Payables-Turnover Time Series for ALK-Abelló A/S. ALK-Abelló A/S operates as an allergy solutions company in Europe, North America, and internationally. Its product portfolio includes GRAZAX/GRASTEK, RAGWITEK/RAGWIZAX, ACARIZAX/ODACTRA, MITICURE, CEDARCURE, and ITULAZAX/ITULATEK for treatment of allergic rhinitis and allergic asthma. The company offers allergy immunotherapy products in the form of injections, sublingual drops, and tablets for the treatment of various allergies, including house dust mites, grass and tree pollen, ragweed, Japanese cedar, and food. It also provides consumer healthcare solution, which include Digital eco-system, a platform which connect and engages with allergy sufferers in the disease journey through tools and e-commerce offerings that provide support, guidance, and relief, as well as smoothing the path to allergy immunotherapy treatment. In addition, the company offers diagnostic allergy solutions through testing by skin prick test or blood test; and emergency treatment, such as intra-muscular injection of adrenaline for the treatment of acute life-threatening allergic reactions, including anaphylaxis. It has a collaboration with Torii Pharmaceutical Co., Ltd. for the development of GRAZAX, a grass pollen allergy tablet; CEDARCURE, a tablet for the treatment of Japanese cedar pollen induced allergy; and MITICURE for the treatment of house dust mite-induced allergy. ALK-Abelló A/S was founded in 1923 and is headquartered in Horsholm, Denmark.

Interest-Expense Time Series for ALK-Abelló A/S. ALK-Abelló A/S operates as an allergy solutions company in Europe, North America, and internationally. Its product portfolio includes GRAZAX/GRASTEK, RAGWITEK/RAGWIZAX, ACARIZAX/ODACTRA, MITICURE, CEDARCURE, and ITULAZAX/ITULATEK for treatment of allergic rhinitis and allergic asthma. The company offers allergy immunotherapy products in the form of injections, sublingual drops, and tablets for the treatment of various allergies, including house dust mites, grass and tree pollen, ragweed, Japanese cedar, and food. It also provides consumer healthcare solution, which include Digital eco-system, a platform which connect and engages with allergy sufferers in the disease journey through tools and e-commerce offerings that provide support, guidance, and relief, as well as smoothing the path to allergy immunotherapy treatment. In addition, the company offers diagnostic allergy solutions through testing by skin prick test or blood test; and emergency treatment, such as intra-muscular injection of adrenaline for the treatment of acute life-threatening allergic reactions, including anaphylaxis. It has a collaboration with Torii Pharmaceutical Co., Ltd. for the development of GRAZAX, a grass pollen allergy tablet; CEDARCURE, a tablet for the treatment of Japanese cedar pollen induced allergy; and MITICURE for the treatment of house dust mite-induced allergy. ALK-Abelló A/S was founded in 1923 and is headquartered in Horsholm, Denmark.

Financial-Leverage-Ratio Time Series for ALK-Abelló A/S. ALK-Abelló A/S operates as an allergy solutions company in Europe, North America, and internationally. Its product portfolio includes GRAZAX/GRASTEK, RAGWITEK/RAGWIZAX, ACARIZAX/ODACTRA, MITICURE, CEDARCURE, and ITULAZAX/ITULATEK for treatment of allergic rhinitis and allergic asthma. The company offers allergy immunotherapy products in the form of injections, sublingual drops, and tablets for the treatment of various allergies, including house dust mites, grass and tree pollen, ragweed, Japanese cedar, and food. It also provides consumer healthcare solution, which include Digital eco-system, a platform which connect and engages with allergy sufferers in the disease journey through tools and e-commerce offerings that provide support, guidance, and relief, as well as smoothing the path to allergy immunotherapy treatment. In addition, the company offers diagnostic allergy solutions through testing by skin prick test or blood test; and emergency treatment, such as intra-muscular injection of adrenaline for the treatment of acute life-threatening allergic reactions, including anaphylaxis. It has a collaboration with Torii Pharmaceutical Co., Ltd. for the development of GRAZAX, a grass pollen allergy tablet; CEDARCURE, a tablet for the treatment of Japanese cedar pollen induced allergy; and MITICURE for the treatment of house dust mite-induced allergy. ALK-Abelló A/S was founded in 1923 and is headquartered in Hørsholm, Denmark.

Share-of-Periods-With-Dividend-Payments-In-Percent Time Series for ALK-Abelló A/S. ALK-Abelló A/S operates as an allergy solutions company in Europe, North America, and internationally. Its product portfolio includes GRAZAX/GRASTEK, RAGWITEK/RAGWIZAX, ACARIZAX/ODACTRA, MITICURE, CEDARCURE, and ITULAZAX/ITULATEK for treatment of allergic rhinitis and allergic asthma. The company offers allergy immunotherapy products in the form of injections, sublingual drops, and tablets for the treatment of various allergies, including house dust mites, grass and tree pollen, ragweed, Japanese cedar, and food. It also provides consumer healthcare solution, which include Digital eco-system, a platform which connect and engages with allergy sufferers in the disease journey through tools and e-commerce offerings that provide support, guidance, and relief, as well as smoothing the path to allergy immunotherapy treatment. In addition, the company offers diagnostic allergy solutions through testing by skin prick test or blood test; and emergency treatment, such as intra-muscular injection of adrenaline for the treatment of acute life-threatening allergic reactions, including anaphylaxis. It has a collaboration with Torii Pharmaceutical Co., Ltd. for the development of GRAZAX, a grass pollen allergy tablet; CEDARCURE, a tablet for the treatment of Japanese cedar pollen induced allergy; and MITICURE for the treatment of house dust mite-induced allergy. ALK-Abelló A/S was founded in 1923 and is headquartered in Horsholm, Denmark.

The rising prevalence of allergy demands efficient and accurate bioinformatic tools to expedite allergen identification and risk assessment while also reducing wet experiment expenses and time. Recently, pretrained protein language models (pLMs) have successfully predicted protein structure and function. However, to our best knowledge, they have not been used for predicting allergenic proteins/peptides. Therefore, this study aims to develop robust models for allergenic protein/peptide prediction using five pLMs of varying sizes and systematically assess their performance through fine-tuning with a convolutional neural network. The developed pLM4Alg models have achieved state-of-the-art performance with accuracy, Matthews correlation coefficient, and area under the curve scoring 93.4–95.1%, 0.869–0.902, and 0.981–0.990, respectively. Moreover, pLM4Alg is the first model capable of handling prediction tasks involving residue-missed sequences and sequences containing nonstandard amino acid residues. To facilitate easy access, a user-friendly web server (https://f6wxpfd3sh.us-east-1.awsapprunner.com) has been established. pLM4Alg is expected to become the leading machine learning-based prediction model for allergenic peptides and proteins. Its collaboration with other predictors holds great promise for accelerating allergy research.