Image 1_Correlation between metformin use and mortality in acute respiratory failure: a retrospective ICU cohort study.tif by Yunlin Yang (10277429)

“…Propensity score matching (PSM) and machine learning algorithms were used for confounder adjustment and feature selection.…”

Image 2_Correlation between metformin use and mortality in acute respiratory failure: a retrospective ICU cohort study.tif by Yunlin Yang (10277429)

“…Propensity score matching (PSM) and machine learning algorithms were used for confounder adjustment and feature selection.…”

Global divergent responses of soil heterotrophic respiration to nitrogen deposition by Peng Guo (13816147)

“…Moreover, these factors significantly interacted with each other, and their relative importance to Δ<i>R</i>_H varied across sample sites. Using machine learning, we predicted the global Δ<i>R</i>_H following a 10% increase in atmospheric N deposition and observed significant heterogeneity (–32.3% to +142%). …”

In-depth understanding of how the model works. by Antoine Grigis (6659024)

“…For reasonable performance we need at least 200 TR.</p>…”

<b>Climate extremes drive global reorganization of</b><b> </b><b>woody and herbaceous plants</b> by chao shi (21243017)

“…By constructing the global distribution maps for 349,000 vascular plant species, we demonstrate that extreme quarterly climate variables—rather than annual averages —primarily determine growth form distributions. …”

Data Tables for The Delta Islands Adaptation Strategy; Development of Regenerative Land Uses in the Sacramento-San Joaquin Delta Through Interdisciplinary Science and Co-Design by Steven Deverel (8627523)

“…</p><p><br></p><p dir="ltr">Based on present-day subsidence rates and GHG emissions, levee failure risk reduction potential, opportunities to enhance or restore ecological habitats, potential for habitat and hydrologic connectivity and adjacency benefits, and suitable areas for paludiculture, rice, regenerative agriculture, and net revenue, Bouldin Island was selected for development of detailed island-wide landscape scenarios during Phase I During Phase II near-term and long-term scenarios were developed on Bouldin Island for subsidence mitigation, greenhouse gas emissions reductions, ecological and ecocultural restoration, water quality and supply benefits, creation of recreation and community, development of opportunities for learning and partnerships.</p><p><br></p><p dir="ltr">Implementation of the near-term scenario would result in subsidence reversal; we estimated an annual total net soil volume change from accretion and avoided subsidence of 439,000 m³ and a reduction of average annual GHG emissions by 75% and net revenue greater than baseline. …”

Table 5_Unraveling metabolic reprogramming in ΔhnoxParacoccus denitrificans: a time-resolved metabolomics and AI-Powered proteome modeling approach.xlsx by Md Shariful Islam (9255063)

“…However, their physiological functions are surprisingly diverse, and most have yet to be thoroughly investigated. Here, we investigate the impact of hnox deletion in Paracoccus denitrificans, a species known for its metabolic versatility and the formation of unusually thin biofilm structures. …”

Table 1_Unraveling metabolic reprogramming in ΔhnoxParacoccus denitrificans: a time-resolved metabolomics and AI-Powered proteome modeling approach.xlsx by Md Shariful Islam (9255063)

“…However, their physiological functions are surprisingly diverse, and most have yet to be thoroughly investigated. Here, we investigate the impact of hnox deletion in Paracoccus denitrificans, a species known for its metabolic versatility and the formation of unusually thin biofilm structures. …”

Table 3_Unraveling metabolic reprogramming in ΔhnoxParacoccus denitrificans: a time-resolved metabolomics and AI-Powered proteome modeling approach.xlsx by Md Shariful Islam (9255063)

“…However, their physiological functions are surprisingly diverse, and most have yet to be thoroughly investigated. Here, we investigate the impact of hnox deletion in Paracoccus denitrificans, a species known for its metabolic versatility and the formation of unusually thin biofilm structures. …”

Table 2_Unraveling metabolic reprogramming in ΔhnoxParacoccus denitrificans: a time-resolved metabolomics and AI-Powered proteome modeling approach.xlsx by Md Shariful Islam (9255063)

“…However, their physiological functions are surprisingly diverse, and most have yet to be thoroughly investigated. Here, we investigate the impact of hnox deletion in Paracoccus denitrificans, a species known for its metabolic versatility and the formation of unusually thin biofilm structures. …”

Table 4_Unraveling metabolic reprogramming in ΔhnoxParacoccus denitrificans: a time-resolved metabolomics and AI-Powered proteome modeling approach.xlsx by Md Shariful Islam (9255063)

“…However, their physiological functions are surprisingly diverse, and most have yet to be thoroughly investigated. Here, we investigate the impact of hnox deletion in Paracoccus denitrificans, a species known for its metabolic versatility and the formation of unusually thin biofilm structures. …”

Data Sheet 1_Unraveling metabolic reprogramming in ΔhnoxParacoccus denitrificans: a time-resolved metabolomics and AI-Powered proteome modeling approach.docx by Md Shariful Islam (9255063)

“…However, their physiological functions are surprisingly diverse, and most have yet to be thoroughly investigated. Here, we investigate the impact of hnox deletion in Paracoccus denitrificans, a species known for its metabolic versatility and the formation of unusually thin biofilm structures. …”

Presentation 1_Deficits in medial prefrontal cortex parvalbumin expression and distraction-dependent memory in rats and mice in the sub-chronic phencyclidine model for schizophreni... by Katie R. Landreth (22518581)

“…These CIAS may partly result from decreased expression of parvalbumin (PV) in medial prefrontal cortex (mPFC) interneurons. …”

Data Sheet 1_Alzheimer’s disease diagnosis using rhythmic power changes and phase differences: a low-density EEG study.docx by Juan Wang (115708)

“…However, the specific alterations in EEG biomarkers associated with AD remain unclear when using a limited number of electrodes.</p>Methods<p>We studied pathological characteristics of AD using low-density EEG data collected from 26 AD and 29 healthy controls (HC) during both eye closed (EC) and eye opened (EO) resting conditions. …”

Table 2_Multi-omics analysis and evidence of IL1R1 as a potential biomarker for diabetes-associated intervertebral disc degeneration.xlsx by Meng Yi (7853249)

“…Functional enrichment linked IL1R1 to inflammation, DNA repair, and immune pathways. Furthermore, we constructed a regulatory network (STAT1/STAT6-IL1R1-miRNAs-lncRNAs) and identified icariin as a potential therapeutic candidate via molecular docking.…”

Data Sheet 2_Multi-omics analysis and evidence of IL1R1 as a potential biomarker for diabetes-associated intervertebral disc degeneration.pdf by Meng Yi (7853249)

“…Functional enrichment linked IL1R1 to inflammation, DNA repair, and immune pathways. Furthermore, we constructed a regulatory network (STAT1/STAT6-IL1R1-miRNAs-lncRNAs) and identified icariin as a potential therapeutic candidate via molecular docking.…”

Data Sheet 1_Multi-omics analysis and evidence of IL1R1 as a potential biomarker for diabetes-associated intervertebral disc degeneration.pdf by Meng Yi (7853249)

“…Functional enrichment linked IL1R1 to inflammation, DNA repair, and immune pathways. Furthermore, we constructed a regulatory network (STAT1/STAT6-IL1R1-miRNAs-lncRNAs) and identified icariin as a potential therapeutic candidate via molecular docking.…”

Supplementary file 1_Assessment of suitability evaluation for Ficus altissima blume ancient trees in different climatic environments in Guangxi, China.docx by Hongliang Gu (21671054)

“…</p>Methods<p>To address this gap, using machine learning and species distribution models, we analyzed their distribution patterns and habitat suitability changes under current and future climate scenarios, incorporating 33 climatic, topographic, and soil-related driving factors.…”

Table 4_Multi-omics analysis and evidence of IL1R1 as a potential biomarker for diabetes-associated intervertebral disc degeneration.xlsx by Meng Yi (7853249)

“…Functional enrichment linked IL1R1 to inflammation, DNA repair, and immune pathways. Furthermore, we constructed a regulatory network (STAT1/STAT6-IL1R1-miRNAs-lncRNAs) and identified icariin as a potential therapeutic candidate via molecular docking.…”

Table 3_Multi-omics analysis and evidence of IL1R1 as a potential biomarker for diabetes-associated intervertebral disc degeneration.xlsx by Meng Yi (7853249)

“…Functional enrichment linked IL1R1 to inflammation, DNA repair, and immune pathways. Furthermore, we constructed a regulatory network (STAT1/STAT6-IL1R1-miRNAs-lncRNAs) and identified icariin as a potential therapeutic candidate via molecular docking.…”