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1.
Sci Rep ; 13(1): 11951, 2023 07 24.
Article in English | MEDLINE | ID: mdl-37488154

ABSTRACT

Mathematical models based on partial differential equations (PDEs) can be exploited to handle clinical data with space/time dimensions, e.g. tumor growth challenged by neoadjuvant therapy. A model based on simplified assessment of tumor malignancy and pharmacodynamics efficiency was exercised to discover new metrics of patient prognosis in the OLTRE trial. We tested in a 17-patients cohort affected by early-stage triple negative breast cancer (TNBC) treated with 3 weeks of olaparib, the capability of a PDEs-based reactive-diffusive model of tumor growth to efficiently predict the response to olaparib in terms of SUVmax detected at 18FDG-PET/CT scan, by using specific terms to characterize tumor diffusion and proliferation. Computations were performed with COMSOL Multiphysics. Driving parameters governing the mathematical model were selected with Pearson's correlations. Discrepancies between actual and computed SUVmax values were assessed with Student's t test and Wilcoxon rank sum test. The correlation between post-olaparib true and computed SUVmax was assessed with Pearson's r and Spearman's rho. After defining the proper mathematical assumptions, the nominal drug efficiency (εPD) and tumor malignancy (rc) were computationally evaluated. The former parameter reflected the activity of olaparib on the tumor, while the latter represented the growth rate of metabolic activity as detected by SUVmax. εPD was found to be directly dependent on basal tumor-infiltrating lymphocytes (TILs) and Ki67% and was detectable through proper linear regression functions according to TILs values, while rc was represented by the baseline Ki67-to-TILs ratio. Predicted post-olaparib SUV*max did not significantly differ from original post-olaparib SUVmax in the overall, gBRCA-mutant and gBRCA-wild-type subpopulations (p > 0.05 in all cases), showing strong positive correlation (r = 0.9 and rho = 0.9, p < 0.0001 both). A model of simplified tumor dynamics was exercised to effectively produce an upfront prediction of efficacy of 3-week neoadjuvant olaparib in terms of SUVmax. Prospective evaluation in independent cohorts and correlation of these outcomes with more recognized efficacy endpoints is now warranted for model confirmation and tailoring of escalated/de-escalated therapeutic strategies for early-TNBC patients.


Subject(s)
Triple Negative Breast Neoplasms , Humans , Ki-67 Antigen , Positron Emission Tomography Computed Tomography
2.
Front Oncol ; 11: 686776, 2021.
Article in English | MEDLINE | ID: mdl-34262869

ABSTRACT

INTRODUCTION: Olaparib is effective in metastatic triple negative breast cancer (TNBC) carrying germline mutations in DNA damage repair (DDR) genes BRCA1/2 (gBRCA-mut). The OLTRE window-of-opportunity trial preliminarily investigated potential pathologic, radiometabolic and immune biomarkers of early-response to olaparib in gBRCA-wild-type (wt) TNBC and, as proof-of-concept in gBRCA-mut HER2-negative BC. METHODS: Patients received olaparib for 3 weeks (3w) before standard neoadjuvant chemotherapy and underwent multiple FDG18-PET/CT scan (basal, after olaparib), clinical assessments (basal, every 3w), tumor biopsies and blood samplings (baseline, after olaparib). Clinical and radiometabolic responses were evaluated according to RECIST1.1 and PERCIST criteria. RESULTS: 27 patients with gBRCA-wt TNBC and 8 with gBRCA-mut BC (6 TNBC, 2 HR+/HER2-negative) were enrolled. Three (11.1%) patients showed mutations in non-BRCA1/2 DDR genes and 4 (14.8%) in other genes. 3w olaparib induced 16/35 and 15/27 partial clinical and radiometabolic responses, including in 40.7% and 50.0% gBRCA-wt patients. gBRCA-mut tumors presented numerically higher tumor-infiltrating lymphocytes (TILs) levels and PD-L1 positive tumors. Clinical responders experienced a reduction in T-regs/T-eff ratio (p=0.05), B and NK lymphocytes (p=0.003 both), with an average increase in T-helpers rate (p<0.001) and CD4/CD8 ratio (p=0.02). Ki67% and TILs did not vary significantly (p=0.67 and p=0.77). A numerical increase in PD-L1 positive cases after olaparib was observed, though non-significant (p=0.134). No differences were observed according to gBRCA status and type of response. CONCLUSIONS: Early-stage TNBC might be a target population for olaparib, irrespective of gBRCA mutations. Future trials should combine TILs, PD-L1 and gBRCA status to better identify candidates for escalated/de-escalated treatment strategies including olaparib.

3.
Chir Ital ; 55(2): 153-60, 2003.
Article in Italian | MEDLINE | ID: mdl-12744088

ABSTRACT

Twenty-three patients with acute diverticulitis complicated by pericolic or paracolic abscesses (Hinchey stage I-II) after a first phase of medical treatment were treated with deferred elective resection of the descending colon and sigmoid plus colorectal anastomosis performed on average 30 days after the onset of the acute episode. The pathologist's investigation of the surgical specimens demonstrated persistence of severe inflammatory lesions despite the apparently satisfactory clinical outcome. These data explain the frequent recurrences and indicate surgical treatment as being the only therapy capable of definitively resolving the condition. As compared with the emergency surgery performed by others, deferred elective resection makes it possible to operate on patients who, once the acute phase has been overcome, can have their hydroelectrolytic balance perfectly restored and be adequately monitored with treatment of associated diseases and perfect colon preparation. This strategy has allowed us to eliminate operative mortality and reduce the postoperative morbidity, both of which are significantly present in emergency surgical operations. Also the overall hospital stay in the two admissions, the interval between which can be reduced in ideal cases, does not significantly differ from that reported for emergency operations.


Subject(s)
Colectomy/methods , Colonic Diseases/complications , Colonic Diseases/surgery , Diverticulitis/complications , Diverticulitis/surgery , Elective Surgical Procedures , Acute Disease , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Time Factors , Treatment Outcome
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