NobleBlocks

Merck Specialities Pvt. Ltd. (India)

companyMumbai, Maharashtra, India

Research output, citation impact, and the most-cited recent papers from Merck Specialities Pvt. Ltd. (India) (India). Aggregated across the NobleBlocks index of 300M+ scholarly works.

Total works
57
Citations
942
h-index
17
i10-index
27
Also known as
Merck (India)Merck Specialities Pvt. Ltd.Merck Specialities Pvt. Ltd. (India)

Top-cited papers from Merck Specialities Pvt. Ltd. (India)

Emerging Trends in Cross-Coupling: Twelve-Electron-Based L<sub>1</sub>Pd(0) Catalysts, Their Mechanism of Action, and Selected Applications
Sharbil J. Firsan, Vilvanathan Sivakumar, Thomas J. Colacot
2022· Chemical Reviews157doi:10.1021/acs.chemrev.2c00204

Pd(0) species.

Role of Zolpidem in the Management of Insomnia
Amit Dang, Amit Garg, Padmanabh V. Rataboli
2010· CNS Neuroscience & Therapeutics73doi:10.1111/j.1755-5949.2010.00158.x

Insomnia is a common condition that affects one's ability to sleep comfortably and consequently to work effectively. Its etiology is multifactorial and involves plethora of risk factors. Consequences can vary from mild sleepiness to more sever psychiatric disturbances and ischemic stroke. Despite several diagnostic criteria it is poorly diagnosed and less often treated. Benzodiazepines formed the mainline therapy for many years till the advent of newer nonbenzodiazepine group of drugs including zolpidem. Zolpidem is an imidazo-pyridine compound that enhances the GABA(A) receptor function by interaction with Omega-1 receptor subtype. Its pharmacokinetic profile allows the patients to use it later in the night when having trouble falling asleep without any residual cognitive impairment the next morning. It has rapid onset of action, improves total sleep duration, and reduces night-time awakenings. Its adverse effect profile is satisfactory as it appears to have low addiction potential. This review will focus on the current role of zolpidem in the management of insomnia.

Design of a Photostabilizer Having Built‐in Antioxidant Functionality and Its Utility in Obtaining Broad‐spectrum Sunscreen Formulations†
Ratan K. Chaudhuri, Zoia Lascu, Germain Puccetti, Anant A. Deshpande +1 more
2006· Photochemistry and Photobiology47doi:10.1562/2005-07-15-ra-612

Di-2,2'-diethylhexyl-3,5-dimethoxy-4-hydroxy-benzylidenemalonate (INCI name diethylhexyl syringylidene malonate, DESM), the target photostabilizer, was synthesized in one step by condensation of 3,5-dimethoxy-4-hydroxy benzaldehyde (Syringaldehyde) with di-2,2'-diethylhexyl malonate. Photostability data in sunscreen formulations showed that DESM is photostable and improves the photostability of avobenzone significantly when compared to control (without a photostabilizer). Photostable broad-spectrum sunscreen formulations with high SPF (>30) have been achieved by combining avobenzone, DESM and UV-B sunscreens, such as homosalate, octisalate or other UV-B sunscreens. It seems that (a) triplet-state energy transfer from avobenzone to DESM and (b) scavenging of reactive species are responsible for the observed stabilization of avobenzone. In vitro study of the two formulations containing DESM clearly showed critical wavelength of well over 370 nm and can thus be categorized as broad-spectrum sunscreens. DESM does not have any contribution to in vivo SPF; instead it boosts SPF by about 5 units in high-SPF products. DESM was found to be an excellent singlet-oxygen quencher, thereby reducing photodegradation of avobenzone caused by singlet oxygen. In short, the multiplicity of effects and formulation benefits seen with DESM makes it an ideal choice as a unique antioxidant photostabilizer for a variety of cosmetic products targeting young and mature skin alike.

A Comparison of Environmental Impact of Various Silicas Using a Green Chemistry Evaluator
Carlos Brambila, Peter D. W. Boyd, Amber Keegan, Pankaj Sharma +3 more
2022· ACS Sustainable Chemistry & Engineering36doi:10.1021/acssuschemeng.2c00519

To answer questions surrounding the sustainability of silica production, MilliporeSigma's DOZN 2.0 Green Chemistry Evaluator was employed as it provides quantitative values based on the 12 principles of Green Chemistry. As a first study using DOZN 2.0 to evaluate the greenness of nanomaterials, a range of silica types were considered and their greenness scores compared. These included low- and high-value silicas, both commercial and emerging, such as precipitated, gel, fumed, colloidal, mesoporous, and bioinspired silicas. When surveying these different types of silicas, it became clear that while low value silicas have excellent greenness scores, high-value silicas perform poorly on this scale. This highlighted the tension between high-value silicas that are desired for emerging markets and the sustainability of their synthesis. The calculations were able to quantify the issues pertaining to the energy-intensive reactions and subsequent removal of soft templates for the sol-gel processes. The importance of avoiding problematic solvents during processes and particularly releasing them as waste was identified. The calculations were also able to compare the amount of waste generated as well as their hazardous nature. The effects of synthesis conditions on greenness scores were also investigated in order to better understand the relationship between the production process and their sustainability.

Association Between Progesterone Elevation on the Day of Human Chronic Gonadotropin Trigger and Pregnancy Outcomes After Fresh Embryo Transfer in In Vitro Fertilization/Intracytoplasmic Sperm Injection Cycles
Sandro C. Esteves, Gautam Khastgir, Jatin P. Shah, Kshitiz Murdia +4 more
2018· Frontiers in Endocrinology28doi:10.3389/fendo.2018.00201

fertilization (IVF)/intracytoplasmic sperm injection cycles has been claimed to be associated with decreased pregnancy rates. However, the evidence is not unequivocal, and clinicians still have questions about the clinical validity of measuring P levels during the follicular phase of stimulated cycles. We reviewed the existing literature aimed at answering four relevant clinical questions, namely (i) Is gonadotropin type associated with PE during the follicular phase of stimulated cycles? (ii) Is PE on the day of human chorionic gonadotropin (hCG) associated with negative fresh embryo transfer IVF/intracytoplasmic sperm injection (ICSI) cycles outcomes in all patient subgroups? (iii) Which P thresholds are best to identify patients at risk of implantation failure due to PE in a fresh embryo transfer? and (iv) Should a freeze all policy be adopted in all the cycles with PE on the day of hCG? The existing evidence indicates that late follicular phase progesterone rise in gonadotropin releasing analog cycles is mainly caused by the supraphysiological stimulation of granulosa cells with exogenous follicle-stimulating hormone. Yet, the type of gonadotropin used for stimulation seems to play no significant role on progesterone levels at the end of stimulation. Furthermore, PE is not a universal phenomenon with evidence indicating that its detrimental consequences on pregnancy outcomes do not affect all patient populations equally. Patients with high ovarian response to control ovarian stimulation are more prone to exhibit PE at the late follicular phase. However, in studies showing an overall detrimental effect of PE on pregnancy rates, the adverse effect of PE on endometrial receptivity seems to be offset, at least in part, by the availability of good quality embryo for transfer in women with a high ovarian response. Given the limitations of the currently available assays to measure progesterone at low ranges, caution should be applied to adopt specific cutoff values above which the effect of progesterone rise could be considered detrimental and to recommend "freeze-all" based solely on pre-defined cutoff points.

Phase 0 clinical trials in oncology new drug development
UmeshChandra Gupta, Sandeep Bhatia, Amit Garg, Amit Sharma +1 more
2011· Perspectives in Clinical Research22doi:10.4103/2229-3485.76285

Research focus of pharmaceutical industry has expanded to a larger extent in last few decades putting many more new molecules, particularly targeted agents, for the clinical development. On the other hand, researchers are facing serious challenges due to high failure rates of new molecules in clinical studies. The United States Food and Drug Administration (FDA) in combination with academia and industry experts identified many factors responsible for failures of new molecules, and with a vision of taking traditional drug development model toward an innovative paradigm shift, issued regulatory guidance on conduct of exploratory investigational new drug (exploratory IND) studies, often called as phase 0 clinical trials, requiring reduced preclinical testing, which has special relevance to life-threatening diseases such as cancer. Phase 0 trials, utilizing much lower drug doses, provide an opportunity to explore the clinical behavior of new molecules very early in the drug development pathway, helping to identify the promising candidates and eliminating non-promising molecules, thus improving the efficiency of overall drug development with significant savings of resources. Being non-therapeutic in nature, these studies, however, pose certain ethical challenges requiring careful study designing and informed consent process. This article reviews the insights and perspectives for the feasibility, utility, planning, designing and conduct of phase 0 clinical trials, in addition to ethical issues and industrial perspective focused at oncology new drug development.

Smart Contract System with Block-chain Capability for Improving Supply Chain Management
Subhash A. Nalawade, Ramesh Pattnaik, Sachin Kadam, Pradnya Pritesh Lodha +2 more
202420doi:10.1109/iconat61936.2024.10774955

This study delves into the integration of blockchain technology, specifically smart contracts, to revolutionize supply chain management. By leveraging smart contracts, the flow of products from farmers to consumers is securely recorded and verified on an immutable ledger, bolstering transparency and trust throughout the supply chain. Furthermore, the research addresses blockchain scalability challenges by proposing an adaptive algorithm to adjust gas fees based on network congestion, optimizing block confirmation times and transaction processing efficiency. A robust software architecture is outlined, emphasizing scalability to effectively handle large-scale supply chain operations. Through this interdisciplinary approach, the thesis aims to advance supply chain management practices by harnessing blockchain’s transformative capabilities, laying the groundwork for resilient and efficient supply chain ecosystems in the digital age.

Antimicrobial effects of vanillin‐based pyridyl‐benzylidene‐5‐fluoroindolins
Deena Gladies Raymond Mohanraj, Manikandan Alagumuthu, Palaniraja Subramaniam, Dhivya Bakthavachalam +2 more
2021· Journal of Heterocyclic Chemistry17doi:10.1002/jhet.4277

Abstract In this study, the antimicrobial effect and DNA gyrase inhibitor potential of vanillin‐based pyridyl–substituted fluoro‐indolines were evaluated. These compounds are synthesized and established through green‐chemistry approaches. The inhibition effect on both DNA gyrase A and B was evaluated in silico and in vitro. Agar well diffusion method–based antimicrobial activity against Gram‐ve Pseudomonas aeruginosa (MTCC 424) and Escherichia coli (MTCC 443), Gram+ve Streptococcus pyogenes (MTCC 442) and Staphylococcus aureus (MTCC 96), and a clinical isolate of Candida albicans (Fungi) was evaluated. The cytotoxicity of the compounds was assessed over macrophages using the MTT assay. In the results, the target compounds exhibited a broad‐spectrum antimicrobial activity against both bacterial types and fungal.

Challenges in the Diagnosis and Management of Growth Hormone Deficiency in India
M. Mendenhall John, Ekaterina Koledova, Kanakatte Mylariah Prasanna Kumar, Harshal Chaudhari
2016· International Journal of Endocrinology17doi:10.1155/2016/2967578

In clinical practice, every year approximately 150,000 children are referred with short stature (SS) based on a cut-off of fifth percentile. The most important endocrine and treatable cause of SS is growth hormone deficiency (GHD). The lack of reliable data on the prevalence of GHD in India limits estimation of the magnitude of this problem. The diagnosis and treatment of GHD are hurdled with various challenges, restricting the availability of growth hormone (GH) therapy to only a very limited segment of the children in India. This review will firstly summarize the gaps and challenges in diagnosis and treatment of GHD based on literature analysis. Subsequently, it presents suggestions from the members at advisory board meetings to overcome these challenges. The advisory board suggested that early initiation of the therapy could better the chances of achieving final adult height within the normal range for the population. Education and awareness about growth disorders among parents, regular training for physicians, and more emphasis on using the Indian growth charts for growth monitoring would help improve the diagnosis and treatment of children with GHD. Availability of an easy-to-use therapy delivery system could also be beneficial in improving adherence and achieving satisfactory outcomes.

Advances in Animal Models and Cutting-Edge Research in Alternatives: Proceedings of the Third International Conference on 3Rs Research and Progress, Vishakhapatnam, 2022
Nikita Narayan Naik, Bharadwaja Vadloori, Suresh Poosala, Pratima Srivastava +4 more
2023· Alternatives to Laboratory Animals17doi:10.1177/02611929231180428

Animal experimentation has been integral to drug discovery and development and safety assessment for many years, since it provides insights into the mechanisms of drug efficacy and toxicity (e.g. pharmacology, pharmacokinetics and pharmacodynamics). However, due to species differences in physiology, metabolism and sensitivity to drugs, the animal models can often fail to replicate the effects of drugs and chemicals in human patients, workers and consumers. Researchers across the globe are increasingly applying the Three Rs principles by employing innovative methods in research and testing. The Three Rs concept focuses on: the replacement of animal models (e.g. with in vitro and in silico models or human studies), on the reduction of the number of animals required to achieve research objectives, and on the refinement of existing experimental practices (e.g. eliminating distress and enhancing animal wellbeing). For the last two years, Oncoseek Bio-Acasta Health, a 3-D cell culture-based cutting-edge translational biotechnology company, has organised an annual International Conference on 3Rs Research and Progress. This series of global conferences aims to bring together researchers with diverse expertise and interests, and provides a platform where they can share and discuss their research to promote practices according to the Three Rs principles. In November 2022, the 3rd international conference, Advances in Animal Models and Cutting-Edge Research in Alternatives, took place at the GITAM University in Vishakhapatnam (AP, India) in a hybrid format (i.e. online and in-person). These conference proceedings provide details of the presentations, which were categorised under five different topic sessions. It also describes a special interactive session on in silico strategies for preclinical research in oncology, which was held at the end of the first day.

Exploiting intramolecular hydrogen bonding for the highly (Z)-selective &amp; metal free synthesis of amide substituted β-aminoenones
Palaniraja Subramaniam, Chandrasekaran Ramasubbu, Selvaraj Athiramu
2017· Green Chemistry15doi:10.1039/c7gc00909g

An intramolecular hydrogen bonding directed highly stereospecific, transition metal free synthetic protocol for amide substituted β-aminoenones. High stereoselectivity, excellent yields and high purity were achieved by mere filtration without column chromatographic purification.

Morphometric and Microsatellite Diversity in Seabuckthorn (Hippophae rhamnoides L.) Natural Populations Originating from the Different Geographical Regions of the Indian Himalayas
Ankit Jain, Ashish Kumar, Prakash Chand Sharma
2022· Plant Molecular Biology Reporter12doi:10.1007/s11105-022-01338-6

Seabuckthorn (Hippophae rhamnoides L.), an upcoming superfood plant, has attracted researchers’ attention worldwide for its medicinal, nutritional, and socio-economic value, along with its characteristic features to sustain extreme climatic conditions. We have studied microsatellite marker–based genetic and morphometric diversity in 93 collections of H. rhamnoides from different geographic sites representing two regions, namely Leh and Lahaul of the Indian Himalayas. Microsatellite markers were isolated using two different approaches, including screening of microsatellite-enriched genomic library, and in silico screening of in-house developed seabuckthorn EST database and whole transcriptome assembly. In Leh and Lahaul collections, 32 and 30 microsatellite markers were found polymorphic, respectively. All the markers developed for H. rhamnoides showed cross-species transferability to H. salicifolia and H. tibetana. Two to six alleles were recorded in the two sets of collections with an average of 3.71 and 3.53 alleles per locus in Leh and Lahaul collections, respectively. Mean polymorphic information content (PIC) values for microsatellite markers were 0.39 and 0.41 for Leh and Lahaul collections, respectively. The average expected heterozygosity was less than the observed heterozygosity. Wright’s fixation index (FIS) varied from (−)0.2045 to 1.0 and (−)0.1688 to 1.0 for Leh and Lahaul collections, respectively. Shannon’s informative index (I) remained in the range of 0.6745 to 1.8621, and 0.6824 to 1.6308 for Leh and Lahaul collections, respectively. The UPGMA-based combined dendrogram showed clear demarcation between Leh and Lahaul collections, although a few ecotypes were regrouped with collections from the other region. No significant relationship was observed between the morphological distance matrix and molecular marker distance matrix. The findings of the present study may prove helpful in future breeding and conservation strategies aiming for seabuckthorn improvement.

Design, synthesis, anticancer evaluation, molecular docking and in silico ADME analysis of novel substituted 1,3,4-thiadazoloaryl incorporated pyrimidine-thiazole derivatives as propitious anticancer agents
Ramesh Boddiboyena, Gattu Sridhar, G. Nagendra Reddy, Nareshvarma Seelam +3 more
2024· Results in Chemistry11doi:10.1016/j.rechem.2024.101334

A novel library of 1,3,4-thiadazoloaryl based pyrimidine-thiazole derivatives (10a-j) was synthesized and their chemical structures were confirmed by 1HNMR, 13CNMR, and mass spectral data. in silico ADME studies have demonstrated that all these compounds have a good pharmacokinetic profile. Further, these compounds were evaluated for their anticancer activity against a panel of human cancer cell lines such as prostate (PC3 and DU-145), lung (A549), and breast (MCF-7). The outcome results were compared with the standard reference as etoposide. Most of the tested compounds demonstrated remarkable anticancer activities, with IC50 values ranging from 0.01±0.0017 µM to 23.6±8.43µM, where standard showed IC50 values from 1.97 ± 0.45 µM to 3.08 ± 0.135 µM, respectively. Particularly, these compounds 10a, 10b, 10c, 10d, 10e, and 10j displayed more prominent anticancer activities as etoposide. Molecular docking studies of the synthesized compounds were carried out against SARM (PDB ID: 3V49) and Abl-Tyrosine kinase (PDB ID: 1IEP), in which 10b and 10h showed comparable dock scores of -7.3 and -7.5 against SARM (PDB ID: 3V49) and 10b and 10c -8.5 and -7.7 against Abl-Tyrosine kinase (PDB ID: 1IEP).

Evolving landscape of multiple sclerosis in India: Challenges in the management
Harshal Chaudhari, Sudhir Kumar, Anshu Rohatgi, Priti Thakor
2018· Annals of Indian Academy of Neurology10doi:10.4103/aian.aian_33_18

Multiple sclerosis (MS) is a chronic neurological disease which often leads to disability. The complex etiology and progressive nature pose challenges in the management of patients with MS, particularly in developing countries like India. Lack of data on prevalence further complicates estimation of the magnitude of MS in India. There are various other challenges associated with management of patients with MS due to which the therapy is utilized by only a small segment of population in India. This article encapsulates the gaps and challenges in the management of patients with MS and presents suggestions and recommendations of the members of advisory boards held to discuss these challenges. The advisory board members suggested that an early diagnosis of MS and an early initiation of treatment are essential to achieve better results for tackling MS-related challenges. In addition, awareness and education about MS among people, regular training to physicians, emphasis on the use of revised 2010 McDonald criteria, and utilization of advanced diagnostic modalities in magnetic resonance imaging would help to achieve desirable as well as effective therapeutic outcomes. Further, access to an easy-to-use therapy delivery system could also be beneficial in attaining an adequate treatment adherence and related health benefits.

Pharmacological explorations of eco-friendly amide substituted (<i>Z</i>)-β-enaminones as anti-breast cancer drugs
Palaniraja Subramamiam, Chandrasekaran Ramasubbu, Selvaraj Athiramu, Sivakumar Arumugam +1 more
2018· Archiv der Pharmazie10doi:10.1002/ardp.201800244

Amide substituted (Z)-β-enaminones were synthesized by green chemistry and stereo-specific synthetic pathway as novel phosphoinositide 3-kinase (PI3K) inhibitors and breast cancer drugs. PI3K inhibition was measured by competitive ELISA. A panel of cancer cell lines including MCF-7 (breast cancer), G-361 (skin cancer), and HCT 116 (colon cancer) were used to assess the anticancer potentials. In the PI3K assay, 2c and 2f were indolent for the proposed inhibitory action, which was recognized from the obtained IC50 (>1.0 μM). Excellent activity potential of 2a, 2b, and 2d was recognized from the IC50 range (<0.05 μM) whereas an intermediate action potential was observed for compounds 2e and 2i (IC50 0.1 and 0.25, respectively). The docking results exclusively proposed that the hydrophobic interactions in the PI3K binding pocket were overwhelmed by the binding affinity of the most potent ligands (2a, 2b, and 2d: inhibitory constant Ki = 18.16, 84.87, and 56.14 nM). MTT assay results revealed the antiproliferative activity domination of selected compounds (2a, 2b, and 2d) toward MCF-7. The relative activities of 2a, 2b, and 2d of 84.56, 80.87, and 90.12%, respectively, were comparable to that of the standard, doxorubicin (82.16%). SAR studies demonstrated amide substituted (Z)-β-enaminones as precise PI3K inhibitors to treat breast cancer.

Outcomes and Recommendations of an Indian Expert Panel for Improved Practice in Controlled Ovarian Stimulation for Assisted Reproductive Technology
Baiju Ahemmed, Vani Sundarapandian, Rohit Gutgutia, Sathya Balasubramanyam +4 more
2017· International Journal of Reproductive Medicine7doi:10.1155/2017/9451235

Purpose. To improve success of in vitro fertilization (IVF), assisted reproductive technology (ART) experts addressed four questions. What is optimum oocytes number leading to highest live birth rate (LBR)? Are cohort size and embryo quality correlated? Does gonadotropin type affect oocyte yield? Should “freeze-all” policy be adopted in cycles with progesterone &gt;1.5 ng/mL on day of human chorionic gonadotropin (hCG) administration? Methods. Electronic database search included ten studies on which panel gave opinions for improving current practice in controlled ovarian stimulation for ART. Results. Strong association existed between retrieved oocytes number (RON) and LBRs. RON impacted likelihood of ovarian hyperstimulation syndrome (OHSS). Embryo euploidy decreased with age, not with cohort size. Progesterone &gt; 1.5 ng/dL did not impair cycle outcomes in patients with high cohorts and showed disparate results on day of hCG administration. Conclusions. Ovarian stimulation should be designed to retrieve 10–15 oocytes/treatment. Accurate dosage, gonadotropin type, should be selected as per prediction markers of ovarian response. Gonadotropin-releasing hormone (GnRH) antagonist based protocols are advised to avoid OHSS. Cumulative pregnancy rate was most relevant pregnancy endpoint in ART. Cycles with serum progesterone ≥1.5 ng/dL on day of hCG administration should not adopt “freeze-all” policy. Further research is needed due to lack of data availability on progesterone threshold or index.

Molecular Analysis and Phytochemical Profiling to Explore the Diversity of Garcinia Species Collected from Western Ghats of India
Jayesh Anerao, G. Sharangi, Vikas Jha, Vinal Pardhi +3 more
2021· Acta Botanica Hungarica6doi:10.1556/034.63.2021.1-2.1

Hydroxycitric acid made the genus Garcinia economically important. Genetic and chemical diversity has been studied in Garcinia species using molecular markers, HCA and antioxidant activity. Nine species were collected and screened for molecular diversity and six were subjected to analyse antioxidant and HCA content and its interspecies variability. A total of 129, 125 and 89 bands with polymorphism of 78.74%, 78.4% and 93.36% were obtained using ISSR, RAPD and EST-SSR, respectively. The average PIC value obtained with ISSR, RAPD and EST-SSR markers was 0.9161, 0.9440 and 0.8903, respectively. Determined HCA content by HILIC-HPLC system using 0.1% orthophosphoric acid and acetonitrile (30:70) as mobile phase in fruit powder of various Garcinia species was found to be significantly different. G. gummi-gutta, G. indica and G. xanthochymus are rich of HCA containing 12.44±1.04%, 7.92±0.83% and 6.3±0.286%, respectively. G. morella, G. talbotii and G. celebica contained very negligible amount of HCA, 0.023±0.012%, 0.083±0.034% and 0.34±0.013%, correspondingly. G. talbotii showed high antioxidant capacity (95.40±0.720). Below that G. indica and G. xanthochymus were showing significant amount of total phenols (1.23±0.015 and 1.07±0.008), flavonoids (11.17±0.075 and 12.35±0.219) and antioxidant activity (90.73±0.976 and 91.37±0.854). Correlation analysis found significant association between molecular and chemical variation indicating influence of genetic background on the observed HCA and antioxidant profiles. The conducted analysis showed the most distinct species at the genetic and chemical levels were G. gummi-gutta, G. indica and G. xanthochymus . This study signifies the utility of molecular and chemical fingerprints for commercial exploitation of HCA from Garcinia species.

Artificial intelligence-driven approach for patient-focused drug development
Prathamesh Karmalkar, Harsha Gurulingappa, Erica Spies, Jennifer A. Flynn
2023· Frontiers in Artificial Intelligence6doi:10.3389/frai.2023.1237124

Patients' increasing digital participation provides an opportunity to pursue patient-centric research and drug development by understanding their needs. Social media has proven to be one of the most useful data sources when it comes to understanding a company's potential audience to drive more targeted impact. Navigating through an ocean of information is a tedious task where techniques such as artificial intelligence and text analytics have proven effective in identifying relevant posts for healthcare business questions. Here, we present an enterprise-ready, scalable solution demonstrating the feasibility and utility of social media-based patient experience data for use in research and development through capturing and assessing patient experiences and expectations on disease, treatment options, and unmet needs while creating a playbook for roll-out to other indications and therapeutic areas.

Weakly Supervised Learning for Categorization of Medical Inquiries for Customer Service Effectiveness
Shikha Singhal, Bharat Hegde, Prathamesh Karmalkar, Justna Muhith +1 more
2021· Frontiers in Research Metrics and Analytics6doi:10.3389/frma.2021.683400

With the growing unstructured data in healthcare and pharmaceutical, there has been a drastic adoption of natural language processing for generating actionable insights from text data sources. One of the key areas of our exploration is the Medical Information function within our organization. We receive a significant amount of medical information inquires in the form of unstructured text. An enterprise-level solution must deal with medical information interactions via multiple communication channels which are always nuanced with a variety of keywords and emotions that are unique to the pharmaceutical industry. There is a strong need for an effective solution to leverage the contextual knowledge of the medical information business along with digital tenants of natural language processing (NLP) and machine learning to build an automated and scalable process that generates real-time insights on conversation categories. The traditional supervised learning methods rely on a huge set of manually labeled training data and this dataset is difficult to attain due to high labeling costs. Thus, the solution is incomplete without its ability to self-learn and improve. This necessitates techniques to automatically build relevant training data using a weakly supervised approach from textual inquiries across consumers, healthcare professionals, sales, and service providers. The solution has two fundamental layers of NLP and machine learning. The first layer leverages heuristics and knowledgebase to identify the potential categories and build an annotated training data. The second layer, based on machine learning and deep learning, utilizes the training data generated using the heuristic approach for identifying categories and sub-categories associated with verbatim. Here, we present a novel approach harnessing the power of weakly supervised learning combined with multi-class classification for improved categorization of medical information inquiries.

Evolving multidisciplinary treatment of squamous cell carcinoma of the head and neck in India✰
Anil Kumar Anand, Jai Prakash Agarwal, Anil D′Cruz, Palanki Satya Dattatreya +4 more
2020· Cancer Treatment and Research Communications6doi:10.1016/j.ctarc.2020.100269

In this article, we highlight the evolution of a multimodal approach in the overall management of squamous cell carcinoma of the head and neck (SCCHN) in India; present advances in technology (newer surgical techniques), novel medical and radiotherapy (RT) approaches; review their roles for an integrated approach for treating SCCHN and discuss the current role of immunotherapy in SCCHN. For locally advanced (LA) SCCHN, the multidisciplinary approach includes surgery followed by RT, with or without chemotherapy (CT) or concurrent chemoradiotherapy. Improved surgical techniques of reconstruction and voice-preservation are being implemented. Advanced forms of high-precision conformal techniques like intensity-modulated radiotherapy are used to deliver highly conformal doses to tumors, sparing the surrounding normal tissue. Compared with RT alone, novel CT regimens and targeted therapeutic agents have the potential to improve locoregional control and survival and reduce treatment-induced toxicities. Several clinical trials have demonstrated efficacy, safety, and quality of life benefits of adding cetuximab to RT regimens in LASCCHN. Studies have also suggested a cetuximab-related laryngeal preservation benefit. At progression, platinum-based CT combined with cetuximab (a monoclonal anti-epidermal growth factor receptor antibody) is the only validated option available as the first-line therapy. Thus, an integrated multidisciplinary approach plays a key role in maximizing patient outcomes, reduction in treatment related morbidities that consequently impact quality of life of survivors.