Radiomic signatures reveal multiscale intratumor heterogeneity associated with tissue tolerance and survival in re-irradiated nasopharyngeal carcinoma: a multicenter study.

BACKGROUND: Post-radiation nasopharyngeal necrosis (PRNN) is a severe adverse event following re-radiotherapy for patients with locally recurrent nasopharyngeal carcinoma (LRNPC) and associated with decreased survival. Biological heterogeneity in recurrent tumors contributes to the different risks of PRNN. Radiomics can be used to mine high-throughput non-invasive image features to predict clinical outcomes and capture underlying biological functions. We aimed to develop a radiogenomic signature for the pre-treatment prediction of PRNN to guide re-radiotherapy in patients with LRNPC. METHODS: This multicenter study included 761 re-irradiated patients with LRNPC at four centers in NPC endemic area and divided them into training, internal validation, and external validation cohorts. We built a machine learning (random forest) radiomic signature based on the pre-treatment multiparametric magnetic resonance images for predicting PRNN following re-radiotherapy. We comprehensively assessed the performance of the radiomic signature. Transcriptomic sequencing and gene set enrichment analyses were conducted to identify the associated biological processes. RESULTS: The radiomic signature showed discrimination of 1-year PRNN in the training, internal validation, and external validation cohorts (area under the curve (AUC) 0.713-0.756). Stratified by a cutoff score of 0.735, patients with high-risk signature had higher incidences of PRNN than patients with low-risk signature (1-year PRNN rates 42.2-62.5% vs. 16.3-18.8%, P < 0.001). The signature significantly outperformed the clinical model (P < 0.05) and was generalizable across different centers, imaging parameters, and patient subgroups. The radiomic signature had prognostic value concerning its correlation with PRNN-related deaths (hazard ratio (HR) 3.07-6.75, P < 0.001) and all causes of deaths (HR 1.53-2.30, P < 0.01). Radiogenomics analyses revealed associations between the radiomic signature and signaling pathways involved in tissue fibrosis and vascularity. CONCLUSIONS: We present a radiomic signature for the individualized risk assessment of PRNN following re-radiotherapy, which may serve as a noninvasive radio-biomarker of radiation injury-associated processes and a useful clinical tool to personalize treatment recommendations for patients with LANPC.

Phase I dose-escalation study of nab-paclitaxel combined with cisplatin and capecitabin as induction chemotherapy followed by concurrent chemoradiotherapy in patients with nasopharyngeal carcinoma.

BACKGROUND AND PURPOSE: Nab-paclitaxel is a promising albumin-bound paclitaxel with a therapeutic index superior to that of docetaxel, but the optimal dose of nab-paclitaxel combined with cisplatin and capecitabine as induction chemotherapy followed by concurrent chemoradiotherapy for patients with locally advanced nasopharyngeal carcinoma remains unknown. MATERIALS AND METHODS: This was an open-label, single-arm study investigating the safety and efficacy of nab-paclitaxel + cisplatin + capecitabin as IC for three cycles, followed by cisplatin CCRT, conducted by using the standard "3 + 3" design in LA-NPC. If more than one-third of the patients in a cohort experienced dose-limiting toxicity (DLT), the dose used in the previous cohort was designated the maximum tolerated dose (MTD). The recommended phase 2 dose (RP2D) was defined as one level below the MTD. RESULTS: From 29 May 2021 to 17 March 2022, 19 patients with LA-NPC were enrolled, one patient withdrew informed consent. Two DLTs occurred in cohort 4 (grade 4 febrile neutropenia and grade 3 peripheral neuropathy), and an MTD was established as 225 mg/m2. The most frequent grade 3 or 4 adverse events were neutropenia (16.7 %), hypertriglyceridemia (16.7 %), leukopenia (5.6 %) and peripheral neuropathy (5.6 %) during IC. CONCLUSION: The RP2D is nab-paclitaxel 200 mg/m2 on day 1, combined with cisplatin 75 mg/mg2 on day 1 and capecitabin1000 mg/m2 on days 1-14, twice a day, every 3 weeks, for three cycles as an IC regimen prior to CCRT. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT04850235.

[Prediction of blood tacrolimus concentration in liver transplantation recipients by artificial neural network].

This study is to establish an artificial neural network (ANN) for predicting blood tacrolimus concentration in liver transplantation recipients. Tacrolimus concentration samples (176 samples) from 37 Chinese liver transplantation recipients were collected. ANN established after network parameters were optimized by using momentum method combined with genetic algorithm. Furthermore, the performance of ANN was compared with that of multiple linear regression (MLR). When using accumulated dose of 4 days before therapeutic drug monitoring (TDM) of tacrolimus concentration as input factor, mean prediction error and mean absolute prediction error of ANN were 0.02 +/- 2.40 ng x mL(-1) and 1.93 +/- 1.37 ng x mL(-1), respectively. The absolute prediction error of 84.6% of testing data sets was less than 3.0 ng x mL(-1). Accuracy and precision of ANN are superior to those of MLR. The correlation, accuracy and precision of ANN are good enough to predict blood tacrolimus concentration.

Definitive radiation therapy and liver local therapy in de novo liver metastatic nasopharyngeal carcinoma: Large cohort study.

BACKGROUND: We aimed to evaluate patients suitable for definitive radiation therapy (DRT) and liver local therapy (LLT) in addition to palliative chemotherapy (PCT) among those with de novo liver metastatic nasopharyngeal carcinoma (lmNPC). METHODS: The overall survival (OS) and progression-free survival (PFS) rates were calculated and compared in 610 patients with lmNPC. RESULTS: Both the PCT+DRT and PCT+DRT+LLT groups had better survival outcomes than the PCT group. Among patients with complete response/partial response (CR/PR) after PCT, no significant differences in survival rates were observed between those treated with PCT+DRT and PCT+DRT+LLT (2-year PFS: 27.0% vs. 32.9%, p = 0.263). Among patients with progressive disease/stable disease (PD/SD) after PCT, significantly better survival rates were observed in patients treated with PCT+DRT+LLT. CONCLUSIONS: DRT might benefit patients with lmNPC regardless of the tumor response after PCT. For patients with CR/PR, LLT might not be needed. For patients with PD/SD, LLT might improve survival outcomes.

Association of Treatment Advances With Survival Rates in Pediatric Patients With Nasopharyngeal Carcinoma in China, 1989-2020.

IMPORTANCE: Advanced techniques and treatment methods have been found to be associated with improved survival rates in adults with nasopharyngeal carcinoma (NPC); however, not much is known about associations in pediatric patients. OBJECTIVE: To investigate whether advanced imaging diagnosis, radiotherapy (RT) technology, and treatment modality are associated with survival in pediatric patients with NPC. DESIGN, SETTING, AND PARTICIPANTS: In this retrospective cohort study, 810 pediatric patients ages 21 years and younger with nonmetastatic NPC diagnosed from 1989 to 2020 at a single cancer center in China were included. Data were analyzed from April through December 2021. EXPOSURES: Patients were divided into 3 groups by initial treatment date (ie, 1989-2002, 2003-2011, and 2012-2020). Associations between advances in technology and treatment and survival were investigated. Comparisons of advances vs older technology and treatments included those in imaging diagnosis (magnetic resonance imaging [MRI] vs computed tomography [CT] and positron emission tomography [PET]-CT with MRI vs CT), radiotherapy (RT) techniques (intensity-modulated RT [IMRT] or TomoTherapy [TOMO] vs 2-dimensional conventional radiotherapy [2D-CRT] or 3-dimensional conventional radiotherapy [3D-CRT]), and treatment methods (concurrent chemoradiotherapy [CCRT] vs RT alone, induction chemotherapy [IC] with CCRT vs RT alone, and CCRT or RT with adjuvant chemotherapy [AC] vs RT alone). MAIN OUTCOMES AND MEASURES: The primary end point was progression-free survival (PFS). Secondary end points were overall survival (OS), distant metastasis-free survival, and locoregional recurrence-free survival. Cox and competing-risks regression were used to estimate hazard ratios (HRs) and 95% CIs for associations between variables and survival. RESULTS: Among 810 pediatric patients with NPC, the median (IQR) age was 18 (15-20) years, and there were 577 [71.2%] male patients. This included 122 patients in the 1989 to 2002 period, 212 patients in the 2003 to 2011 period, and 476 patients in the 2012 to 2020 period. The 5-year PFS and OS rates increased, respectively, from 65.9% (95% CI, 56.6%-73.7%) and 69.9% (95% CI, 60.7%-77.4%) in 1989 to 2002 to 79.8% (95% CI, 73.7%-84.7%) and 86.2% (95% CI, 80.6%-90.3%) in 2003 to 2011, then 88.1% (95% CI, 84.2%-91.1%) and 95.0% (95% CI, 91.5%-97.0%) in 2012 to 2020. The 5- year cumulative incidence of distant metastasis rate was similar in the 3 periods (1989-2002: 11.7% [95% CI, 7.0%- 19.4%]; 2003-2011: 18.0% [95% CI, 13.4%-24.0%]; 2012-2020: 10.4% [95% CI, 7.6%-14.1%], while the 5-year cumulative incidence of locoregional recurrence rate decreased from 22.5% (95% CI, 15.9%-31.3%) in the first period to 2.9% (95% CI, 1.3%-6.3%) in the second period, remaining stable in the third period, at 4.3% (95% CI, 2.4%-7.6%). Advances in imaging diagnosis (MRI vs CT: hazard ratio [HR], 0.25 [95% CI, 0.17-0.38]; PET-CT with MRI vs CT: HR, 0.41 [95% CI, 0.27-0.62]), radiotherapy techniques (IMRT or TOMO vs 2D-CRT or 3D-CRT: HR, 0.42 [95% CI, 0.30-0.59]), and treatment methods (CCRT vs RT alone: HR, 0.55 [95% CI, 0.32-0.96]; IC with CCRT vs RT alone: HR, 0.59 [95% CI, 0.38-0.91]; CCRT or RT with AC vs RT alone: HR, 0.48 [95% CI, 0.25-0.91]) were associated with improved PFS. CONCLUSIONS AND RELEVANCE: This study found that advanced techniques and treatment methods were associated with improved survival rates in pediatric patients with NPC, but distant failure remained a key challenge.

Impact of salvage radiotherapy on survival of patients with advanced locally recurrent nasopharyngeal carcinoma: Derivation and validation of a predictive model.

BACKGROUND: Salvage radiotherapy (RT) is a potentially curative approach for advanced locally recurrent nasopharyngeal carcinoma (NPC), but it is associated with severe toxicities. We aimed to develop a model to predict which patients would benefit from salvage RT. METHODS: A total of 809 patients who were diagnosed with advanced locally recurrent NPC and treated with salvage RT or palliative chemotherapy (CT) at a high-volume cancer center were included. Patients were randomly split into a training and validation set and matched using inverse probability of treatment weighting. The primary outcome was overall survival (OS). Candidate variables associated with heterogeneous treatment effects were identified with interaction terms in Cox model and incorporated into Salvage Radiotherapy Outcome Score (SARTOS). RESULTS: The final model included five interaction terms indicating that female sex, presence of prior RT-induced grade ≥ 3 late toxicities and suboptimal performance status were associated with less benefit from salvage RT. SARTOS from the model significantly predicted treatment effects of salvage RT in matched training (Pinteration < 0.001) and validation cohorts (Pinteration = 0.027). Of patients in high SARTOS subgroup, salvage RT significantly improved survival versus palliative CT in matched training (3-year OS 67.3% vs. 42.0%, HR 0.51, 95% CI 0.32-0.82, P = 0.005) and validation cohorts (3-year OS 71.8% vs. 22.8%, HR 0.40, 95% CI 0.17-0.97, P = 0.042); in low SARTOS subgroup, salvage RT failed to induce survival benefit. CONCLUSIONS: We found that the SARTOS model could identify a subgroup of patients who benefit from salvage RT versus palliative CT, which helps personalize treatment recommendations for patients with recurrent NPC.

Alpha-fetoprotein-producing recurrent nasopharyngeal carcinoma: A case report.

Alpha-fetoprotein hardly increased due to nasopharyngeal cancer. In this article, we reported a 57-year-old male nasopharyngeal carcinoma patient who had posttreatment subscapular metastasis with high serum alpha-fetoprotein but negative plasma Epstein-Barr virus DNA. Pathology results indicated that the scapular mass was undifferentiated non-keratinizing carcinoma originated in the nasopharynx. Moreover, no liver lesion was detected by imaging examination. In view of the positive alpha-fetoprotein and alpha-fetoprotein messenger RNA staining result in the right scapular mass fine needle aspiration biopsy sample, we considered the diagnosis of alpha-fetoprotein-producing nasopharyngeal carcinoma that had never been reported before.

Induction or adjuvant chemotherapy plus concurrent chemoradiotherapy versus concurrent chemoradiotherapy alone in paediatric nasopharyngeal carcinoma in the IMRT era: A recursive partitioning risk stratification analysis based on EBV DNA.

PURPOSE: To compare the prognosis and adverse effects of induction or adjuvant chemotherapy (IC or AC) plus concurrent chemoradiotherapy (CCRT) versus CCRT alone in paediatric nasopharyngeal carcinoma (NPC) patients in the intensity-modulated radiotherapy (IMRT) era. METHODS AND MATERIALS: 549 patients diagnosed from 2005 to 2021 were enrolled. Our primary endpoint was progression-free survival (PFS). The recursive partitioning analysis (RPA) was applied to derive a risk stratification system. Kaplan-Meier survival curves were used to assess the cumulative survival rates, and cox analysis was applied to evaluate the relationship between variables and endpoints. RESULTS: The RPA-based risk stratification identified three different risk groups. In the intermediate-risk (stage IVa and EBV<4000 copies/ml) group, patients who received IC followed by CCRT achieved a significantly better 3-year PFS rate than those treated with CCRT alone (87.35% versus 75.89%; P = 0.04). But survival benefit was not obtained from the additional IC or AC in the low-risk (stage II-III and EBV<4000 copies/ml) or high-risk (stage II-IVa and EBV≥4000 copies/ml) group. The most common grade 3 or 4 adverse events in patients treated with CCRT, IC + CCRT, and CCRT + AC were neutropenia (8.1%, 33.0% versus 36.9%, respectively) and leukopenia (14.1%, 26.8% versus 32.3%, respectively) with statistically significant difference. CONCLUSIONS: Paediatric NPC patients in the intermediate-risk group treated with IC followed by CCRT had significantly better PFS compared with patients treated with CCRT alone. And the overall incidence of acute adverse events in patients treated with IC or AC plus CCRT was higher than in patients treated with CCRT alone.

Management of suboptimal response to induction chemotherapy in locoregionally advanced nasopharyngeal carcinoma: Re-induction therapy or direct to Radiotherapy?

BACKGROUND: Unsatisfactory tumor response to induction chemotherapy (IC) is an adverse prognostic factor of locoregionally advanced nasopharyngeal carcinoma (LANPC). A re-induction strategy which applies additional cycles of an alternative IC regimen prior to radiotherapy (RT) has been adopted. METHODS: A total of 419 LANPC patients who attained suboptimal response (stable disease or disease progression) according to the Response Evaluation in Solid Tumors (RECIST) guideline after initial IC were retrospectively included. They were divided into those who received additional cycles of re-induction regimen prior to RT (re-induction group, n = 87) and those who had no additional chemotherapy (direct to RT group, n = 332). Propensity score matching (PSM) was used to adjust for potential confounders. Tumor response and long-term survival were compared between two groups. RESULTS: After receiving a second IC regimen, 39.1% of the patients in re-induction group attained partial response; however, the tumor control of subsequent RT was not significantly improved when compared with direct to RT group (patients attaining complete response after RT 55.2% vs. 52.5%, P = 0.757). Patients who received re-induction therapy showed worse locoregional relapse-free survival (LRFS) and progression-free survival (PFS) than those proceeded directly to RT (3-year LRFS 75.7% vs. 83.1%, P = 0.005; 3-year PFS 62.4% vs. 68.3%, P = 0.037). The increased hematological toxicities were observed in re-induction group that included grade 3-4 anemia, thrombocytopenia and liver enzyme increase. CONCLUSION: Re-induction therapy decreased LRFS and PFS and increased toxicities among patients who attain suboptimal response to initial IC regimen, as compared with direct to RT strategy.

The Association Between the Development of Radiation Therapy, Image Technology, and Chemotherapy, and the Survival of Patients With Nasopharyngeal Carcinoma: A Cohort Study From 1990 to 2012.

PURPOSE: Previous studies demonstrated that the radiation therapy, image technology, and the application of chemotherapy have developed in the last 2 decades. This study explored the survival trends and treatment failure patterns of patients with nonmetastatic nasopharyngeal carcinoma (NPC) treated with radiation therapy. Furthermore, we evaluated the survival benefit brought by the development of radiation therapy, image technology, and chemotherapy based on a large cohort from 1990 to 2012. METHODS AND MATERIALS: Data from 20,305 patients with nonmetastatic NPC treated between 1990 and 2012 were analyzed. Patients were divided into 4 calendar periods (1990-1996, 1997-2002, 2003-2007, and 2008-2012). Overall survival (OS) was the primary endpoint. RESULTS: Magnetic resonance imaging has replaced computed tomography as the most important imaging technique since 2003. Conventional 2-dimensional radiation therapy, which was the main radiation therapy technique in our institution before 2008, was replaced by intensity modulated radiation therapy later. An increasing number of patients have undergone chemotherapy since 2003. The 5-year OS across the 4 calendar periods increased at each TNM stage with progression-free survival (PFS) and locoregional relapse-free survival (LRFS) showing a similar trend, whereas distant metastasis-free survival showed small differences. Multivariate analyses showed that the application of intensity modulated radiation therapy and magnetic resonance imaging were independent protective factors in OS, PFS, LRFS, and distant metastasis-free survival. Chemotherapy benefited patients in OS, PFS, and LRFS. The main pattern of treatment failure shifted from recurrence to distant metastasis. CONCLUSIONS: The development of radiation therapy, image technology, and chemotherapy increased survival rates among patients with NPC because of excellent locoregional control. Distant failure has become the greatest challenge for NPC treatment.