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1.
Cancer ; 129(2): 255-263, 2023 01 15.
Article in English | MEDLINE | ID: mdl-36385707

ABSTRACT

BACKGROUND: Autologous anti-CD19 chimeric antigen receptor (CAR) T-cell therapy is an effective treatment for approximately 40% of relapsed/refractory large B cell lymphomas (LBCL), and early identification of patients at risk for relapse or progression after CAR T-cell therapy represents a clinical need. METHODS: The authors conducted a single-center prospective study on 47 relapsed/refractory LBCL receiving CAR T-cell therapy to evaluate the prognostic value of baseline and after infusion 18 F-fluorodeoxyglucose positron emission tomography (PET)-computed tomography. Qualitative and quantitative metabolic parameters were evaluated before lymphodepletion, at day 30 and 90 post-infusion. RESULTS: Deep variation of standardized uptake value (SUV)mean between baseline and day 30 correlated with response at day 90 (hazard ratio [HR], 1.49; 95% confidence interval [CI], 1.01-2.2); pĀ =Ā .04) and better progression-free survival (PFS) (HR, 0.63; 95% CI, 0.41-0.97); pĀ =Ā .04). In the overall population, 1-year PFS was 63% for Deauville score (DS)1-3 and 39% for DS4-5 patients, respectively (pĀ =Ā .02), however, the prognostic role of DS was lost when survivals are analyzed by considering 38 patients not progressing at 30Ā days. In these patients, in partial response or stable disease, the combination of DS and variation of SUVmean allowed identification of three groups with different prognosis: patients with DS1-3 and those with DS4-5 and decreased SUVmean had similar 1-year PFS of 62% and 61%, whereas patients with DS4-5 and increased SUVmean had a poorer 1-year PFS of 33% (pĀ =Ā .04). CONCLUSIONS: PET parameters and association of DS and variation of SUVmean at 30Ā days could help in identify patients at high risk of CAR T-cell failure. LAY SUMMARY: This is a single-center prospective study on 47 lymphoma patients receiving commercial chimeric antigen receptor T-cell therapy aimed to evaluate the prognostic value of baseline and after infusion 18 F-fluorodeoxyglucose positron emission tomography. Among patients in partial remission or stable disease at day 30, the authors observed two subgroups with significantly different prognosis; patients with Deauville score (DS)4-5 and a concomitant reduction of standardized uptake value (SUV)mean had higher probability of long-lasting response than those with DS4-5 and an increase of SUVmean .


Subject(s)
Lymphoma, B-Cell , Lymphoma, Large B-Cell, Diffuse , Receptors, Chimeric Antigen , Humans , Prospective Studies , Neoplasm Recurrence, Local , Positron-Emission Tomography/methods , Positron Emission Tomography Computed Tomography , Prognosis , Fluorodeoxyglucose F18 , T-Lymphocytes , Retrospective Studies , Lymphoma, Large B-Cell, Diffuse/diagnostic imaging , Lymphoma, Large B-Cell, Diffuse/therapy
2.
Int J Mol Sci ; 21(4)2020 Feb 18.
Article in English | MEDLINE | ID: mdl-32085669

ABSTRACT

Circulating microRNA (ct-miRNAs) are able to identify patients with differential response to HER2-targeted therapy. However, their dynamics are largely unknown. We assessed 752 miRNAs from 52 NeoALTTO patients with plasma pairs prior and two weeks after trastuzumab. Increased levels of ct-miR-148a-3p and ct-miR-374a-5p were significantly associated with pathological complete response (pCR) (p = 0.008 and 0.048, respectively). At a threshold ≥ the upper limit of the 95%CI of the mean difference, pCR resulted 45% (95%CI 24%-68%), and 44% (95%CI 22%-69%) for ct-miR-148a-3p and ct-miR-374a-5p, respectively. Notably, ct-miR-148a-3p retained its predictive value (OR 3.42, 95%CI 1.23-9.46, p = 0.018) in bivariate analysis along with estrogen receptor status. Combined information from ct-miR-148a-3p and ct-miR140-5p, which we previously reported to identify trastuzumab-responsive patients, resulted in greater predictive capability over each other, with pCR of 54% (95%CI 25%-81%) and 0% (95%CI 0%-31%) in ct-miR-148a/ct-miR-140-5p high/present and low/absent, respectively. GO and KEGG analyses showed common enriched terms between the targets of these ct-miRNAs, including cell metabolism regulation, AMPK and MAPK signaling, and HCC progression. In conclusion, early modulated ct-miR-148-3p may inform on the functional processes underlying treatment response, integrate the information from already available predictive biomarkers, and identify patients likely to respond to single agent trastuzumab-based neoadjuvant therapy.


Subject(s)
Breast Neoplasms/blood , Breast Neoplasms/drug therapy , Circulating MicroRNA/blood , Neoadjuvant Therapy , Receptor, ErbB-2/metabolism , Trastuzumab/therapeutic use , Adult , Aged , Breast Neoplasms/genetics , Cell Line, Tumor , Female , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Humans , Logistic Models , Middle Aged , Multivariate Analysis
3.
Neuroimage ; 174: 494-503, 2018 07 01.
Article in English | MEDLINE | ID: mdl-29588227

ABSTRACT

Motor deficits are common outcomes of neurological conditions such as stroke. In order to design personalised motor rehabilitation programmes such as robot-assisted therapy, it would be advantageous to predict how a patient might respond to such treatment. Spontaneous neural activity has been observed to predict differences in the ability to learn a new motor behaviour in both healthy and stroke populations. This study investigated whether spontaneous resting-state functional connectivity could predict the degree of motor adaptation of right (dominant) upper limb reaching in response to a robot-mediated force field. Spontaneous neural activity was measured using resting-state electroencephalography (EEG) in healthy adults before a single session of motor adaptation. The degree of beta frequency (Ɵ; 15-25Ć¢Ā€ĀÆHz) resting-state functional connectivity between contralateral electrodes overlying the left primary motor cortex (M1) and the anterior prefrontal cortex (aPFC) could predict the subsequent degree of motor adaptation. This result provides novel evidence for the functional significance of resting-state synchronization dynamics in predicting the degree of motor adaptation in a healthy sample. This study constitutes a promising first step towards the identification of patients who will likely gain most from using robot-mediated upper limb rehabilitation training based on simple measures of spontaneous neural activity.


Subject(s)
Adaptation, Physiological , Brain Waves , Motor Activity , Motor Cortex/physiology , Prefrontal Cortex/physiology , Robotics , Adult , Arm/physiology , Biomechanical Phenomena , Electroencephalography , Female , Humans , Male , Neural Pathways/physiology , Young Adult
4.
J Neuroeng Rehabil ; 15(1): 11, 2018 02 27.
Article in English | MEDLINE | ID: mdl-29486775

ABSTRACT

BACKGROUND: Gait impairments during real-world locomotion are common in neurological diseases. However, very little is currently known about the neural correlates of walking in the real world and on which regions of the brain are involved in regulating gait stability and performance. As a first step to understanding how neural control of gait may be impaired in neurological conditions such as Parkinson's disease, we investigated how regional brain activation might predict walking performance in the urban environment and whilst engaging with secondary tasks in healthy subjects. METHODS: We recorded gait characteristics including trunk acceleration and brain activation in 14 healthy young subjects whilst they walked around the university campus freely (single task), while conversing with the experimenter and while texting with their smartphone. Neural spectral power density (PSD) was evaluated in three brain regions of interest, namely the pre-frontal cortex (PFC) and bilateral posterior parietal cortex (right/left PPC). We hypothesized that specific regional neural activation would predict trunk acceleration data obtained during the different walking conditions. RESULTS: Vertical trunk acceleration was predicted by gait velocity and left PPC theta (4-7Ā Hz) band PSD in single-task walking (R-squared = 0.725, p = 0.001) and by gait velocity and left PPC alpha (8-12Ā Hz) band PSD in walking while conversing (R-squared = 0.727, p = 0.001). Medio-lateral trunk acceleration was predicted by left PPC beta (15-25Ā Hz) band PSD when walking while texting (R-squared = 0.434, p = 0.010). CONCLUSIONS: We suggest that the left PPC may be involved in the processes of sensorimotor integration and gait control during walking in real-world conditions. Frequency-specific coding was operative in different dual tasks and may be developed as biomarkers of gait deficits in neurological conditions during performance of these types of, now commonly undertaken, dual tasks.


Subject(s)
Brain/physiology , Gait/physiology , Psychomotor Performance/physiology , Adult , Brain Mapping , Female , Humans , Male
5.
Int J Mol Sci ; 18(2)2017 Feb 14.
Article in English | MEDLINE | ID: mdl-28216608

ABSTRACT

We have previously reported hepcidin and ferritin increases in the plasma of breast cancer patients, but not in patients with benign breast disease. We hypothesized that these differences in systemic iron homeostasis may reflect alterations in different iron-related proteins also play a key biochemical and regulatory role in breast cancer. Thus, here we explored the expression of a bundle of molecules involved in both iron homeostasis and tumorigenesis in tissue samples. Enzyme-linked immunosorbent assay (ELISA) or reverse-phase protein array (RPPA), were used to measure the expression of 20 proteins linked to iron processes in 24 non-cancerous, and 56 cancerous, breast tumors. We found that cancerous tissues had higher level of hepcidin than benign lesions (p = 0.012). The univariate analysis of RPPA data highlighted the following seven proteins differentially expressed between non-cancerous and cancerous breast tissue: signal transducer and transcriptional activator 5 (STAT5), signal transducer and activator of transcription 3 (STAT3), bone morphogenetic protein 6 (BMP6), cluster of differentiation 74 (CD74), transferrin receptor (TFRC), inhibin alpha (INHA), and STAT5_pY694. These findings were confirmed for STAT5, STAT3, BMP6, CD74 and INHA when adjusting for age. The multivariate statistical analysis indicated an iron-related 10-protein panel effective in separating non-cancerous from cancerous lesions including STAT5, STAT5_pY694, myeloid differentiation factor 88 (MYD88), CD74, iron exporter ferroportin (FPN), high mobility group box 1 (HMGB1), STAT3_pS727, TFRC, ferritin heavy chain (FTH), and ferritin light chain (FTL). Our results showed an association between some iron-related proteins and the type of tumor tissue, which may provide insight in strategies for using iron chelators to treat breast cancer.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms/diagnosis , Breast Neoplasms/metabolism , Iron/metabolism , Proteins/metabolism , Adult , Aged , Aged, 80 and over , Blood Proteins , Breast Neoplasms/genetics , Diagnosis, Differential , Enzyme-Linked Immunosorbent Assay , Erythropoietin/blood , Female , Ferritins/metabolism , Hepcidins/metabolism , Humans , Interleukin-6/blood , Middle Aged , Protein Array Analysis , Proteins/genetics , Receptors, Transferrin/metabolism , Young Adult
6.
Expert Rev Proteomics ; 12(6): 695-701, 2015.
Article in English | MEDLINE | ID: mdl-26496240

ABSTRACT

OBJECTIVE: Hepcidin-25 production is stimulated by systemic inflammation, and it interferes with iron utilization, leading to anemia. This study aimed to investigate the relationships between the plasma levels of hepcidin, interleukin-6 (IL-6), erythropoietin (EPO) and erythroferrone (ERFE) in patients with benign breast disease or cancer. METHODS: Plasma samples from a cohort of 131 patients (47 with benign breast disease and 84 with breast cancer) were subjected to the evaluation of hepcidin, IL-6, EPO and ERFE using SELDI-TOF-MS or immunoassays. RESULTS: An elevated hepcidin was observed in malignant breast tumors compared to benign ones. No correlation was observed between hepcidin and IL-6, EPO or ERFE. CONCLUSION: Since the study included a cohort of patients (87%) with breast cancers smaller than 2Ā cm, these results may support our previous evidence about the potential role of hepcidin in breast cancer disease.


Subject(s)
Breast Neoplasms/blood , Erythropoietin/blood , Hepcidins/blood , Interleukin-6/blood , Peptide Hormones/blood , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Case-Control Studies , Female , Humans , Middle Aged
7.
Anal Biochem ; 479: 60-2, 2015 Jun 15.
Article in English | MEDLINE | ID: mdl-25817220

ABSTRACT

In this note, we present an ad hoc procedure that combines qualitative (visual evaluation) and quantitative (ImageJ software) evaluations of Pulsed-Field Gel Electrophoresis (PFGE) images to assess the genomic DNA (gDNA) integrity of analyzed samples. This procedure could be suitable for the analysis of a large number of images by taking into consideration both the expertise of researchers and the objectiveness of the software. We applied this procedure on the first SPIDIA DNA External Quality Assessment (EQA) samples. Results show that the classification obtained by this ad hoc procedure allows a more accurate evaluation of gDNA integrity with respect to a single approach.


Subject(s)
DNA/chemistry , Electrophoresis, Gel, Pulsed-Field/methods , Image Processing, Computer-Assisted/methods , Software , DNA/blood , DNA/genetics , Genomics/methods , Humans
8.
Clin Chem Lab Med ; 53(12): 1935-42, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25883202

ABSTRACT

BACKGROUND: Circulating cell-free DNA (ccfDNA) has been confirmed as a useful biomarker in cancer and pre-natal clinical practice. One of the main critical points in using ccfDNA is a lack of standardisation for sample processing methods, storage conditions, procedures for extraction, and quantification that can affect ccfDNA quality and quantity. We report the results obtained from the SPIDIA-DNAplas, one of the EU SPIDIA (Standardisation and improvement of generic pre-analytical tools and procedures for in vitro diagnostics) subprojects based on the implementation of an External Quality Assessment scheme for the evaluation of the influence of the pre-analytical phase on ccfDNA. This is the first reported quality control scheme targeting ccfDNA for pre-analytical phase studies. METHODS: Fifty-six laboratories throughout Europe were recruited. The participating laboratories received the same plasma sample and extracted ccfDNA by using their own procedures, at defined plasma storage conditions, and sent the isolated ccfDNA to the SPIDIA facility for analyses. Laboratory performance was evaluated by using specific quality parameters such as ccfDNA integrity (by multiplex PCR) and yield (by qPCR). RESULTS: The analysis of the ccfDNA extracted by the laboratories showed that most of them (53 of 56) were able to recover ccfDNA but only 12.5% recovered non-fragmented ccfDNA. Extraction methods specifically designed for ccfDNA preserved the integrity profile. CONCLUSIONS: The evidence-based results of the SPIDIA-DNAplas EQA have been proposed as a basis for the development of a Technical Specification by the European Committee for standardisation (CEN).


Subject(s)
Blood Preservation/methods , Blood Preservation/standards , Blood Specimen Collection/methods , Blood Specimen Collection/standards , DNA/blood , DNA/isolation & purification , DNA/standards , Humans , Quality Control
9.
J Oral Pathol Med ; 44(9): 734-45, 2015 Oct.
Article in English | MEDLINE | ID: mdl-25495427

ABSTRACT

BACKGROUND: Human papillomavirus (HPV)-positive and HPV-negative oropharyngeal squamous cell carcinomas (OSCCs) are two distinct entities. We defined the molecular profiles of druggable receptor tyrosine kinases (RTKs) in both groups. MATERIALS AND METHODS: E5 expression and RTK alterations were studied in 17 HPV-positive and 59 HPV-negative formalin-fixed OSCCs. RTK activation was explored in further 12 frozen OSCCs. RESULTS: The HPV-positive OSCCs showed E5 expression and 33.3% expressed low level of HER2. The HPV-negative OSCCs showed HER2 expression (31.2%), increased HER2 gene copy number (46.51%, PĀ =Ā 0.045) and HER2 activation through HER2/EGFR heterodimerisation; HER3 (51.06%, PĀ =Ā 0.008) and neuregulin (65.63%; PĀ =Ā 0.03) expression, HER3 activation and HER3/EGFR heterodimerisation; and increased IGF-1R copy number (40.50%, PĀ =Ā 0.021), high IGF-1R cDNA values (PĀ = 0.002), IGF-1R activation and expression of IGF1/2 and amphiregulin. PI3KCA mutations/expression/increased gene copy number and PTEN mutations were found in both groups, whereas PTEN gene loss was only observed in the HPV-positive cases. CONCLUSION: Human papillomavirus-positive and HPV-negative OSCC showed different RTK profiles. In HPV-positive cases, it would be interesting to study the expression of E5, which may modulate EGFR turnover and activate VEGF and PDGFRƟ. In HPV-negative cases, HER3 may be a promising druggable biomarker that deserves further investigation. PI3KCA and PTEN alterations encourage the promising clinical evaluation of PI3K/mTOR inhibitor activity in OSCC, particularly in HPV-positive/PI3KCA-mutated OSCCs because they may be driven by PI3KCA mutation alone.


Subject(s)
Carcinoma, Squamous Cell/virology , Oropharyngeal Neoplasms/enzymology , Oropharyngeal Neoplasms/virology , Papillomaviridae/isolation & purification , Papillomavirus Infections/enzymology , Receptor Protein-Tyrosine Kinases/metabolism , Amphiregulin/genetics , Amphiregulin/metabolism , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Carcinoma, Squamous Cell/pathology , Humans , Mouth Neoplasms/pathology , Mutation , Oropharyngeal Neoplasms/pathology , PTEN Phosphohydrolase/genetics , PTEN Phosphohydrolase/metabolism , Papillomaviridae/genetics , Papillomavirus Infections/pathology , Papillomavirus Infections/virology , Peptide Fragments/genetics , Peptide Fragments/metabolism , Phosphatidylinositol 3-Kinases/genetics , Phosphatidylinositol 3-Kinases/metabolism , Real-Time Polymerase Chain Reaction , Receptor Protein-Tyrosine Kinases/analysis , Receptor Protein-Tyrosine Kinases/genetics , Receptor, ErbB-2/genetics , Receptor, ErbB-2/metabolism , Transforming Growth Factor alpha/genetics , Transforming Growth Factor alpha/metabolism
10.
Genet Med ; 16(9): 688-94, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24556926

ABSTRACT

PURPOSE: Monoallelic germ-line deleterious mutations of PALB2 (partner and localizer of BRCA2) are associated with breast cancer risk and have been found in several populations, with carrier frequencies of ~1-2%. Initially, these mutations were considered to have moderate penetrance, but accumulating evidence now indicates that they are associated with much higher risk. METHODS: In this study, we sequenced the PALB2 coding regions unlinked to BRCA (breast cancer) genes in 575 probands from Italian breast cancer families recruited in Milan. RESULTS: We found 12 carriers (2.1%) of deleterious mutations, and none of the mutations was found in 784 controls collected in Milan. One of these mutations, the c.1027C>T (p.Gln343X), was found to be recurrent in the province of Bergamo in northern Italy, being detected in 6/113 (5.3%) familial breast cancer cases and 2/477 (0.4%) controls recruited in this area (Fisher's exact test: P < 0.01). CONCLUSIONS: Our data provide confirmatory findings that, in the Italian population also, deleterious mutations of PALB2 are relatively frequent predisposing factors for breast cancer and may be associated with high risk of the disease.


Subject(s)
Mutation , Nuclear Proteins/genetics , Tumor Suppressor Proteins/genetics , White People/genetics , Alleles , Breast Neoplasms/diagnosis , Breast Neoplasms/genetics , Case-Control Studies , DNA Mutational Analysis , Fanconi Anemia Complementation Group N Protein , Female , Genetic Predisposition to Disease , Genotype , Humans , Italy , Polymorphism, Genetic
11.
Anal Biochem ; 461: 7-9, 2014 Sep 15.
Article in English | MEDLINE | ID: mdl-24892985

ABSTRACT

In this note, we propose an R function named NqA (Normalization qPCR Array, where qPCR is quantitative real-time polymerase chain reaction) suitable for the identification of a set of microRNAs (miRNAs) to be used for data normalization in view of subsequent validation studies with qPCR data. NqA is available through the website of the Fondazione IRCCS Istituto Nazionale dei Tumori of Milan (http://www.istitutotumori.mi.it/modules.php?name=Content&pa=showpage&pid=812) with a dedicated user's guide. We applied our function on a qPCR dataset downloaded from the Gene Expression Omnibus (GEO) database. Results show that NqA provides a functional subset of reference miRNAs and a set of promising significantly modulated miRNAs for subsequent validation studies.


Subject(s)
Algorithms , MicroRNAs/genetics , Real-Time Polymerase Chain Reaction/methods , Statistics as Topic/methods , Computer Graphics
12.
Tumori ; 110(1): 49-59, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37574933

ABSTRACT

INTRODUCTION: The synthesis of the periprosthetic capsule during implant-based breast reconstruction is the result of a coordinate cascade of inflammatory events ending in a fibrous tissue deposition around the expander or implant. Although the development of small volumes of fluid is one of the complications of prosthetic-based breast reconstruction, the characterization of the periprosthetic effusions coupled with the micro-textured devices, that have been recently introduced after the recall of macro-textured ones, is still lacking. The investigation of these periprosthetic effusions and paired capsules in terms of immunological content were the primary and secondary aims of the present study, respectively. METHODS: For this, 68 women, 41 of whom had periprosthetic effusions at the time of expander replacement with implant, were recruited. For each case, capsule and healthy dermal tissues were taken and for women with periprosthetic effusion, peripheral blood was also collected. Periprosthetic effusions and peripheral blood were characterized by cytometry while capsules and dermal tissues by immunohistochemistry and Nanostring analysis. RESULTS: The results showed an increase of Th1, Th2 lymphocytes and a HLA-DR+bright CD16+ cells (likely representing monocytes-derived macrophages) in periprosthetic effusions in respect to peripheral blood. These pro-inflammatory cells were counterbalanced by the gain of suppressive CD4 Treg cells. In the corresponding capsules, immunohistochemistry revealed the absence of Th1 cells and the presence of tissutal FOXP3 Treg. No significant difference in expression of inflammatory-related genes between capsules and dermal tissues was present. CONCLUSIONS: These results suggest the presence of a Treg-controlled inflammation in both periprosthetic effusions and capsules.


Subject(s)
Breast Implants , Breast Neoplasms , Mammaplasty , Female , Humans , Mammaplasty/methods , Inflammation
13.
Clin Breast Cancer ; 2024 Aug 08.
Article in English | MEDLINE | ID: mdl-39209598

ABSTRACT

BACKGROUND: Ductal carcinoma in situ (DCIS) is the most common form of preinvasive breast cancer, with 5-10% of cases progressing into invasive disease. Herein, we investigated the association between HER2-low and clinico-pathological characteristics in DCIS and subsequent ipsilateral loco-regional relapse (LRR). MATERIALS AND METHODS: We accessed our prospectively maintained institutional database. HER2 status was determined by immunohistochemistry and classified as null (score 0), over-expressed (3+), and low (1+ or 2+); in situ hybridization was not considered since it is not used for routine DCIS diagnostics. RESULTS: Among 375 patients with DCIS, median age was 54 (27-88) years, with a primary tumor size < 2.5 cm in 63%, grade III in 33%, and positive hormone receptor status (HR) in 81% of cases; 71% underwent breast-conserving surgery, 34% received adjuvant endocrine and 39% radiotherapy. A total of 197 (52%) had tumors with low HER2 expression, which resulted significantly associated with grade I/II (P < .001), Ki67< 20% (P < .001), and HR-positive status (P < .001). HER2-low distribution varied from 19.61% and 50% in ER negative and ER-low (<10%) to 60% and 69% in ER high (50%-95%) and very high tumors (> 95%) (P < .001). After a median 39-month follow-up (IQR 16-65), cumulative incidences of LRR was 0.054. Among 17 patients with paired primary tumor and LRR, 5 had discordant HER2 status, with an even distribution of increased and decreased HER2 expression. CONCLUSIONS: Low HER2 expression in DCIS is associated with features of reduced aggressiveness. Importantly, changes in HER2 expression may occur prompting retesting in recurrent cases, in line with observations in invasive breast cancer.

14.
Sci Rep ; 14(1): 2628, 2024 02 01.
Article in English | MEDLINE | ID: mdl-38297001

ABSTRACT

In clinical trials evaluating antibody-conjugated drugs (ADCs), HER2-low breast cancer is defined through protein immunohistochemistry scoring (IHC) 1+ or 2+ without gene amplification. However, in daily practice, the accuracy of IHC is compromised by inter-observer variability. Herein, we aimed to identify HER2-low breast cancer primary tumors by leveraging gene expression profiling. A discovery approach was applied to gene expression profile of institutional INT1 (n = 125) and INT2 (n = 84) datasets. We identified differentially expressed genes (DEGs) in each specific HER2 IHC category 0, 1+, 2+ and 3+. Principal Component Analysis was used to generate a HER2-low signature whose performance was evaluated in the independent INT3 (n = 95), and in the publicly available TCGA and GSE81538 datasets. The association between the HER2-low signature and HER2 IHC categories was evaluated by Kruskal-Wallis test with post hoc pair-wise comparisons. The HER2-low signature discriminatory capability was assessed by estimating the area under the receiver operating characteristic curve (AUC). Gene Ontology and KEGG analyses were performed to evaluate the HER2-low signature genes functional enrichment. A HER2-low signature was computed based on HER2 IHC category-specific DEGs. The twenty genes included in the signature were significantly enriched with lipid and steroid metabolism pathways, peptidase regulation, and humoral immune response. The HER2-low signature values showed a bell-shaped distribution across IHC categories (low values in 0 and 3+; high values in 1+ and 2+), effectively distinguishing HER2-low from 0 (p < 0.001) to 3+ (p < 0.001). Notably, the signature values were higher in tumors scored with 1+ as compared to 0. The HER2-low signature association with IHC categories and its bell-shaped distribution was confirmed in the independent INT3, TCGA and GSE81538 datasets. In the combined INT1 and INT3 datasets, the HER2-low signature achieved an AUC value of 0.74 (95% confidence interval, CI 0.67-0.81) in distinguishing HER2-low vs. the other categories, outperforming the individual ERBB2 mRNA AUC value of 0.52 (95% CI 0.43-0.60). These results represent a proof-of-concept for an observer-independent gene-expression-based classifier of HER2-low status. The herein identified 20-gene signature shows promise in distinguishing between HER2 0 and HER2-low expressing tumors, including those scored as 1+ at IHC, and in developing a selection approach for ADCs candidates.


Subject(s)
Breast Neoplasms , Humans , Female , Breast Neoplasms/genetics , Receptor, ErbB-2/metabolism , Genes, erbB-2 , Immunohistochemistry , Gene Expression , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism
15.
J Clin Oncol ; 42(8): 898-906, 2024 Mar 10.
Article in English | MEDLINE | ID: mdl-38232337

ABSTRACT

PURPOSE: A randomized trial was conducted to compare neoadjuvant standard (S) anthracycline + ifosfamide (AI) regimen with histology-tailored (HT) regimen in selected localized high-risk soft tissue sarcoma (STS). The results of the trial demonstrated the superiority of S in all STS histologies except for high-grade myxoid liposarcoma (HG-MLPS) where S and HT appeared to be equivalent. To further evaluate the noninferiority of HT compared with S, the HG-MLPS cohort was expanded. PATIENTS AND METHODS: Patients had localized high-grade (cellular component >5%; size ≥5 cm; deeply seated) MLPS of extremities or trunk wall. The primary end point was disease-free survival (DFS). The secondary end point was overall survival (OS). The trial used a noninferiority Bayesian design, wherein HT would be considered not inferior to S if the posterior probability of the true hazard ratio (HR) being >1.25 was <5%. RESULTS: From May 2011 to June 2020, 101 patients with HG-MLPS were randomly assigned, 45 to the HT arm and 56 to the S arm. The median follow-up was 66 months (IQR, 37-89). Median size was 107 mm (IQR, 84-143), 106 mm (IQR, 75-135) in the HT arm and 108 mm (IQR, 86-150) in the S arm. At 60 months, the DFS and OS probabilities were 0.86 and 0.73 (HR, 0.60 [95% CI, 0.24 to 1.46]; log-rank P = .26 for DFS) and 0.88 and 0.90 (HR, 1.20 [95% CI, 0.37 to 3.93]; log-rank P = .77 for OS) in the HT and S arms, respectively. The posterior probability of HR being >1.25 for DFS met the Bayesian monitoring cutoff of <5% (4.93%). This result confirmed the noninferiority of trabectedin to AI suggested in the original study cohort. CONCLUSION: Trabectedin may be an alternative to standard AI in HG-MLPS of the extremities or trunk when neoadjuvant treatment is a consideration.


Subject(s)
Liposarcoma, Myxoid , Sarcoma , Soft Tissue Neoplasms , Adult , Humans , Neoadjuvant Therapy , Liposarcoma, Myxoid/drug therapy , Trabectedin/therapeutic use , Poland , Bayes Theorem , Ifosfamide/therapeutic use , Sarcoma/therapy , Soft Tissue Neoplasms/therapy , Antibiotics, Antineoplastic/therapeutic use , Anthracyclines/therapeutic use , Italy
16.
Genes Chromosomes Cancer ; 51(7): 644-53, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22407497

ABSTRACT

Despite the excellent survival rate of Wilms tumor (WT) patients, only approximately one-half of children who suffer tumor recurrence reach second durable remission. This underlines the need for novel markers to optimize initial treatment. We investigated 77 tumors using Illumina 370CNV-QUAD genotyping BeadChip arrays and compared their genomic profiles to detect copy number (CN) abnormalities and allelic ratio anomalies associated with the following clinicopathological variables: relapse (yes vs. no), age at diagnosis (≤ 24 months vs. >24 months), and disease stage (low stage, I and II, vs. high stage, III and IV). We found that CN gains at chromosome region 1q21.1-q31.3 were significantly associated with relapse. Additional genetic events, including allelic imbalances at chromosome arms 1p, 1q, 3p, 3q, and 14q were also found to occur at higher frequency in relapsing tumors. Interestingly, allelic imbalances at 1p and 14q also showed a borderline association with higher tumor stages. No genetic events were found to be associated with age at diagnosis. This is the first genome wide analysis with single nucleotide polymorphism (SNP) arrays specifically investigating the role of genetic anomalies in predicting WT relapse on cases prospectively enrolled in the same clinical trial. Our study, besides confirming the role of 1q gains, identified a number of additional candidate genetic markers, warranting further molecular investigations.


Subject(s)
Genome, Human , Wilms Tumor/genetics , Adolescent , Allelic Imbalance , Child , Child, Preschool , Chromosome Aberrations , DNA Copy Number Variations , Female , Genetic Markers/genetics , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Infant , Kaplan-Meier Estimate , Male , Polymorphism, Single Nucleotide , Prospective Studies , Recurrence
17.
Hum Mutat ; 33(12): 1665-75, 2012 Dec.
Article in English | MEDLINE | ID: mdl-22753153

ABSTRACT

Mutations in the BRCA1 gene confer a substantial increase in breast cancer risk, yet routine clinical genetic screening is limited to the coding regions and intron-exon boundaries, precluding the identification of mutations in noncoding and untranslated regions (UTR). As 3'UTR mutations can influence cancer susceptibility by altering protein and microRNA (miRNA) binding regions, we screened the BRCA1 3'UTR for mutations in a large series of BRCA-mutation negative, population and clinic-based breast cancer cases, and controls. Fifteen novel BRCA1 3'UTR variants were identified, the majority of which were unique to either cases or controls. Using luciferase reporter assays, three variants found in cases, c.* 528G>C, c.* 718A>G, and c.* 1271T>C and four found in controls, c.* 309T>C, c.* 379G>A, c.* 823C>T, and c.* 264C>T, reduced 3'UTR activity (P < 0.02), whereas two variants found in cases, c.* 291C>T and c.* 1139G>T, increased 3'UTR activity (P < 0.01). Three case variants, c.* 718A>G, c.* 800T>C, and c.* 1340_1342delTGT, were predicted to create new miRNA binding sites and c.* 1340_1342delTGT caused a reduction (25%, P = 0.0007) in 3'UTR reporter activity when coexpressed with the predicted targeting miRNA, miR-103. This is the most comprehensive identification and analysis of BRCA1 3'UTR variants published to date.


Subject(s)
3' Untranslated Regions , BRCA1 Protein/genetics , Breast Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Germ-Line Mutation , MicroRNAs/genetics , Adult , Base Pairing , Base Sequence , Binding Sites , Case-Control Studies , Cell Line, Tumor , Conserved Sequence , DNA Mutational Analysis , ELAV Proteins , Female , Gene Frequency , Genetic Association Studies , Humans , Nucleic Acid Conformation , Polymorphism, Single Nucleotide , Protein Binding , RNA Interference , RNA, Messenger/genetics
18.
Cancer ; 118(23): 5857-66, 2012 Dec 01.
Article in English | MEDLINE | ID: mdl-22605504

ABSTRACT

BACKGROUND: The objective of this study was to compare the prognostic relevance of Response Evaluation Criteria in Solid Tumors (RECIST) versus Choi criteria for the assessment of response in patients with high-risk soft tissue sarcoma of the extremities or trunk wall who received preoperative chemotherapy with or without radiotherapy in a phase 3 trial. METHODS: Patients received 3 cycles of preoperative epirubicin + ifosfamide with or without radiotherapy. The diagnostic concordance between RECIST and Choi criteria and their correlation with overall survival (OS) and freedom from progression (FFP) were evaluated in a univariate Cox regression model. RESULTS: In 243 of 321 eligible patients, RECIST, Choi criteria, and histology were predictive for OS and FFP. In the subgroup of 69 patients who received chemotherapy alone and were evaluable by both RECIST and Choi criteria, Choi criteria were associated significantly with OS and FFP, whereas RECIST predicted only FFP, and the pattern of agreement observed between the 2 criteria was unsatisfactory. On a dichotomous scale, comparing objective response (complete and partial responses) and lack of response (stable and progressive disease) to preoperative chemotherapy according to RECIST and Choi criteria, only Choi criteria were predictive of OS and FFP, and fair agreement between RECIST and Choi criteria was observed. When lack of progression and progression were compared (complete and partial responses + stable disease vs progressive disease), both assessment criteria were significantly predictive of OS and FFP, and there was substantial agreement between the 2 criteria. CONCLUSIONS: Response to chemotherapy with or without radiotherapy was associated with a better outcome in patients with high-risk soft tissue sarcoma. Choi criteria were better predictors than RECIST in patients who received preoperative chemotherapy alone.


Subject(s)
Sarcoma/drug therapy , Humans , Probability , Prognosis , Proportional Hazards Models , Retrospective Studies , Risk , Sarcoma/mortality , Sarcoma/pathology
19.
Front Oncol ; 12: 1028825, 2022.
Article in English | MEDLINE | ID: mdl-36798690

ABSTRACT

Background: The absence of breast cancer cells in surgical specimens, i.e., pathological complete response (pCR), is widely recognized as a favorable prognostic factor after neoadjuvant therapy. In contrast, the presence of disease at surgery characterizes a prognostically heterogeneous group of patients. Here, we challenged circulating microRNAs (miRNAs) at the end of neoadjuvant therapy as potential prognostic biomarkers in the NeoALTTO study. Methods: Patients treated within the trastuzumab arm (i.e., pre-operative weekly trastuzumab for 6 weeks followed by the addition of weekly paclitaxel for 12 weeks; post-operative FEC for 3 cycles followed by trastuzumab up to complete 1 year of treatment) were randomized into a training (n= 54) and testing (n= 72) set. RT-PCR-based high-throughput miRNA profile was performed on plasma samples collected at the end of neoadjuvant treatment of both sets. After normalization, circulating miRNAs associated with event free survival (EFS) were identified by univariate and multivariate Cox regression model. Results: Starting from 23 circulating miRNAs associated with EFS in the training set, we generated a 3-circulating miRNA prognostic signature consisting of miR-185-5p, miR-146a-5p, miR-22-3p, which was confirmed in the testing set. The 3-circulating miRNA signature showed a C-statistic of 0.62 (95% confidence interval [95%CI] 0.53-0.71) in the entire study cohort. By resorting to a multivariate Cox regression model we found a statistical significant interaction between the expression values of miR-194-5p and pCR status (p.interaction =0.005) with an estimate Hazard Ratio (HR) of 1.83 (95%CI 1.14- 2.95) in patients with pCR, and 0.87 (95%CI 0.69-1.10) in those without pCR. Notably, the model including this interaction along with the abovementioned 3-circulating miRNA signature provided the highest discriminatory capability with a C-statistic of 0.67 (95%CI 0.58-0.76). Conclusions: Circulating miRNAs are informative to identify patients with different prognosis among those with heterogeneous response after trastuzumab-based neoadjuvant treatment, and may be an exploitable tool to select candidates for salvage adjuvant therapy.

20.
Cancer Med ; 11(2): 332-339, 2022 01.
Article in English | MEDLINE | ID: mdl-34921525

ABSTRACT

BACKGROUND: Neoadjuvant therapy with dual HER2 blockade improved pathological complete response (pCR) rate in HER2-positive breast cancer patients. Nevertheless, it would be desirable to identify patients exquisitely responsive to single agent trastuzumab to minimize or avoid overtreatment. Herein, we evaluated the predictive and prognostic value of basal primary tumor miRNA expression profile within the trastuzumab arm of NeoALTTO study (ClinicalTrials.gov Identifier: NCT00553358). METHODS: RNA samples from baseline biopsies were randomized into training (n = 45) and testing (n = 47) sets. After normalization, miRNAs associated with Event-free survival (EFS) and pCR were identified by univariate analysis. Multivariate models were implemented to generate specific signatures which were first confirmed, and then analyzed together with other clinical and pathological variables. RESULTS: We identified a prognostic signature including hsa-miR-153-3p (HR 1.831, 95% CI: 1.34-2.50) and hsa-miR-219a-5p (HR 0.629, 95% CI: 0.50-0.78). For two additional miRNAs (miR-215-5p and miR-30c-2-3p), we found a statistically significant interaction term with pCR (p.interaction: 0.017 and 0.038, respectively). Besides, a two-miRNA signature was predictive of pCR (hsa-miR-31-3p, OR 0.70, 95% CI: 0.53-0.92, and hsa-miR-382-3p, OR: 1.39, 95% CI: 1.01-1.91). Notably, the performance of this predictive miRNA signature resembled that of the genomic classifiers PAM50 and TRAR, and did not improve when the extended models were fitted. CONCLUSION: Analyses of primary tumor tissue miRNAs hold the potential of a parsimonious tool to identify patients with differential clinical outcomes after trastuzumab based neoadjuvant therapy.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , MicroRNAs/genetics , Receptor, ErbB-2/genetics , Breast Neoplasms/pathology , Female , Humans , Middle Aged , Neoadjuvant Therapy , Prognosis , Proportional Hazards Models , Receptor, ErbB-2/antagonists & inhibitors , Trastuzumab/administration & dosage , Trastuzumab/adverse effects , Trastuzumab/therapeutic use , Treatment Outcome , Tumor Burden
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