PeerJ
type: channel
link: https://peerj.com/articles/
description: Articles published in PeerJ
publisher: PeerJ Inc.
publication name: PeerJ
issn: 2167-8359
items: Association between non-alcoholic fatty liver disease and arterial stiffness measured by brachial-ankle pulse wave velocity: a cross-sectional population study
items: Stochastic processes dominate the community assembly of ectomycorrhizal fungi associated with Betula platyphylla in Inner Mongolia, China
items: Adult picky eating and associations with childhood picky eating, maternal feeding, aversive sensory responsiveness, disgust and obsessive-compulsive symptoms
items: Genetic variability and trait associations for physiological and agronomic characteristics in bread wheat genotypes under drought stress and well-watered conditions
items: Effect of whole-body vibration training on bone mineral density in older adults: a systematic review and meta-analysis
items: HD-6mAPred: a hybrid deep learning approach for accurate prediction of N6-methyladenine sites in plant species
items: Expected mortality risk for coho salmon landed in recreational troll fisheries using 1/0 and 6/0 hooks in the marine waters of Washington state
items: Emodin, a rising star in the treatment of glycolipid metabolism disorders: a preclinical systematic review and meta-analysis
items: Construction and validation of a prognostic model for colorectal cancer based on migrasome-related long non-coding RNAs
items: Impact of forest fragmentation on river water quality: an example from a typical subtropical hilly basin

Association between non-alcoholic fatty liver disease and arterial stiffness measured by brachial-ankle pulse wave velocity: a cross-sectional population study
type: item
type: AcademicArticle
description: Background Non-alcoholic fatty liver disease (NAFLD) is strongly linked with metabolic syndrome and atherosclerotic cardiovascular diseases (ASCVDs). This study aimed to assess the feasibility of using brachial-ankle pulse wave velocity (baPWV), a non-invasive technique, to monitor atherosclerosis (AS) in NAFLD patients and to evaluate the AS risk in various sub-populations of NAFLD patients. Materials and methods A cross-sectional study was conducted with 4,844 participants, enrolled from January 1, 2019, to December 31, 2021, at the Physical Examination Center of Zhongnan Hospital of Wuhan University. Participants were aged 18 to 88 years. According to the main points of the ultrasonic diagnosis of NAFLD, the ultrasonic image report was made for the subjects. AS is defined as baPWV ≥ 1,400 cm/s. We used multiple logistic regression analysis to explore the relationship between NAFLD and AS, and multiple linear regression analysis to explore the correlation between NAFLD and baPWV by modeling. Subgroup analysis was performed based on age and gender to adjust for confounding bias and complete sensitivity analysis. Results The prevalence of NAFLD was 38.3% in all participants, with 45.4% in men and 25.1% in women. Among the overall NAFLD population and male NAFLD patients, baPWV exceeded the diagnostic threshold for AS (1,419.70 ± 205.51, 1,429.71 ± 196.13) starting from the 45–55 age group. Through the analysis of the age-baPWV scatter plots and fitted lines, along with sensitivity analysis, it is recommended that male patients should start monitoring at 46 years old for AS using baPWV, while female patients should begin at 51 years old. NAFLD was associated with increased odds of AS (OR: 1.206, 95% CI [1.021–1.423], P = 0.027) after adjusting for confounders. NAFLD was independently positively correlated with baPWV (Model 2: β = 0.086, ΔR2 = 0.006, P < 0.001; Model 3: β = 0.05, P < 0.001). This positive correlation was also observed in both males and females (male: …
format: application/pdf
format: text/html
creator: Yujie Wang
creator: Zhicheng Fang
creator: Qiuyue Fu
creator: Dongai Yao
creator: Xiaoqing Jin
subject: Cardiology
subject: Gastroenterology and Hepatology
subject: Metabolic Sciences
description: doi:10.7717/peerj.19405
publisher: PeerJ Inc.
rights: © 2025 Wang et al.
abstract: Background Non-alcoholic fatty liver disease (NAFLD) is strongly linked with metabolic syndrome and atherosclerotic cardiovascular diseases (ASCVDs). This study aimed to assess the feasibility of using brachial-ankle pulse wave velocity (baPWV), a non-invasive technique, to monitor atherosclerosis (AS) in NAFLD patients and to evaluate the AS risk in various sub-populations of NAFLD patients. Materials and methods A cross-sectional study was conducted with 4,844 participants, enrolled from January 1, 2019, to December 31, 2021, at the Physical Examination Center of Zhongnan Hospital of Wuhan University. Participants were aged 18 to 88 years. According to the main points of the ultrasonic diagnosis of NAFLD, the ultrasonic image report was made for the subjects. AS is defined as baPWV ≥ 1,400 cm/s. We used multiple logistic regression analysis to explore the relationship between NAFLD and AS, and multiple linear regression analysis to explore the correlation between NAFLD and baPWV by modeling. Subgroup analysis was performed based on age and gender to adjust for confounding bias and complete sensitivity analysis. Results The prevalence of NAFLD was 38.3% in all participants, with 45.4% in men and 25.1% in women. Among the overall NAFLD population and male NAFLD patients, baPWV exceeded the diagnostic threshold for AS (1,419.70 ± 205.51, 1,429.71 ± 196.13) starting from the 45–55 age group. Through the analysis of the age-baPWV scatter plots and fitted lines, along with sensitivity analysis, it is recommended that male patients should start monitoring at 46 years old for AS using baPWV, while female patients should begin at 51 years old. NAFLD was associated with increased odds of AS (OR: 1.206, 95% CI [1.021–1.423], P = 0.027) after adjusting for confounders. NAFLD was independently positively correlated with baPWV (Model 2: β = 0.086, ΔR2 = 0.006, P < 0.001; Model 3: β = 0.05, P < 0.001). This positive correlation was also observed in both males and females (male: …
bibliographic citation: Wang et al. (2025) Association between non-alcoholic fatty liver disease and arterial stiffness measured by brachial-ankle pulse wave velocity: a cross-sectional population study. PeerJ 13:e19405 https://doi.org/10.7717/peerj.19405
date submitted: 2024-07-19
date accepted: 2025-04-10
issued: 2025-05-19
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Wang
  given name: Yujie
author list: Agent
  family name: Fang
  given name: Zhicheng
author list: Agent
  family name: Fu
  given name: Qiuyue
author list: Agent
  family name: Yao
  given name: Dongai
author list: Agent
  family name: Jin
  given name: Xiaoqing
doi: 10.7717/peerj.19405
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-19
copyright: ©2025 Wang et al.
attribution name: Wang et al.

Stochastic processes dominate the community assembly of ectomycorrhizal fungi associated with Betula platyphylla in Inner Mongolia, China
type: item
type: AcademicArticle
description: The maintenance and driving mechanisms of microbial community structure have become important research focuses in microbial ecology. Therefore, clarifying the assembly of ectomycorrhizal (EM) fungal communities can provide a relevant basis for studying forest diversity, ecological diversity, and ecological evolution. Betula platyphylla is a typical EM dependent tree species with characteristics such as renewal ability and strong competitive adaptability, and it plays a crucial ecological function in Inner Mongolia. However, the research on EM fungi’s diversity and community assembly is very limited. We investigated EM fungal communities associated with B. platyphylla from 15 rhizosphere soil samples across five sites in Inner Mongolia. The fungal rDNA ITS2 region was sequenced using Illumina Miseq sequencing. A total of 295 EM fungal OTUs belonging to two phyla, three classes, nine orders, 20 families, and 31 genera were identified, of which Russula, Cortinarius, and Sebacina were the most dominant taxa. Significant differences existed in the composition of dominant genera of EM fungi across the five sites, and the relative abundances of dominant genera also showed significant differences among the sites. The β NTI and NCM fitting analyses suggest that stochastic processes mainly determine the EM fungal community assembly. Our study indicates that B. platyphylla harbors a high EM fungal diversity and highlights the important role of the stochastic process in driving community assembly of mutualistic fungi associated with B. platyphylla in north China.
format: application/pdf
format: text/html
creator: Min Li
creator: Zhaoyun Meng
creator: Jinyan Li
creator: Xuan Zhang
creator: Yonglong Wang
creator: Xinyu Li
creator: Yuze Yang
creator: Yue Li
creator: Xunjue Yang
creator: Xiuli Chen
creator: Yongjun Fan
subject: Biodiversity
subject: Genomics
subject: Mycology
subject: Plant Science
subject: Soil Science
description: doi:10.7717/peerj.19364
publisher: PeerJ Inc.
rights: © 2025 Li et al.
abstract: The maintenance and driving mechanisms of microbial community structure have become important research focuses in microbial ecology. Therefore, clarifying the assembly of ectomycorrhizal (EM) fungal communities can provide a relevant basis for studying forest diversity, ecological diversity, and ecological evolution. Betula platyphylla is a typical EM dependent tree species with characteristics such as renewal ability and strong competitive adaptability, and it plays a crucial ecological function in Inner Mongolia. However, the research on EM fungi’s diversity and community assembly is very limited. We investigated EM fungal communities associated with B. platyphylla from 15 rhizosphere soil samples across five sites in Inner Mongolia. The fungal rDNA ITS2 region was sequenced using Illumina Miseq sequencing. A total of 295 EM fungal OTUs belonging to two phyla, three classes, nine orders, 20 families, and 31 genera were identified, of which Russula, Cortinarius, and Sebacina were the most dominant taxa. Significant differences existed in the composition of dominant genera of EM fungi across the five sites, and the relative abundances of dominant genera also showed significant differences among the sites. The β NTI and NCM fitting analyses suggest that stochastic processes mainly determine the EM fungal community assembly. Our study indicates that B. platyphylla harbors a high EM fungal diversity and highlights the important role of the stochastic process in driving community assembly of mutualistic fungi associated with B. platyphylla in north China.
bibliographic citation: Li et al. (2025) Stochastic processes dominate the community assembly of ectomycorrhizal fungi associated with Betula platyphylla in Inner Mongolia, China. PeerJ 13:e19364 https://doi.org/10.7717/peerj.19364
date submitted: 2024-02-08
date accepted: 2025-04-03
issued: 2025-05-19
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Li
  given name: Min
author list: Agent
  family name: Meng
  given name: Zhaoyun
author list: Agent
  family name: Li
  given name: Jinyan
author list: Agent
  family name: Zhang
  given name: Xuan
author list: Agent
  family name: Wang
  given name: Yonglong
author list: Agent
  family name: Li
  given name: Xinyu
author list: Agent
  family name: Yang
  given name: Yuze
author list: Agent
  family name: Li
  given name: Yue
author list: Agent
  family name: Yang
  given name: Xunjue
author list: Agent
  family name: Chen
  given name: Xiuli
author list: Agent
  family name: Fan
  given name: Yongjun
doi: 10.7717/peerj.19364
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-19
copyright: ©2025 Li et al.
attribution name: Li et al.

Adult picky eating and associations with childhood picky eating, maternal feeding, aversive sensory responsiveness, disgust and obsessive-compulsive symptoms
type: item
type: AcademicArticle
description: Background Adult picky eating (PE) can cause distress, malfunction, and malnutrition. The purpose of this study was to examine adult PE, its relationship to childhood PE and to symptoms of obsessive-compulsive disorder (OCD), sensory processing disorder, food and general disgust, and maternal child feeding practices. Methods Adult participants (N = 772; 636 women) self-reported on measures of adult PE (Adult Picky Eating Questionnaire (APEQ)), obsessive-compulsive symptoms (Obsessive-Compulsive Inventory–Revised (OCI-R)), sensory processing difficulties (Sensory Responsiveness Questionnaire–Intensity Scale (SRQ-IS)), general disgust propensity (Disgust Propensity and Sensitivity Scale-12 (DPSS-12)), food disgust (Food Disgust Scale–short (FDS-S)), and three maternal feeding practices (Retrospective Child Feeding Questionnaire (RCFQ)). Results Childhood PE and current adult PE were strongly associated. Adults with PE who scored in the top 25 percentile on the APEQ were at risk for OCD and sensory processing disorder; most reported having been picky eaters in childhood. Structural equation modelling with good fit indices confirmed a developmental model in which general disgust, food disgust and sensory processing difficulties contributed to childhood PE and maternal feeding practices (pressure to eat, restriction), which in turn contributed to OCD symptoms. In addition, pressure to eat, restriction and OCD symptoms contributed directly to adult PE. Conclusions Severe adult PE is related to childhood PE and disgust sensitiviy, OCD and sensory processing disorder. Adults with severe PE may meet criteria for adult avoidant restrictive feeding or eating disorders. For adults with extreme PE clinical intervention may be warranted.
format: application/pdf
format: text/html
creator: Ada H. Zohar
creator: Dorin Barhum Shapira
creator: Lilac Lev-Ari
creator: Rachel Bachner-Melman
subject: Nutrition
subject: Psychiatry and Psychology
subject: Mental Health
description: doi:10.7717/peerj.19444
publisher: PeerJ Inc.
rights: © 2025 Zohar et al.
abstract: Background Adult picky eating (PE) can cause distress, malfunction, and malnutrition. The purpose of this study was to examine adult PE, its relationship to childhood PE and to symptoms of obsessive-compulsive disorder (OCD), sensory processing disorder, food and general disgust, and maternal child feeding practices. Methods Adult participants (N = 772; 636 women) self-reported on measures of adult PE (Adult Picky Eating Questionnaire (APEQ)), obsessive-compulsive symptoms (Obsessive-Compulsive Inventory–Revised (OCI-R)), sensory processing difficulties (Sensory Responsiveness Questionnaire–Intensity Scale (SRQ-IS)), general disgust propensity (Disgust Propensity and Sensitivity Scale-12 (DPSS-12)), food disgust (Food Disgust Scale–short (FDS-S)), and three maternal feeding practices (Retrospective Child Feeding Questionnaire (RCFQ)). Results Childhood PE and current adult PE were strongly associated. Adults with PE who scored in the top 25 percentile on the APEQ were at risk for OCD and sensory processing disorder; most reported having been picky eaters in childhood. Structural equation modelling with good fit indices confirmed a developmental model in which general disgust, food disgust and sensory processing difficulties contributed to childhood PE and maternal feeding practices (pressure to eat, restriction), which in turn contributed to OCD symptoms. In addition, pressure to eat, restriction and OCD symptoms contributed directly to adult PE. Conclusions Severe adult PE is related to childhood PE and disgust sensitiviy, OCD and sensory processing disorder. Adults with severe PE may meet criteria for adult avoidant restrictive feeding or eating disorders. For adults with extreme PE clinical intervention may be warranted.
bibliographic citation: Zohar et al. (2025) Adult picky eating and associations with childhood picky eating, maternal feeding, aversive sensory responsiveness, disgust and obsessive-compulsive symptoms. PeerJ 13:e19444 https://doi.org/10.7717/peerj.19444
date submitted: 2024-11-25
date accepted: 2025-04-17
issued: 2025-05-16
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Zohar
  given name: Ada H.
author list: Agent
  family name: Barhum Shapira
  given name: Dorin
author list: Agent
  family name: Lev-Ari
  given name: Lilac
author list: Agent
  family name: Bachner-Melman
  given name: Rachel
doi: 10.7717/peerj.19444
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-16
copyright: © 2025 Zohar et al.
attribution name: Zohar et al.

Genetic variability and trait associations for physiological and agronomic characteristics in bread wheat genotypes under drought stress and well-watered conditions
type: item
type: AcademicArticle
description: Drought is a critical abiotic stress significantly reducing global wheat production, especially under climate fluctuations. Investigating wheat genetic variability using physiological and agronomic characteristics is essential for advancing breeding to enhance drought resilience and ensure sustainable production in light of global population growth. The genetic diversity and associations among traits of fourteen diverse genotypes of bread wheat in drought-stressed and well-watered conditions were studied, focusing on physiological and agronomic responses. Significant variations were detected among irrigation regimes, genotypes, and their interactions for all assessed characteristics. Drought stress substantially declined chlorophyll a (Chl a) and b (Chl b), net photosynthetic rate (NPR), transpiration rate (Tr), stomatal conductance (gs), membrane stability index (MSI), relative water content (RWC), plant height (PH), yield-related attributes, and grain yield. Conversely, it significantly increased malondialdehyde content, proline content (ProC), and activities of antioxidant enzymes, including catalase (CAT), ascorbate peroxidase (APX) and superoxide dismutase (SOD). The genotypes, G3 (L-1117), G8 (L-120), and G12 (L-1142) exhibited superior drought tolerance, maintaining high photosynthetic efficiency, RWC, antioxidant enzyme activity, and grain yield. Under drought conditions, these genotypes achieved grain yields of 6.32 t/ha (G8), 5.97 t/ha (G12), and 5.84 t/ha (G3), significantly surpassing the other genotypes. Genotypic classification and drought tolerance indices confirmed the superiority of G3, G8, and G12 as drought-resilient candidates, while G2, G5, G7, and G14 exhibited lower adaptability. Genotypic stability analysis (additive main effects and multiplicative interaction (AMMI) and ranking biplot) indicated that G3, G8, G6, and G12 were highly stable across diverse environments, making them promising candidates for wheat breeding programs. Agronomic tra…
format: application/pdf
format: text/html
creator: Mohammed O. Alshaharni
creator: Fatmah A. Safhi
creator: Nora M. Al Aboud
creator: Dmitry E. Kucher
creator: Eman Fayad
creator: Mohammed Alqurashi
creator: Rahmah N. Al-Qthanin
creator: Ibtesam S.M. Almami
creator: Heba I. Ghamry
creator: Diaa Abd El-Moneim
creator: Mohamed M. Kamara
creator: Abdelraouf M. Ali
subject: Agricultural Science
subject: Genetics
subject: Plant Science
description: doi:10.7717/peerj.19341
publisher: PeerJ Inc.
rights: © 2025 Alshaharni et al.
abstract: Drought is a critical abiotic stress significantly reducing global wheat production, especially under climate fluctuations. Investigating wheat genetic variability using physiological and agronomic characteristics is essential for advancing breeding to enhance drought resilience and ensure sustainable production in light of global population growth. The genetic diversity and associations among traits of fourteen diverse genotypes of bread wheat in drought-stressed and well-watered conditions were studied, focusing on physiological and agronomic responses. Significant variations were detected among irrigation regimes, genotypes, and their interactions for all assessed characteristics. Drought stress substantially declined chlorophyll a (Chl a) and b (Chl b), net photosynthetic rate (NPR), transpiration rate (Tr), stomatal conductance (gs), membrane stability index (MSI), relative water content (RWC), plant height (PH), yield-related attributes, and grain yield. Conversely, it significantly increased malondialdehyde content, proline content (ProC), and activities of antioxidant enzymes, including catalase (CAT), ascorbate peroxidase (APX) and superoxide dismutase (SOD). The genotypes, G3 (L-1117), G8 (L-120), and G12 (L-1142) exhibited superior drought tolerance, maintaining high photosynthetic efficiency, RWC, antioxidant enzyme activity, and grain yield. Under drought conditions, these genotypes achieved grain yields of 6.32 t/ha (G8), 5.97 t/ha (G12), and 5.84 t/ha (G3), significantly surpassing the other genotypes. Genotypic classification and drought tolerance indices confirmed the superiority of G3, G8, and G12 as drought-resilient candidates, while G2, G5, G7, and G14 exhibited lower adaptability. Genotypic stability analysis (additive main effects and multiplicative interaction (AMMI) and ranking biplot) indicated that G3, G8, G6, and G12 were highly stable across diverse environments, making them promising candidates for wheat breeding programs. Agronomic tra…
bibliographic citation: Alshaharni et al. (2025) Genetic variability and trait associations for physiological and agronomic characteristics in bread wheat genotypes under drought stress and well-watered conditions. PeerJ 13:e19341 https://doi.org/10.7717/peerj.19341
date submitted: 2025-01-22
date accepted: 2025-03-27
issued: 2025-05-16
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Alshaharni
  given name: Mohammed O.
author list: Agent
  family name: Safhi
  given name: Fatmah A.
author list: Agent
  family name: Al Aboud
  given name: Nora M.
author list: Agent
  family name: Kucher
  given name: Dmitry E.
author list: Agent
  family name: Fayad
  given name: Eman
author list: Agent
  family name: Alqurashi
  given name: Mohammed
author list: Agent
  family name: Al-Qthanin
  given name: Rahmah N.
author list: Agent
  family name: Almami
  given name: Ibtesam S.M.
author list: Agent
  family name: Ghamry
  given name: Heba I.
author list: Agent
  family name: El-Moneim
  given name: Diaa Abd
author list: Agent
  family name: Kamara
  given name: Mohamed M.
author list: Agent
  family name: Ali
  given name: Abdelraouf M.
doi: 10.7717/peerj.19341
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-16
copyright: ©2025 Alshaharni et al.
attribution name: Alshaharni et al.

Effect of whole-body vibration training on bone mineral density in older adults: a systematic review and meta-analysis
type: item
type: AcademicArticle
description: Background Whole-body vibration (WBV) aims to increase bone mineral density (BMD) using vertical mechanical accelerations from the plantar surface of the feet through the muscles and bones. A vibration platform is used for this purpose. This systematic review (PROSPERO—CRD 42023395390) analysed the effects of WBV training on BMD at anatomical sites most affected by osteoporotic fractures in older adults. Methodology Systematic searches were conducted in the databases. Randomized controlled studies quantifying aerial BMD (aBMD) using the dual-energy X-ray absorptiometry method before and after WBV training in adults aged 55 and older were included. Independent reviewers performed methodological quality analysis (TESTEX) and assessed the risk of bias, and the GRADE scale determined the certainty of evidence in the results of the selected studies. The aBMD values from anatomical sites in the femoral neck, total proximal femur, and lumbar spine from WBV training protocols were included in the meta-analysis. The forest plot was generated using the random-effects model, and the effect size was measured by Hedges’ g. Results Seven studies involving 202 participants were included, with TESTEX = 12.6 (excellent quality) and risk of bias (43% low risk, and 57% some concerns), demonstrating with low heterogeneity, a significant effect of WBV training on total femur aBMD (g = 0.28 (small), p = 0.04). However, in spite of the low heterogeneity, the femoral neck (g = 0.15 (trivial), p = 0.19) and lumbar spine (g = 0.13 (trivial), p = 0.31) regions did not show a significant effect with WBV training. Conclusions The results showed with low certainly evidence that WBV training had a statistically significant effect on total femur aBMD but not on femoral neck and lumbar spine.
format: application/pdf
format: text/html
creator: Danilo A. Massini
creator: Tiago A. F. Almeida
creator: Anderson G. Macedo
creator: André B. Peres
creator: Víctor Hernández-Beltrán
creator: José M. Gamonales
creator: Mário C. Espada
creator: Cassiano M. Neiva
creator: Dalton M. Pessôa Filho
subject: Anatomy and Physiology
subject: Public Health
subject: Sports Medicine
description: doi:10.7717/peerj.19230
publisher: PeerJ Inc.
rights: © 2025 Massini et al.
abstract: Background Whole-body vibration (WBV) aims to increase bone mineral density (BMD) using vertical mechanical accelerations from the plantar surface of the feet through the muscles and bones. A vibration platform is used for this purpose. This systematic review (PROSPERO—CRD 42023395390) analysed the effects of WBV training on BMD at anatomical sites most affected by osteoporotic fractures in older adults. Methodology Systematic searches were conducted in the databases. Randomized controlled studies quantifying aerial BMD (aBMD) using the dual-energy X-ray absorptiometry method before and after WBV training in adults aged 55 and older were included. Independent reviewers performed methodological quality analysis (TESTEX) and assessed the risk of bias, and the GRADE scale determined the certainty of evidence in the results of the selected studies. The aBMD values from anatomical sites in the femoral neck, total proximal femur, and lumbar spine from WBV training protocols were included in the meta-analysis. The forest plot was generated using the random-effects model, and the effect size was measured by Hedges’ g. Results Seven studies involving 202 participants were included, with TESTEX = 12.6 (excellent quality) and risk of bias (43% low risk, and 57% some concerns), demonstrating with low heterogeneity, a significant effect of WBV training on total femur aBMD (g = 0.28 (small), p = 0.04). However, in spite of the low heterogeneity, the femoral neck (g = 0.15 (trivial), p = 0.19) and lumbar spine (g = 0.13 (trivial), p = 0.31) regions did not show a significant effect with WBV training. Conclusions The results showed with low certainly evidence that WBV training had a statistically significant effect on total femur aBMD but not on femoral neck and lumbar spine.
bibliographic citation: Massini et al. (2025) Effect of whole-body vibration training on bone mineral density in older adults: a systematic review and meta-analysis. PeerJ 13:e19230 https://doi.org/10.7717/peerj.19230
date submitted: 2024-08-27
date accepted: 2025-03-07
issued: 2025-05-16
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Massini
  given name: Danilo A.
author list: Agent
  family name: Almeida
  given name: Tiago A. F.
author list: Agent
  family name: Macedo
  given name: Anderson G.
author list: Agent
  family name: Peres
  given name: André B.
author list: Agent
  family name: Hernández-Beltrán
  given name: Víctor
author list: Agent
  family name: Gamonales
  given name: José M.
author list: Agent
  family name: Espada
  given name: Mário C.
author list: Agent
  family name: Neiva
  given name: Cassiano M.
author list: Agent
  family name: Pessôa Filho
  given name: Dalton M.
doi: 10.7717/peerj.19230
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-16
copyright: © 2025 Massini et al.
attribution name: Massini et al.

HD-6mAPred: a hybrid deep learning approach for accurate prediction of N6-methyladenine sites in plant species
type: item
type: AcademicArticle
description: Background N6-methyladenine (6mA) is an important DNA methylation modification that serves a crucial function in various biological activities. Accurate prediction of 6mA sites is essential for elucidating its biological function and underlying mechanism. Although existing methods have achieved great success, there remains a pressing need for improved prediction accuracy and generalization cap ability across diverse species. This study aimed to develop a robust method to address these challenges. Methods We proposed HD-6mAPred, a hybrid deep learning model that combines bidirectional gated recurrent unit (BiGRU), convolutional neural network (CNN) and attention mechanism, along with various DNA sequence coding schemes. Firstly, DNA sequences were encoded using four different ways: one-hot encoding, electron-ion interaction pseudo-potential (EIIP), enhanced nucleic acid composition (ENAC) and nucleotide chemical properties (NCP). Secondly, a hold-out search strategy was employed to identify the optimal features or feature combinations for both BiGRU and CNN. Finally, the attention mechanism was introduced to weigh the importance of features derived from the BiGRU and CNN. Results A series of experiments on the Rosaceae, rice and Arabidopsis datasets were conducted to demonstrate the superiority of HD-6mAPred. In Rosaceae, the HD-6mAPred model achieved excellent performance: accuracy (ACC) of 0.996, Matthew correlation coefficient (MCC) of 0.993, sensitivity (SN) and specificity (SP) of 0.995 and 0.998, respectively. In rice, the evaluation metrics are 0.952 (ACC), 0.905 (MCC), 0.955 (SN), and 0.949 (SP). In Arabidopsis, the corresponding metrics are 0.937 (ACC), 0.875 (MCC), 0.927 (SN), and 0.948 (SP). Compared to existing methods, these results demonstrate that HD-6mAPred achieves state-of-the-art performance in predicting 6mA sites across three plant species. Furthermore, HD-6mAPred not only improves the accuracy of 6mA site prediction, but also shows excellent gen…
format: application/pdf
format: text/html
creator: Huimin Li
creator: Wei Gao
creator: Yi Tang
creator: Xiaotian Guo
subject: Bioinformatics
subject: Computational Biology
subject: Data Mining and Machine Learning
description: doi:10.7717/peerj.19463
publisher: PeerJ Inc.
rights: © 2025 Li et al.
abstract: Background N6-methyladenine (6mA) is an important DNA methylation modification that serves a crucial function in various biological activities. Accurate prediction of 6mA sites is essential for elucidating its biological function and underlying mechanism. Although existing methods have achieved great success, there remains a pressing need for improved prediction accuracy and generalization cap ability across diverse species. This study aimed to develop a robust method to address these challenges. Methods We proposed HD-6mAPred, a hybrid deep learning model that combines bidirectional gated recurrent unit (BiGRU), convolutional neural network (CNN) and attention mechanism, along with various DNA sequence coding schemes. Firstly, DNA sequences were encoded using four different ways: one-hot encoding, electron-ion interaction pseudo-potential (EIIP), enhanced nucleic acid composition (ENAC) and nucleotide chemical properties (NCP). Secondly, a hold-out search strategy was employed to identify the optimal features or feature combinations for both BiGRU and CNN. Finally, the attention mechanism was introduced to weigh the importance of features derived from the BiGRU and CNN. Results A series of experiments on the Rosaceae, rice and Arabidopsis datasets were conducted to demonstrate the superiority of HD-6mAPred. In Rosaceae, the HD-6mAPred model achieved excellent performance: accuracy (ACC) of 0.996, Matthew correlation coefficient (MCC) of 0.993, sensitivity (SN) and specificity (SP) of 0.995 and 0.998, respectively. In rice, the evaluation metrics are 0.952 (ACC), 0.905 (MCC), 0.955 (SN), and 0.949 (SP). In Arabidopsis, the corresponding metrics are 0.937 (ACC), 0.875 (MCC), 0.927 (SN), and 0.948 (SP). Compared to existing methods, these results demonstrate that HD-6mAPred achieves state-of-the-art performance in predicting 6mA sites across three plant species. Furthermore, HD-6mAPred not only improves the accuracy of 6mA site prediction, but also shows excellent gen…
bibliographic citation: Li et al. (2025) HD-6mAPred: a hybrid deep learning approach for accurate prediction of N6-methyladenine sites in plant species. PeerJ 13:e19463 https://doi.org/10.7717/peerj.19463
date submitted: 2024-11-09
date accepted: 2025-04-23
issued: 2025-05-15
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Li
  given name: Huimin
author list: Agent
  family name: Gao
  given name: Wei
author list: Agent
  family name: Tang
  given name: Yi
author list: Agent
  family name: Guo
  given name: Xiaotian
doi: 10.7717/peerj.19463
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-15
copyright: © 2025 Li et al.
attribution name: Li et al.

Expected mortality risk for coho salmon landed in recreational troll fisheries using 1/0 and 6/0 hooks in the marine waters of Washington state
type: item
type: AcademicArticle
description: Recreational salmon fisheries in the state of Washington are managed with size-selective and mark-selective rules to promote the release of wild and undersized salmon. In order for this management approach to be effective, the fishery must have low mortality of hooked and released salmon. In this study, we directly compared the fishing performance of small (1/0, 14.36 mm gap) and large (6/0, 17.20 mm gap) hooks in recreational salmon troll fisheries with the goal of evaluating differences in drop-off rates, size of salmon caught, and the probability a fish would be hooked in a region documented to have low, intermediary, or high risk of mortality. We found strong evidence that hook size affects the probability that an angler can land a fish with drop-off rates of 48.9% for fish hooked on small (1/0) hooks and 34.0% for fish hooked on large (6/0) hooks. There were no significant differences in the average length of pink, coho, or Chinook salmon caught on small (1/0) or large (6/0) hooks. Likewise, we found no significant differences in the proportion of coho and Chinook catch that were longer or shorter than their respective legal-size limits. Hook size did significantly affect the expected mortality risk of coho salmon with large (6/0) hooks being 1.82 times more likely to hook a salmon in body regions associated with high or intermediary risk of mortality than small (1/0) hooks. No significant differences were observed in the hooking rates of Chinook and pink salmon in body regions with high, intermediary, or low expected mortality risk, however our confidence in this finding is limited due to sample size. It is important to carefully assess whether these results support restrictions on hook sizes used in recreational coho salmon troll fisheries. The observation of reduced expected mortality risk of coho salmon landed using small (1/0) hooks as compared to when using large (6/0) hooks highlights the importance of evaluating the effect of hook size during recreation…
format: application/pdf
format: text/html
creator: Jonathan J. Scordino
creator: Ryan P. Walsh
creator: William Jasper
creator: Deon J. Roche
creator: William Tyler
subject: Aquaculture, Fisheries and Fish Science
subject: Marine Biology
subject: Coupled Natural and Human Systems
subject: Natural Resource Management
description: doi:10.7717/peerj.19434
publisher: PeerJ Inc.
rights: © 2025 Scordino et al.
abstract: Recreational salmon fisheries in the state of Washington are managed with size-selective and mark-selective rules to promote the release of wild and undersized salmon. In order for this management approach to be effective, the fishery must have low mortality of hooked and released salmon. In this study, we directly compared the fishing performance of small (1/0, 14.36 mm gap) and large (6/0, 17.20 mm gap) hooks in recreational salmon troll fisheries with the goal of evaluating differences in drop-off rates, size of salmon caught, and the probability a fish would be hooked in a region documented to have low, intermediary, or high risk of mortality. We found strong evidence that hook size affects the probability that an angler can land a fish with drop-off rates of 48.9% for fish hooked on small (1/0) hooks and 34.0% for fish hooked on large (6/0) hooks. There were no significant differences in the average length of pink, coho, or Chinook salmon caught on small (1/0) or large (6/0) hooks. Likewise, we found no significant differences in the proportion of coho and Chinook catch that were longer or shorter than their respective legal-size limits. Hook size did significantly affect the expected mortality risk of coho salmon with large (6/0) hooks being 1.82 times more likely to hook a salmon in body regions associated with high or intermediary risk of mortality than small (1/0) hooks. No significant differences were observed in the hooking rates of Chinook and pink salmon in body regions with high, intermediary, or low expected mortality risk, however our confidence in this finding is limited due to sample size. It is important to carefully assess whether these results support restrictions on hook sizes used in recreational coho salmon troll fisheries. The observation of reduced expected mortality risk of coho salmon landed using small (1/0) hooks as compared to when using large (6/0) hooks highlights the importance of evaluating the effect of hook size during recreation…
bibliographic citation: Scordino et al. (2025) Expected mortality risk for coho salmon landed in recreational troll fisheries using 1/0 and 6/0 hooks in the marine waters of Washington state. PeerJ 13:e19434 https://doi.org/10.7717/peerj.19434
date submitted: 2024-11-04
date accepted: 2025-04-16
issued: 2025-05-15
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Scordino
  given name: Jonathan J.
author list: Agent
  family name: Walsh
  given name: Ryan P.
author list: Agent
  family name: Jasper
  given name: William
author list: Agent
  family name: Roche
  given name: Deon J.
author list: Agent
  family name: Tyler
  given name: William
doi: 10.7717/peerj.19434
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-15
copyright: ©2025 Scordino et al.
attribution name: Scordino et al.

Emodin, a rising star in the treatment of glycolipid metabolism disorders: a preclinical systematic review and meta-analysis
type: item
type: AcademicArticle
description: Background Rhubarb has a remarkable effect on lowering blood lipid and glucose levels, and its main component, emodin, is an anthraquinone derivative. To elucidate the role and mechanism of emodin in the treatment of type 2 diabetes mellitus (T2DM) and to provide robust evidence for its clinical application, we conducted a systematic review and meta-analysis to assess the influence of emodin on T2DM animal models and the overall therapeutic effect, and further to evaluate its benefits and risks in the management of T2DM. Methods Eight databases were searched from inception to May 2023. Two reviewers extracted the data independently. SYRCLE’s risk of bias tool for animal studies was used to assess the quality of articles. RevMan V.5.4 software and STATA 15.1 software were applied for data analyses. Body weight, serum insulin level (INS), fasting blood glucose (FBG), 2-hour postprandial blood glucose (2hPG, IPGTT/OGTT), insulin tolerance test (IPITT) indicators, total cholesterol (TC), triglycerides (TG), high-density lipoprotein (HDL-c), and low-density lipoprotein cholesterol (LDL-c) were used as outcome measures. Data for outcome messures presented in graphical form were extracted using GetData graphic digitizer software (version 2.26). For outcome indicators with a small number of included studies, we will conduct descriptive analyses. Results Twelve existing studies were included in this meta-analysis, and all of the studies included in this review had a low to moderate risk of bias. The results showed that emodin significantly reduced the glucose and lipid metabolism indicators and effectively lowered body weight and serum insulin levels (FBG, 2hPG(IPGTT/OGTT), IPITT, TG, TC, LDL-c, HDL-c) (P < 0.05). Conclusion Emodin demonstrates significant potential in treating T2DM by reducing FBG, 2hPG (IPGTT/OGTT), IPITT, TC, TG, INS, and body weight in animal models. The therapeutic mechanisms of emodin include enhancing glucose utilization in peripheral tissues, inhibit…
format: application/pdf
format: text/html
creator: Yang Xiao
creator: Zhixuan Zhao
creator: Binqin Chen
creator: Jian Sun
creator: Li Wang
creator: Yu Wang
creator: Zheng Nan
creator: Qi Zhang
subject: Diabetes and Endocrinology
subject: Nephrology
subject: Pharmacology
subject: Metabolic Sciences
description: doi:10.7717/peerj.19221
publisher: PeerJ Inc.
rights: © 2025 Xiao et al.
abstract: Background Rhubarb has a remarkable effect on lowering blood lipid and glucose levels, and its main component, emodin, is an anthraquinone derivative. To elucidate the role and mechanism of emodin in the treatment of type 2 diabetes mellitus (T2DM) and to provide robust evidence for its clinical application, we conducted a systematic review and meta-analysis to assess the influence of emodin on T2DM animal models and the overall therapeutic effect, and further to evaluate its benefits and risks in the management of T2DM. Methods Eight databases were searched from inception to May 2023. Two reviewers extracted the data independently. SYRCLE’s risk of bias tool for animal studies was used to assess the quality of articles. RevMan V.5.4 software and STATA 15.1 software were applied for data analyses. Body weight, serum insulin level (INS), fasting blood glucose (FBG), 2-hour postprandial blood glucose (2hPG, IPGTT/OGTT), insulin tolerance test (IPITT) indicators, total cholesterol (TC), triglycerides (TG), high-density lipoprotein (HDL-c), and low-density lipoprotein cholesterol (LDL-c) were used as outcome measures. Data for outcome messures presented in graphical form were extracted using GetData graphic digitizer software (version 2.26). For outcome indicators with a small number of included studies, we will conduct descriptive analyses. Results Twelve existing studies were included in this meta-analysis, and all of the studies included in this review had a low to moderate risk of bias. The results showed that emodin significantly reduced the glucose and lipid metabolism indicators and effectively lowered body weight and serum insulin levels (FBG, 2hPG(IPGTT/OGTT), IPITT, TG, TC, LDL-c, HDL-c) (P < 0.05). Conclusion Emodin demonstrates significant potential in treating T2DM by reducing FBG, 2hPG (IPGTT/OGTT), IPITT, TC, TG, INS, and body weight in animal models. The therapeutic mechanisms of emodin include enhancing glucose utilization in peripheral tissues, inhibit…
bibliographic citation: Xiao et al. (2025) Emodin, a rising star in the treatment of glycolipid metabolism disorders: a preclinical systematic review and meta-analysis. PeerJ 13:e19221 https://doi.org/10.7717/peerj.19221
date submitted: 2024-10-25
date accepted: 2025-03-06
issued: 2025-05-15
is part of: PeerJ
license: https://creativecommons.org/licenses/by/4.0/
author list: Agent
  family name: Xiao
  given name: Yang
author list: Agent
  family name: Zhao
  given name: Zhixuan
author list: Agent
  family name: Chen
  given name: Binqin
author list: Agent
  family name: Sun
  given name: Jian
author list: Agent
  family name: Wang
  given name: Li
author list: Agent
  family name: Wang
  given name: Yu
author list: Agent
  family name: Nan
  given name: Zheng
author list: Agent
  family name: Zhang
  given name: Qi
doi: 10.7717/peerj.19221
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-15
copyright: ©2025 Xiao et al.
attribution name: Xiao et al.

Construction and validation of a prognostic model for colorectal cancer based on migrasome-related long non-coding RNAs
type: item
type: AcademicArticle
description: Background Colon adenocarcinoma (COAD) is a globally prevalent and deadly malignancy of the digestive system. Recently, migrasomes have gained significant attention as important regulators of tumor cell migration and metastasis. The current research developed a highly accurate prognostic model using migrasome-related long non-coding RNAs (lncRNAs) in COAD, providing new insights for prognostic assessment and immunotherapy of COAD patients. Methods RNA sequencing data from COAD patients were acquired from The Cancer Genome Atlas Program (TCGA) database to construct a prognostic lncRNA model based on known migrasome-related genes (MRGs). The model’s predictive accuracy was then assessed using concordance index (C-index) analysis, nomograms, principal component analysis, and receiver operating characteristic curves. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were conducted to identify significant differences in biological functions and signaling pathways associated with differentially expressed genes in the high-risk subgroup. A comprehensive evaluation of the model incorporated clinical-pathological features, tumor microenvironment, and chemotherapy sensitivity. The expression levels of prognostic genes in COAD patients were validated via quantitative reverse transcription polymerase chain reaction (RT-qPCR). Furthermore, the role of LCMT1-AS1 in colorectal cancer was examined through CCK-8 assays, colony formation assays, and Transwell experiments. Results Migrasome-related lncRNAs were identified as robust prognostic predictors for COAD. Multivariate analysis revealed that the risk score derived from these lncRNAs is an independent prognostic factor for COAD. Patients in the low-risk group exhibited significantly longer overall survival (OS) compared to those in the high-risk group. Accordingly, the nomogram prediction model we developed, which integrates clinical features and risk scores, demonstrated excellent prognos…
format: application/pdf
format: text/html
creator: Qiang Lv
creator: Qingzhu Yang
creator: Hongsheng Chen
creator: Yang Wang
creator: Yuliuming Wang
creator: Xu Hu
creator: Ming Liu
subject: Bioinformatics
subject: Cell Biology
subject: Gastroenterology and Hepatology
subject: Oncology
description: doi:10.7717/peerj.19443
publisher: PeerJ Inc.
rights: © 2025 Lv et al.
abstract: Background Colon adenocarcinoma (COAD) is a globally prevalent and deadly malignancy of the digestive system. Recently, migrasomes have gained significant attention as important regulators of tumor cell migration and metastasis. The current research developed a highly accurate prognostic model using migrasome-related long non-coding RNAs (lncRNAs) in COAD, providing new insights for prognostic assessment and immunotherapy of COAD patients. Methods RNA sequencing data from COAD patients were acquired from The Cancer Genome Atlas Program (TCGA) database to construct a prognostic lncRNA model based on known migrasome-related genes (MRGs). The model’s predictive accuracy was then assessed using concordance index (C-index) analysis, nomograms, principal component analysis, and receiver operating characteristic curves. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were conducted to identify significant differences in biological functions and signaling pathways associated with differentially expressed genes in the high-risk subgroup. A comprehensive evaluation of the model incorporated clinical-pathological features, tumor microenvironment, and chemotherapy sensitivity. The expression levels of prognostic genes in COAD patients were validated via quantitative reverse transcription polymerase chain reaction (RT-qPCR). Furthermore, the role of LCMT1-AS1 in colorectal cancer was examined through CCK-8 assays, colony formation assays, and Transwell experiments. Results Migrasome-related lncRNAs were identified as robust prognostic predictors for COAD. Multivariate analysis revealed that the risk score derived from these lncRNAs is an independent prognostic factor for COAD. Patients in the low-risk group exhibited significantly longer overall survival (OS) compared to those in the high-risk group. Accordingly, the nomogram prediction model we developed, which integrates clinical features and risk scores, demonstrated excellent prognos…
bibliographic citation: Lv et al. (2025) Construction and validation of a prognostic model for colorectal cancer based on migrasome-related long non-coding RNAs. PeerJ 13:e19443 https://doi.org/10.7717/peerj.19443
date submitted: 2024-12-13
date accepted: 2025-04-17
issued: 2025-05-14
is part of: PeerJ
license: https://creativecommons.org/licenses/by-nc/4.0
author list: Agent
  family name: Lv
  given name: Qiang
author list: Agent
  family name: Yang
  given name: Qingzhu
author list: Agent
  family name: Chen
  given name: Hongsheng
author list: Agent
  family name: Wang
  given name: Yang
author list: Agent
  family name: Wang
  given name: Yuliuming
author list: Agent
  family name: Hu
  given name: Xu
author list: Agent
  family name: Liu
  given name: Ming
doi: 10.7717/peerj.19443
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-14
copyright: © 2025 Lv et al.
attribution name: Lv et al.

Impact of forest fragmentation on river water quality: an example from a typical subtropical hilly basin
type: item
type: AcademicArticle
description: Background Forest fragmentation, driven by natural and human activities, is increasing. However, the impact of forest fragmentation on river water quality remains ambiguous. Methods In this study, water quality data were collected from 15 monitoring sites in the upper Ganjiang River basin in winter and summer, and the forest landscape fragmentation metrics in the sub-basin was calculated to assess its seasonal impact on river water quality. Results The results indicated that water quality in the area is generally satisfactory, with total nitrogen (TN) as the main pollutant. Redundancy analysis (RDA) showed that the explanation rate of the six forest landscape fragmentation metrics to the water quality change in summer was 41.21%, and in winter, their explanation rate of water quality change increased by 14.26%. Among them, the effective mesh size (MESH) was negatively correlated with most river water quality indicators, with a contribution rate of 20.9%. While the interspersion and juxtaposition index (IJI) was positively correlated with most water quality indicators in winter, with a contribution rate of 44.9%. It is worth noting that the thresholds for IJI and MESH of forest were the same in winter and summer, 28.1% and 7.89e+0.5ha, respectively, when the probability of an abrupt change in TN concentration reached 100%. This is implied that when the adjacency of forest patches is less than 28.1% and the connectivity of forest patches is more than 7.89e+0.5ha, it may contribute to the reduction of TN concentration in rivers. These findings provide valuable insights into how varying degrees of forest fragmentation can lead to deterioration in river water quality, and allow for further planning of forest structure based on forest fragmentation thresholds to improve regional water quality.
format: application/pdf
format: text/html
creator: Biao Li
creator: Xiaolei Huang
creator: Qiang Zhong
creator: Xiuxiu Wu
subject: Ecology
subject: Environmental Sciences
subject: Ecohydrology
subject: Environmental Impacts
subject: Forestry
description: doi:10.7717/peerj.19435
publisher: PeerJ Inc.
rights: © 2025 Li et al.
abstract: Background Forest fragmentation, driven by natural and human activities, is increasing. However, the impact of forest fragmentation on river water quality remains ambiguous. Methods In this study, water quality data were collected from 15 monitoring sites in the upper Ganjiang River basin in winter and summer, and the forest landscape fragmentation metrics in the sub-basin was calculated to assess its seasonal impact on river water quality. Results The results indicated that water quality in the area is generally satisfactory, with total nitrogen (TN) as the main pollutant. Redundancy analysis (RDA) showed that the explanation rate of the six forest landscape fragmentation metrics to the water quality change in summer was 41.21%, and in winter, their explanation rate of water quality change increased by 14.26%. Among them, the effective mesh size (MESH) was negatively correlated with most river water quality indicators, with a contribution rate of 20.9%. While the interspersion and juxtaposition index (IJI) was positively correlated with most water quality indicators in winter, with a contribution rate of 44.9%. It is worth noting that the thresholds for IJI and MESH of forest were the same in winter and summer, 28.1% and 7.89e+0.5ha, respectively, when the probability of an abrupt change in TN concentration reached 100%. This is implied that when the adjacency of forest patches is less than 28.1% and the connectivity of forest patches is more than 7.89e+0.5ha, it may contribute to the reduction of TN concentration in rivers. These findings provide valuable insights into how varying degrees of forest fragmentation can lead to deterioration in river water quality, and allow for further planning of forest structure based on forest fragmentation thresholds to improve regional water quality.
bibliographic citation: Li et al. (2025) Impact of forest fragmentation on river water quality: an example from a typical subtropical hilly basin. PeerJ 13:e19435 https://doi.org/10.7717/peerj.19435
date submitted: 2024-12-16
date accepted: 2025-04-16
issued: 2025-05-14
is part of: PeerJ
license: https://creativecommons.org/licenses/by-nc/4.0
author list: Agent
  family name: Li
  given name: Biao
author list: Agent
  family name: Huang
  given name: Xiaolei
author list: Agent
  family name: Zhong
  given name: Qiang
author list: Agent
  family name: Wu
  given name: Xiuxiu
doi: 10.7717/peerj.19435
volume: 13
issn: 2167-8359
publication name: PeerJ
publication date: 2025-05-14
copyright: © 2025 Li et al.
attribution name: Li et al.

PeerJ
type: Periodical
uri: PeerJ
issn: 2167-8359