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A Method of Trigonometric Modelling of Seasonal Variation Demonstrated with Multiple Sclerosis Relapse Data
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Identifying symptom co-occurrence in persons with multiple sclerosis.

Pamela K Newland1, Louise H Flick2, Florian P Thomas2

  • 1Southern Illinois University School of Nursing, Edwardsville, USA mpnewland@hometel.com.

Clinical Nursing Research
|September 19, 2013
PubMed
Summary
This summary is machine-generated.

Multiple sclerosis (MS) patients often experience multiple symptoms together. Understanding these symptom combinations, like fatigue and balance issues in relapsing-remitting MS (RRMS), can improve patient care.

Keywords:
multiple sclerosisnursing interventionssymptom co-occurrence

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Area of Science:

  • Neurology
  • Clinical Research
  • Patient Health

Background:

  • Multiple sclerosis (MS) patients present with diverse symptoms.
  • Existing research often overlooks symptom co-occurrence, focusing on individual issues.
  • Current clinical decisions for MS are frequently based on single symptoms.

Purpose of the Study:

  • To investigate symptom co-occurrences in patients with relapsing-remitting MS (RRMS).
  • To identify common symptom clusters and their prevalence.
  • To provide data for developing targeted interventions for MS patients.

Main Methods:

  • A mixed-methods approach was employed, combining qualitative and quantitative data collection.
  • 140 patients with RRMS participated in the study.
  • Content analysis and factor analysis were used to examine symptom data.

Main Results:

  • Fatigue, heat intolerance, numbness, balance problems, and leg weakness were identified as prevalent symptoms.
  • Factor analysis revealed key symptom clusters including urinary issues, balance problems, vision impairment, heat sensitivity, depression, and sleep disturbances.
  • Preliminary findings confirm the co-occurrence of multiple disabling symptoms in RRMS patients.

Conclusions:

  • Symptom co-occurrence is a significant aspect of the RRMS experience.
  • Identifying symptom clusters can enhance the understanding of MS patient needs.
  • This research supports the development of more comprehensive and targeted healthcare interventions for MS.