Non-Invasive Blood Pressure Sensing via Machine Learning.

In this paper, a machine learning (ML) approach to estimate blood pressure (BP) using photoplethysmography (PPG) is presented. The final aim of this paper was to develop ML methods for estimating blood pressure (BP) in a non-invasive way that is suitable in a telemedicine health-care monitoring context. The training of regression models useful for estimating systolic blood pressure (SBP) and diastolic blood pressure (DBP) was conducted using new extracted features from PPG signals processed using the Maximal Overlap Discrete Wavelet Transform (MODWT). As a matter of fact, the interest was on the use of the most significant features obtained by the Minimum Redundancy Maximum Relevance (MRMR) selection algorithm to train eXtreme Gradient Boost (XGBoost) and Neural Network (NN) models. This aim was satisfactorily achieved by also comparing it with works in the literature; in fact, it was found that XGBoost models are more accurate than NN models in both systolic and diastolic blood pressure measurements, obtaining a Root Mean Square Error (RMSE) for SBP and DBP, respectively, of 5.67 mmHg and 3.95 mmHg. For SBP measurement, this result is an improvement compared to that reported in the literature. Furthermore, the trained XGBoost regression model fulfills the requirements of the Association for the Advancement of Medical Instrumentation (AAMI) as well as grade A of the British Hypertension Society (BHS) standard.

A worldwide survey on the use of animal-derived materials and reagents in scientific experimentation.

The use of cell and tissue-based methods in basic, applied and regulatory science has been increasing exponentially. Animal-derived components, including serum, coating materials, growth factors and antibodies are routinely used in cell/tissue cultures and in general laboratory practices. In addition to ethical issues, the use and production of animal-derived materials and reagents raises many scientific concerns, generally associated with presence of undefined components and batch-to-batch variability, which may compromise experimental reproducibility. On the other hand, non-animal materials and reagents, such as human cells, alternatives to animal sera or non-animal recombinant antibodies, are becoming increasingly available, and their use is encouraged by the EU Directive 2010/63 and the Guidance Document on Good In vitro Method Practices (GIVIMP), published by the Organization for Economic Cooperation and Development (OECD). In an effort to map the current state of use of animal-derived reagents across different sectors and to identify the obstacles possibly hampering the implementation of non-animal derived alternatives, a global online survey addressed to scientists working on in vivo, in vitro, in silico methods, in academia as well as pharmaceutical or cosmetic companies, was conducted with the goal to understand: 1) the most commonly used animal-derived materials and reagents, 2) the main issues associated with the production and use of animal-derived materials and reagents, 3) the current level of knowledge on available non-animal alternative materials and reagents, and 4) what educational and information sources could be most useful or impactful to disseminate knowledge on non-animal alternatives. This paper provides an overview of the survey replies and discusses possible proposals to increase awareness, acceptance and use of non-animal ingredients.

Clinical application of transthoracic ultrasonography in inpatients with pneumonia.

PURPOSE: The aim of this study was to investigate the clinical applicability of transthoracic ultrasound (TUS) in the diagnosis and follow-up of community acquired pneumonia (CAP). METHODS: We designed a pilot study in 15 patients and subsequently investigated 342 patients (206 men and 136 women) consecutively admitted to our Department from September 2005 to November 2009 because of radiographically diagnosed CAP. All patients underwent standard chest radiography, and consequently TUS. Follow-up TUS were performed at 4th and 8-10th day, in most patients. RESULTS: Concerning the reproducibility of TUS method, no reader's bias was present (P=0·18), overall variability and between-subject variability (inter-reader agreement) did not show any difference between readers (P = 0·62 and P = 0·32 respectively), and estimated within-subject variabilities (intra-reader agreement) suggested a very high repeatability of the method (P ∼ 1). Of 342 patients with Rx diagnosis of CAP, in 314 patients (92% of cases) a pulmonary consolidation was also detected using TUS, whose ultrasonographic patterns were studied. Pleural effusion was detected in 120/342 (35%) patients using ultrasound and in 111/342 (32%) patients using chest radiography. Overall dimensional changes of the lung consolidated areas assessed with TUS method showed highly significant results. (1st day mean ± SD: 66·34 ± 19·25; 4th day: 39·92 ± 14·61; 8-10th day: 7·41 ± 1·50; P < 0·0001). CONCLUSIONS: TUS is easily reproducible and we proved it to be a useful complementary diagnostic tool for the diagnosis and the follow-up of CAP.

Neuroendocrine-Related Circulating Transcripts in Small-Cell Lung Cancers: Detection Methods and Future Perspectives.

No well-established prognostic or predictive molecular markers of small-cell lung cancer (SCLC) are currently available; therefore, all patients receive standard treatment. Adequate quantities and quality of tissue samples are frequently unavailable to perform a molecular analysis of SCLC, which appears more heterogeneous and dynamic than expected. The implementation of techniques to study circulating tumor cells could offer a suitable alternative to expand the knowledge of the molecular basis of a tumor. In this context, the advantage of SCLC circulating cells to express some specific markers to be explored in blood as circulating transcripts could offer a great opportunity in distinguishing and managing different SCLC phenotypes. Here, we present a summary of published data and new findings about the detection methods and potential application of a group of neuroendocrine related transcripts in the peripheral blood of SCLC patients. In the era of new treatments, easy and rapid detection of informative biomarkers in blood warrants further investigation, since it represents an important option to obtain essential information for disease monitoring and/or better treatment choices.

Selected case from the Arkadi M. Rywlin International Pathology Slide Seminar: Sporadic lymphangioleiomyomatosis.

Lymphangioleiomyomatosis (LAM) is a systemic, progressive, and fatal condition affecting almost exclusively women in their reproductive years. LAM most often occurs as a sporadic disease, but also occurs in women with tuberous sclerosis complex (TSC) (syndromic LAM). There are no pathologic differences between sporadic and syndromic LAM. Sporadic LAM is a rare disease with prevalence of approximately 1 to 2 cases per million women in the United States and among populations of white descent, and is even rarer among Asian and African individuals. Syndromic LAM affects 4% to 5% of women with TSC. Sporadic LAM is often found also in association with renal angiomyolipoma, the most common sign of TSC, but LAM associated with angiomyolipoma does not define TSC. Although LAM is not diagnostic for TSC either in isolation or in association with angiomyolipoma, still it is considered by some researchers as an incomplete expression (forme fruste) of TSC. LAM may involve the lungs and the axial lymphatics and lymph nodes of the thorax and retroperitoneum. In sporadic LAM, thoracic, intraabdominal, and cervical lymph nodes can be involved with or without lung involvement. The diagnosis of LAM is often delayed. A case of LAM in a young lady, which was complicated with pleural and peritoneal chylous effusions, is presented. The diagnosis was first made on a retroperitoneal lymph node biopsy. The patient had a prolonged prior history of respiratory problems owing to lung involvement, and eventually died 2 years after diagnosis. Focus on the clinicopathologic diagnosis of TSC is also made.

Severe spontaneous acute tumor lysis syndrome and hypoglycemia in patient with germ cell tumor.

Tumor lysis syndrome has been observed in patients with bulky, treatment-sensitive tumors, in particular hematological malignancies, especially after medical treatment (chemotherapy, corticosteroids, radiation, hormonal agents, and biological response modifiers). Tumor lysis syndrome has been observed also in solid malignancies and it very rarely occurs spontaneously. Tumor lysis syndrome-associated metabolic abnormalities include hyperuricemia, hyperphosphatemia, hyperkalemia, hypocalcemia and uremia. Severe hypoglycemia is another rare metabolic disorder, uncommonly associated with solid malignancies. The case described here is peculiar for the abrupt onset of these two rare conditions in a patient with a metastatic germ cell tumor.

Molecular detection of neuron-specific ELAV-like-positive cells in the peripheral blood of patients with small-cell lung cancer.

BACKGROUND: n-ELAV (neuronal-Embryonic Lethal, Abnormal Vision)-like genes belong to a family codifying for onconeural RNA-binding proteins. Anti-Hu-antibodies (anti-Hu-Ab) are typically associated with paraneoplastic encephalomyelitis/sensory neuropathy (PEM/PSN), and low titres of anti-Hu-Ab, were found in newly diagnosed Small Cell Lung Cancer (SCLC). The aim of this study is to develop a sensitive and quantitative molecular real-time PCR assay to detect SCLC cells in peripheral blood (PB) through nELAV-like transcripts quantification. METHODS: Peripheral blood samples from 25 SCLC untreated patients and 12 healthy blood donors were investigated by real-time PCR. mRNA levels for HuB (ELAV2), HuC (ELAV3) and HuD (ELAV4) were measured in peripheral blood samples with an absolute quantification method using plasmid dilutions as calibration curves. RESULTS: A statistically significant increase in mRNA expression level was detected for HuB and HuD in SCLC patients as compared with samples from healthy blood donors. After establishing cut off values based on the level of expression in control samples, 28% of the SCLC samples were positive for HuD expression. Overall 60% of the SCLC displayed increased level of HuD or HuB transcripts. CONCLUSION: Our preliminary results suggest that neuron-ELAV mRNA are detectable in peripheral blood of SCLC patients using real-time quantitative PCR.

Pharmacokinetic drug evaluation of osimertinib for the treatment of non-small cell lung cancer.

INTRODUCTION: First- and second-generation epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs), such as gefitinib, erlotinib, icotinib, and afatinib are the standard-of-care for first-line therapy of non-small-cell lung cancer (NSCLC) harboring activating EGFR mutations. Unfortunately, after initial activity of an average 9-13 months, disease progression has been reported in the majority of patients. In about 50% of cases the progression is due to the onset of the T790M mutation in exon 20 of the EGFR gene. Third-generation EGFR-TKIs targeting this mutation were investigated, with osimertinib the only reaching clinical practice. Areas covered: A structured search of bibliographic databases for peer-reviewed research literature and of main meetings using a focused review question addressing osimertinib, was undertaken. Expert opinion: Osimertinib is the standard-of-care for EGFR-mutated patients progressing to first-line EGFR-TKIs due to the acquired EGFR T790M mutation. Results from the head-to-head first-line trial comparing osimertinib versus gefitinib or erlotinib in activating EGFR mutations might change the front-line approach. Osimertinib in combination regimens, such as immunotherapy, and in adjuvant setting are ongoing. Thus, the strategic approach for the management of EGFR-mutated NSCLC patients will change further in the next few years.

Italian, Multicenter, Phase III, Randomized Study of Cisplatin Plus Etoposide With or Without Bevacizumab as First-Line Treatment in Extensive-Disease Small-Cell Lung Cancer: The GOIRC-AIFA FARM6PMFJM Trial.

Purpose Considering promising results in phase II studies, a randomized phase III trial was designed to assess the efficacy of adding bevacizumab to first-line cisplatin plus etoposide for treatment of extensive-disease (ED) small-cell lung cancer (SCLC). Patients and Methods Treatment-naive patients with ED-SCLC were randomly assigned to receive either cisplatin plus etoposide (arm A) or the same regimen with bevacizumab (arm B) for a maximum of six courses. In the absence of progression, patients in arm B continued bevacizumab alone until disease progression or for a maximum of 18 courses. The primary end point was overall survival (OS). Results Two hundred four patients were randomly assigned and considered in intent-to-treat analyses (103 patients in arm A and 101 patients in arm B). At a median follow-up of 34.9 months in arm A and arm B, median OS times were 8.9 and 9.8 months, and 1-year survival rates were 25% and 37% (hazard ratio, 0.78; 95% CI, 0.58 to 1.06; P = .113), respectively. A statistically significant effect of bevacizumab on OS in patients who received maintenance was seen (hazard ratio, 0.60; 95% CI, 0.40 to 0.91; P = .011). Median progression-free survival times were 5.7 and 6.7 months in arm A and arm B, respectively ( P = .030). Regarding hematologic toxicity, no statistically significant differences were observed; for nonhematologic toxicity, only hypertension was more frequent in arm B (grade 3 or 4, 1.0% v 6.3% in arms A v B, respectively; P = .057). Conclusion The addition of bevacizumab to cisplatin and etoposide in the first-line treatment of ED-SCLC had an acceptable toxicity profile and led to a statistically significant improvement in progression-free survival, which, however, did not translate into a statistically significant increase in OS. Further research with novel antiangiogenic agents, particularly in the maintenance setting, is warranted.

Randomized phase III PITCAP trial and meta-analysis of induction chemotherapy followed by thoracic irradiation with or without concurrent taxane-based chemotherapy in locally advanced NSCLC.

BACKGROUND: Chemo-radiotherapy is standard of care in the treatment of unresectable stage III NSCLC. We aimed at assessing whether the addition of concurrent taxane-chemotherapy to thoracic irradiation following chemotherapy was able to improve treatment outcome. MATERIAL AND METHODS: In PITCAP trial, patients with unresectable stage III NSCLC were randomized to receive 2 cycles of platinum-paclitaxel followed by 60-61.2Gy thoracic irradiation (control arm) or by same radiotherapy with concomitant weekly paclitaxel (experimental arm). A literature-based meta-analysis including all studies with same design was also performed. RESULTS: At the time of the second interim analysis, when 151 patients were randomized, accrual was terminated. With a median follow-up of 6.1 years, median survival was 13.2 vs 15.1 months, with a 3-year survival rate of 19.5 vs 21.2% in the control and experimental arm, respectively (HR: 0.97; 95% CI 0.69-1.36; p=0.845). Treatment toxicity was manageable in both arms. The meta-analysis of 5 trials (n=866) confirmed the lack of a meaningful effect on 1-year overall survival of a taxane added concurrently to radiotherapy. CONCLUSIONS: These results do not support a meaningful survival benefit with the addition of single agent taxane given concurrently to radiotherapy after platinum-based induction in locally advanced NSCLC.

Undercoding of Alzheimer's disease and related dementias in hospitalized elderly patients in Italy.

The prevalence of Alzheimer's disease (AD) and AD-related dementias (ADRD) in acute ward-hospitalized elderly patients is not well known, owing principally to misclassification and undercoding of AD and ADRD on hospital discharge abstract forms (DAFs). The aims of this study were to evaluate the prevalence of AD and ADRD, as evaluated by the DAF in elderly patients hospitalized in acute wards, and to compare clinical severity, length of stay, comorbidity, and number of diagnostic procedures in patients with AD versus ADRD to explain the different reimbursement costs of DRG12 (AD) versus DRG429 (ADRD). From the inpatient DAF database of the Casa Sollievo della Sofferenza Hospital, the DAFs of patients aged 65 years or over discharged from January 1, 2001, to March 31, 2003, with principal or secondary diagnoses of AD (ICD9-CM code 331) or ADRD (ICD9-CM codes from 290.0 to 290.43) were extracted and grouped by APR-grouper version 12. Age, gender, length of stay, principal and secondary diagnoses and procedures, and APR-DRG severity index (SI) and mortality risk (MR) were evaluated in these patients. Senile dementia was reported in 294 patients (0.58 percent, N = 50,253). In 123 patients (41.8 percent) dementia was the principal diagnosis, whereas in 171 patients (58.2 percent) dementia was reported on the DAF as a secondary diagnosis. Of the 123 patients with a principal diagnosis of dementia, 35 patients were included in the DRG-12 (AD) and 88 patients were included in the DRG-429 (ADRD). No differences were found in mean age, length of stay, comorbidity, or number of diagnostic procedures, as well as in the APR-DRG SI and APR-DRG MR between AD and ADRD patients. Conversely, reimbursement amounts were established as Euro4,033 for DRG-12 (AD) and Euro2,952 for DRG-429 (ADRD). AD and ADRD are undercoded in elderly hospitalized patients. The limits of the ICD9-CM classification system and the influence of reimbursement amounts may influence the coding reports by physicians.

Italian multicenter phase III randomized study of cisplatin-etoposide with or without bevacizumab as first-line treatment in extensive stage small cell lung cancer: treatment rationale and protocol design of the GOIRC-AIFA FARM6PMFJM trial.

BACKGROUND: Neoangiogenesis is particularly abundant in small-cell lung cancer (SCLC) and is associated with poor prognosis. As a result of the promising nature of phase II studies, a randomized phase III trial was designed to assess the efficacy of adding bevacizumab to first-line chemotherapy with cisplatin-etoposide for treatment of extensive disease SCLC. We present the treatment rationale and study design of GOIRC trial (FARM6PMFJM study), a multicenter randomized phase III study, supported by AIFA (Agenzia Italiana del Farmaco). PATIENTS AND METHODS: Patients are randomized to receive either cisplatin 25 mg/m(2) and etoposide 100 mg/m(2) intravenously on days 1 to 3 (control arm) or the same chemotherapy combined with bevacizumab 7.5 mg/kg intravenously on day 1 (experimental arm). Treatment is repeated every 3 weeks and for a maximum of 6 courses. Patients randomized to the experimental arm in the absence of disease progression after 6 cycles continue bevacizumab alone until progression or for a maximum of 18 courses. Tumor assessment is done every 3 cycles. Major eligibility criteria are: age ≥ 18 years; histologically or cytologically documented extensive disease SCLC; Eastern Cooperative Oncology Group performance status ≤ 2; adequate hematological, hepatic and renal functions; no history of grade 2 or higher hemoptysis; and no evidence of tumor cavitation. The primary end point of this study is overall survival. Secondary end points include response rate, time to progression, and toxicity. CONCLUSION: An interim futility analysis was performed by an Independent Data Monitoring Committee in September 2013 and the trial obtained approval to continue. As of July 31, 2014, 171 patients of 206 planned have been randomized.

Gene expression of somatostatin receptor subtypes SSTR2a, SSTR3 and SSTR5 in peripheral blood of neuroendocrine lung cancer affected patients.

BACKGROUND: Somatostatin (SS) acts as a universal endocrine off-switch, and also inhibits the growth of neuroendocrine tumours through its specific receptors (SSTRs). Somatostatin receptors are G-protein-coupled receptors, which are encoded by five separate genes (SSTR1-5). Short peptide analogues demonstrate specific binding only for the subgroup consisting of SSTR2a, SSTR3 and SSTR5. Moreover, previous studies reported that expression of mRNA for SSTR2a correlated with therapeutic outcome in patients with carcinoid tumours treated with somatostatin analogs. PURPOSE: To develop and apply a Real Time Quantitative PCR technique (RT-qPCR) to compare and contrast the mRNA levels of SSTR2a, SSTR3 and SSTR5 in Neuroendocrine Lung Cancer affected patients. METHODS: Peripheral blood samples from 21 neuroendocrine lung cancer affected patients (14 SCLC, 6 LC and 1 LCNEC) subjected to scintigraphy with (111)In-DTPA-D-Phe(1)-octreotide (OctreoScan) and 24 healthy blood donors were investigated by RT-qPCR. mRNA levels for SSTR2a, SSTR3 and SSTR5 were measured in peripheral blood samples with a relative quantification method using plasmid dilutions as calibration curves and GAPDH as reference gene. RESULTS: A statistically significant increase in target genes/GAPDH copy number ratio was found for SSTR2a (median 38; IQR 22-141) and SSTR5 (median 51; IQR 19-499) in neuroendocrine lung cancer affected patients as compared with samples from healthy blood donors (P ≤ 0.0003 and P ≤ 0.0005). Since low levels of expression were detected in the control group for all three genes, optimal cut-off values were assessed using ROC curve analyses and were equal to 9.05 for SSTR2a and 16.97 for SSTR5. These cut off values resulted in a sensitivity of 86% (95%IC 65-95) for both markers and a specificity of 83% (95%IC 64-93%) and 79% (95%IC 60-91%) for SSTR2a and SSTR5 respectively. Comparison between OctreoScan results and RT-qPCR analysis demonstrated agreement in 76% of the cases. CONCLUSIONS: Our results suggest that SSTR2a and SSTR5 mRNAs are detectable in peripheral blood of neuroendocrine lung cancer affected patients using real-time quantitative PCR, with a good agreement with OctreoScan. The high sensitivity of this non-invasive molecular technique suggests that this method could represent a useful tool in the clinical management of neuroendocrine lung cancers.

Frequent epigenetics inactivation of KEAP1 gene in non-small cell lung cancer.

The KEAP1/Nrf2 pathway is a master regulator of several redox-sensitive genes implicated in resistance of tumor cells against chemotherapeutic drugs. Recent data suggest that epigenetic mechanisms may play a pivotal role in the regulation of KEAP1 expression. We performed a comprehensive genetic and epigenetic analysis of the KEAP1 gene in 47 non-small cell lung cancer tissues and normal specimens. Promoter methylation analysis was performed using a quantitative methylation specific PCR assay in real time. Methylation at the KEAP1 promoter region was detected in 22 out of the 47 NSCLCs (47%) and in none of the normal tissues analyzed. Somatic mutations were detected in 7 out of the 47 tumors (15%) and loss of heterozygosity (LOH) in 10 out of the 47 (21%) of the cases. Overall, we found at least one molecular alteration in 57% of the cases. Approximately one third of the tumors had two alterations and this feature was associated with higher risk of disease progression in univariate COX regression analysis (HR = 3.62; 95% CI 1.24-10.65, p = 0.02). This result was confirmed by Kaplan-Meier analysis, which demonstrated an association between worst outcome and KEAP1 double alterations (p = 0.01, Log rank test). Our results further suggest that deregulation of the NRF2/KEAP1 system could play a pivotal role in the cancerogenesis of NSCLC. In addition identifying patients with KEAP1 genetic and epigenetic abnormalities may contribute to disease progression prediction and response to therapy in lung cancer patients.

Molecular analysis of the HuD gene in neuroendocrine lung cancers.

n-ELAV (neuronal-Embryonic Lethal, Abnormal Vision)-like genes belong to a family codifying for onconeural RNA-binding proteins, also called Hu antigens. Anti-Hu-antibodies (anti-Hu-Ab) are typically associated with paraneoplastic encephalomyelitis/sensory neuropathy (PEM/PSN), and low titres of anti-Hu-Ab were found in neural/neuroendocrine neoplasms, especially small cell lung cancer (SCLC). To date, few studies have been published focused on the genetic causes of their involvement in the pathogenesis of neuroendocrine tumors (NE). Here we analyzed 20 primary human neuroendocrine lung tumor tissues for somatic mutations in the HuD gene. Two inactivating mutations (a frameshift and a stop codon mutation) and 11 nucleotide changes were detected in the coding sequence of HuD gene in 7 different lung tumors. Our results on SCLC and carcinoid tissues support the hypothesis that alterations of nELAV genes could be involved in the onset and/or progression of a subset of neuroendocrine lung tumors.