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This study aimed to assess the role of the National Comprehensive Cancer Network (NCCN) risk classification in predicting biochemical recurrence (BCR) after radical prostatectomy (RP) in Chinese prostate cancer patients. We included a consecutive cohort of 385 patients with prostate cancer who underwent RP at Fudan University Shanghai Cancer Center (Shanghai, China) from March 2011 to December 2014. Gleason grade groups were applied at analysis according to the 2014 International Society of Urological Pathology Consensus. Risk groups were stratified according to the NCCN Clinical Practice Guidelines in Oncology: Prostate Cancer version 1, 2017. All 385 patients were divided into BCR and non-BCR groups. The clinicopathological characteristics were compared using an independent sample t-test, Chi-squared test, and Fisher's exact test. BCR-free survival was compared using the log-rank test and multivariable Cox proportional hazard analysis. During median follow-up of 48 months (range: 1-78 months), 31 (8.05%) patients experienced BCR. The BCR group had higher prostate-specific antigen level at diagnosis (46.54 ± 39.58 ng ml-1 vs 21.02 ± 21.06 ng ml−1, P= 0.001), more advanced pT stage (P = 0.002), and higher pN1 rate (P < 0.001). NCCN risk classification was a significant predictor of BCR (P = 0.0006) and BCR-free survival (P = 0.003) after RP. As NCCN risk level increased, there was a significant decreasing trend in BCR-free survival rate (Ptrend = 0.0002). This study confirmed and validated that NCCN risk classification was a significant predictor of BCR and BCR-free survival after RP.

Purpose Recent breakthroughs in natural language processing and machine learning, exemplified by ChatGPT, have spurred a paradigm shift in healthcare. Released by OpenAI in November 2022, ChatGPT rapidly gained global attention. Trained on massive text datasets, this large language model holds immense potential to revolutionize healthcare. However, existing literature often overlooks the need for rigorous validation and real-world applicability. Methods This head-to-head comparative study assesses ChatGPT’s capabilities in providing therapeutic recommendations for head and neck cancers. Simulating every NCCN Guidelines scenarios. ChatGPT is queried on primary treatments, adjuvant treatment, and follow-up, with responses compared to the NCCN Guidelines. Performance metrics, including sensitivity, specificity, and F1 score, are employed for assessment. Results The study includes 68 hypothetical cases and 204 clinical scenarios. ChatGPT exhibits promising capabilities in addressing NCCN-related queries, achieving high sensitivity and overall accuracy across primary treatment, adjuvant treatment, and follow-up. The study's metrics showcase robustness in providing relevant suggestions. However, a few inaccuracies are noted, especially in primary treatment scenarios. Conclusion Our study highlights the proficiency of ChatGPT in providing treatment suggestions. The model's alignment with the NCCN Guidelines sets the stage for a nuanced exploration of AI's evolving role in oncological decision support. However, challenges related to the interpretability of AI in clinical decision-making and the importance of clinicians understanding the underlying principles of AI models remain unexplored. As AI continues to advance, collaborative efforts between models and medical experts are deemed essential for unlocking new frontiers in personalized cancer care.

BackgroundGenetic testing for BRCA1 and BRCA2 is offered typically to selected women based on age of onset and family history of cancer. However, current internationally accepted genetic testing referral guidelines are built mostly on data from cancer genetics clinics in women of European descent. To evaluate the appropriateness of such guidelines in Asians, we have determined the prevalence of germ line variants in an unselected cohort of Asian patients with breast cancer and healthy controls.MethodsGerm line DNA from a hospital-based study of 2575 unselected patients with breast cancer and 2809 healthy controls were subjected to amplicon-based targeted sequencing of exonic and proximal splice site junction regions of BRCA1 and BRCA2 using the Fluidigm Access Array system, with sequencing conducted on a Illumina HiSeq2500 platform. Variant calling was performed with GATK UnifiedGenotyper and were validated by Sanger sequencing.ResultsFifty-five (2.1%) BRCA1 and 66 (2.6%) BRCA2 deleterious mutations were identified among patients with breast cancer and five (0.18%) BRCA1 and six (0.21%) BRCA2 mutations among controls. One thousand one hundred and eighty-six (46%) patients and 97 (80%) carriers fulfilled the National Comprehensive Cancer Network guidelines for genetic testing.ConclusionFive per cent of unselected Asian patients with breast cancer carry deleterious variants in BRCA1 or BRCA2. While current referral guidelines identified the majority of carriers, one in two patients would be referred for genetic services. Given that such services are largely unavailable in majority of low-resource settings in Asia, our study highlights the need for more efficient guidelines to identify at-risk individuals in Asia.

Patients diagnosed with chronic myeloid leukemia (CML) in chronic phase can now have a life expectancy comparable to that of the general population thanks to the use of tyrosine kinase inhibitor (TKI) therapies. Although most patients with CML require lifelong TKI therapy, it is possible for some patients to achieve treatment-free remission. These spectacular results have been made possible by the development of superior treatment modalities as well as clinicians' efforts in strictly adhering to clinical guidelines such as the National Comprehensive Cancer Network (NCCN) and European Leukemia Network (ELN). CML treatment recommendations reported in these guidelines are the result of years of selecting and incorporating the most reliable evidence. In this review, we provide a synopsis of the differences and similarities that exist between the NCCN and ELN guidelines.

Background Despite aggressive surgical resection, prognosis of patients with hilar cholangiocarcinoma is still unsatisfactory. There were limited data about actual long-term survival outcome. This study was designed to explore actual long-term survival outcome of hilar cholangiocarcinoma after surgical treatment, and to investigate the characteristics of patients with actual long-term survival. Methods The study cohort consisted of 403 consecutive patients with at least 5-year follow-up after surgical treatment for hilar cholangiocarcinoma at Seoul National University Hospital between 1991 and 2010. Prognostic factors were analyzed with Cox proportional hazard models, and the effect of adjuvant treatment was evaluated by propensity score analysis. Results Of all patients, R0 resection rate was 41.2 and 63.8 % among intended curative resection. Adjuvant therapy was performed in 48.8 % after curative surgery. Actual 5-year overall survival (OS) rate was 18.9, and 30.1 % after R0 resection. Actual 5-year disease-free survival rate was 25.8 % after resection. Adjuvant treatment improved prognosis in patients with positive metastatic lymph nodes (median OS 21.9 vs. 11.5 months, p  = 0.003). Overall recurrence rate was 55.0 %, and distant metastasis (39.7 %) was more frequent than loco-regional recurrence (20.8 %). Lymph node metastasis ( p  = 0.021) and poor histologic grade ( p  < 0.001) were independent prognostic factors after curative resection. Patients who survived more than 5 years had less lymph node metastasis ( p  = 0.025), poor histologic differentiation ( p  = 0.010), R2 resection ( p  = 0.040), and recurrence ( p  < 0.001). Conclusion Actual 5-year OS rate after R0 resection of hilar cholangiocarcinoma is 30.1 %. Adjuvant treatment could be beneficial in patients with lymph node metastasis.

Background The clinical importance of papillary thyroid microcarcinoma (PTMC) remains controversial, with current guidelines suggesting that thyroid lobectomy alone is sufficient. The purpose of this study was to identify population-level treatment patterns in the USA for PTMC. Methods Patients with PTMC in SEER (1998–2010) were included; demographic, clinical (extent of surgery, administration of post-operative radioactive iodine [RAI]), and pathologic characteristics were examined. Outcomes of interest were 5- and 10-year overall survival (OS) and disease-specific survival (DSS). Results The cohort consisted of 29,512 patients. Mean age at diagnosis was 48.5 years; mean tumor size was 0.53 cm. Overall, 73.4 % of patients underwent total thyroidectomy, and RAI was administered to 31.3 %. In multivariate analysis, total thyroidectomy was more frequently performed in patients with multifocal (odds ratio [OR] 2.55), ‘regional’, or ‘distant’ PTMC (OR 2.90 and 2.59). Non-operative management was associated with male patients (OR 4.24) and those aged ≥65 years (OR 6.31). Post-operative RAI was associated with multifocal PTMC (OR 2.57). Overall, 5- and 10-year DSS was 99.6 and 99.3 %, respectively, with no difference in DSS between patients who underwent partial versus total thyroidectomy. OS of patients with PTMC who underwent any thyroid operation was similar to that of the general population of the USA. Conclusions An increasing number of patients are undergoing total thyroidectomy and RAI for PTMC. While there may be a subset of patients for whom more aggressive therapy is indicated, many patients with PTMC may be over-treated, with no demonstrable benefit to survival.

Prostate cancer (PC) remains a major cause of cancer deaths in men. The serum biomarker prostate-specific antigen (PSA) lacks specificity in distinguishing clinically significant PC (sPC) from insignificant PC (isPC), leading to overdiagnosis and overtreatment. Although magnetic resonance imaging (MRI) improves detection, it is expensive, is time-consuming, and may involve inter-reader discrepancies. Recently, metabolomics, which has a high analytical sensitivity and broad molecular-feature coverage, has emerged as a promising tool to risk-stratify PC. This review examined studies of blood and urine metabolomics for sPC biomarker identification. Significant metabolite changes in sPC patients often involved fatty acid metabolism, sphingolipid metabolism, glycolysis, the citric acid cycle, purine/pyrimidine metabolism, and tyrosine/phenylalanine metabolism. Specifically, more than one study reported increased lactate and phenylalanine levels, along with decreased tyrosine, xanthine, and histidine levels, in sPC patients. Several metabolic panels outperformed serum PSA in predicting sPC, particularly when combined with clinical factors. Among these, two urine-based tests may have higher accuracy in predicting sPC than most current commercially available assays. However, direct comparison between studies may be inappropriate due to methodological heterogeneity, the variability in biospecimen types, inconsistent use of digital rectal examinations, and different sPC definitions and predictive endpoints. Most relevant studies were of small sample size or lacked external validation. Despite these challenges, metabolomics-based liquid biopsies show strong potential for improving sPC detection. Future research should focus on protocol standardization, MRI integration, absolute metabolite quantification, and validation in large and independent cohorts to enhance model credibility.

Background Emerging evidences have gradually revealed the skeletal muscle attenuation (MA) was not only reflected the accumulation of lipids in skeletal muscle but also associated with physiological and pathological states. The aim of this study was to evaluate the impact of MA on the prognosis of pancreatic cancer patients treated with neoadjuvant chemoradiotherapy (NACRT). Methods Eighty-three patients with pancreatic cancer who received NACRT were enrolled. Patients were divided according to their Hounsfield units of the skeletal muscle at the third lumbar vertebra in CT. The lower quartile was defined as MA group and the remainder as control group. Results There was no significant difference in overall survival between pre-NACRT MA and control groups. In contrast, patients with post-NACRT MA had a significantly poorer prognosis than patients without. The patients in the post-NACRT MA group were significantly older than patients in the control group. There were no significant differences in most clinicopathological and perioperative factors between both groups. However, patients with post-NACRT MA had a longer hospital stay than patients without. Furthermore, the incompletion rate of the proposed adjuvant chemotherapy was significantly higher in the MA group than control. Importantly, multivariate analysis indicated that post-NACRT MA was an independent prognostic factor. Conclusions Muscle attenuation may have a significant impact in pancreatic cancer patients treated with multimodal therapy. Therefore, our data may provide new insights into perioperative patient care to improve the prognosis of resectable pancreatic cancer.

Background The association between surgical extent and prognosis in papillary thyroid carcinoma originating in the isthmus is unclear. Methods We included 233 patients with early-stage, node-negative papillary thyroid cancer originating in the isthmus; 126 were treated by lobectomy plus isthmusectomy with ipsilateral central neck dissection and 97 were treated by total thyroidectomy with bilateral central neck dissection. Subgroup analysis was performed according to tumor size (≤1 vs. >1 cm) to evaluate whether tumor size had a significant impact on determining the optimal extent of surgery in our cohort. Results Total thyroidectomy patients had longer recurrence-free survival (RFS) than those treated by lobectomy plus isthmusectomy. Subgroup analysis showed that this was true only for tumors >1 cm. In multivariate analysis, total thyroidectomy was an independent risk factor for RFS only for tumors >1 cm. Conclusions Lobectomy plus isthmusectomy may be optimal for early-stage, node-negative papillary thyroid carcinoma originating in the isthmus for tumors ≤1 cm; total thyroidectomy might be better for tumors >1 cm.

Sentinel lymph node biopsy (SLNB) is an important staging and prognostic tool for cutaneous melanoma (CM). However, there exists a knowledge gap regarding whether sociodemographic characteristics are associated with receipt of SLNB for T1b CMs, for which there are no definitive recommendations for SLNB per current National Comprehensive Cancer Network guidelines. We performed a retrospective analysis of the 2012–2018 National Cancer Database, identifying patients with American Joint Committee on Cancer staging manual 8th edition stage T1b CM, and used multivariable logistic regression to analyze associations between sociodemographic characteristics and receipt of SLNB. Among 40,458 patients with T1b CM, 23,813 (58.9%) received SLNB. Median age was 62 years, and most patients were male (57%) and non-Hispanic White (95%). In multivariable analyses, patients of Hispanic (aOR 0.67, 95%CI 0.48–0.94) and other (aOR 0.78, 95%CI 0.63–0.97) race/ethnicity, and patients aged > 75 (aOR 0.33, 95%CI 0.29–0.38), were less likely to receive SLNB. Conversely, patients in the highest of seven socioeconomic status levels (aOR 1.37, 95%CI 1.13–1.65) and those treated at higher-volume facilities (aOR 1.29, 95%CI 1.14–1.46) were more likely to receive SLNB. Understanding the underlying drivers of these associations may yield important insights for the management of patients with melanoma.