CT Based Tumor Radiomics with Machine Learning Classifiers for Molecular Subtyping of Diffuse Large B Cell Lymphoma

PURPOSE/OBJECTIVE(S)

Diffuse large B-cell lymphoma (DLBL) has been classified into two distinct molecular subtypes based on their cell of origin- namely germinal center B-cell-like (GCB) and activated B-cell-subtype (ABC) based on Han's algorithm. These two entities are also prognostically distinct. We assessed CT based tumor radiomic features using machine learning classifiers to distinguish the two molecular subtypes.

MATERIALS/METHODS

One hundred one patients were accrued in the study after institutional ethics committee approval. GCB subtype was diagnosed in 59 while 42 patients were ABC subtype. Lesion with maximum SUV was delineated using a semi-automated segmentation tool (3D slicer) and radiomic features were extracted using Pyradiomics. A total of 1030 features were extracted including Shape features, first, second, third, higher order and wavelet-based features. Recursive feature elimination was used for feature selection and optimal 10 features were selected. Five machine learning (ML) tools were used to build a model to sub- classify the two molecular subtypes. (Table -1) Model performance was assessed using Accuracy, Precision, Recall, F1 score and Area under curve of receiver operating characteristic curve. The models were constructed by two methods.1) A 5-fold internal cross validation strategy & 2) splitting the data into training (70%) and validation set (30%).

RESULTS

Recursive feature elimination using a random forest algorithm method was used to select 7 radiomic features. These 7 features were then used to build the model using the 5 ML classifiers. Of the five classifiers, Random Forest Classifier (RFC) using a 70:30 training: test strategy was the best performer among all the ML models, with the highest accuracy of 80%, AUC of 0.87, recall(sensitivity), f1score(specificity) & precision (Positive Predictive value; PPV) or precision of 82% respectively. When an internal 5-fold cross validation strategy was used, RFC again performed better than other ML classifiers with an accuracy of 75%, AUC of 0.80, recall of 79%, PPV of 77% and specificity of 79%.

CONCLUSION

The machine-learning based Radiomics features extracted from pre-treatment CT images can provide a simple and non-invasive method for the prediction of DLBL molecular subtypes with favorable predictive accuracy. The Random Forest Classifier was the most accurate in distinguishing GCB subtype from the ABC subtype.

My Real Avatar has a Doctor Appointment in the Wepital: A System for Persistent, Efficient, and Ubiquitous Medical Care

COVID-19 created a great deal of personal, social, and economic anxiety in the USA and across the globe and exposed the inadequacy of traditional medical systems in handling large-scale emergencies. While telemedicine and virtual visits have become popular as a result, they end once a visit is over, hence lacking data persistence and continuity in caring for patients. Using the design science research approach with support from the theory of affordances, this paper proposes the design of a medical system (called wepital) in which patients receive care through their real avatars, enabling hospitals and other medical centers to provide immediate care that can continue for as long as a patient needs it. Real avatars are digital representations of patients that embody their real-time vital signs and health information. We have created a functional prototype to demonstrate how the proposed design can work. To assess the usability of the design, we have used the prototype in an experiment to provide medical advice to patient volunteers. Based on a theory-based conceptual model, we collected survey data after the experiment to identify factors contributing to the success of such a system, as measured by patient satisfaction. We report the factors that significantly contribute to the patients’ satisfaction. As part of the application and policy implications of our work, we propose a nationwide system that could supplement and expand the capacity of medical systems at the national or even global level.

Synovial Hemangioma Presenting as Anterior Knee Pain - A Case Series

Introduction

Synovial hemangioma is a benign soft-tissue tumor of vascular origin. The knee joint is most common joint affected and with highest incidence noted till date. For diagnosis, of such rare presentation radiological investigations such as digital radiograph and magnetic resonance imaging are of utmost importance, and magnetic resonance imaging being considered as investigation of choice. The gold standard treatment being complete excision of the growth.

Case 1

A 13-year-old boy presented in out-patient clinic with chief complaint of right sided anterior knee pain since 10 months and patient had history of trauma in past. Magnetic resonance imaging of knee joint showed well circumscribed lesion in infra-patellar area (Hoffa's fat pad), with internal septations present within lesion.

Case 2

A 25-year-old female presented to out-patient clinic with chief complaint of left sided anterior knee pain since 2 year, with no history of prior injury. The magnetic resonance imaging of knee joint showed ill-defined lesion around anterior patella-femoral articulation adherent to quadriceps tendon, internal septations present within lesion. For both cases, en bloc excision was performed and good functional outcome was achieved.

Conclusion

Knee joint synovial hemangioma is rare presentation to orthopedic outdoors, has slight female predominance with pre-existing history of trauma. In the present study, both cases were of patella-femoral type (anterior and infra-patellar fat pad). For such lesions, en bloc excision is gold standard procedure to prevent recurrence, same procedure was followed in our study, and good functional outcome was achieved.

Robotic process automation adoption: contextual factors from service sectors in an emerging economy

Purpose

The study aimed to examine the robotic process automation (RPA) contextual (center of excellence and scalability) and the multidisciplinary (TOE) determinants of RPA adoption in service industries in the emerging economy.

Design/methodology/approach

Ten factors were identified through literature surveys and popular studies grounded in technology, organization and environment. SPSS AMOS SEM is used for scale measurement and hypotheses testing. A sample of 313 respondents was collected from middle to above middle management executives of service industries from India. The authors tested the hidden layers and non-linear relationships using artificial neural network (ANN) analysis.

Findings

The low complexity, center of excellence (CoE), and industry/business partner pressure were significant to the RPA adoption in service industries in emerging economies. Counterintuitively, the scalability showed a negative influence on the RPA adoption, and the process capability did not show influence. The results of SEM and ANN were consistent.

Research limitations/implications

This research can unfold the RPA adoption scholarly debate to multiple services industries beyond the telecom sector in emerging economies.

Practical implications

RPA is a disruptive technology on the artificial intelligence (AI) continuum. It has the potential to change the ways of working and enable technology-driven transformation. However, despite having thriving service industries that can benefit from RPA, emerging economies lag in adoption compared to the developed nations.

Social implications

The RPA and automation can bring transformation to human society. Large economies such as India and China have large-scale demand for services, and the waiting lines are a common issue struggled by society. RPA can address the scalability issues of several services.

Originality/value

This study is among the first to examine technology-organization-environment (TOE) with RPA, including RPA contextual variables such as the CoE and scalability. Literature reports TOE applications on several emerging technologies of Industry 4.0 such as cloud, blockchain, big data and 3 Dimensional Printing (3DP), but no or little reported studies around RPA in services industries in emerging markets.

The efficacy, challenges, and facilitators of telemedicine in post-treatment cancer survivorship care: an overview of systematic reviews

BACKGROUND

Telemedicine services have been increasingly used to facilitate post-treatment cancer survivorship care, including improving access; monitoring health status, health behaviors, and symptom management; enhancing information exchange; and mitigating the costs of care delivery, especially since the COVID-19 pandemic. To inform guidance for the use of telemedicine in the post-COVID era, the aim of this overview of systematic reviews (SRs) was to evaluate the efficacy of, and survivor engagement in, telemedicine interventions in the post-treatment survivorship phase, and to consider implementation barriers and facilitators.

METHODS

PubMed, Cochrane CENTRAL, CINAHL, Embase, and Web of Science databases were searched. SRs that examined the use of telemedicine in the post-treatment phase of cancer survivorship, published between January 2010 and April 2021, were included. Efficacy data were synthesized narratively. Implementation barriers and facilitators were synthesized using the Consolidated Framework for Implementation Research.

RESULTS

Twenty-nine SRs were included. A substantive body of evidence found telemedicine to benefit the management of psychosocial and physical effects, particularly for improving fatigue and cognitive function. There was a lack of evidence on the use of telemedicine in the prevention and surveillance for recurrences and new cancers as well as management of chronic medical conditions. This overview highlights a range of diverse barriers and facilitators at the patient, health service, and system levels.

CONCLUSIONS

This review highlights the benefits of telemedicine in addressing psychosocial and physical effects, but not in other areas of post-treatment cancer survivorship care. This large review provides practical guidance for use of telemedicine in post-treatment survivorship care.

Editorial for the Special Section on Humans, Algorithms, and Augmented Intelligence: The Future of Work, Organizations, and Society

Recent developments in artificial intelligence (AI) have increased interest in combining AI with human intelligence to develop superior systems that augment human and artificial intelligence. In this paper, augmented intelligence informally means computers and humans working together, by design, to enhance one another, such that the intelligence of the resulting system improves. Intelligence augmentation (IA) can pool the joint intelligence of humans and computers to transform individual work, organizations, and society. Notably, applications of IA are beginning to emerge in several domains, such as cybersecurity, privacy, counterterrorism, and healthcare, among others. We provide a brief summary of papers in this special section that represent early attempts to address some of the rapidly emerging research issues. We also present a framework to guide research on IA and advocate for the important implications of IA for the future of work, organizations, and society. We conclude by outlining promising research directions based on this framework for the information systems and related disciplines.

Building a specialized lexicon for breast cancer clinical trial subject eligibility analysis

A natural language processing (NLP) application requires sophisticated lexical resources to support its processing goals. Different solutions, such as dictionary lookup and MetaMap, have been proposed in the healthcare informatics literature to identify disease terms with more than one word (multi-gram disease named entities). Although a lot of work has been done in the identification of protein- and gene-named entities in the biomedical field, not much research has been done on the recognition and resolution of terminologies in the clinical trial subject eligibility analysis. In this study, we develop a specialized lexicon for improving NLP and text mining analysis in the breast cancer domain, and evaluate it by comparing it with the Systematized Nomenclature of Medicine Clinical Terms (SNOMED CT). We use a hybrid methodology, which combines the knowledge of domain experts, terms from multiple online dictionaries, and the mining of text from sample clinical trials. Use of our methodology introduces 4243 unique lexicon items, which increase bigram entity match by 38.6% and trigram entity match by 41%. Our lexicon, which adds a significant number of new terms, is very useful for matching patients to clinical trials automatically based on eligibility matching. Beyond clinical trial matching, the specialized lexicon developed in this study could serve as a foundation for future healthcare text mining applications.

Mortality profile after 2 years of hip fractures in elderly patients treated with early surgery

BACKGROUND

In geriatric age group, hip fractures tend to become a major public health hazard. Due to this high occurrence, there is a need to develop standardized, effective, and multidisciplinary management for treatment. These elderly patients have excessive mortality that can extend ahead of the time of recovery. Early surgery after hip fractures has lead to a notable reduction in mortality rates. Still, it is considerably high as compared to other fractures.

METHODS

266 patients of >65 years who were operated within 72 h hours in a tertiary level health care centre for hip fractures were included. They were evaluated with X-rays and grade of Singh's index was noted. Mortality rates and the factors associated with it such as age, sex, co morbidities (using Charlson's co morbidity Index/CCI) were evaluated after 2 year follow up.

RESULTS

The overall 2-year mortality reported in our study population was 11.2%. It was broadly lower as compared to most of the other studies. It was 6.3% in females as compared to 18.1% in males. While it was reported to be only 6% in 65-74 years of age, it was 25% in patients who were 85 years and above. 76.6% of the patients had Singh's index of ≤ grade 3 showing osteoporosis. The patients with Low Charlson's score showed only 4.2% mortality while those with high Charlson's score showed 25.5% mortality.

CONCLUSION

It was concluded that Mortality among elderly patients after early surgery after osteoporotic hip fractures is quite significant. The factors for improvement in long term survival post-hip fracture may include changing treatment patterns, increasing life expectancy and early surgery. Increase in age, female sex, and high CCI Scores were major risk factors of mortality after hip fractures in a 2-year follow-up period.

Rotavirus Diarrhea in Hospitalized Under-5 Children in Madhya Pradesh, India and the Prevalent Serotypes After Vaccine Introduction

OBJECTIVE

To report epidemiology of rotavirus gastroenteritis among under-five children hospitalized for acute diarrhea after the introduction of vaccine in Madhya Pradesh.

METHODS

Children hospitalized for diarrhea between August 2017 and December 2019 were recruited. Stool sample was collected and shipped to Christian Medical College (CMC), Vellore maintaining proper cold chain. Samples were then screened for rotavirus using enzyme immunoassay (EIA). The samples that were positive for rotavirus were further genotyped by reverse transcriptase-polymerase chain reaction (RT-PCR).

RESULTS

Of the 794 stool samples collected, 150 (18.8%) samples were positive for rotavirus. Highest positivity was seen in winter months and in children less than 2 y of age. G3P[8] was found to be the most prevalent serotype.

CONCLUSIONS

The study highlights lowering prevalence of rotavirus gastroenteritis in the authors' region post vaccine introduction. It also highlights the change in prevalent serotypes.

Clinico-bacteriological Profile of Pneumonia, Meningitis and Sepsis in under Five Children from a Tertiary Care Hospital in Central India

Introduction: Invasive Bacterial Diseases (IBD) are the major causes of morbidity and mortality in under five children in India. There is difference in the pattern and aetiology of IBD according to the geographical variation and the antimicrobial susceptibility of causative organisms are also variable. There is lack of data on patterns of IBD from central India. Aim: To generate the data on the burden of pneumonia, meningitis and sepsis among under five children in central India and the microorganisms associated with them. Materials and Methods: This prospective observational study was conducted from August 2019 to July 2020 at the Department of Paediatrics at Mahatma Gandhi Memorial Medical College and MY Hospital, indore, India on children of 1-59 months of age admitted with pneumonia, meningitis and sepsis. A detailed history was recorded for all the participants and thorough physical examination was done along with chest X-ray , routine laboratory examination and blood cultures were performed. Latex Agglutination Test (LAT) and Antibiotic Susceptibility Testing (AST) were performed on Cerebrospinal Fluid (CSF) samples. All the data collected were recorded in Microsoft (MS) excel sheet and frequency (n), percentages (%) and chi-square test for significance level, were calculated to analyse the collected data. Results: Of the total 450 cases enrolled, 283 (62.8%) had confirmed IBD. Out of the confirmed cases, 183 (64.6%) had pneumonia, 52 (18.3%) had meningitis and 48 (16.9%) had sepsis. Highest case fatality rate was seen with sepsis followed by meningitis and pneumonia. The most common organism isolated was Staphylococcus aureus. Overall, gram negative bacilli were found to be more resistant to the conventional antibiotics than gram positive organisms. An 40 (83%) of Staphylococcus aureus were susceptible to methicillin whereas only 12 (45%) of Klebsiella pneumoniae were susceptible to amikacin. Conclusion: The present study highlights the predominance of staphylococcus aureus and adverse outcomes of IBD in children with Severe Acute Malnutrition (SAM) and incomplete immunisation. Emergence of resistant bacterial strains to conventional antibiotics warrants the need to consider the locally prevailing antimicrobial susceptibility patterns for the effective management of these diseases.

Early Quadriceps Wasting after Anterior Cruciate Ligament Reconstruction in Young Adults: A Prospective Study

Introduction: Anterior Cruciate Ligament (ACL) is the most commonly injured ligament in the knee that requires surgical intervention. The weakness of quadriceps muscle is a sequele of ACL tear that can persist even after reconstruction. Muscle wasting if identified in early postoperative period can help to formulate structured protocols for rehabilitation that can help patient to recover. Best available method for scan of the same includes Magnetic Resonance Imaging (MRI) and Computed Tomography (CT) scan, but it is neither accessible nor affordable to masses of population. Aim: To evaluate the quadriceps thickness using an easily available modality i.e., Ultrasonography (USG) and thigh circumference to detect early wasting. Materials and Methods: This prospective longitudinal study was done on 48 patients between the ages of 18-45 years with ACL tear operated arthroscopically. After six months of surgery, all patients were evaluated for quadriceps thickness using USG and thigh circumference using traditional measuring tape at the same points. Paired t-test was used for evaluation of the results. Results: This study quantifies quadriceps thickness using USG at two distinct levels of the thigh and found a significant deficit of 13.05% in the involved extremity at 1/3rd of femur length from knee joint and a deficit of 11.72% in involved extremity at 2/3rd of femur length from knee joint. This study established that the quadriceps of the involved extremity definitely goes under atrophy despite early rehabilitation. Also, there was a deficit of 5.04% in thigh circumference at 1/3rd of femur length from knee joint and 4.43% at 2/3rd of femur length from knee joint in the operated limb. There was no positive correlation between both the methods. Conclusion: This study concluded that USG is an easily available and affordable method to determine quadriceps thickness and it’s wasting early in the postoperative rehabilitation phase. It can assist in establishing early vigorous rehabilitation protocols. The traditional method of measuring thigh circumference using measuring tape to quantify quadriceps muscle bulk can be misleading as its underestimates the atrophy due to various factors.

Evaluation of Location of Femoral and Tibial Tunnels after Arthroscopic Anterior Cruciate Ligament Reconstruction: A Longitudinal Study

Introduction: Anterior Cruciate Ligament (ACL) is the most commonly injured ligament when knees are injured. The position of the bone tunnels, and therefore the graft, is an important factor for successful reconstruction and clinical results. An incorrect positioning may result in impingement of neoligament at roof of intercondylar notch, or impaction against Posterior Cruciate Ligament (PCL) or may cause abnormal tension on the graft and may cause clinical problems such as loss of range of motion and recurrent instability. Aim: To evaluate the location of tunnels and its impact on functional outcome in patients who underwent arthroscopic ACL reconstruction. Materials and Methods: In this prospective longitudinal cohort study at a tertiary healthcare centre, from December 2017 to November 2019. A total of 50 patients who had isolated ACL injury and had undergone arthroscopic ACL reconstruction with minimum one year follow up were included. Their postoperative radiographs were evaluated for femoral and tibial tunnels. International Knee Documentation Committee questionnaire (IKDC), Lysholm scoring, pivot shift and Lachman test were used for evaluating the functional outcome. Findings were summarised and t-test was used for evaluation of results. Results: There were 48 male and two female patients, 64% patients involving right side. Mean position of tibial tunnel in coronal plane was 45.48±2.55 mm from medial edge. Average tibial tunnel angle in coronal plane was 69.46±7.57 degrees with only one patient having tibial tunnel >80 degrees. Position of tibial tunnel in sagittal plane was 41.35±7.3 mm, eight patients with >50% posterior location of tibial tunnel from anterior edge. Average Coronal angle of femoral tunnel was 42.52±6.34 degree. Position of femoral tunnel along Blumensaat’s line from posterior edge of femoral cortex was 35.19±6.09 mm. Graft impingement was not found in any of the case intraoperatively nor postoperatively, as analysed on x-rays. Conclusion: The position of femoral and tibial tunnels is a very important indicator for good functional outcome postoperatively. Thus, there needs to be further research to exactly quantify the limits for tunnel position beyond which the outcome of ACL reconstruction will be definitely poor.

Role of Fine Needle Aspiration Cytology in Evaluation of Bony Lesions

Introduction: Fine Needle Aspiration Cytology (FNAC) is increasingly being recognised for its diagnostic utility in evaluation of bone tumours. Though open surgical biopsy is the procedure of choice for diagnosis of bony tumours. Aim: To evaluate the efficacy and reliability of FNAC in diagnosis of bony tumours. Materials and Methods: This cross-sectional study included 40 patients with bony lesions from July 2018 to December 2019 in tertiary level centre of Rajasthan. The FNAC was performed after clinical and radiological assessment. The smears were stained using standard techniques. Also, open biopsy was performed in the patients who presented with bony lesions of patients and slides prepared for histopathological examination using standard techniques. The data was entered in Excel sheets and the results were evaluated using Statistical Package for Social Sciences (SPSS) software version 20.0. Results: Adequate material was obtained in FNAC in 29 (72.5%) cases. Out of 29 cases, FNAC results were accurate in 96.5% cases. False Negative report was obtained in one case with no false positives. Sensitivity of FNAC in diagnosing bony lesions comes to be 90% and Specificity was 100%. The Positive Predictive Value (PPV) was 100% and the Negative Predictive Value (NPV) 95.4%. Conclusion: The FNAC is invaluable tool in primary diagnosis of bony lesions. The technique of obtaining sufficient material though needs to be mastered and will definitely improve with more experience and radiologic correlation.

Intussusception after Rotavirus Vaccine Introduction in India

BACKGROUND

A three-dose, oral rotavirus vaccine (Rotavac) was introduced in the universal immunization program in India in 2016. A prelicensure trial involving 6799 infants was not large enough to detect a small increased risk of intussusception. Postmarketing surveillance data would be useful in assessing whether the risk of intussusception would be similar to the risk seen with different rotavirus vaccines used in other countries.

METHODS

We conducted a multicenter, hospital-based, active surveillance study at 27 hospitals in India. Infants meeting the Brighton level 1 criteria of radiologic or surgical confirmation of intussusception were enrolled, and rotavirus vaccination was ascertained by means of vaccination records. The relative incidence (incidence during the risk window vs. all other times) of intussusception among infants 28 to 365 days of age within risk windows of 1 to 7 days, 8 to 21 days, and 1 to 21 days after vaccination was evaluated by means of a self-controlled case-series analysis. For a subgroup of patients, a matched case-control analysis was performed, with matching for age, sex, and location.

RESULTS

From April 2016 through June 2019, a total of 970 infants with intussusception were enrolled, and 589 infants who were 28 to 365 days of age were included in the self-controlled case-series analysis. The relative incidence of intussusception after the first dose was 0.83 (95% confidence interval [CI], 0.00 to 3.00) in the 1-to-7-day risk window and 0.35 (95% CI, 0.00 to 1.09) in the 8-to-21-day risk window. Similar results were observed after the second dose (relative incidence, 0.86 [95% CI, 0.20 to 2.15] and 1.23 [95% CI, 0.60 to 2.10] in the respective risk windows) and after the third dose (relative incidence, 1.65 [95% CI, 0.82 to 2.64] and 1.08 [95% CI, 0.69 to 1.73], respectively). No increase in intussusception risk was found in the case-control analysis.

CONCLUSIONS

The rotavirus vaccine produced in India that we evaluated was not associated with intussusception in Indian infants. (Funded by the Bill and Melinda Gates Foundation and others.).

Dynamics of structural relaxation in bioactive 45S5 glass

Kinetics of physical aging in archetypic 45S5 bioactive silicate glass composition with different types of phase separation are studied in situ below the glass transition temperature (T _g). The qualitative nature of aging is found to be almost independent of the structural differences on the micrometer scale. A well-expressed step-like behavior in the enthalpy recovery kinetics is observed for aging temperatures T _a ∼ 0.90T _g and T _a ∼ 0.85T _g, which, however, disappears when the aging occurs at T _a ∼ 0.95T _g. The overall kinetics are described by a stretched-exponential function with stretching exponent close to 3/7 at T _a ∼ 0.95T _g, and 1/3 when the aging temperature drops to ∼0.90T _g and below. The values correlate well with the predictions of Phillips' diffusion-to-traps and percolating fractals models. Appearance of step-like behavior at larger departure from T _g is attributed to the hierarchical scheme of approaching equilibrium based on an alignment-shrinkage mechanism of physical aging proposed earlier for chalcogenide glasses.

Comparison of outcome after ACL reconstruction in terms of subjective assessment of symptoms and function and clinical assessment of ligament stability

BACKGROUND

The knee joint is frequently involved in sports and other injuries with Anterior cruciate ligament being a very common ligament to be injured. The Lachman test, pivot-shift test, and instrumented knee laxity examination are frequently used and reported for evaluation of ACL reconstruction. The aim of this study is to examine and evaluate the relationships between the clinical assessment of ligament stability and subjective assessment of symptoms and function after ACL reconstruction.

METHODS

A total of 50 young and middle aged patients with unilateral knee ACL injury treated with ACL reconstruction using hamstring graft were evaluated for a minimum period of 1 year. Clinical assessment of ligament stability was done through Lachman and pivot-shift examination. Subjective variables of symptoms at follow-up included pain, swelling, instability and locking of knee. Subjective function at follow up included satisfaction with outcome, squatting, ascending or descending stairs, jumping, twisting and Lysholm score.

RESULTS

Lachman Examination at follow-up had no significant (P > .05) relationship with pain, swelling, instability, locking, squatting, ascending or descending stairs, jumping, twisting, satisfaction with outcome and Lysholm score. Pivot-shift examination at follow-up had significant associations with patient satisfaction (P = .04), instability of knee (P = .02), difficulty during twisting (P = .02) and Lysholm score (P = .01).

CONCLUSION

Pivot-shift examination is a better measure than Lachman examination or instrumented knee laxity as far as patients' functional outcome and overall satisfaction is concerned.

Antibody persistence up to 5 y after vaccination with a quadrivalent meningococcal ACWY-tetanus toxoid conjugate vaccine in adolescents

Long-term protection against meningococcal disease relies on antibody persistence after vaccination. We report antibody persistence up to 5 y after vaccination in adolescents who received a single dose of either meningococcal serogroups A, C, W, Y tetanus toxoid conjugate vaccine (MenACWY-TT, Pfizer) or MenACWY polysaccharide vaccine (MenPS, GSK Vaccines) at the age of 11-17 y in the randomized controlled primary study NCT00464815. In this phase III, open, controlled, multi-center persistence follow-up study conducted in India and the Philippines (NCT00974363), antibody persistence was evaluated by a serum bactericidal antibody assay using rabbit complement (rSBA) yearly, up to year 5 after vaccination. Serious adverse events (SAEs) related to study participation were recorded. Five years after a single dose of MenACWY-TT, the percentage of participants (N = 236) with rSBA titers ≥1:8 was 97.5% for serogroup A, 88.6% for serogroup C, 86.0% for serogroup W and 96.6% for serogroup Y. The percentages in the MenPS group (N = 86) were 93.0%, 87.1%, 34.9% and 66.3%, respectively. Exploratory analysis indicated a higher percentage of subjects with rSBA titers ≥1:8 for serogroups W and Y, and higher rSBA geometric mean antibody titers for serogroups A, W and Y in the MenACWY-TT group than the MenPS group at each time point (years 3, 4 and 5). No differences between groups were observed for serogroup C. No SAEs related to study participation were reported. In conclusion, the results of this follow-up study indicate that antibodies persisted up to 5 y after a single dose of MenACWY-TT in adolescents.

A conciliation mechanism for self-organizing dynamic small groups

A group of individuals, organizations or things in internet of things (IoT) often dynamically self-organizes in small groups to accomplish certain tasks. This is common in virtual organization, social networks and the evolving field of IoT. These small groups have different behavioral characteristics than large groups. Members individually have some requirements and contribute some resources to the group. The organization and operation of such a group requires dynamic identification of group requirements that can be fulfilled by available resources and is approved by the group. We apply design science methods to develop an artifact that helps in conciliation of collective requirements and resources of small groups while maintaining each member’s satisfaction. The mechanism also supports dynamic conciliation as members leave and new members join the group. Each member’s requirement is specified as an explicit/implicit objective that is feasible/not feasible based on resources available to the group and whether the requirement is in alignment with other members’ objectives. We validate the artifact by using it for a manufacturing service group and simulating the change in collective group requirements and resources as group membership changes dynamically.

Rotating lattice single crystal architecture on the surface of glass

Defying the requirements of translational periodicity in 3D, rotation of the lattice orientation within an otherwise single crystal provides a new form of solid. Such rotating lattice single (RLS) crystals are found, but only as spherulitic grains too small for systematic characterization or practical application. Here we report a novel approach to fabricate RLS crystal lines and 2D layers of unlimited dimensions via a recently discovered solid-to-solid conversion process using a laser to heat a glass to its crystallization temperature but keeping it below the melting temperature. The proof-of-concept including key characteristics of RLS crystals is demonstrated using the example of Sb₂S₃ crystals within the Sb-S-I model glass system for which the rotation rate depends on the direction of laser scanning relative to the orientation of initially formed seed. Lattice rotation in this new mode of crystal growth occurs upon crystallization through a well-organized dislocation/disclination structure introduced at the glass/crystal interface. Implications of RLS growth on biomineralization and spherulitic crystal growth are noted.

Frequency of bacterial isolates and pattern of antimicrobial resistance in patients with hematological malignancies: A snapshot from tertiary cancer center

BACKGROUND

Infections are the most important cause of mortality in patients with high-risk febrile neutropenia. Emergence of multi-drug resistant organisms (MDROs) has become a major challenge for hemato-oncologists. Knowledge of the prevalent organisms and their antimicrobial sensitivity can help deciding the empirical therapy at individual centers and allows timely measures to reduce the risk of antimicrobial resistance.

AIMS

To evaluate the frequency of bacterial isolates from all the samples and the pattern of bacterial bloodstream infections and incidence of MDROs.

SETTINGS AND DESIGN

This is a retrospective analysis from a tertiary care cancer center.

MATERIALS AND METHODS

From January to June 2014 information on all the samples received in Department of Microbiology was collected retrospectively. The data from samples collected from patients with hematological cancers were analyzed for types of bacterial isolates and antimicrobial sensitivity.

RESULTS

A total of 739 isolates were identified with 67.9% of isolates being Gram-negative. The predominant Gram-negative organisms were Escherichia coli, Psuedomonas spp. and Klebsiella spp. Among the bacterial bloodstream infections, 66% were Gram-negative isolates. MDROs constituted 22% of all isolates in blood cultures. Incidence of resistant Gram-positive organisms was low in the present dataset (methicillin resistant Staphylococcus aureus and vancomycin-resistant enterococci-1.3%).

CONCLUSIONS

The analysis reconfirms the Gram-negative organisms as the predominant pathogens in bacteremia seen in patients with hematological cancers. The high frequency of multi-drug resistance in the dataset calls for the need of emergency measures to curtail further development and propagation of resistant organisms.

Insights into the mechanism of natural terpenoids as NF-κB inhibitors: an overview on their anticancer potential

The transcription factor, nuclear factor kappa B (NF-kB) is one of the principal inducible protein in mammals known to control the gene expression in many critical physiological responses such as oxidative stress, inflammation etc. and has been shown to play an important role in the pathogenesis of cancer. Terpenoids are major constituents present in nutritionally used fruits, vegetables and different spices which possess various pharmacological action including anticancer activity. Various terpenoids, viz. monoterpenoids, sesquiterpenoids, diterpenoids, sesterterpenoids, triterpenoids, tetraterpenoids and polyterpenoids inhibit NF-kB signa-ling pathway through IkB phosphorylation, DNA binding, p65 translocation etc. Keeping in mind these facts, the present review revealed the anti-cancer potential of naturally occurring terpenoids highlighting their mechanism of NF-kB inhibition. This review also focuses on some of the naturally occurring terpenoids belonging to various chemical categories with potential inhibitory effects on NF-kB and their role in the treatment of cancer.

Bioglass in Alveolar Bone Regeneration in Orthodontic Patients: Randomized Controlled Clinical Trial

This study was designed as a split-mouth randomized controlled clinical trial to evaluate the effects of a novel bioactive glass scaffold-tailored amorphous multiporous (TAMP)-for the preservation of alveolar bone following tooth extraction in class II orthodontic patients. TAMP scaffolds were prepared and sterilized. Patients were screened for eligibility, and 6 patients accounting for 14 extraction sockets were included in this stage. Sockets were randomly allocated to either control (left empty) or test (grafted with TAMP scaffold particles). Follow-up was done after 1, 2, 4, 8, and 12 to 17 wk with digital periapical radiographs to evaluate changes in crestal bone height and bone mineral density (BMD), 3-dimensional volumetric analysis of impression casts, and histologic analysis of core biopsies. Furthermore, alveolar bone marrow mesenchymal stem cells were cultured from control and test sockets following biopsy retrieval to evaluate the ability of TAMP bioactive glass scaffolds to recruit host progenitor cells. Results showed that sockets grafted with TAMP bioactive glass scaffolds better preserved height after 3 mo where mesially 57.1% of test cases showed preservation of socket height, compared with 28.6% of control cases. Distally, this was 42.9% of test cases versus none of the control cases. Regarding BMD, the test sides had higher BMD in all 3 sections of the socket, with the greatest reduction in BMD found in the coronal third. Results were not statistically significant. Histologically, sockets grafted with TAMP bioactive glass scaffolds showed a distinct pattern of bone healing characterized by vertical trabeculae and large vascularized marrow spaces with sockets showing corticalization. Volumetric analysis showed a better preservation of socket contour with TAMP bioactive glass scaffolds. TAMP bioactive glass scaffolds appeared to enhance the recruitment of stem cells from the grafted sockets. In conclusion, TAMP scaffolds appear to better preserve alveolar bone following extraction and allow for a more active bone modeling and remodeling process( ClinicalTrials.gov identifier:NCT01878084). Knowledge Transfer statement: The results of this study set the stage for the recommended use of novel biomimetic scaffolds, such as the tailored amorphous multiporous bioactive glass for preservation of the socket following extraction. This can be valuable for patients and clinicians alike when deciding on long-term prosthetic alternatives that not only result in immediate bone preservation but will accommodate the dynamic nature of bone.

Treatment results in advanced stage Hodgkin's lymphoma: a retrospective study

BACKGROUND

Hodgkin's lymphoma displays distinct epidemiological attributes in Asian population thus making it relevant to study whether there are any differences in treatment outcomes too when treated with current standard of care.

AIM

To evaluate the treatment outcomes of de-novo advanced stage HL in adults.

MATERIALS AND METHODS

This retrospective study included de-novo advanced stage HL patients (≥15 years) registered at our center from January 2004 to December 2007. Treatment outcomes were measured in terms of response rates, overall survival (OS) and progression-free survival (PFS). Overall and PFS were calculated with Kaplan-Meier methodology and Cox-proportional hazards model was used for multivariate analysis to identify prognostic factors.

RESULTS

There were 125 patients (males 77%) who received minimum one cycle of chemotherapy with median age of 32 years (Range 15-65 years). Stage IV disease was seen in (46 patients) 37%; 75% (94 patients) patients had B symptoms. International prognostic score (IPS) ≤4 was seen in 95/112 (85%) patients. ABVD (adriamycin, bleomycin, vinblastine, dacarbazine) chemotherapy was given to 94%. Radiation to residual/bulky sites was given to 36% (45 patients). Response data was available for 112 patients; complete response in 76%; partial response in 10 % and progressive disease in 3 patients. Nineteen deaths (progressive disease-7, toxicity-8, unrelated cause-4) were observed. At median follow-up of 28 months, estimated 5-year OS and PFS were 60% and 58%, respectively. On multivariate analysis, IPS and response to treatment were significant factors for both OS and PFS.

CONCLUSIONS

The treatment outcomes in this study are comparable with the published literature with limited follow-up data.