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1.
Small ; : e2403699, 2024 May 21.
Article in English | MEDLINE | ID: mdl-38773886

ABSTRACT

The surging demand for sustainable energy solutions and adaptable electronic devices has led to the exploration of alternative and advanced power sources. Triboelectric Nanogenerators (TENGs) stand out as a promising technology for efficient energy harvesting, but research on fully flexible and environmental friendly TENGs still remain limited. In this study, an innovative approach is introduced utilizing an ionic-solution modified conductive hydrogel embedded with piezoelectric sodium niobate nanowires-based Triboelectric Nanogenerator (NW-TENG), offering intrinsic advantages to healthcare and wearable devices. The synthesized NW-TENG, with a 12.5 cm2 surface area, achieves peak output performance, producing ≈840 V of voltage and 2.3 µC of charge transfer, respectively. The rectified energy powers up 30 LEDs and a stopwatch; while the NW-TENG efficiently charges capacitors from 1µF to 100 µF, reaching 1 V within 4 to 65 s at 6 Hz. Integration with prototype carbon monoxide (CO) gas sensor transform the device into a self-powered gas sensory technology. This study provides a comprehensive understanding of nanowire effects on TENG performance, offering insights for designing highly flexible and environmentally friendly TENGs, and extending applications to portable self-powered gas sensors and wearable devices.

2.
PLoS Pathog ; 18(12): e1010994, 2022 12.
Article in English | MEDLINE | ID: mdl-36508467

ABSTRACT

The emergence of new variants of SARS-CoV-2 necessitates unremitting efforts to discover novel therapeutic monoclonal antibodies (mAbs). Here, we report an extremely potent mAb named P4A2 that can neutralize all the circulating variants of concern (VOCs) with high efficiency, including the highly transmissible Omicron. The crystal structure of the P4A2 Fab:RBD complex revealed that the residues of the RBD that interact with P4A2 are a part of the ACE2-receptor-binding motif and are not mutated in any of the VOCs. The pan coronavirus pseudotyped neutralization assay confirmed that the P4A2 mAb is specific for SARS-CoV-2 and its VOCs. Passive administration of P4A2 to K18-hACE2 transgenic mice conferred protection, both prophylactically and therapeutically, against challenge with VOCs. Overall, our data shows that, the P4A2 mAb has immense therapeutic potential to neutralize the current circulating VOCs. Due to the overlap between the P4A2 epitope and ACE2 binding site on spike-RBD, P4A2 may also be highly effective against a number of future variants.


Subject(s)
Angiotensin-Converting Enzyme 2 , Antibodies, Neutralizing , COVID-19 , SARS-CoV-2 , Animals , Humans , Mice , Angiotensin-Converting Enzyme 2/chemistry , Antibodies, Monoclonal/therapeutic use , Antibodies, Neutralizing/therapeutic use , Antibodies, Viral/therapeutic use , COVID-19/immunology , COVID-19/therapy , Mice, Transgenic , Neutralization Tests , SARS-CoV-2/genetics , SARS-CoV-2/immunology , Spike Glycoprotein, Coronavirus/genetics
3.
Mikrochim Acta ; 191(4): 196, 2024 Mar 13.
Article in English | MEDLINE | ID: mdl-38478125

ABSTRACT

Detection of volatile organic compounds (VOCs) from the breath is becoming a viable route for the early detection of diseases non-invasively. This paper presents a sensor array of 3 component metal oxides that give maximal cross-sensitivity and can successfully use machine learning methods to identify four distinct VOCs in a mixture. The metal oxide sensor array comprises NiO-Au (ohmic), CuO-Au (Schottky), and ZnO-Au (Schottky) sensors made by the DC reactive sputtering method and having a film thickness of 80-100 nm. The NiO and CuO films have ultrafine particle sizes of < 50 nm and rough surface texture, while ZnO films consist of nanoscale platelets. This array was subjected to various VOC concentrations, including ethanol, acetone, toluene, and chloroform, one by one and in a pair/mix of gases. Thus, the response values show severe interference and departure from commonly observed power law behavior. The dataset obtained from individual gases and their mixtures were analyzed using multiple machine learning algorithms, such as Random Forest (RF), K-Nearest Neighbor (KNN), Decision Tree, Linear Regression, Logistic Regression, Naive Bayes, Linear Discriminant Analysis, Artificial Neural Network, and Support Vector Machine. KNN and RF have shown more than 99% accuracy in classifying different varying chemicals in the gas mixtures. In regression analysis, KNN has delivered the best results with an R2 value of more than 0.99 and LOD of 0.012 ppm, 0.015 ppm, 0.014 ppm, and 0.025 ppm for predicting the concentrations of acetone, toluene, ethanol, and chloroform, respectively, in complex mixtures. Therefore, it is demonstrated that the array utilizing the provided algorithms can classify and predict the concentrations of the four gases simultaneously for disease diagnosis and treatment monitoring.

4.
J Environ Manage ; 351: 119675, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38048709

ABSTRACT

Aerosol Atmospheric Rivers (AARs) are elongated and narrow regions that carry high concentrations of aerosols (tiny particles suspended in the atmosphere) across large distances, exerting effects on both air quality and human health (Chakraborty et al., 2021, 2022). Monitoring and modeling these aerosols present distinct challenges due to their dynamic nature and complex interactions within the atmosphere. In this context, the present study detects and predicts the AARs using MERRA-2 reanalysis datasets with their seasonal climatology of key aerosol species, including Black Carbon (BC), Dust (DU), Organic Carbon (OC), Sea Salt (SS), and Sulphates (SU). The study employs an innovative Integrated Aerosol Transport (IAT) based AAR algorithm from 2015 to 2022. A total count of 44,020 BC AARs, 13,280 DU AARs, 21,599 OC AARs, 17,925 SS AARs, and 31,437 SU AARs were detected globally. The seasonal climatology of BC and OC AARs intensifies in areas such as the Amazon rainforest and Congo during AMJJAS (April-September) due to forest fires. Similarly, DU AARs are more frequent in regions near the Saharan desert, primarily around the equator during AMJJAS. SS AARs tend to predominate over the oceans, while SU AARs are predominantly found in the northern hemisphere, primarily due to higher anthropogenic emissions. Furthermore, convolutional autoencoder-based models were developed for key aerosol species, strengthening predictive accuracy by effectively capturing complex data relationships and delivering precise predictions for the last 5-time frames. During validation, the model evaluation parameters for image prediction such as the Structural Similarity Index ranged from 0.86 to 0.94, Peak Signal-to-Noise Ratio fluctuated between 1.14 and 42.25 dB, Root Mean Square Error varied from 2.39 to 296.4 mg/(m-sec), and Mean Square Error fell within the range of 1.55-17.22 mg/(m-sec). These collectively reflect image closeness, quality, dissimilarity, and accuracy in AAR prediction. This study demonstrates the effectiveness of advanced machine and deep learning models in predicting AARs, offering the potential for advanced forecasting and enhancing resilience in high-aerosol concentration regions.


Subject(s)
Air Pollutants , Air Pollution , Aerosols/analysis , Air Pollutants/analysis , Air Pollution/analysis , Carbon/analysis , Dust/analysis , Environmental Monitoring/methods , Seasons , Soot
5.
Bioconjug Chem ; 33(12): 2370-2380, 2022 12 21.
Article in English | MEDLINE | ID: mdl-36383773

ABSTRACT

The complex social ecosystem regulates the spectrum of human behavior. However, it becomes relatively easier to understand if we disintegrate the contributing factors, such as locality and interacting partners. Interestingly, it draws remarkable similarity with the behavior of a residue placed in a social setup of functional groups in a protein. Can it inspire principles for creating a unique environment for the precision engineering of proteins? We demonstrate that localization-regulated interacting partner(s) could render precise and traceless single-site modification of structurally diverse native proteins. The method targets a combination of high-frequency Lys residues through an array of reversible and irreversible reactions. However, excellent simultaneous control over chemoselectivity, site selectivity, and modularity ensures that the user-friendly protocol renders acyl group installation, including post-translational modifications (PTMs), on a single Lys. Besides, it offers a chemically orthogonal handle for the installation of probes. Also, a purification protocol integration delivers analytically pure single-site tagged protein bioconjugates. The precise labeling of a surface Lys residue ensures that the structure and enzymatic activities remain conserved post-bioconjugation. For example, the precise modification of insulin does not affect its uptake and downstream signaling pathway. Further, the method enables the synthesis of homogeneous antibody-fluorophore and antibody-drug conjugates (AFC and ADC; K183 and K249 labeling). The trastuzumab-rhodamine B conjugate displays excellent serum stability along with antigen-specific cellular imaging. Further, the trastuzumab-emtansine conjugate offers highly specific antiproliferative activity toward HER-2 positive SKBR-3 breast cancer cells. This work validates that disintegrate theory can create a comprehensive platform to enrich the chemical toolbox to meet the technological demands at the chemistry, biology, and medicine interface.


Subject(s)
Ecosystem , Lysine , Humans , Lysine/chemistry , Proteins/chemistry , Trastuzumab/chemistry , Catalysis
6.
Perspect Biol Med ; 65(3): 469-483, 2022.
Article in English | MEDLINE | ID: mdl-36093778

ABSTRACT

While shared decision-making (SDM) is generally considered to be the standard in current clinical practice, strict application of SDM can result in adverse outcomes in certain contexts. This article examines two illustrative cases-antibiotic over-prescription and decision-making at or near the end of life-to highlight how strictly applied SDM can result in suboptimal outcomes. The article continues to describe how strategies from libertarian paternalism, particularly default setting, framing, and nudging, can be valuable tools in supplementing strict applications of SDM, resulting in improved outcomes and patient care on both individual and societal levels.


Subject(s)
Economics, Behavioral , Patient Participation , Decision Making , Humans , Paternalism
7.
Antonie Van Leeuwenhoek ; 113(12): 2063-2076, 2020 Dec.
Article in English | MEDLINE | ID: mdl-33125625

ABSTRACT

In the study, Aeromonas strains (n = 12) were isolated from moribund grass carp fry reared in the cage culture unit from the Central Himalayan region of India. They were identified as Aeromonas veronii, by biochemically and 16S rRNA analysis. The experimental bath infection of grass carp fry was performed using A. veronii GCAFBLC 228, one of the 12 isolates at cell concentrations 106 and 108 CFU mL-1. The infected fry showed varied behavioural characteristics followed by tail rot, black pigmentation and hemorrhage in the body 48-96 h post infection. The post bath challenged demonstrated maximum mortality (23%) at cell concentration 108 CFU mL-1 during 10th and 12th day. Histopathology revealed hypertrophy, hyperplasia, fusion of gill lamellae, detachment and epithelial cell detachment in gill, swelling of hepatocytes, granular deposition in liver and tubular degeneration and yellow pigmented macrophage aggregates in the kidney. The in vitro assays for virulence traits recorded that A. veronii GCAFBLC 228 was ß-haemolytic having strong cell surface hydrophobicity (CHS) characteristic (> 50%), precipitated after boiling, produced slime, non-suicidal and bound to crystal violet. The antibiogram showed that the strain was susceptible to ciprofloxacin (5 µg), cefotaxime (30 µg), ceftazidime (30 µg), cefoxitin (30 µg), ceftriaxone (30 µg), chloramphenicol (30 µg) and tetracycline (30 µg). Negative staining transmission electron microscopy revealed presence of the lateral flagellum-like structure and cell adherence possibly could be correlated with the pathogenicity of A. veronii GCAFBLC 228. The further investigation is warranted to study the transmission, pathogenesis and epidemiology of A. veronii GCAFBLC 228 to develop the best health management practice for cage farmed fish.


Subject(s)
Aeromonas , Carps , Fish Diseases , Gram-Negative Bacterial Infections , Aeromonas/genetics , Aeromonas veronii/genetics , Animals , Gram-Negative Bacterial Infections/veterinary , RNA, Ribosomal, 16S/genetics , Virulence
8.
Cancer Cell Int ; 17: 116, 2017.
Article in English | MEDLINE | ID: mdl-29213217

ABSTRACT

BACKGROUND: Herein, for the first time, we report aberrant expression of membrane-associated RING-CH8 (MARCH8) in human esophageal squamous cell carcinoma. MARCH8 is a member of the recently discovered MARCH family of really interesting new genes (RING) E3 ligases. Though initial studies primarily focused on its immunomodulatory role, the newly discovered targets of this E3 ligase point towards its possible role in other biological processes such as embryogenesis and inhibition of apoptosis. However, its relevance in cancers is yet to be elucidated. METHODS: We carried out quantitative real time PCR and immunohistochemistry to examine the levels of MARCH8 mRNA and protein in esophageal squamous cell carcinoma tissues. The role of MARCH8 in esophageal cancer cells was evaluated by cell proliferation, clonogenic and migration/invasion assays and flow cytometry with MARCH8 gene knockdown. RESULTS: Significantly increased expression of MARCH8 mRNA was found in esophageal squamous cell carcinoma as compared to distant matched non-malignant tissues (p = 0.024, AUC = 0.654). Immunohistochemical analysis revealed overexpression of MARCH8 protein in 86% of esophageal squamous cell carcinoma tissues (p < 0.001, AUC = 0.908). Interestingly, intense nuclear staining of MARCH8 protein was detected in cancer cells in addition to its cytoplasmic expression. Knockdown of MARCH8 resulted in decreased proliferation, migration, invasion and clonogenic potential of esophageal cancer cells. In addition to this, silencing of MARCH8 induced apoptosis in esophageal cancer cells which was measured by cell cycle distribution assay which showed increase in sub G0 and G2/M populations (cell death) and decrease in S-phase population. To further check the type of apoptosis induced by MARCH8 silencing, annexin assay was performed which showed significant increase in the number of cells in early apoptotic phase. CONCLUSIONS: Overall, increased expression of MARCH8 gene in preneoplastic and neoplastic esophageal tissues and its knockdown effect on cancer cell properties demonstrated herein points towards the potential role of this protein in esophageal tumorigenesis.

9.
Int J Clin Oncol ; 20(4): 736-44, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25348194

ABSTRACT

BACKGROUND: Present-day diagnostic modalities for detecting periampullary carcinoma are suboptimal, and currently used proven markers lack specificity and sensitivity. METHODS: In order to assess the diagnostic potential of sperm protein 17, a cancer testis antigen, quantitative real-time PCR was performed to evaluate the expression of sperm protein 17 in tissue and sera specimens collected from periampullary carcinoma patients and normal subjects. Additionally, circulating levels of anti-sperm protein 17 antibodies were determined in sera of periampullary carcinoma patients and normal subjects using ELISA. RESULTS: Aberrant expression of sperm protein 17 was found in 14/15 (93 %) periampullary cancer tissues when compared with distant matched nonmalignant tissues (P = 0.006, Mann-Whitney U test). None of the distant matched nonmalignant tissues showed increased expression of sperm protein 17 mRNA. Area under the curve, sensitivity, and specificity were 0.791, 87, and 73 %, respectively. Increased levels of sperm protein 17 mRNA were demonstrated in sera of periampullary carcinoma patients (P = 0.020, Student's t test). Circulating levels of anti-sperm protein 17 antibody were found to be significantly elevated in 27/30 (90 %) periampullary carcinoma patients (P < 0.001, Student's t test). Area under the curve, sensitivity, and specificity were 0.954, 86.7, and 96.3 %, respectively. Only two of the normal subjects (7 %) showed elevated levels of anti-sperm protein 17 antibody. CONCLUSION: For the first time, our findings suggest that high levels of sperm protein 17 mRNA as well as increased circulating anti-sperm protein 17 antibodies can be used to distinguish periampullary cancer patients from healthy individuals, highlighting the diagnostic potential of sperm protein 17.


Subject(s)
Ampulla of Vater , Antigens, Surface/biosynthesis , Biomarkers, Tumor/biosynthesis , Carrier Proteins/biosynthesis , Common Bile Duct Neoplasms/metabolism , Antigens, Neoplasm/blood , Autoantibodies/blood , Calmodulin-Binding Proteins , Common Bile Duct/chemistry , Common Bile Duct/immunology , Common Bile Duct Neoplasms/blood , Common Bile Duct Neoplasms/immunology , Humans , Male , Membrane Proteins , RNA, Messenger
10.
Article in English | MEDLINE | ID: mdl-39136917

ABSTRACT

This study focuses on understanding how aerosols are transported over long distances, especially during extreme events. Leveraging the integrated vapour transport (IVT) based atmospheric river (AR) algorithm to integrated aerosol transport (IAT) to detect the aerosol atmospheric rivers (AARs) for key aerosol species such as black carbon (BC), organic carbon (OC), dust (DU), sea salt (SS), and sulphate (SU). The present study also assesses the occurrence, intensity, and societal impacts of AARs globally during 2015-2022 on a spatiotemporal resolution of 1.5° × 1.5° and 6 h, respectively. The detection algorithm found a total number of 128,261 AARs found globally for key aerosol species. However, the availability of BC, OC, and SU AARs is most common and intense in densely populated areas like the Indus-Brahmaputra-Ganga (IBG) plains (~ 15-20 AAR days/year), Eastern China (~ 25-40 AAR days/year), and Japan (~ 20-30 AAR days/year), where human activities including agriculture burning contribute to their formation. DU AARs, on the other hand, are more prevalent in Northern Africa (~ 15 AAR days/year), the Gulf (~ 5-10 AAR days/year), the USA, and the Amazon rainforests. SS AARs share similar characteristics with atmospheric rivers and are more intense in higher latitudes and over the oceans (~ 30-40 AAR days/year). The study also validates its findings by analysing recent extreme events involving BC and DU worldwide. The potential applications of specific AARs could assist us in identifying the causes of snow darkening, reducing snow cover area, and accelerating melting rate. Moreover, AARs could aid in quantifying the health risks associated with severe air pollution.

11.
ACS Appl Mater Interfaces ; 16(31): 40914-40926, 2024 Aug 07.
Article in English | MEDLINE | ID: mdl-39049176

ABSTRACT

Nanoplastics (NPs) generated from plastic debris weathering pose a significant threat to ecosystems. The ubiquity of plastics driven by their advantageous physical properties, necessitates the development of efficient degradation and removal methods. Polystyrene (PS), a common and hazardous aquatic NP is a long-chain hydrocarbon with alternating phenyl groups. This study investigates the photooxidative degradation of PS NPs under UV light irradiation using synthesized MoO3 nanoflakes, nanobelts, and MoO3/SWCNT nanocomposites. Raman spectroscopy, X-ray diffraction, atomic force microscopy, high-resolution transmission electron microscopy, energy dispersive X-ray, Brunauer-Emmett-Teller, and UV-vis spectroscopy were employed to characterize the photocatalyst. Field emission scanning electron microscopy was used to visualize morphological changes in the spherical PS NPs upon interaction with the photocatalysts. MoO3 nanoflakes acting as a photocatalyst under UV irradiation for 24 h achieved an impressive degradation efficiency exceeding 19%. This treatment significantly reduced the average diameter of PS NPs from 220 to 178 nm. Notably, even higher degradation efficiencies were observed with MoO3 nanobelts and nanocomposites as a complete change in the spherical morphology of PS NPs is observed. Fourier transform infrared spectroscopy elucidated the chemical transformations of PS during degradation. The observed changes in PS NPs structure due to photocatalytic oxidation at different time intervals indicate a promising approach.

12.
J Phys Chem B ; 128(14): 3521-3526, 2024 Apr 11.
Article in English | MEDLINE | ID: mdl-38547519

ABSTRACT

Photophysics of a blue light-emitting fluorescent random copolymer, consisting of arylated polydioctylfluorene (aryl-F8), polydioctylfluorene (F8), and amine comonomers in a ratio of 80:15:5 is reported. In a solution of 10-6 M, solvatochromism in absorption and photoluminescence (PL) is observed with an increased lifetime of PL as the polarity of the solvent increases. Dual fluorescence is observed in the 10-9 M diluted solution, comprising a structured emission from a localized state in the aryl-F8 comonomer and a broad emission peak from the charge-transfer (CT) state at a lower energy. Emission wavelength-dependent time-resolved photoluminescence studies in different polar media confirm the presence of the emissive intrachain CT state in this copolymer. Analyzing the PL decay kinetics, we calculated the formation rate of the intrachain CT state to be ∼3.0 × 109 s-1. Repopulation of the localized state from the CT state is observed in the lower polarity medium with a rate of 7 × 108 s-1, which is almost absent for the large Stokes-shifted CT emission in the higher polarity medium. Along with the fundamental understanding of the photophysics of the random copolymer, this study suggests that the emission spectrum can be tailored by the concentration of polymer and the polarity of surrounding media.

13.
Vet Res Commun ; 48(3): 1573-1593, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38409399

ABSTRACT

The safety and effectiveness of oxytetracycline can potentially manage bacterial infections in fish. This, in turn, might reduce the concerns related to its use in aquaculture and human consumption, such as toxicity, antimicrobial resistance, and other associated risks. The primary objective of this study was to assess how adding oxytetracycline dihydrate to the diet affects its effectiveness, safety, and the presence of residues in T. putitora. T. putitora fingerlings, subjected to experimental infection with Aeromonas hydrophila at a concentration of 108 CFU mL- 1, received an oral administration of oxytetracycline dihydrate. The oxytetracycline dihydrate was added to the feed (corresponding to 2% of the fish body weight) at concentrations of 44.1, 88.2, 132.3 and 176.4 mg Kg- 1 fish body weight per day. This treatment was carried out for 10 consecutive days. The biochemical and physiological responses of T. putitora and efficacy of oxytetracycline dihydrate were determined through estimation of microbial load (CFU mL- 1), haematogram, serum biomarkers, behavioral characteristics, non-specific immunity and residue depletion. Experimentally infected fish showed disease progression and induced histopathological conditions with highest microbial load (CFU mL- 1) in the muscle of both control and treated fish. The fish haematogram showed increased leucocyte and haemoglobin content, influenced by dietary oxytetracycline dihydrate. The fish demonstrated adaptive physiological response to oxytetracycline dihydrate at 44.1 to 88.2 mg and resulted in increased albumin and globulin content. The serum-enzyme assay showed significant increase in aspartate aminotransferase (AST), alanine aminotransferase (ALT) and plasma alkaline phosphatase (ALP) activities in the test fish (< 0.05). Oxytetracycline dihydrate at 88.2 to 132.3 mg Kg- 1 fish body weight per day recorded higher feed intake (75%), significant survivability (66-68%) and histopathological recovery. The suppressed immune response was manifested with decreased respiratory burst and lysozyme activity. The palatability, treatment of bacterial infection, histopathological changes and survivability by fingerlings of golden mahseer determined the safety and optimized the therapeutic potential of the oxytetracycline dihydrate at 88.2 mg Kg- 1 fish body weight per day for 10 days to contain the infection by A. hydrophila. A withdrawal period of 8-d was recommended as oxytetracycline dihydrate concentration depleted below the legal maximum residue limit (MRL 2.0 mg g- 1) in the edible muscle of the golden mahseer reared at an average water temperature of 20 °C. This is considered safe for human consumption.


Subject(s)
Animal Feed , Anti-Bacterial Agents , Cyprinidae , Dietary Supplements , Fish Diseases , Oxytetracycline , Animals , Oxytetracycline/pharmacology , Oxytetracycline/administration & dosage , Animal Feed/analysis , Fish Diseases/drug therapy , Fish Diseases/microbiology , Dietary Supplements/analysis , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/administration & dosage , Cyprinidae/physiology , Diet/veterinary , Drug Residues/analysis , Aeromonas hydrophila/drug effects , Aeromonas hydrophila/physiology , Dose-Response Relationship, Drug , Gram-Negative Bacterial Infections/veterinary , Gram-Negative Bacterial Infections/drug therapy
14.
Adv Sci (Weinh) ; 11(29): e2400752, 2024 Aug.
Article in English | MEDLINE | ID: mdl-38774949

ABSTRACT

Organic-hybrid particle-based materials are increasingly important in (opto)electronics, sensing, and catalysis due to their printability and stretchability as well as their potential for unique synergistic functional effects. However, these functional properties are often limited due to poor electronic coupling between the organic shell and the nanoparticle. N-heterocyclic carbenes (NHCs) belong to the most promising anchors to achieve electronic delocalization across the interface, as they form robust and highly conductive bonds with metals and offer a plethora of functionalization possibilities. Despite the outstanding potential of the conductive NHC-metal bond, synthetic challenges have so far limited its application to the improvement of colloidal stabilities, disregarding the potential of the conductive anchor. Here, NHC anchors are used to modify redox-active gold nanoparticles (AuNPs) with conjugated triphenylamines (TPA). The resulting AuNPs exhibit excellent thermal and redox stability benefiting from the robust NHC-gold bond. As electrochromic materials, the hybrid materials show pronounced color changes from red to dark green, a highly stable cycling stability (1000 cycles), and a fast response speed (5.6 s/2.1 s). Furthermore, TPA-NHC@AuNP exhibits an ionization potential of 5.3 eV and a distinct out-of-plane conductivity, making them a promising candidate for application as hole transport layers in optoelectronic devices.

15.
Diagnostics (Basel) ; 14(13)2024 Jul 05.
Article in English | MEDLINE | ID: mdl-39001331

ABSTRACT

Artificial Intelligence (AI)-based image analysis has immense potential to support diagnostic histopathology, including cancer diagnostics. However, developing supervised AI methods requires large-scale annotated datasets. A potentially powerful solution is to augment training data with synthetic data. Latent diffusion models, which can generate high-quality, diverse synthetic images, are promising. However, the most common implementations rely on detailed textual descriptions, which are not generally available in this domain. This work proposes a method that constructs structured textual prompts from automatically extracted image features. We experiment with the PCam dataset, composed of tissue patches only loosely annotated as healthy or cancerous. We show that including image-derived features in the prompt, as opposed to only healthy and cancerous labels, improves the Fréchet Inception Distance (FID) by 88.6. We also show that pathologists find it challenging to detect synthetic images, with a median sensitivity/specificity of 0.55/0.55. Finally, we show that synthetic data effectively train AI models.

16.
IEEE Trans Nanobioscience ; 22(3): 647-654, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37018257

ABSTRACT

This work presents a single-core bowl-shaped bottom-side polished (BSP) photonic crystal fiber (PCF) sensor based on surface plasmon resonance (SPR) concept for the early detection of hazardous cancer cells in human blood, skin, cervical, breast, and adrenal glands. We have studied liquid samples of cancer-affected and healthy samples with their concentrations/refractive indices in the sensing medium. To induce a plasmonic effect in the PCF sensor, the bottom flat section of a silica PCF fiber is coated with a 40nm plasmonic material, such as gold. To strengthen this effect, a thin TiO2 layer of 5 nm is sandwiched between fiber and gold as it strongly holds gold nanoparticles with smooth fiber surface. When the cancer-affected sample is introduced to the sensor's sensing medium, it produces a different absorption peak in the form of a resonance wavelength than the healthy sample. This reallocation of the absorption peak is used to determine sensitivity. Hence, the obtained sensitivities for blood cancer, cervical cancer, adrenal gland cancer, skin cancer, and breast cancer (type-1and type-2) cells are 22,857nm/RIU, 20000nm/RIU, 20714nm/RIU, 20000nm/RIU, 21428nm/RIU, and 25000nm/RIU, respectively, with highest detection limit 0.024. These strong findings indicate that our proposed cancer sensor PCF is a viable choice for early cancer cell detection.


Subject(s)
Metal Nanoparticles , Uterine Cervical Neoplasms , Humans , Female , Gold , Early Detection of Cancer , Uterine Cervical Neoplasms/diagnosis , Surface Plasmon Resonance
17.
Sci Rep ; 13(1): 14786, 2023 Sep 07.
Article in English | MEDLINE | ID: mdl-37679392

ABSTRACT

Indian cities have frequently observed intense and severe heat waves for the last few years. It will be primarily due to a significant increase in the variation in heat wave characteristics like duration, frequency, and intensity across the urban regions of India. This study will determine the impact of future climate scenarios like SSP 245 and 585 over the heat wave characteristics. It will present the comparison between heat waves characteristics in the historical time (1981 to 2020) with future projections, i.e., D1 (2021-2046), D2 (2047-2072), and D3 (2073-2098) for different climate scenarios across Indian smart cities. It is observed that the Coastal, Interior Peninsular, and North-Central regions will observe intense and frequent heat waves in the future under SSP 245 and 585 scenarios. A nearly two-fold increase in heat wave' mean duration will be observed in the smart cities of the Interior Peninsular, Coastal, and North Central zones. Thiruvananthapuram city on the west coast has the maximum hazard associated with heat waves among all the smart cities of India under both SSPs. This study assists smart city policymakers in improving the planning and implementation of heat wave adaptation and mitigation plans based on the proposed framework for heat action plans and heat wave characteristics for improving urban health well-being under hot weather extremes in different homogeneous temperature zones.

18.
Sci Rep ; 13(1): 12524, 2023 Aug 02.
Article in English | MEDLINE | ID: mdl-37532763

ABSTRACT

Climate change significantly impacts the global hydrological cycle, leading to pronounced shifts in hydroclimatic extremes such as increased duration, occurrence, and intensity. Despite these significant changes, our understanding of hydroclimatic risks and hydrological resilience remains limited, particularly at the catchment scale in peninsular India. This study aims to address this gap by examining hydroclimatic extremes and resilience in 54 peninsular catchments from 1988 to 2011. We initially assess extreme precipitation and discharge indices and estimate design return levels using non-stationary Generalized Extreme Value (GEV) models that use global climate modes (ENSO, IOD, and AMO) as covariates. Further, hydrological resilience is evaluated using a convex model that inputs simulated discharge from the best hydrological model among SVM, RVM, random forest, and a conceptual model (abcd). Our analysis shows that the spatial patterns of mean extreme precipitation indices (R1 and R5) mostly resemble with extreme discharge indices (Q1 and Q5). Additionally, all extreme indices, including R1, Q1, R5, and Q5, demonstrate non-stationary behavior, indicating the substantial influence of global climate modes on extreme precipitation and flooding across the catchments. Our results indicate that the random forest model outperforms the others. Furthermore, we find that 68.52% of the catchments exhibit low to moderate hydrological resilience. Our findings emphasize the importance of understanding hydroclimatic risks and catchment resilience for accurate climate change impact predictions and effective adaptation strategies.

19.
Radiol Case Rep ; 18(9): 3295-3298, 2023 Sep.
Article in English | MEDLINE | ID: mdl-37497464

ABSTRACT

Swyer syndrome-a rare syndrome associated with complete gonadal dysgenesis-is seen in phenotypically female patients with 46-XY karyotype. They usually present with primary amenorrhea or delayed puberty. The dysgenetic gonad, which is nonfunctional, is prone to undergo malignant transformation such as dysgerminoma, gonadoblastoma, etc. Timely diagnosis helps in deciding appropriate management strategies for the patient such as hormone replacement therapy and gonadectomy. Thirty-year-old patient with a female external phenotype presented to us with complaints of primary amenorrhea. There was no similar family history of infertility, amenorrhea, abnormal external genitalia development, or cryptorchidism. On physical examination, the breast development of the patient was within normal limits for her age (Tanner stage 5), however; the axillary and pubic hair were underdeveloped (Tanner stage 2). Pelvic and inguinal ultrasound of the patient showed a hypoplastic uterus along with a cystic structure in left pelvis with no evidence of any testes like structure in inguinal region, pelvis, or abdomen. The patient was further evaluated with MRI of pelvis which confirmed the ultrasound findings of a hypoplastic uterus along with a dysplastic cystic left gonad with no evidence of any ovary or ovary-like structure/testes/testes-like structure in abdomen. Possibility of complete gonadal dysgenesis was given which was further confirmed by the hormonal assay that showed hypergonadotropic-hypogonadism with raised serum follicular stimulating hormone (FSH) and serum luteinizing hormone (LH) levels and a low estradiol, low testosterone, and low anti-Mullerian hormone (AMH) levels. Serum prolactin (PRL), serum thyroid stimulating hormone (TSH), and serum beta human chorionic gonadotropin (beta hCG) levels were within normal range. The cytogenetic report of the patient showed a 46-XY karyotype confirming our diagnosis. The patient was advised to undergo prophylactic gonadectomy for the left gonad. Swyer syndrome is a rare disorder of sexual development which needs vigorous clinical, laboratory, and radiological evaluation. Ultrasound is the primary investigation of choice whereas MRI is used as a problem-solving tool in localizing the streak gonads. Early diagnosis is crucial in these patients since prophylactic gonadectomy reduces the risk of developing germ cell tumor.

20.
Front Oncol ; 13: 1155254, 2023.
Article in English | MEDLINE | ID: mdl-37397377

ABSTRACT

With a high mortality rate that accounts for millions of cancer-related deaths each year, breast cancer is the second most common malignancy in women. Chemotherapy has significant potential in the prevention and spreading of breast cancer; however, drug resistance often hinders therapy in breast cancer patients. The identification and the use of novel molecular biomarkers, which can predict response to chemotherapy, might lead to tailoring breast cancer treatment. In this context, accumulating research has reported microRNAs (miRNAs) as potential biomarkers for early cancer detection, and are conducive to designing a more specific treatment plan by helping analyze drug resistance and sensitivity in breast cancer treatment. In this review, miRNAs are discussed in two alternative ways-as tumor suppressors to be used in miRNA replacement therapy to reduce oncogenesis and as oncomirs to lessen the translation of the target miRNA. Different miRNAs like miR-638, miR-17, miR-20b, miR-342, miR-484, miR-21, miR-24, miR-27, miR-23 and miR-200 are involved in the regulation of chemoresistance through diverse genetic targets. For instance, tumor-suppressing miRNAs like miR-342, miR-16, miR-214, and miR-128 and tumor-promoting miRNAs like miR101 and miR-106-25 cluster regulate the cell cycle, apoptosis, epithelial to mesenchymal transition and other pathways to impart breast cancer drug resistance. Hence, in this review, we have discussed the significance of miRNA biomarkers that could assist in providing novel therapeutic targets to overcome potential chemotherapy resistance to systemic therapy and further facilitate the design of tailored therapy for enhanced efficacy against breast cancer.

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