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Record W4247192583 · doi:10.1002/rco2.35

Abstracts of the 13th International Conference on Cachexia, Sarcopenia and Muscle Wasting, 11‐13 December 2020

2021· article· en· W4247192583 on OpenAlexaff

Bibliographic record

VenueJCSM Rapid Communications · 2021
Typearticle
Languageen
FieldMedicine
TopicNutrition and Health in Aging
Canadian institutionsUniversity of Alberta
FundersNational Institute of Arthritis and Musculoskeletal and Skin DiseasesNational Institutes of Health
KeywordsSarcopeniaWastingCachexiaWasting SyndromeMuscle massMedicineGerontologyInternal medicineCancer

Abstract

fetched live from OpenAlex

Introduction: The physiologic mechanisms that drive functional changes due to cachexia are poorly understood.Existing cachexia models limit our ability to address these mechanisms because they either express a rare tumour type or cause rapid death.Such models are not amenable to multi-domain functional analysis of rehabilitation protocols, which typically require 6-8 weeks.The goal of this study was to develop and functionally characterize a longitudinal model of cancer-associated cachexia.Methods: The "KPC orthotopic injection" pancreatic cancer mouse model was selected for optimization.We tested multiple cell clones, cell doses, and vehicle types in order to maximize survival.Ex vivo analysis included skeletal and cardiac muscle mass.Functional characterization included: hind-limb grip strength for muscle function; open-field arena for ambulation and anxiety; Y-maze for spatial memory; and Morris Water Maze and Rotarod for endurance.Results: Serial dilution of multiple KPC clones yielded optimal conditions for extending median survival, from 3 weeks up to 8.5 weeks post-injection using the KPC orthotopic model (p < 0.0001).In weekly ex vivo analysis, the optimized model resulted in progressive skeletal and cardiac muscle mass loss at 5 weeks post-injection and continued through 9 weeks (p < 0.01).Starting 5 weeks post-injection, animals had 8% decline in grip strength (p < 0.01) and a sustained decrease in distance ambulated and gait speed of 30-50% (p < 0.05).Animal subjects retained spatial memory similar to controls, indicating that functional deficits were not confounded by behavioural change.There was also a trend towards decreased motor endurance (p = 0.07) at 5 weeks and increased open-field anxiety (p = 0.06) at 8 weeks.Conclusion: This optimized model of cancer-associated cachexia demonstrates progressive loss of muscle and function in multiple domains while accounting for potential confounding factors of cognition and behaviour.The model is tailored for longitudinal studies and sets the stage for mechanistic and translational studies of cachexia rehabilitation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.170
Threshold uncertainty score0.567

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0010.000
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.1700.086

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.109
GPT teacher head0.375
Teacher spread0.266 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

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