In this task, you are given a passage which has a question and the context. You have to generate an answer to the question based on the information present in the context.

Input: Consider Input: Context: Linitis plastica-type gastric carcinoma remains a disease with poor prognosis despite an aggressive surgical approach. Although a prominent pattern of disease failure is peritoneal carcinomatosis, some patients experience rapid disease progression without signs of the peritoneal disease.', 'Clinicopathologic data from 178 patients with linitis plastica-type gastric cancer operated on between 1991 and 2000 were analyzed. Survival stratified by curability of surgery, pN stage, and patterns of failure were evaluated by using the Kaplan-Meier method, and chi(2) test was used to evaluate correlation between the number of metastatic lymph nodes in terms of pN categories and the incidence of various patterns of metastasis and recurrence. Cox regression hazard model was used to identify independent prognostic factors.', 'R0 resection was performed only among 82 patients (46% of those who underwent laparotomy). Node metastasis was frequent with only 22 patients classified as pN0. Peritoneal carcinomatosis was observed in 131 patients and was the commonest pattern of recurrence. Bone metastasis, found in 13 patients, was associated with poor outcome, and its incidence was significantly correlated with the number of metastatic nodes. pT4 status and pN3 status were identified as significant independent prognostic determinants.\Question: Is the number of metastatic lymph nodes a significant risk factor for bone metastasis and poor outcome after surgery for linitis plastica-type gastric carcinoma?

Output: Treatment strategy for the linitis plastica should in general combine surgery with aggressive treatment directed toward peritoneal disease. However, patients with >16 metastatic nodes more often are associated with bone metastasis than those with modest nodal involvement and suffer from poor prognosis.


Input: Consider Input: Context: Non-viral gene transfer efficiency is low as compared to viral vector systems. Here we describe the discovery of new drugs that are capable of enhancing non-viral gene transfer into mammalian cells using a novel two-stage screening procedure.', 'First, potential candidates are preselected from a molecular library at various concentrations by a semi-automated yeast transfection screen (YTS). The maximal transfection efficiency of every positive drug is subsequently determined in independent experiments at the optimal concentration and compared to the inhibitory effect of the drug on cell growth (IC50). In a subsequent mammalian cell transfection screen (MTS), the maximal transfection efficiency and the IC50 are determined for all preselected drugs using a human cell line and a luciferase reporter gene construct.', 'Employing our novel system we have been able to identify a new class of transfection enhancers, the tricyclic antidepressants (i.e. doxepin, maprotiline, desipramine and amoxapine). All positive drugs enhanced gene transfer in both yeast and human cell lines, but lower concentrations were sufficient for mammalian cells. With a triple combination of doxepin, amoxapine and chloroquine we obtained a transfection efficiency that exceeded that of chloroquine, one of the best-known transfection enhancers of mammalian cells, by nearly one order of magnitude.\Question: Does novel two-stage screening procedure lead to the identification of a new class of transfection enhancers?

Output: Non-viral gene transfer efficiency can be increased significantly using new transfection enhancers that are identified by a novel, semi-automated two-stage screening system employing yeast cells in the first and specific human target cells in the second round.


Input: Consider Input: Context: Hemodialysis (HD) patients are exposed to a high risk of death. Nutritional status has been recognized as a key factor for patient survival. Nutritional markers have been shown to improve after HD onset. In this study we have analyzed the dynamics of target weight (TGW) change and the evolution of other nutritional parameters during the first year of HD treatment and their influence on patients' outcomes.", 'We have analyzed a retrospective cohort of incident patients starting HD therapy between January 2000 and January 2009, and studied the values and changes in TGW, interdialytic weight gain (IDWG), predialysis systolic blood pressure, serum albumin, protein intake, C-reactive protein (CRP) from the start and first week (W1), W8, W12, W26 and W52 in patients who survived the first year of therapy. We have analyzed the relationship between TGW changes with other nutritional parameters and the patient survival.', 'Among the cohort including 363 patients starting HD therapy, 251 (age 65.8 ± 14.8 years, 93 female/158 male, diabetes 36%) survived at least 1 year after dialysis onset and were followed for 44.9 months. During the first 8 weeks, the TGW decreased by 6.5 ± 5.6% (initial TGW change). The initial TGW change was correlated with IDWG at W12 and W26, and with changes in serum albumin and nPNA (normalized protein equivalent of nitrogen appearance) between HD W1 and W52 (respectively +7.8 and +11.4%). From W8 to W52, the TGW increased by +1.9 ± 7.4% (secondary TGW change). The Kaplan-Meier analysis displayed a significantly better survival in patients above the median (+2.3%) of the secondary TGW change (respectively -3.6 ± 5.2% and +7.6 ± 4.5%). The two groups above and below this median were not different according to age, diabetes or cardiovascular event history but the patients above the median had a significant higher IDWG and protein intake. In the Cox model analysis the patient overall mortality was related to age (p < 0.0001), to the secondary TGW change (p = 0.0001), and to the CRP level at W52 (p < 0.0001).\Question: Is target weight gain during the first year of hemodialysis therapy associated with patient survival?


Output: The initial fluid removal was related to nutritional markers. The secondary TGW change during the first year of HD treatment calculated after the initial phase of fluid removal was identified as a strong predictor of survival. It was associated with a better food intake whereas the patient case mix was not different. These data highlight the importance of nutrition and food intake in the first year of dialysis therapy and the need for nutritional follow-up and support in incident HD patients. It stresses the need in understanding the key factors associated with food intake in this setting.