Development and validation of a prediction model for psychological distress in patients with differentiated thyroid cancer undergoing ¹³¹I therapy - Scorecard - MDSpire

Development and validation of a prediction model for psychological distress in patients with differentiated thyroid cancer undergoing ¹³¹I therapy

  • By

  • Lingling Zeng

  • Yiming Ma

  • Suyun Yang

  • July 1, 2026

  • 0 min

Share

Clinical Scorecard: Creation and assessment of a predictive model for psychological distress in differentiated thyroid cancer patients receiving ¹³¹I treatment

At a Glance

CategoryDetail
ConditionDifferentiated Thyroid Cancer (DTC)
Key MechanismsPsychological distress related to ¹³¹I therapy, including factors like sleep quality, TSH stimulation, and social support.
Target PopulationPatients with differentiated thyroid cancer undergoing ¹³¹I therapy
Care SettingTertiary referral hospital

Key Highlights

  • Developed a predictive model for psychological distress in DTC patients receiving ¹³¹I therapy.
  • Identified independent risk factors: poor sleep quality, TSH stimulation, pulmonary metastasis, social support, radiation exposure concerns, and low serum 25-hydroxyvitamin D levels.
  • Achieved an AUC of 0.835 for model performance with good calibration and clinical utility.
  • High prevalence of anxiety and depression in DTC patients receiving ¹³¹I therapy (38.7% to 52.5%).
  • Model requires external validation in larger, multicenter cohorts.

Guideline-Based Recommendations

Diagnosis

  • Use the developed nomogram to identify patients at risk for psychological distress.

Management

  • Consider early interventions for patients identified as high-risk for psychological distress.

Monitoring & Follow-up

  • Regularly assess psychological well-being in DTC patients undergoing ¹³¹I therapy.

Risks

  • Monitor for anxiety and depression, which may impair quality of life and treatment adherence.

Patient & Prescribing Data

Patients diagnosed with differentiated thyroid cancer receiving ¹³¹I therapy.

Psychosocial stressors associated with ¹³¹I therapy necessitate attention to psychological health.

Clinical Best Practices

  • Integrate psychological assessment into routine care for DTC patients.
  • Utilize the predictive model to tailor support and interventions.

Related Resources & Content

Original Source(s)

Related Content