Statistical Models for Animal Survival Time in Mouse Lymphoma

Biometrics ◽  
1970 ◽  
Vol 26 (4) ◽  
pp. 749 ◽  
Author(s):  
Potter C. Chang
2021 ◽  
Author(s):  
Bo Deng ◽  
Bing Ma ◽  
Yingying Ma ◽  
Pei Cao ◽  
Xigang Leng ◽  
...  

Abstract Background: Cancer nanovaccine has become a promising approach for cancer immunotherapy. The major challenge of cancer vaccines is limited efficacy caused by lack of desirable tumor specific antigens (TSA). Chemotherapeutics can trigger immunogenic cell death (ICD) and release TSAs, which initiate tumor-specific immune responses. However, ICD-triggered immune responses are usually not potent enough to eliminate the tumor cells. Herein, we developed liposomal spherical nucleic acids (SNA) that can simultaneously deliver and release doxorubicin (DOX) and CpG oligonucleotides upon biological stimuli in tumors to augment antitumor immune responses. Results: SNA nanoparticle increased DOX accumulation at the tumor tissue to induce tumor cells apoptosis and autophagy to activate both ICD-triggered and autophagy-mediated Th1-type immune responses. Meanwhile, CpG, which was co-delivered with DOX, functioned synergistically to potentiate the antitumor immune responses. These nanoparticles effectively inhibited tumor growth and extended animal survival of a mouse lymphoma model. Conclusions: This work provided a simple strategy of delivering chemotherapeutics and adjuvants to tumors to improve immunotherapeutic efficacy of nanovaccines.


2002 ◽  
Vol 29 (6) ◽  
pp. 663 ◽  
Author(s):  
A. J. Robinson ◽  
P. T. M. So ◽  
W. J. Müller ◽  
B. D. Cooke ◽  
L. Capucci

Statistical models have been developed to explain the influence of age and maternal antibody on the outcome of rabbit haemorrhagic disease virus (RHDV) infection of Australian wild rabbit kittens in terms of survival, survival time in those that failed to survive, and pyrexia (temperature response, or fever). Similar models describing survival and survival time were derived by substituting mass for age, owing to their high correlation. The models were developed from data obtained following the inoculation of 78 kittens 5–11 weeks old born to does with varying levels of α-RHDV immunoglobulin (IgG) antibody as measured by enzyme-linked immunosorbent assay (ELISA). A significant correlation was found between survival and doe titre but not between survival and kitten titre. It was deduced that maternal antibody in kittens can fall below the level of detection in the ELISA but still be protective. The model describing the influence of age and doe titre had the form logit(SURVIVAL) = 5.98 – 0.944(AGE) + 0.000473(DOE TITRE), and showed, for example, that kittens born to seronegative does had a 50% probability of survival at about 6 weeks old and, with a doe titre of 10 240, a 50% probability of survival at about 11 weeks old. There was a significant influence of kitten titre on pyrexia, and the model developed had the form logit(TEMPERATURE RESPONSE) = 1.436 – 0.0531(KITTEN TITRE). The influence of age and maternal antibody on survival time was fitted using Cox proportional hazard models. A parametric regression gave rise to a final model of the form S(t | AGE, DOE TITRE) = exp[–(t/ηAGE)1.7979], where ηAGE = exp[7.1838 – 0.2976(AGE) + 0.000227(DOE TITRE)]. The model showed that survival time decreased with age, but for each age category there was an increase in survival time with increasing doe titre. Kitten titre had only a marginally significant effect on seroconversion; there was no effect of kitten age or mass, or of doe titre. No kitten with a titre of 60 or more seroconverted.


Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 4788-4788
Author(s):  
Ting Niu ◽  
Hua Gao

Abstract Abstract 4788 ObjectiveF Honokiol(HNK),an active component purified from the bark of Magnolia officianlis, consists of biphenyl skeleton with phenolic and allylic functionalities. It has showed a variety of pharmacological effects. Most attraction to us among them is antitumor effect including cytotoxicity, inducing cell differentiation and apoptosis, anti-angiogenisis, inhibiting activity of enzyme and synthesis of DNA and RNA. However, the extrem water insolubility hampers it's delivering to the tumor at an effective concentration. Liposomes have previously been used as carriers for delivery of a variety of drugs and they can improve water solubility, biodistribution and metabolism of those drugs. In the present study, we encapsulated honokiol in the non-aqueous interior of the polyethyleng glycolliposome. The antitumor efficacy and its mechanism of liposomal honokiol was investigated in vivo. MethodsF The honokiol encapsulated by liposomes was preparated in our laboratory. The tumor model was established in C57BL/6 mice by injection of EL-4 lymphoma cells. When tumor became visible about seven days after injection, the mice were randomized into six groups (10 mice each group) and treated with different doses of liposomal honokiol(LH), empty liposome, Normal Saline(NS) and Adriamycin(ADM), respectively. Tumor volume and survival time were observed. Antiangiogenesis, antilymphangiogenesis and tumor proliferative index of the tumor tissues were determined by CD31, D2-40 and Ki-67 immunohistochemistry staining, meanwhile the tumor apoptosis index was measured by TUNEL method. ResultsF In mouse lymphoma model liposomal honokiol obviously inhibited the growth of tumor in dose-dependent manner. After treatment, the tumor growth inhibition rate in 10mg/kg LH group was 49.54%,meanwhile the one in 20mg/kg LH group was 66.47%.The tumor volumes in 10mg/kg LHA20mg/kg LH and 5mg/kg ADM groups were significantly different compared with NS and LIP groups(P<0.05).No difference were observed in the tumor volumes between the 5mg/kg LHANS and LIP groups(P>0.05).There is significant difference in tumor volumes between 20mg/kg LH and 5mg/kg LH groups(P<0.05). In terms of survival investigation, the median survival time in NS and LIP groups were 30 days. No mice in these two groups were alive after the completion of study. Meanwhile the median survival time in 20mg/kg LH group was 36 days, with the survival time of 33% of mice in this group was longer than 60 days. The survival times in 10mg/kg LHA20mg/kg LH and 5mg/kg ADM groups were significantly different compared with NS and LIP groups(P<0.05). No intolerant sideeffects in liposomal honokiol-treated groups were observed in the present study. Compared with NS group, the MVD, LMVD, apoptosis index and proliferative index in 20mg/kg LH group were significantly different(P<0.05). ConclusionsF In mouse lymphoma model liposomal honokiol markedly inhibited the growth of tumor, prolonged the survival time in dose-dependent manner. Liposomal honokiol exerted its inhibitory effect by blocking angiogenesis and lymphangiogenesis, inducing tumor cell apoptosis and suppressing tumor proliferation. These findings may be of importance for further exploration of the potential application of liposomal honokiol in the treatment of lymphoma. Disclosures: No relevant conflicts of interest to declare.


2008 ◽  
Vol 28 (8) ◽  
pp. 1431-1439 ◽  
Author(s):  
Drazen Zagorac ◽  
Danica Jakovcevic ◽  
Debebe Gebremedhin ◽  
David R Harder

Cytochrome P450 epoxygenase catalyzes 5,6-, 8,9-, 11,12-, and 14,15-epoxyeicosatrienoic acids (EETs) from arachidonic acid (AA). In 1996, our group identified the expression of the cytochrome P450 2C11 epoxygenase (CYP epoxygenase) gene in astrocytes. Because of our finding an array of physiological functions have been attributed to EETs in the brain, one of the actions of EETs involves a predominant role in brain angiogenesis. Blockade of EETs formation with different epoxygenase inhibitors decreases endothelial tube formation in cocultures of astrocytes and capillary endothelial cells. The intent of this investigation was to determine if pharmacologic inhibition of formation of EETs is effective in reducing capillary formation in glioblastoma multiforme with a concomitant reduction in tumor volume and increase in animal survival time. Two mechanistically different inhibitors of CYP epoxygenase, 17-octadecynoic acid (17-ODYA) and miconazole, significantly reduced capillary formation and tumor size in glial tumors formed by injection of rat glioma 2 (RG2) cells, also resulting in an increased animal survival time. However, we observed that 17-ODYA and miconazole did not inhibit the formation of EETs in tumor tissue. This implies that 17-ODYA and miconazole appear to exert their antitumorogenic function by a different mechanism that needs to be explored.


2021 ◽  
Author(s):  
Gustavo S Jeuken ◽  
Nick P. Tobin ◽  
Lukas Käll

Motivation: Most activities in a cell are dependent on not individual, but rather sets of biomolecules. Such sets are often referred to as pathways. Pathways are useful to study as their activities are frequently more directly related to the behavior of the cell than their components. Traditional pathway analysis gives significance to differences in the pathway components' concentrations between sample groups. Here we instead propose a PCA-based method for estimating individual samples pathway activity that allows us to investigate more advanced statistical models. Specifically, we investigate the pathway activities' association with patients' survival time based on the transcription profiles of the METABRIC dataset. Results: Our implementation shows that pathway activities are better prognostic markers for survival time in METABRIC than the individual transcripts. We also demonstrate that we can regress out the effect of individual pathways on other pathways, which allows us to estimate the other pathways' residual pathway activity on survival. Availability: Python package is available from https://github.com/statisticalbiotechnology/porch, and the code generating the plots available at https://github.com/statisticalbiotechnology/metabric-pathway-survival.


2004 ◽  
Vol 171 (4S) ◽  
pp. 493-494
Author(s):  
Haruhito Azuma ◽  
Shiro Takahara ◽  
Takashi Wada ◽  
Takeshi Sakamoto ◽  
Akihiko Okuyama ◽  
...  

Sign in / Sign up

Export Citation Format

Share Document