR 1.22 (95% CI: 1.00-1.48, p=0.05). Given assessment of OS was performed during pandemic years, with 1/3 of deaths occurring during the first year of follow-up, we performed a sensitivity analysis to analyze pts who survived to one year after definitive surgery. In this analysis, the adjusted effect of AET omission on OS was 1.24 (95% CI: 1.02-1.51, p=0.03). Conclusions: Omission of AET in pts treated with chemotherapy for ER-low, early-stage BC is associated with significantly worse OS. These data strongly suggest that pts with ER low BC should be counseled regarding the benefit of AET and practice guidelines should recommend AET in this setting. 1. Benefield JNCI 2020. 2. Choong SABCS 2022.

505 Background: SWOG S1007 was a phase 3 randomized trial to evaluate the benefit of endocrine therapy alone (ET) or with chemotherapy (CET) in pts with HR+/HER2- invasive breast cancer with recurrence score (RS) ≤ 25. There was no invasive disease-free survival (IDFS) benefit for CET compared to ET in postmenopausal women However, in premenopausal women CET had an IDFS improvement compared to ET (HR=0.60; 95% 0.43-0.83). The objective was to further refine patient subgroups who benefit from CET, we measured baseline hormone levels in S1007 pts to quantify their menstrual status by serum hormone levels and associated clinical outcomes. Methods: Serum estradiol (E), progesterone (P), follicular stimulating hormone (FSH), luteinizing hormone (LH), anti-Müllerian hormone (AMH), and inhibin B (IB) were assessed on baseline serum samples from 1,015 pts who self-reported being premenopausal and age < 55. Magnetic fluorescent bead-based immunoassays ( i.e., Luminex assays) or colorimetric ELISAs were performed at the Biomarker Discovery Laboratory at the University of Kansas Medical Center to measure hormone levels. Associations of the markers (both continuous and dichotomized) with IDFS and distant relapse-free survival (DRFS) were tested for prognosis and prediction of CET benefit using Cox regression. Results: Single baseline measurement of IB, P, E, LH, FSH, or combination of E/LH/FSH, was not prognostic for IDFS or predictive for chemotherapy benefit. However, AMH levels (≥10 pg/mL) showed significant interaction with chemotherapy benefit (p=0.019), and risk increased with continuous AMH with ET alone, but not CET (p=0.03). Compared to ET alone, CET was beneficial in the 79% of premenopausal patients with AMH levels ≥10 pg/mL, a standard cutoff to define normal ovarian reserve (HR=0.48; 95% 0.33-0.69, adjusting for RS). CET was not beneficial in the 21% with AMH < 10 (HR=1.21; 95% 0.60-2.43). Absolute 5-year IDFS benefit of CET for RS ≤ 25 was 7.8% (95.2%-87.4%) for AMH ≥ 10 vs. -1.7% (89.1%-90.8%) for AMH < 10. DRFS showed a similar pattern with CET benefit in AMH ≥10 pg/mL (5-year DRFS benefit: 4.4%; HR=0.41; 95% 0.25-0.68, adjusting for RS) and no benefit in AMH < 10 (5-year DRFS benefit: -0.9%, HR=1.50; 95% 0.62-3.63). Conclusions: Among self-reported premenopausal patients < age 55, pts with baseline serum AMH levels ≥10 pg/mL showed significant benefit from CET compared to patients with AMH levels <10 pg/mL. AMH levels were a better indicator of CET benefit than self-reported menopause status, age, or E/LH/FSH levels. Use of AMH-based selection of patients may inform who most benefits from the addition of adjuvant chemotherapy to ET. Clinical trial information: NCT01272037 .

Background: Over 30% of patients with COVID-19 have persistent symptoms that last beyond 30 days and referred to as Long COVID. Long COVID has been associated with a persistent elevation in peripheral cytokines including interleukin-6, interleukin-1β, and tumor necrosis factor-α. This study reports cytokine profiles of patients in our clinic across SARS-COV-2 variant epochs. Methods: The clinical cytokine panel was analyzed in patients with Long COVID during periods that were stratified according to variant epoch. The 4 variant epochs were defined as: (1) wild-type through alpha, (2) alpha/beta/gamma, (3) delta, and (4) omicron variants. Results: A total of 390 patients had the clinical cytokine panel performed; the median age was 48 years (IQR 38-59) and 62% were female. Distribution by variant was wild-type and alpha, 50% (n = 196); alpha/beta/gamma, 7.9% (n = 31); delta, 18% (n = 72); and omicron, 23% (n = 91). Time to cytokine panel testing was significantly longer for the earlier epochs. Tumor necrosis factor-α ( P < .001) and interleukin 1β ( P < .001) were significantly more elevated in the earlier epochs (median of 558 days in wild-type through Alpha epoch vs 263 days in omicron epoch, P < .001)). Nucleocapsid antibodies were consistently detected across epochs. Discussion: When stratified by variant epoch, patients with early epoch Long COVID had persistently elevated peripheral pro-inflammatory cytokine levels when compared to later epoch Long COVID. Patients with Long COVID have similar clusters of symptoms across epochs, suggesting that the underlying pathology is independent of the peripheral cytokine signature.

: Cerebral Edema (CE) is the final common pathway of brain death. In severe neurological disease, neuronal cell damage first contributes to tissue edema, and then Increased Intracranial Pressure (ICP) occurs, which results in diminishing cerebral perfusion pressure. In turn, anoxic brain injury brought on by decreased cerebral perfusion pressure eventually results in neuronal cell impairment, creating a vicious cycle. Traditionally, CE is understood to be tightly linked to elevated ICP, which ultimately generates cerebral hernia and is therefore regarded as a risk factor for mortality. Intracranial hypertension and brain edema are two serious neurological disorders that are commonly treated with mannitol. However, mannitol usage should be monitored since inappropriate utilization of the substance could conversely have negative effects on CE patients. CE is thought to be related to bloodbrain barrier dysfunction. Nonetheless, a fluid clearance mechanism called the glial-lymphatic or glymphatic system was updated. This pathway facilitates the transport of cerebrospinal fluid (CSF) into the brain along arterial perivascular spaces and later into the brain interstitium. After removing solutes from the neuropil into meningeal and cervical lymphatic drainage arteries, the route then directs flows into the venous perivascular and perineuronal regions. Remarkably, the dual function of the glymphatic system was observed to protect the brain from further exacerbated damage. From our point of view, future studies ought to concentrate on the management of CE based on numerous targets of the updated glymphatic system. Further clinical trials are encouraged to apply these agents to the clinic as soon as possible.

Abstract Background Anaplastic sarcoma of the kidney (ASK) is a DICER1 ‐related neoplasm first identified as a distinctive tumor type through the evaluation of unusual cases of putative anaplastic Wilms tumors. Subsequent case reports identified the presence of biallelic DICER1 variants as well as progression from cystic nephroma, a benign DICER1 ‐related neoplasm. Despite increasing recognition of ASK as a distinct entity, the optimal treatment remains unclear. Methods Individuals with known or suspected DICER1 ‐related tumors including ASK were enrolled in the International Pleuropulmonary Blastoma/ DICER1 Registry. Additionally, a comprehensive review of reported cases of ASK was undertaken, and data were aggregated for analysis with the aim to identify prognostic factors and clinical characteristics to guide decisions regarding genetic testing, treatment, and surveillance. Results Ten cases of ASK were identified in the Registry along with 37 previously published cases. Staging data, per Children's Oncology Group guidelines, was available for 40 patients: 13 were stage I, 12 were stage II, 10 were stage III, and five were stage IV. Outcome data were available for 37 patients. Most (38 of 46) patients received upfront chemotherapy and 14 patients received upfront radiation. Two‐year event‐free survival (EFS) for stage I–II ASK was 81.8% (95% confidence interval [CI]: 67.2%–99.6%), compared with 46.6% EFS (95% CI: 24.7%–87.8%) for stage III–IV ( p = .07). Two‐year overall survival (OS) for stage I–II ASK was 88.9% (95% CI: 75.5%–100.0%), compared with 70.0% (95% CI: 46.7%–100.0%) for stage III–IV ( p = .20). Chemotherapy was associated with improved EFS and OS with hazard ratios of 0.09 (95% CI: 0.02–0.31) and 0.08 (95% CI: 0.02–0.42), respectively. Conclusion ASK is a rare DICER1 ‐related renal neoplasm. In the current report, we identify clinical and treatment‐related factors associated with outcome including the importance of chemotherapy in treating ASK. Ongoing data collection and genomic analysis are indicated to optimize outcomes for children and adults with these rare tumors.

Abstract Introduction: Recent advancements in artificial intelligence, particularly with large language models like GPT-4Vision (GPT-4V)—a derivative feature of ChatGPT—have expanded the potential for medical image interpretation. This study evaluates the accuracy of GPT-4V in image classification tasks of histopathological images and compares its performance with traditional convolutional neural network (CNN). Methods: We utilized 1515 images, including hematoxylin and eosin staining and tau immunohistochemistry, from patients with various neurodegenerative diseases, such as Alzheimer’s disease (AD), progressive supranuclear palsy (PSP), and corticobasal degeneration (CBD). We assessed GPT-4V’s performance using multi-step prompts to determine how textual context influences image interpretation. We also employed few-shot learning to enhance improvements in GPT-4V’s diagnostic accuracy in classifying three specific tau lesions—astrocytic plaques, neuritic plaques, and tufted astrocytes—and compared the outcomes with the CNN model YOLOv8. Results: GPT-4V accurately recognized staining techniques and tissue origin but struggled with specific lesion identification. The interpretation of images was notably influenced by the provided textual context, which sometimes led to diagnostic inaccuracies. For instance, when presented with images of the motor cortex, the diagnosis shifted inappropriately from AD to CBD or PSP. However, few-shot learning markedly improved GPT-4V’s diagnostic capabilities, enhancing accuracy from 40% in zero-shot learning to 90% with 20-shot learning, matching the performance of YOLOv8, which required 100-shot learning to achieve the same accuracy. Conclusions: Although GPT-4V faces challenges in independently interpreting histopathological images, few-shot learning significantly improves its accuracy. This approach is especially promising for neuropathology, where acquiring extensive labeled datasets is often challenging.