Results Of Chemotherapy Research Articles

Longitudinal Evaluation of FDG Uptake in a Synovial Herniation Pit in 8 Years: Implications for Potential False-Positive PET Findings.

Synovial herniation pit, also known as Pitt's pit, is a benign osseous lesion incidentally seen on imaging studies. Most of them will not show FDG uptake, but some herniation pits could show intense FDG uptake on PET/CT scans mimicking osseous metastasis. Here we report a case of synovial herniation pit in a patient with T-cell lymphoma through 8-year trajectory of FDG PET/CT scans, revealing its changing FDG uptake in relation to chemotherapy and final outcome.

Outcomes of allogeneic hematopoietic stem cell transplantation versus intensive chemotherapy in patients with myeloid sarcoma: a nationwide representative multicenter study.

Myeloid sarcoma (MS) is a rare hematological neoplasm with poor prognosis, posing a significant clinical challenge due to the absence of effective and standardized treatments. We conducted a retrospective analysis of 162 MS patients treated at 12 centers to compare outcomes between intensive chemotherapy and allogeneic hematopoietic stem cell transplantation (allo-HSCT). Our analysis revealed that allo-HSCT demonstrated superior overall survival (OS) within the initial 36 months compared to intensive chemotherapy alone (p = 0.037). However, beyond 36 months (36-60 months), a reverse trend was observed (p = 0.056). Subgroup analysis revealed potential benefit for isolated MS patients with allo-HSCT, but not for those with leukemic MS. Additionally, in patients achieving first complete remission (CR1) after induction chemotherapy, allo-HSCT did not significantly improve 5-year OS compared with intensive chemotherapy alone (p = 0.25). Conversely, allo-HSCT significantly improved 5-year OS in non-CR1 patients (p < 0.001). Notably, HLA-matched HSCT and haploidentical HSCT showed comparable outcomes in terms of OS, disease-free survival, and cumulative incidence of relapse. In conclusion, allo-HSCT improved outcomes for MS patients within 36 months of disease onset, and haploidentical HSCT emerged as a viable treatment option for patients without matched donors.

Premature adoption of adjuvant chemotherapy for locally advanced cervical carcinoma before the OUTBACK trial: cautionary tale on outcomes

ObjectiveThe aim of this study was to investigate the use and outcomes of adjuvant chemotherapy for patients with locally advanced cervical carcinoma receiving definitive chemoradiation.MethodsThe National Cancer Database was accessed,...

Long-term outcomes of induction chemotherapy followed by concurrent chemoradiotherapy and adjuvant chemotherapy for locoregionally advanced nasopharyngeal carcinoma: a retrospective study

BackgroundNasopharyngeal carcinoma (NPC) is a prevalent form of head and neck cancer, particularly in specific regions with a higher incidence. The optimal treatment strategy for locally advanced NPC (stage III and IVA, LA-NPC) involves various combinations of induction chemotherapy (IC), concurrent chemoradiotherapy (CCRT), and adjuvant chemotherapy (AC), each with distinct advantages. This one institutional study aims to retrospectively analysis the efficacy and clinical outcomes of IC with CCRT (IC+CCRT), CCRT with AC (CCRT+AC), and the comprehensive approach of IC followed by CCRT and subsequently AC (IC+CCRT+AC) in the management of LA-NPC.Materials and methodsA total of 352 LA-NPC patients were included: 173 accepted IC+CCRT, 60 received CCRT+AC, and 119 underwent IC+CCRT+AC. The primary endpoints including overall survival (OS) and progression-free survival (PFS), were assessed using the Kaplan-Meier method and log-rank test.ResultsThe median follow-up was 61.2 months (1-216 months). There was no significant difference in 5-year OS and PFS between IC group and no IC group, extending the observation time to 90 months, the OS and PFS were significantly better in IC group than no IC group (OS: 76% vs. 70%,P&amp;lt;0.05; PFS: 76% vs. 71%, P&amp;lt;0.05). Patients with 1, 2, or 3 cycles of IC had higher 5-year OS and PFS than those with more than 3 cycles (1-4 cycles IC OS: 89% vs. 87% vs. 88% vs. 79%, P&amp;lt;0.05; 1-4 cycles IC PFS: 87% vs. 85% vs. 85% vs. 70%, P&amp;lt;0.05). NP regimen demonstrated higher OS and PFS than TP, PF, and TPF regimens (OS: 95% vs. 82% vs. 85% vs. 71%, P&amp;lt;0.05; PFS: 93% vs. 83% vs. 81% vs. 80%, P&amp;lt;0.05). The 5-year OS and PFS were significantly better in AC group than no AC group (OS: 82% vs. 72%, P&amp;lt;0.05; PFS: 81% vs. 69%, P&amp;lt;0.05). In the AC group, there was no differential effect of chemotherapy cycles and chemotherapy regimens on patients’ OS and PFS. In the ThNh group, patients receiving IC+CCRT+AC had higher OS and PFS compared to those receiving IC+CCRT, with no significant difference in the rest (OS: 85% VS 66% P&amp;lt;0.05; PFS: 78% VS 62%, P&amp;lt;0.05).ConclusionCCRT combined with IC or AC could benefit LA-NPC patients. The IC+CCRT +AC regimen was most beneficial for NPC patients with later T and N stages.

Sarcopenia's Role in Neoadjuvant Chemotherapy Outcomes for Locally Advanced Breast Cancer: A Retrospective Analysis.

BACKGROUND Sarcopenia, characterized by loss of skeletal muscle mass and function, is linked to poor outcomes in cancer patients. In breast cancer, sarcopenia has been associated with reduced treatment tolerance and survival. However, its impact on patients with locally advanced breast cancer receiving neoadjuvant chemotherapy is understudied. This study aimed to assess sarcopenia's impact on outcomes in 226 women with advanced breast cancer, pre- and post-chemotherapy. MATERIAL AND METHODS This retrospective cohort study included 226 patients with stage II-III breast cancer who received neoadjuvant chemotherapy (NAC) between 2015 and 2021. Sarcopenia was assessed using psoas muscle area (PMA) from pre- and post-NAC computed tomography scans, with a 25th percentile cut-off (415.4 mm²). Pathological response was evaluated using the Miller-Payne grading system, and survival outcomes were analyzed using Kaplan-Meier curves. Statistical significance was set at P<0.05. RESULTS The mean PMA decreased significantly after NAC (502.8 mm2 to 454.3 mm², P<0.001). Pre-NAC, sarcopenia was present in 24.8% of patients. This increased to 40.7% after NAC. Sarcopenia was more prevalent in obese patients (P<0.001), but no significant association was found between sarcopenia and pathological complete response (pCR) or survival outcomes. Although pre- and post-NAC sarcopenia did not affect recurrence or mortality, non-sarcopenic patients were more likely to achieve pCR (P=0.012). Hematologic toxicity was higher in sarcopenic patients with comorbidities (P<0.05). CONCLUSIONS Sarcopenia significantly increases after NAC but does not independently impact pathological response, recurrence, or survival in locally advanced breast cancer. Obesity and comorbid conditions are key factors influencing sarcopenia, highlighting the need for comprehensive management to mitigate treatment-related sarcopenia.

Multi-Component, Time-Course screening to develop combination cancer therapies based on synergistic toxicity

Clinical trials in cancer are ideally built on a foundation of sound mechanistic rationale and well-validated drug activity in relevant disease models. The screening of approved and investigational drugs in cell-based phenotypic assays can provide evidence of drug activity, but alternative screening paradigms are needed to develop and optimize multidrug combination regimens. Here, we utilize in vitro screening outcomes across a panel of lymphoma cell lines to dissect the activity of four small-molecule drugs (Venetoclax, Ibrutinib, Prednisolone, and Lenalidomide) currently under investigation within ongoing clinical trials in lymphoma. Data from multiple concentration ranges and time points show that synergistic drug combinations promote apoptosis and cytotoxicity responses at concentrations and time points that are consistent with in vivo drug exposures. To fully map the interaction landscape of these agents in relevant cell models, we developed an in vitro assay format that facilitated time-course evaluations involving concurrent multidrug exposure which further highlighted rapid, synergistic apoptosis induction as a central engine for the activity of this multicomponent targeted therapy. In addition to several instances of exceptional drug+drug synergy, the genetically similar diffuse large B cell lymphoma models also displayed substantial heterogeneity in the degree of synergism between drug pairs. A parallel survey of chemotherapies exhibited limited combination benefit, supporting recent findings that multicomponent chemotherapy outcomes are driven by individual drug activity. Collectively, these data demonstrate how in vitro drug screening data can identify multidrug combinations that exploit drug synergy to overcome the functional diversity of human malignancies.

Correlation of the abundance of MDSCs, Tregs, PD-1, and PD-L1 with the efficacy of chemotherapy and prognosis in gastric cancer.

The aim of this study was to investigate the relationship between tumor microenvironment markers (myeloid-derived suppressor cells [MDSCs], regulatory T cells [Tregs], programmed cell death 1 [PD-1], and programmed death ligand 1 [PD-L1]) and chemotherapy efficacy and prognosis in advanced gastric cancer, identifying potential monitoring indicators. Advanced gastric cancer patients' MDSC and Treg expression was measured by flow cytometry pre- and postchemotherapy; PD-1 and PD-L1 expression in cancer tissues was assessed by immunohistochemistry. Correlations with chemotherapy outcomes and prognosis were analyzed. Postchemotherapy reductions in MDSC and Treg levels correlated with chemotherapy efficacy (P <.01). Negative PD-1 and PD-L1 expression in cancer tissues predicted better chemotherapy responses (P <.01). Patients with lower MDSC and Treg levels and negative PD-1 and PD-L1 had significantly longer median progression-free survival (PFS) and overall survival (OS) (P <.05). In advanced gastric cancer, reduced peripheral blood MDSC and Treg levels postchemotherapy and negative PD-1 and PD-L1 expression in tissues are associated with improved chemotherapy efficacy and are independent prognostic factors for PFS and OS.

Dual-responsive nanoparticles for enhanced drug delivery in breast Cancer chemotherapy

Drug delivery efficiency often affects chemotherapy outcome due to dense collagen barrier in tumor environment. Here, we report a nanoparticle capable of pH and glutathione dual-responsive drug delivery to enhance the efficacy of breast cancer chemotherapy. Maleiminated polyethylene glycol and polylactide block copolymer were synthesized as a core material, doxorubicin was encapsulated into the nanoparticle by self-assembly. Thiocollagenase and maleimide were connected on the nanoparticle surface by click chemistry, and further coated with chondroitin sulfate as a protective layer to form dual-responsive doxorubicin nanoparticle. The results showed that the nanoparticle had the ability to penetrate deep tumor tissue, to target on CD44 of cancer cell, and to release doxorubicin in cancer cell in response to pH and glutathione signals, demonstrating superior anticancer efficacy in breast cancer-bearing mice. In conclusion, the dual-responsive nanoparticle could be used as a drug carrier to enhance drug delivery in breast cancer chemotherapy.

Trends and Outcomes of Neoadjuvant Chemotherapy for Clinical Stage T1 Pancreatic Cancer.

Neoadjuvant chemotherapy (NC) for early pancreatic ductal adenocarcinoma (PDAC) remains controversial. We investigate the adoption of NC and its impact on survival in clinical T1 (cT1) PDAC. National Cancer Database (2006-2017) was reviewed for cT1 PDAC. Patients receiving NC and surgery were compared with patients undergoing upfront surgery (US). A total of 5886 patients were included. NC use increased from 4.8% in 2006 to 18.8% in 2017. The NC group (n = 618) versus the US group (n = 5268) had: younger age (66 years vs. 68 years), smaller tumor size (2 cm vs. 2.2 cm), more pancreas head tumors (77% vs. 70.6%), lower lymph-vascular invasion (25.9% vs. 40.6%), and less lymph node positivity (43.6% vs. 54.5%), p < 0.001. Factors associated with receipt of NC were: younger age, recent year of diagnosis, and treatment at an academic program. In the NC group versus the US group, median OS was 35.2 months versus 28.3 months, p < 0.001. Factors associated with improved survival included: well differentiated pathology, R0 surgical margins, and receipt of chemotherapy. In cT1 PDAC, chemotherapy is associated with improved survival. In a surgery-first approach, only 59% of patients receive adjuvant chemotherapy. These data suggest consideration of neoadjuvant therapy for early pancreatic cancer.

Systemic chemokine-modulatory regimen combined with neoadjuvant chemotherapy in patients with triple-negative breast cancer

BackgroundHigher cytotoxic T lymphocyte (CTL) numbers in the tumor microenvironment (TME) predict pathologic complete response (pCR) to neoadjuvant chemotherapy (NAC) and positive long-term outcomes in triple-negative breast cancer (TNBC). pCR...

CTNI-23. DIFFERENT GUT MICROBIOTA COMPOSITION IS ASSOCIATED WITH CHEMOTHERAPY EFFICACY IN PATIENTS WITH DIFFERENT TYPES OF CENTRAL NERVOUS SYSTEM CANCER

Abstract BACKGROUND The relationship between central nervous system cancers and the gut microbiota (GM) is not well understood. The purpose of this study is to retrospective analyze the differences between the composition of the gut microbiota in patients with different neurologic tumors and their correlation with chemotherapy efficacy. METHODS A total of 44 patients participated in the study and were divided into four groups: gliocytoma (GA), medulloblastoma (MB), germ cell tumors (GT), and diffuse large B-cell lymphoma (DB) based on their pathological diagnosis. Fecal samples were collected from patients for 16S amplicon sequencing to analyze GM composition. Moreover, all the patients were classified into completed response (CR), stable disease (SD), and progressive disease (PD) groups based on the clinical outcomes of chemotherapy. PLS-DA analysis and heatmap analysis were used to reveal the correlation between GM composition and outcomes of chemotherapy. RESULTS Phyla taxa comparison showed the detailed GM composition among these four groups. The phylum of Bacteroidetes was higher in GA group when compared to the other groups. And the phylum of Fusobacteria could only be found in GA and MB groups while the phylum of Verrucomicrobia showed a significant accumulation in DB group. the genera of Ruminococcus, Gemmiger, and Parasutterella were accumulated in the patients with the completed response of chemotherapy. Besides, patients in SD group had higher abundance of the genera of Prevotella, Tyzzerella, and Odoribacter. While patients in PD group showed the higher abundance of Streptcoccus, Fusobacterium, Lachnospira, and Holemanella. CONCLUSION We firstly drew the GM composition profile of the patients with GA, MB, GT, and DB to show the different GM composition of the diseases. Moreover, the gut microbiota composition correlates with chemotherapy outcomes in central nervous system cancer patients so may serve as a potential biomarker for predicting chemotherapy efficacy.

Targeted Elimination of the Oral Pathogen to Overcome Chemoresistance of Oral Squamous Cell Carcinoma by Biologically Derived Nanotherapeutics.

Local oral microbiota are closely related to the tumorigenesis and therapeutic response of oral cancer. In this study, we have validated that oral commensal Porphyromonas gingivalis (P. gingivalis) is highly responsible for chemoresistance and contributes to the poor therapeutic outcome of traditional chemotherapy. Accordingly, the biologically derived nanovesicles from ginger (GDNVs) with excellent P. gingivalis elimination ability are explored to transport the clinically used drug paclitaxel (PTX) for potentiating the therapeutic efficiency. Taking advantage of active targeting and inhibition abilities of GDNVs against P. gingivalis, the PTX-loaded GDNVs nanosystem (P-GDNVs) can enrich in the P. gingivalis-colonized tumor tissues and effectively inhibit the growth of P. gingivalis for downregulating the IL-6/pSTAT3/P-gp pathway, thereby reducing the efflux of intracellular drugs to overcome chemoresistance. By evaluating both P. gingivalis-infected tumor cells and P. gingivalis-infiltrated tumor-bearing mice, P-GDNVs show a much enhanced tumor cell killing effect, as compared with free PTX. This naturally occurring nanotherapeutic system represents an effective bioactive material for targeted elimination of host microbiota to boost therapeutic response, showing great promise to combat commensal microbiota-rich tumors.

Metal Stents for the Management of Massive Hemobilia in Patients with Hilum-Involving Cholangiocarcinoma Receiving Multi-Regimen Chemotherapy.

Recent clinical outcomes of multi-regimen chemotherapy in patients with cholangiocarcinoma (CCC) have shown benefits in terms of overall survival. However, repeated endoscopic biliary drainage (EBD) and serious adverse events negatively affect prolongation of the survival period. The aim of this study was to investigate the prevalence of massive hemobilia and the outcomes of its management with fully covered self-expandable metal stents (FC-SEMSs) in patients with hilum-involving CCC receiving multi-regimen chemotherapy. The methods and effects of FC-SEMS placement were retrospectively investigated following the occurrence of massive hemobilia during EBD. A total of 356 patients with CCC received multi-regimen chemotherapy. Among them, 181 patients had hilar invasion, and seven patients (3.9%) developed massive hemobilia during repeated EBD using removable stents. In all cases, the tumor encased the right hepatic artery. In six patients (85.7%), hemostasis was immediately and completely achieved by inserting one or two FC-SEMSs proximal to the hilar invasion area. Therefore, if the tumor encases the right hepatic artery, massive hemobilia is likely to occur during multi-regimen chemotherapy. Thus, prompt placement of a FC-SEMS would be an effective treatment option for massive hemobilia in patients with hilum-involving CCC.

Real-World Clinical Outcomes of Neoadjuvant Platinum-Based Chemotherapy with Nivolumab in Non-Small Cell Lung Cancer.

Background: Lung cancer is among the most prevalent and serious forms of cancer, characterized by an allogenic phenotype that presents significant therapeutic challenges. Materials and Methods: We analyzed medical records from January 2022 to August 2023, focusing on individuals aged 18 and older diagnosed with resectable NSCLC who received neoadjuvant chemo-immunotherapy prior to surgical intervention. Results: The cohort comprised 56 patients, predominantly smokers (95%) and male (74%), with 80% presenting the disease at stage III. Of the participants, 44 underwent surgery, with 95% receiving lobar resection. Clinical assessments via PET-CT imaging revealed an 86% rate of response or disease stabilization, while pathological evaluations showed complete and major pathological responses in 61% of cases. Conclusions: This real-world data supports the safety and efficacy of incorporating immune checkpoint inhibitors in the neoadjuvant treatment of NSCLC, followed by surgical resection.

Neoadjuvant chemotherapy followed by definitive local treatment in locally advanced sinonasal squamous cell carcinoma.

Sinonasal squamous cell carcinoma (SCC) is a rare disease entity, comprising less than 5% of malignancies of the head and neck. While surgery is the primary treatment approach, neoadjuvant and adjuvant therapies play crucial roles in enhancing the prognosis of patients undergoing treatment with the goal of cure. In this study, we aimed to explore the treatment outcomes of neoadjuvant chemotherapy (NAC) in patients with locally advanced sinonasal SCC. Medical records of patients diagnosed of locally advanced (cT3-4b, N0-3) sinonasal SCC treated with a definitive aim between January 2005 and March 2023 were retrospectively reviewed. Patients were categorized into the following groups based on the initial treatment: NAC followed by surgery, NAC followed by concurrent chemoradiotherapy (CCRT), definitive CCRT, or upfront surgery. Initial treatment plan was decided by a multidisciplinary team. Primary endpoint was overall survival (OS) and objective response rate, and secondary endpoints were progression free survival (PFS), cumulative incidence of local and distant failures, and treatment-related toxicity. The treatment response was assessed according to the RECIST criteria. Total 126 patients were included, and the median follow-up period was 25.6 months. The objective response rate to NAC was 48.2%. The subsequent resection rate was 70%, 42.9%, and 16.7% for patients with stage T3, T4a, and T4b disease, respectively. Two-year progression-free survival did not differ significantly between the NAC followed by surgery and upfront surgery groups (53.6% vs. 60.6%, P = 0.615) or between the NAC followed by CCRT and definitive CCRT groups (26.7% vs. 37.4%, P = 0.506). NAC may be a valuable treatment option for patients with locally advanced sinonasal SCC, as it provides an opportunity for curative surgery and exhibits non-inferior oncological outcomes compared with upfront definitive local treatments.

Impact of chemotherapy on patients with mismatch repair deficient advanced endometrial carcinomas-a meta-analysis.

Chemo-immunotherapy is standard of care for women with recurrent or advanced mismatch repair deficient endometrial carcinoma. However, it is uncertain whether patients with mismatch repair deficient advanced or recurrent endometrial carcinoma derive less benefit from chemotherapy than those with mismatch repair proficient endometrial carcinoma. We performed a meta-analysis of randomized controlled trials (RCTs) in advanced or recurrent endometrial carcinoma to determine the difference in the benefit of chemotherapy in mismatch repair deficient vs mismatch repair proficient endometrial carcinoma. Data on chemotherapy outcomes including objective response rate, progression-free survival (PFS), and overall survival were retrieved. We pooled these data using the inverse variance method and examined subgroup difference by mismatch repair status. We also compared differences in PFS and overall survival outcomes by creating individual patient data from the Kaplan-Meier curves of trial publications for sensitivity analyses. A total of 5 RCTs with 1137 participants (mismatch repair deficient, 26%; mismatch repair proficient, 74%) were included. All participants were treated with carboplatin-based chemotherapy. There was no difference between the mismatch repair deficient and mismatch repair proficient subgroups for objective response rate (66.5% vs 64.0%; P = .20 for subgroup difference), PFS (hazard ratio [HR] = 0.93, 95% confidence interval [CI] = 0.77 to 1.12; P = .44; median PFS = 7.6 vs 9.5 months) or overall survival (HR = 1.03, 95% CI = 0.73 to 1.44; P = .88; median overall survival = not reached vs 28.6 months). Objective response rate, PFS, and overall survival were similar among those with mismatch repair deficient vs mismatch repair proficient endometrial cancer treated with front-line, platinum-doublet chemotherapy in RCTs. These findings reinforce the importance of combining chemotherapy together with immune checkpoint inhibitors until the results of trials comparing immune checkpoint therapy alone with combination therapy are available.

MA01.08 Five-Year Clinical Outcomes of Perioperative Nivolumab and Chemotherapy in Stage III Non-Small-Cell Lung Cancer (NADIM Trial)

MA01.08 Five-Year Clinical Outcomes of Perioperative Nivolumab and Chemotherapy in Stage III Non-Small-Cell Lung Cancer (NADIM Trial)

Global Leadership Initiative on Malnutrition Criteria and Immunonutritional Status Predict Chemoadherence and Survival in Stage II/III Gastric Cancer Treated with XELOX Chemotherapy.

Adjuvant chemotherapy is crucial for the treatment of advanced gastric cancer. However, various factors negatively impact chemoadherence, with malnutrition after gastrectomy being a critical determinant. This study aims to analyze the impact of malnutrition, assessed through the Global Leadership Initiative on Malnutrition (GLIM) and other immunonutritional indices, on chemoadherence and its subsequent effect on survival. This retrospective study included 116 patients who underwent curative gastrectomy and received oxaliplatin and capecitabine (XELOX). Preoperative nutritional status was assessed using the GLIM criteria along with other immunonutritional indices, such as the prognostic nutritional index (PNI), C-reactive protein-to-albumin ratio (CAR), neutrophil-lymphocyte ratio (NLR), controlling nutritional status (CONUT) score, and modified Glasgow Prognostic Score (mGPS). Chemotherapy adherence was measured using relative dose intensity (RDI). Statistical analyses included least absolute shrinkage and selection operator (LASSO) regression to identify the key predictors of RDI and Cox proportional hazards models and assess the impact on survival. Overall, 116 patients were included in this analysis. In the multivariate analysis using LASSO regression, higher GLIM severity was independently associated with a lower RDI (coefficient = -0.0216; p < 0.01). Other significant factors influencing RDI included older age (p < 0.01), female sex (p = 0.02), higher mGPS (p = 0.03), higher CONUT score (p = 0.04), and higher CAR (p = 0.05), all of which were associated with a lower RDI. The Cox proportional hazards analysis revealed that higher RDI was significantly associated with better survival (hazard ratio [HR] = 0.06; p < 0.005). This study highlights the critical role of immunonutritional status, particularly as measured using the GLIM criteria, in maintaining adherence to chemotherapy and improving survival outcomes in patients with gastric cancer. Routine preoperative nutritional assessments using GLIM can help identify high-risk patients, and early nutritional interventions may improve chemotherapy adherence and outcomes. These findings support the integration of nutritional strategies, specifically targeting those identified by the GLIM, into standard care to enhance the efficacy and survival of chemotherapy.

Outcomes of Neoadjuvant Chemotherapy in Locally Advanced Oral Cancers: A Retrospective Analytical Study.

Introduction Head and neck cancers account for 30% of malignancies in India and oral squamous cell carcinoma is most common. 80% of the patients present with locally advanced disease and many of them are inoperable. In this study we documented the outcomes of neoadjuvant chemotherapy (NACT) in locally advanced oral cancer staged T4 with regards to downstaging the disease and to make the tumor more amenable for surgery with better access. The objectives of the study are to document the outcomes of NACT in patients with locally advanced oral cancers and to correlate the response to NACT and adequacy of resection by histopathology examination of the specimen. Methodology Clinical data of 96 patients with locally advanced squamous cell carcinoma of the oral cavity staged T4a and T4bwho received two cycles of NACT between December 2018 and November 2022 were reviewed respectively and the outcomes and response following NACT were documented. Results Among 96 patients in this study, 68 (70.9%) patients were staged T4a and 28 (29.1%) were staged T4b. 31 (30.2%) patients showed partial response, 36 (37.5%) had stable disease and 29 (30.2%) had progressive disease following 2 cycles of NACT. All patients underwent definitive surgery following NACT and were followed up for 14 months. Among those staged T4a, 12 patients (33.3%)had close margins, eight patients (34.8%) had positive margins and 10 patients (16.2%) had a recurrence. Among those staged T4b, 24 patients (66.7%) had close margins (less than 5mm distance after formalin fixation), 15 patients (65.2%) had positive margins while 17 patients (60.7%) had a recurrence in the 14 month follow-up period. Conclusion NACT makes tumors more amenable for surgery in locally advanced oral squamous carcinoma. However, 30% of patients do not respond to it.

Prediction of pathological complete response to chemotherapy for breast cancer using deep neural network with uncertainty quantification.

The I-SPY 2 trial is a national-wide, multi-institutional clinical trial designed to evaluate multiple new therapeutic drugs for high-risk breast cancer. Previous studies suggest that pathological complete response (pCR) is a viable indicator of long-term outcomes of neoadjuvant chemotherapy for high-risk breast cancer. While pCR can be assessed during surgery after the chemotherapy, early prediction of pCR before the completion of the chemotherapy may facilitate personalized treatment management to achieve an improved outcome. Notably, the acquisition of dynamic contrast-enhanced magnetic resonance (DCEMR) images at multiple time points during the I-SPY 2 trial opens up the possibility of achieving early pCR prediction. In this study, we investigated the feasibility of the early prediction of pCR to neoadjuvant chemotherapy using multi-time point DCEMR images and clinical data acquired in the I-SPY2 trial. The prediction uncertainty was also quantified to allow physicians to make patient-specific decisions on treatment plans based on the level of associated uncertainty. The dataset used in our study included 624 patients with DCEMR images acquired at 3 time points before the completion of the chemotherapy: pretreatment (T0), after 3 cycles of treatment (T1), and after 12 cycles of treatment (T2). A convolutional long short-term memory (LSTM) network-based deep learning model, which integrated multi-time point deep image representations with clinical data, including tumor subtypes, was developed to predict pCR. The performance of the model was evaluated via the method of nested 5-fold cross validation. Moreover, we also quantified prediction uncertainty for each patient through test-time augmentation. To investigate the relationship between predictive performance and uncertainty, the area under the receiver operating characteristic curve (AUROC) was assessed on subgroups of patients stratified by the uncertainty score. By integrating clinical data and DCEMR images obtained at three-time points before treatment completion, the AUROC reached 0.833 with a sensitivity of 0.723 and specificity of 0.800. This performance was significantly superior (p<0.01) to models using only images (AUROC=0.706) or only clinical data (AUROC=0.746). After stratifying the patients into eight subgroups based on the uncertainty score, we found that group #1, with the lowest uncertainty, had a superior AUROC of 0.873. The AUROC decreased to 0.637 for group #8, which had the highest uncertainty. The results indicate that our convolutional LSTM network-based deep learning model can be used to predict pCR earlier before the completion of chemotherapy. By combining clinical data and multi-time point deep image representations, our model outperforms models built solely on clinical or image data. Estimating prediction uncertainty may enable physicians to prioritize or disregard predictions based on their associated uncertainties. This approach could potentially enhance the personalization of breast cancer therapy.