Could machine learning improve the prediction of pelvic nodal status of prostate cancer patients? Preliminary results of a pilot study.

We tested and compared performances of Roach formula, Partin tables and of three Machine Learning (ML) based algorithms based on decision trees in identifying N+ prostate cancer (PC). 1,555 cN0 and 50 cN+ PC were analyzed. Results were also verified on an independent population of 204 operated cN0 patients, with a known pN status (187 pN0, 17 pN1 patients). ML performed better, also when tested on the surgical population, with accuracy, specificity, and sensitivity ranging between 48-86%, 35-91%, and 17-79%, respectively. ML potentially allows better prediction of the nodal status of PC, potentially allowing a better tailoring of pelvic irradiation.

Survival and toxicity of radical radiotherapy (with or without brachytherapy) for FIGO stage I and II cervical cancer: a mono-institutional analysis.

PURPOSE OF INVESTIGATION: To add to the existing outcome data regarding radical radiotherapy (RT) for FIGO Stage I and II cervical cancer in a mono-institutional series and to evaluate the cost-benefit ratio of the addition of brachytherapy (BRA) to external-beam radiotherapy (EBRT). MATERIALS AND METHODS: The authors report on 240 patients (pts) with FIGO Stage I and II cervical cancer, consecutively treated with radical RT from 1990 through 2009 at the Istituto del Radio "O. Alberti" (EBRT alone, 32, EBRT and BRA, 189, BRA alone, 19). BRA was delivered with low dose rate (LDR, 133.64%) until 2003 and then with high dose rate (HDR, 75.36%). RT was associated with concomitant chemotherapy (CHT), mainly weekly cisplatin 40 mg/m2, in 87 pts, mostly after 2000. The Chi-square test was used to compare the different variables, the Log-Rank test to compare the actuarial survival values, and the Cox-model for the multivariate analysis. RESULTS: Five-year actuarial overall survival (OS) equalled 65%, disease specific survival (DSS) 77%. Regardless of disease stage, better DSS was evident in pts treated with EBRT and BRA compared with those treated with EBRT alone (82% and 58% respectively, p = 0.005); pts treated with concomitant CHT (dose intensity > or = 50%) and higher RT doses (RT cumulative EQD2 > or = 75 Gy) obtained better DSS. Complete response (CR) rate approached 88.4% (206/233 evaluable pts) and more than half of the subsequent failures (21/36) were in distant sites. Older patients and those given BRA had better OS and DSS, while BRA dose rate did not result related with these outcomes. Chronic G3/G4 toxicity involved more frequently the intestinal/rectal tract than other organs at risk. Rectal and vaginal serious chronic sequelae developed mainly in pts treated with EBRT and BRA and suggest the need for more advanced treatment techniques. CONCLUSIONS: the present mono-institutional analysis confirms the efficacy of radical RT for the treatment of cervical cancer and provides support to the role of BRA to obtain better outcomes. An effort to reduce long-term toxicity of the treatment is needed.

REGOMA-OSS: a large, Italian, multicenter, prospective, observational study evaluating the efficacy and safety of regorafenib in patients with recurrent glioblastoma.

BACKGROUND: In the randomized phase II REGOMA trial, regorafenib showed promising activity in patients with recurrent glioblastoma. We conducted a large, multicenter, prospective, observational study to confirm the REGOMA data in a real-world setting. PATIENTS AND METHODS: The major inclusion criteria were histologically confirmed diagnosis of glioblastoma according to the World Health Organization (WHO) 2016 classification and relapse after radiotherapy with concurrent/adjuvant temozolomide treatment, good performance status [Eastern Cooperative Oncology Group performance status (ECOG PS 0-1)] and good liver function. Regorafenib was administered at the standard dose of 160 mg/day for 3 weeks on/1 week off. Brain magnetic resonance imaging was carried out within 14 days before starting regorafenib and every 8-12 weeks. The primary endpoint was overall survival (OS). The secondary endpoints were progression-free survival (PFS), objective response rate, disease control rate (DCR), safety and health-related quality of life. The Response Assessment in Neuro-Oncology (RANO) criteria were used for response evaluation and Common Terminology Criteria for Adverse Events (CTCAE) version 5 for assessment of adverse events (AEs). RESULTS: From September 2020 to October 2022, 190 patients with recurrent glioblastoma were enrolled from 30 cancer centers in Italy: their median age was 58.5 years [interquartile range (IQR) 53-67 years], 68% were male and 85 (44.7%) were in optimal clinical condition (ECOG PS 0). The number of patients taking steroids at baseline was 113 (60%); the second surgery was carried out in 39 (20.5%). O6-methylguanine-DNA methyltransferase (MGMT) was methylated in 80 patients (50.3%) and 147 (92.4%) of the patients analyzed had isocitrate dehydrogenase (IDH) wild type. The median follow-up period was 20 months (IQR 15.6-25.5 months). The median OS was 7.9 months ([95% confidence interval (CI) 6.5-9.2 months] and the median PFS was 2.6 months (95% CI 2.3-2.9 months). Radiological response was partial response and stable disease in 13 (7.3%) and 26 (14.6%) patients, respectively, with a DCR of 21.9%. The median number of regorafenib cycles per patient was 3 (IQR 2.0-4.0). Grade 3-4 drug-related adverse events were reported in 22.6% of patients. A dose reduction due to AEs was required in 36% of patients. No deaths were considered as treatment-related AEs. CONCLUSIONS: This large, real-world observational study showed similar OS with better tolerability of regorafenib in patients with relapsed glioblastoma compared with the REGOMA study.

The impact of tumour histology and recursive partitioning analysis classification on the prognosis of patients treated with whole-brain hypofractionated radiotherapy for brain metastases: analysis of 382 patients.

PURPOSE: Recursive partitioning analysis (RPA) is a prognostic index capable of predicting survival in patients with brain metastases. Histology of the primary tumour has only recently been introduced among the factors that could potentially affect the prognosis of these patients. The main purpose of this study was to analyse the impact of RPA in correlation with histology of the primary tumour in patients with brain metastases treated with hypofractionated radiotherapy. MATERIALS AND METHODS: A total of 382 patients were treated at the Department of Radiotherapy of Brescia University, and RPA classes were retrospectively assigned to all patients. Univariate and multivariate analyses were then performed to verify the role of the single prognostic variables, for the entire group and for each prognostic class, as well as in correlation with histology of the primary tumour. RESULTS: Most patients were classified as RPA prognostic class 2 (48%). The majority of patients was treated with a total dose of 30 Gy delivered in ten fractions, whereas the dose of 20 Gy in four or five fractions was primarily used in patients classified as RPA class 3. At univariate analysis, the main variable correlating with overall survival (OS) was RPA class (p=0.000). Uni- and multivariate analysis performed on RPA class 1 patients only confirmed the role of general performance status, number of metastases and total radiotherapy dose for predicting OS. In the group with the worst prognosis (RPA class 3), none of the variables had a statistically significant role in improving OS. Tumour histology and radiotherapy dose influence OS, even in RPA class 1 and 2 patients. CONCLUSIONS: This analysis confirms that RPA prognostic class is the factor that most predicts survival. Primary tumour histology helps determine prognosis, especially in RPA prognostic classes 1 and 2. As regards RPA class 3, no factor influences survival prognosis.

A benchmark study on 883 nasopharyngeal cancer patients treated in two Italian centres from 1977 to 2000. Part I: Evolving technical choices and survival.

PURPOSE: The authors sought to define treatment results according to the different accrual periods and clinical-therapeutic features in a large series of nasopharyngeal cancer (NPC) patients treated in two Italian centres over more than two decades. MATERIALS AND METHODS: A total of 883 patients consecutively treated with radiotherapy between 1977 and 2000 at the Florence (FLO) and Brescia (IRA) Radiation Oncology centres were studied. Five-year overall (OS) and disease-specific (DSS) actuarial survival rates in the different pathological, clinical and therapeutic subgroups were calculated, along with the actuarial local-regional control (LRC) probability. RESULTS: At univariate analysis, survival and local control rates were significantly better in the more recent accrual periods and in the more favourable disease presentations; treatment-related parameters mainly affect LRC. At multivariate analysis, patient- and disease-related factors had a more evident prognostic effect than did therapeutic factors, although dose to the nasopharynx and treatment technique had a marginally significant impact on DSS and OS. CONCLUSIONS: Results of this benchmark study may be useful for understanding the development of new radio-therapy techniques for NPC, such as three-dimensional conformal radiotherapy (3D-CRT) and particularly intensity-modulated radiotherapy (IMRT).

A benchmark study on 883 nasopharyngeal cancer patients treated in two Italian centres from 1977 to 2000. Part II: Evolving technical choices and toxicity patterns.

PURPOSE: The authors sought to define toxicity patterns according to the different accrual periods and clinical-therapeutic features in a large series of nasopharyngeal cancer (NPC) patients treated in two Italian centres over more than two decades. MATERIALS AND METHODS: A total of 883 patients consecutively treated with radiotherapy from 1977 to 2000 at the Florence (FLO) and Brescia (IRA) radiation oncology centres were studied. The crude incidence of late treatment toxicity in the different subgroups of patients was calculated and compared. RESULTS: Higher total and fractional doses and the "older" treatment techniques were related with an increased incidence of the main late effects of treatment. More recently treated patients experienced less treatment-related complications. CONCLUSIONS: Results of this benchmark study may have implications for understanding and developing new radiotherapy techniques, such as three-dimensional conformal radiotherapy (3D-CRT) and, in particular, intensity-modulated radiotherapy (IMRT) for NPC patients.

Salvage Low Dose Rate Brachytherapy For Recurrent Prostate Cancer After External Beam Radiotherapy: Results From A Single Institution With Focus On Toxicity And Functional Outcomes.

BACKGROUND/AIM: Low dose rate brachytherapy has been used as salvage therapy for locally recurrent prostate cancer (PC) after primary external beam radiation therapy (EBRT), along with surgery and cryotherapy. All these techniques, in particular, when applied to the whole gland, involve a relatively high risk of toxicity and may worsen the patient's quality of life. Our aim is to evaluate the results of whole-gland salvage brachytherapy (SBT) after primary EBRT in terms of toxicity, functional outcomes, and efficacy. MATERIALS AND METHODS: We retrospectively reviewed clinical data on 19 patients consecutively treated with SBT at our institution between June 2012 and November 2015. Local recurrences were identified with 11C-choline positron emission tomography/computed tomography and pelvic magnetic resonance imaging after biochemical recurrence according to Phoenix criteria (prostate-specific antigen nadir + 2). Low dose rate brachytherapy was performed by 125I permanent seeds implantation to the whole prostate gland, with a prescription dose of 130 Gy. At the time of SBT, only 2 patients were receiving androgen deprivation therapy. Acute and late toxicities were recorded using the CTCAE 4.0 scoring system. Quality of life was assessed using IPSS (International Prostate Symptoms Score) and IIEF (International Index of Erectile Function) questionnaires at baseline and 6, 12, and 24 months after SBT, and the respective mean values were compared using Student t test. Biochemical relapse-free survival (BRFS) was also calculated. RESULTS: Median follow-up after SBT was 24 months. Of 19 patients, 2 patients experienced a G3 cystitis (10.2%) and 1 patient experienced a G4 proctitis (5.3%), respectively. Mean pre-SBT IPSS scores and 6, 12, and 24 months after SBT were 5.84, 10.22, 15.72, and 8.10, respectively. Mean pre-SBT IIEF scores and 6, 12, and 24 months after SBT were 8.42, 3.55, 7.89, and 6.40, respectively. At the time of analysis, only 2 patients showed a biochemical relapse (3-year BRFS 85.2%). The Student t test demonstrated a worsening of functional outcome 6 months and 1 year after treatment but a subsequent improvement 2 years after SBT. CONCLUSIONS: Salvage brachytherapy for recurrent PC after primary EBRT seems to be a feasible treatment for selected patients. Our series revealed a severe toxicity peak 6 months and 1 year after local re-treatment and then they decrease. Early BRFS rates are good. However, these are very preliminary results so further patient accrual, long-term follow-up, and prospective trials are needed in the future.

Radical radiotherapy for bladder cancer: retrospective analysis of a series of 459 patients treated in an Italian institution.

AIMS: To contribute to the available evidence about the efficacy of exclusive radiotherapy for bladder cancer through a retrospective analysis of a large series of patients consecutively treated in a single institution. MATERIALS AND METHODS: A total of 459 patients with UICC categories T1-T4, N0-Nx and M0 bladder cancer consecutively treated with radiotherapy alone with radical intent formed the clinical basis for this study. Many of them (and particularly the T1 cases) had poor medical conditions or were unfit for surgery. About half of the cases (54%) had a T2 tumour, and about 18% had T3-T4 disease. Eighty per cent of the cases received minimal doses in the target volume in the range 60-70 Gy; pelvic lymph nodes were treated in 34%. Simple radiotherapy techniques were used in most cases. Average follow-up for living patients was 4.4 years. Results were analysed according to number and type of relapses: overall survival, disease-specific survival, failure-free survival probability, acute and late toxicity (RTOG scale). RESULTS: Actuarial 5-year overall survival, disease-specific survival and failure-free survival rates at 5 years for the entire series were 36%, 56%, 33%, respectively. Age, T category (for all the end points) and tumour dose (only for failure-free survival) were significantly related to prognosis at multivariate survival analysis. Late enteric toxicity (6.1% of the cases) was significantly linked with the treated volumes (univariate analysis). Urinary late toxicity (23% of cases) was linked with age and T category (multivariate analysis). In both cases, toxicity was mostly Grade 1 or 2. CONCLUSIONS: The results of radiotherapy in this negatively selected series, accrued over a long period of time in patients treated with unsophisticated techniques, are reasonably good; they add to the evidence available to support the use of modern bladder-sparing programmes, including the association of chemo- and radiotherapy.

[Indocyanine green angiography of basal laminar drusen in the retinal pigment epithelium associated with vitelliform macular degeneration]. / Angiographie au vert d'indocyanine des drusen de la membrane basale de l'épithélium pigmentaire rétinien associés à du matériel pseudo-vitelliforme.

PURPOSE: In the mid-late life, basal laminar drusen can be associated with vitelliform macular degeneration and choroidal neovascularization. The differential diagnosis between these two clinical entities is not always easy with fluorescein angiography. The aim of this case report is to describe the indocyanine green angiographic features of basal laminar drusen and pseudo-vitelliform material and to evaluate the role of ICG angiography in differentiating new choroidal vessels from vitelliform macular degeneration. PATIENTS AND METHODS: Six patients (12 eyes) with central visual loss and metamorphopsia underwent a biomicroscopic examination. Diagnosis was basal laminar drusen and bilateral vitelliform macular degeneration. Fluorescein and indocyanine green angiographies were performed and the results were compared. RESULTS: In all eyes, basal laminar drusen were hyperfluorescent with both angiographies. On fluorescein angiography, the macular material was hypofluorescent early, but gradual staining occurred from the borders in the late phase. In 8 out of the 12 eyes, fluorescein angiographic characteristics of the macular lesions could not provide clues to differential diagnostic between new choroidal vessels and vitelliform material. On indocyanine green angiography, in 8 eyes the material remained intensely hypofluorescent during the whole sequence. In 4 eyes, indocyanine green angiography allowed the identification of hyperfluorescent well-defined new choroidal vessels. CONCLUSIONS: Indocyanine green angiography allows the visualization of basal laminar drusen and can easily differentiate choroidal neovascularization from acquired vitelliform degeneration.

Role of external beam radiotherapy in the treatment of relapsing meningioma.

The role of radiotherapy in the treatment of relapsing meningiomas is not well established. Data of patients treated with radiotherapy for a relapsing meningioma were retrospectively analyzed. Overall survival (OS) was the primary endpoint of the analysis. Local control and acute and late toxicity rates have been also reported. From April 1986 to February 2011, 37 patients with a diagnosis of recurrent meningioma were treated. Median age was 64 years (range 36-79). A total of 18, 10, 5 and 4 patients were affected by relapsing benign, atypical, malignant meningiomas and meningiosarcomas, respectively (WHO classification). Median dose was 60 Gy (range 46-66 Gy). The median follow-up was 42 months (range 3-300 months). OS at 1, 3, 5 and 8 years was 81, 55.6, 43.9 and 25.8%, respectively (median OS 45 months). A strong statistical trend was observed toward better OS rates in patients treated with radiotherapy at first recurrence compared to those treated at the second (or more) recurrence (OS 50.5 vs. 30.8%, p=0.055). A statistical impact of the histology (WHO I vs. II, III and IV) on 5-year OS was also observed (OS 60 vs. 30%, 0 and 0%, p=0.010). Radiotherapy has been well tolerated, with no G2-4 neurological toxicity (RTOG toxicity score). Conventional radiation therapy has an important role in multidisciplinary approach in the treatment of recurrence of meningiomas. The histological type and the timing of the radiotherapy are prognostic factors in terms of survival.

Is there a role for postoperative radiotherapy following open partial laryngectomy when prognostic factors on the pathological specimen are unfavourable? A survey of head and neck surgical/radiation oncologists.

Our aim was to survey the opinions of Italian radiation and ENT oncologists regarding the role of postoperative radiotherapy (PRT) and the appropriate dose to be given to patients with remnant larynx (RL) after open partial laryngectomy (OPL). The radio-oncologists (ROs) of the Italian Radiation-Oncologist Association (AIRO) and the ENTs of the Head-Neck Oncology Society (AIOCC-IHNS) were contacted through a SurveyMonkey online interface questionnaire. There were 148 usable responses. The majority of ROs recommended PRT in the case of positive/close margins (R(+)/R(close)) or in the case of initial involvement of thyroid cartilage (pT3(tci)). In the same cases, ENTs prefer a "watch and wait" policy (w&w). Both disciplines recommended w&w in the case of negative margins (R(-)). Finally, the majority of RO s recommended irradiating RL with 62-66 Gy in R(+), with 56-66 Gy (61.4%) in R(close) and with 56-60 Gy (34%) in pT3(tci). In Conclusion, OPL raises new considerations about PRT.

Open-source, low-cost, high-reliability solutions for digital imaging systems: example of a "dicom router".

PURPOSE: The purpose of this article is to illustrate a case where acquisition of digital imaging know-how by a modern radiotherapy division has helped to solve a technical problem while allowing substantial savings through the use of free and open-source resources. The problem was related to the necessity to route, with complex policies, the images produced by different digital imaging and communications in medicine (DICOM) sources within the department or in other divisions and/or hospitals. MATERIALS AND METHODS: The problem was solved by using completely free, well-tested and stable technologies (PHP, Apache, MySQL, DCMTK OFFIS, Red Hat Linux 9A and Linux Fedora Core 4) and low-cost hardware to contain costs. In the development, we also considered integration of the routed images with the existing electronic clinical records. RESULTS: The system developed, called the dicom router, implemented two kinds of routing: manual and automatic, both oriented to link the images acquired with the existing electronic clinical records. System stability was enhanced in a second phase by using a low-cost hardware redundancy solution. The system has now been operating for 1 year and has proved the value of the technologies used. CONCLUSIONS: The need to operate with more than one provider creates a series of integration issues, so that it becomes economically appealing to acquire internally the knowledge needed to interact more precisely with providers of big information technology (IT) solutions. This need is well catered for by open-source technologies, which are well documented and available to everyone. By using them, in-house IT technicians are able to implement valuable technical solutions for small-to medium-sized informatization problems, which would otherwise remain unsolved except with great economic efforts.