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1.
Eur J Cancer ; 167: 42-53, 2022 05.
Article in English | MEDLINE | ID: mdl-35378410

ABSTRACT

BACKGROUND: Immune checkpoint blockers (ICBs) in combination with antiangiogenic drugs showed synergistic efficacy in several tumour types. New patterns of progression have recently been defined upon treatment with ICB alone including atypical responses such as pseudoprogression (PsPD), dissociated response and hyperprogressive disease (HPD). This study aimed to describe the patterns of response observed in patients treated with combination ICB with antiangiogenic drugs. METHODS: We conducted a monocentric retrospective analysis of patients (pts) enrolled in phase I trials at Gustave Roussy assessing the combination of ICB and antiangiogenic drugs. Radiological CT scans were centrally reviewed by a senior radiologist according to iRECIST criteria including progressive disease (PD), partial response (PR) and stable disease (SD). HPD was defined as a progression at the first evaluation with a delta tumour growth rate exceeding 50%. PsPD was defined as initial progression followed by stabilisation or decrease of tumour size, DisR as a concomitant size decrease in some tumour lesions and size increase in others. Both PsPD and DisR are defined as atypical responses. Overall response rate included PR and complete response (CR) and disease control rate included PR, CR and SD. RESULTS: Between December 2016 and June 2020, 111 pts were included. The median follow up was 12.8 months (11.3-15.1). The most common tumour types were lung and pleura (20%), kidney (18%) and bladder (17%). The overall response rate and disease control rate were 21.6% (n = 24) and 59% (n = 65), respectively. Twenty-one patients (19%) experienced PD as the best response. PsPD, DisR and HPD were observed in 4 (3.6%), 11 (9.9%) and 7 (6.3%) pts, respectively. DisR and PsPD were associated with longer iProgression Free Survival (median: 6.9 and 18.9 months, respectively) and iOverall Survival (median: 28.4 and 31.1 months, respectively) than a median of SD in immune progression-free survival (median: 4.2 months) and immune overall survival (median: 12.7 months). CONCLUSION: Patients treated with ICBs and antiangiogenic agents display atypical responses. Survival might be longer in patients with DisR responses and PsPD disease than patients with HPD, PD and SD.


Subject(s)
Immune Checkpoint Inhibitors , Neoplasms , Angiogenesis Inhibitors/therapeutic use , Disease Progression , Humans , Immune Checkpoint Inhibitors/therapeutic use , Neoplasms/diagnostic imaging , Neoplasms/drug therapy , Retrospective Studies
2.
Front Oncol ; 11: 729371, 2021.
Article in English | MEDLINE | ID: mdl-34733781

ABSTRACT

OBJECTIVE: To develop and validate a new strategy based on radiomics features extracted from intra- and peritumoral regions on CT images for the prediction of atypical responses to the immune checkpoint inhibitor (ICI) in cancer patients. METHODS: In total, 135 patients derived from five hospitals with pathologically confirmed malignancies receiving ICI were included in this retrospective study. Atypical responses including pseudoprogression (PsP) and hyperprogression disease (HPD) were identified as their definitions. A subgroup of standard progression disease (sPD) in 2018 was also involved in this study. Based on pretreatment CT imaging, a total of 107 features were extracted from intra- and peri-tumoral regions, respectively. The least absolute shrinkage and selection operator (Lasso) algorithm was used for feature selection, and multivariate logistic analysis was used to develop radiomics signature (RS). Finally, a total of nine RSs, derived from intra-tumoral, peri-tumoral, and combination of both regions, were built respectively to distinguish PsP vs. HPD, PsP vs. sPD, and HPD vs. sPD. The performance of the RSs was evaluated with discrimination, calibration, and clinical usefulness. RESULTS: No significant difference was found when compared in terms of clinical characteristics of PsP, HPD, and sPD. RS based on combined regions outperformed those from either intra-tumoral or peri-tumoral alone, yielding an AUC (accuracy) of 0.834 (0.827) for PsP vs. HPD, 0.923 (0.868) for PsP vs. sPD, and 0.959 (0.894) for HPD vs. sPD in the training datasets, and 0.835 (0.794) for PsP vs. HPD, 0.919 (0.867) for PsP vs. sPD, and 0.933 (0.842) for HPD vs. sPD in the testing datasets. The combined RS showed good fitness (Hosmer-Lemeshow test p > 0.05) and provided more net benefit than the treat-none or treat-all scheme by decision curve analysis in both training and testing datasets. CONCLUSION: Pretreatment radiomics are helpful to predict atypical responses to ICI across tumor types. The combined RS outperformed those from either intra- or peri-tumoral alone which may provide a more comprehensive characterization of atypical responses to ICI.

3.
Pharmacol Biochem Behav ; 207: 173205, 2021 08.
Article in English | MEDLINE | ID: mdl-33991579

ABSTRACT

Anxiety is the most prevalent brain disorder and a common cause of human disability. Animal models are critical for understanding anxiety pathogenesis and its pharmacotherapy. The zebrafish (Danio rerio) is increasingly utilized as a powerful model organism in anxiety research and anxiolytic drug screening. High similarity between human, rodent and zebrafish molecular targets implies shared signaling pathways involved in anxiety pathogenesis. However, mounting evidence shows that zebrafish behavior can be modulated by drugs beyond conventional anxiolytics or anxiogenics. Furthermore, these effects may differ from human and/or rodent responses, as such 'unconventional' drugs may affect zebrafish behavior despite having no such profiles (or exerting opposite effects) in humans or rodents. Here, we discuss the effects of several putative unconventional anxiotropic drugs (aspirin, lysergic acid diethylamide (LSD), nicotine, naloxone and naltrexone) and their potential mechanisms of action in zebrafish. Emphasizing the growing utility of zebrafish models in CNS drug discovery, such unconventional anxiety pharmacology may provide important, evolutionarily relevant insights into complex regulation of anxiety in biological systems. Albeit seemingly complicating direct translation from zebrafish into clinical phenotypes, this knowledge may instead foster the development of novel CNS drugs, eventually facilitating innovative treatment of patients based on novel 'unconventional' targets identified in fish models.


Subject(s)
Anti-Anxiety Agents/pharmacology , Anxiety/drug therapy , Zebrafish , Animals , Anxiety/metabolism , Aspirin/pharmacology , Behavior, Animal/drug effects , Disease Models, Animal , Humans , Lysergic Acid Diethylamide/pharmacology , Motor Activity/drug effects , Naloxone/pharmacology , Naltrexone/pharmacology , Nicotine/pharmacology
4.
Vision Res ; 130: 9-21, 2017 01.
Article in English | MEDLINE | ID: mdl-27876513

ABSTRACT

Children with a progressing myopia exhibit an abnormal pattern of high accommodative lags coupled with high accommodative convergence (AC/A) and high accommodative adaptation. This is not predicted by the current models of accommodation and vergence. Reduced accommodative plant gain and reduced sensitivity to blur have been suggested as potential causes for this abnormal behavior. These etiologies were tested by altering parameters (sensory, controller and plant gains) in the Simulink model of accommodation. Predictions were then compared to the static and dynamic blur accommodation (BA) measures taken using a Badal optical system on 12 children (6 emmetropes and 6 myopes, 8-13years) and 6 adults (20-35years). Other critical parameters such as CA/C, AC/A, and accommodative adaptation were also measured. Usable BA responses were classified as either typical or atypical. Typical accommodation data confirmed the abnormal pattern of myopia along with an unchanged CA/C. Main sequence relationship remained invariant between myopic and nonmyopic children. An overall reduction was noted in the response dynamics such as peak velocity and acceleration with age. Neither a reduced plant gain nor reduced blur sensitivity could predict the abnormal accommodative behavior. A model adjustment reflecting a reduced accommodative sensory gain (ASG) coupled with an increased AC cross-link gain and reduced vergence adaptive gain does predict the empirical findings. Empirical measures also showed a greater frequency of errors in accommodative response generation (atypical responses) in both myopic and control children compared to adults.


Subject(s)
Accommodation, Ocular/physiology , Adaptation, Ocular/physiology , Convergence, Ocular/physiology , Myopia/physiopathology , Adaptation, Physiological/physiology , Adolescent , Adult , Child , Female , Humans , Male , Models, Theoretical , Young Adult
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