Estimation and visualization of heterogeneous treatment effects for multiple outcomes.

We consider two-arm comparison in clinical trials. The objective is to identify a population with characteristics that make the treatment effective. Such a population is called a subgroup. This identification can be made by estimating the treatment effect and identifying the interactions between treatments and covariates. For a single outcome, there are several ways available to identify the subgroups. There are also multiple outcomes, but they are difficult to interpret and cannot be applied to outcomes other than continuous values. In this paper, we thus propose a new method that allows for a straightforward interpretation of subgroups and deals with both continuous and binary outcomes. The proposed method introduces latent variables and adds Lasso sparsity constraints to the estimated loadings to facilitate the interpretation of the relationship between outcomes and covariates. The interpretation of the subgroups is made by visualizing treatment effects and latent variables. Since we are performing sparse estimation, we can interpret the covariates related to the treatment effects and subgroups. Finally, simulation and real data examples demonstrate the effectiveness of the proposed method.

Primary cardiac rhabdomyosarcoma successfully treated with eribulin: a case report.

Rhabdomyosarcoma is the most common soft tissue sarcoma that typically occurs in children and adolescents and is rare in adults. Furthermore, as cardiac tumor is rare, adult cardiac rhabdomyosarcoma is a very rare entity. Here, we report the case of a 68-year-old woman with cardiac rhabdomyosarcoma who was successfully treated with eribulin. She presented with sudden loss of consciousness, which was attributed to the cardiac tumor. The tumor was resected by emergency surgery and was diagnosed as embryonal rhabdomyosarcoma. Although surgical treatment alleviated her symptoms, the residual tumor increased in size after surgery and required multimodal treatment. First-line chemotherapy with the vincristine, actinomycin D, and cyclophosphamide regimen had to be discontinued owing to adverse events, and thus eribulin was used as a second-line treatment. Eribulin was better tolerated and helped maintain a stable disease status for >18 months. This reported case of cardiac rhabdomyosarcoma is the first case to be successfully treated with eribulin over a relatively long period. Eribulin therapy may thus be a viable treatment alternative for rhabdomyosarcoma.

Clinical outcomes of limb salvage surgery with postoperative intensity-modulated radiation therapy for soft-tissue sarcoma and metastasis.

OBJECTIVE: The primary aim of intensity-modulated radiation therapy (IMRT) for treating soft tissue sarcoma of an extremity is the reduction of morbidity and maintenance of local control. METHODS: We evaluated the outcomes and toxicity of adjuvant IMRT following function-preserving surgery to treat patients with soft tissue sarcoma and metastasis of the extremities. We retrospectively reviewed prospective databases at Kure Medical Center and Aichi Medical University between 2013 and 2016 and identified 10 patients with lower extremity soft tissue sarcoma who underwent both limb-sparing surgery and postoperative IMRT at one of our institutions. RESULTS: There were 7 men and 3 women (mean age, 67.2 years; range, 48-87 years) included in the study. Of these, four patients were continuously disease-free, two showed no evidence of disease, and four died due to disease. The average functional score was 82% (range, 53-100%). Among the 10 patients, 2 (22%) had grade 1-2 edema and 1 (11%) had grade 2 joint stiffness. Another patient developed grade 2 acute dermatitis. There were no severe complications such as infection, tissue necrosis, fracture, or nerve palsy. CONCLUSION: Although the number of patients in this study was small, our results show that adjuvant IMRT following function-preserving surgery for soft tissue sarcoma of the extremity can be valuable for treating unmanageable tumors.

Intra-arterial infusion chemotherapy using cisplatin with radiotherapy for Stage III squamous cell carcinoma of the cervix.

PURPOSE: To examine the effectiveness of concomitant intra-arterial infusion chemotherapy (IAIC) using cisplatin (CDDP) with radiotherapy for Stage III squamous cell carcinoma of the cervix. MATERIALS AND METHODS: We analyzed 29 cases of Stage III squamous cell carcinoma of the uterine cervix treated with radiotherapy and IAIC of CDDP from 1991 to 2006. External-beam therapy was given to the whole pelvis using four opposing parallel fields with an 18-MV linear accelerator unit. A central shield was used after 30-40 Gy with external whole-pelvic irradiation, and the total dose was 50 Gy. High-dose-rate brachytherapy was given with (192)Ir microSelectron. The dose at Point A was 6 Gy per fraction, 2 fractions per week, and the total number of fractions was either 3 or 4. Two or three courses of IAIC were given concomitantly with CDDP 120 mg or carboplatin 300 mg. RESULTS: We confirmed excellent medicine distribution directly by using computed tomographic angiography. The 5-year overall survival rate for Stage III patients was 62%, the cause-specific survival rate was 70%, and the local relapse-free survival rate was 89%. Local recurrence, distant metastasis, and occurrences of both were 7%, 38%, and 3%, respectively. The incidence of severe acute hematologic adverse reactions (Grade > or =3) was 27% for all patients; however, all recovered without interruption of radiotherapy. Severe nonhematologic effects (Grade > or =3) were 3%, including nausea and ileus. Only 1 patient's radiotherapy was interrupted for a period of 1 week because of ileus. Severe late complication rates (Grade > or =3) for the bladder, rectum, and intestine were 3%, 3%, and 10%, respectively. CONCLUSION: A combination of IAIC and systemic chemotherapy should be considered to improve the prognosis of patients with Stage III squamous cell carcinoma of the cervix.