Work Description

# Dataset Title:

Digital Biomarker Dataset in Hematopoietic Cell Transplantation: A
Longitudinal Study of Caregiver-Patient Dyads (dHCT)

# Dataset Contact:

Name: Sung Won Choi\
Email: [email protected]\
Institution: University of Michigan

# Dataset Creators:

Name: Aditya Jalin\
Email: [email protected]\
Institution: University of Michigan\
ORCID: https://orcid.org/0009-0007-5535-4200

Name: Nawat Swatthong\
Email: [email protected]\
Institution: University of Michigan

Name: Michelle Rozwadowski\
Email: [email protected]\
Institution: University of Michigan\
ORCID: https://orcid.org/0000-0001-7864-383X

Name: Rajnish Kumar\
Email: [email protected]\
Institution: University of Michigan\
ORCHID: https://orcid.org/0009-0002-2611-7330

Name: Tom Braun\
Email: [email protected]\
Institution: University of Michigan

Name: Noelle Carlozzi\
Email: [email protected]\
Institution: University of Michigan\
ORCID: https://orcid.org/0000-0003-0439-9429

Name: David A Hanauer\
Email: [email protected]\
Institution: University of Michigan\
ORCID: https://orcid.org/0000-0001-6931-3791

Name: Afton Hassett\
Email: [email protected]\
Institution: University of Michigan\
ORCID: https://orcid.org/0000-0003-2982-484X

Name: Muneesh Tewari\
Email: [email protected]\
Institution: University of Michigan\
ORCID: https://orcid.org/0000-0002-7781-3152

Name: Sung Won Choi\
Email: [email protected]\
Institution: University of Michigan\
ORCID: https://orcid.org/0000-0002-6321-3834

# Funding:

Supported by the National Heart, Lung, and Blood Institute (Grant Nos.
K24HL156896, R01HL146354). We are grateful to all participants, research
staff, and clinicians at the U-M Blood and Marrow Transplant Program.

# Key Points:

- Digital biomarker data collected from 166 HCT caregiver-patient
dyads over 120 days post-transplant\
- Comprehensive physiological monitoring through wearable devices
(Fitbit® Charge 3)\
- Integration of daily mood reports, PROMIS® health measures, and
clinical outcomes\
- Unique paired data structure allowing analysis of caregiver-patient
dynamics

# Research Overview:

This dataset captures the longitudinal experience of both patients
undergoing hematopoietic cell transplantation (HCT) and their caregivers
through continuous physiological monitoring, daily mood reporting, and
periodic health assessments. The data provides unprecedented insight
into the dynamic relationship between caregiver well-being and patient
outcomes during the critical post-transplant period.

# Methodology:

Data were collected through multiple streams:

- Continuous physiological monitoring via Fitbit® Charge 3 devices\
- Daily mood reporting through custom mobile application (Roadmap)\
- PROMIS® health measures at baseline, day 30, and day 120\
- Clinical outcomes from electronic health records

Date Coverage: 09/08/2020 - 07/31/2023

Additional Study Information:

- IRB Approval: University of Michigan Medical School Institutional
Review Board (IRBMED HUM#00186436)\
- Informed Consent: Obtained from all participants\
- Trial Registration: NCT04094844 (ClinicalTrials.gov)

# Files contained here:

The processed datasets are organized as follows:

## Demographic and Clinical Data:

- demographic_data.csv: Participant characteristics and study groups\
- outcome.csv: Major clinical outcomes (GVHD, mortality, etc.)\
- readmissions.csv: Hospital readmission records\
- infections.csv: Infection occurrence data

## Physiological Measurements:

- mood.csv: Daily mood scores\
- hr.csv: Minute-level heart rate measurements\
- sleep_classic.csv: Sleep measurements (classic)\
- sleep_stages.csv: Sleep measurements (stages)\
- steps.csv: Step count data\
- activity.csv: Activity classification data

## Daily Summaries:

- daily_hr.csv: Aggregated daily heart rate statistics\
- daily_steps.csv: Aggregated daily step count metrics\
- daily_activity_summary.csv: Daily activity summaries

## Psychological Health Measures:

- PROMIS_tscore.csv: PROMIS® T-scores at three timepoints

\[Detailed data dictionaries for each file type are included in the
documentation\]

# Related publication(s):

Rozwadowski M, Dittakavi M, Mazzoli A, Hassett AL, Braun T, Barton DL,
Carlozzi N, Sen S, Tewari M, Hanauer DA, Choi SW. Promoting Health and
Well-Being Through Mobile Health Technology (Roadmap 2.0) in Family
Caregivers and Patients Undergoing Hematopoietic Stem Cell
Transplantation: Protocol for the Development of a Mobile Randomized
Controlled Trial. JMIR Res Protoc. 2020 Sep 18;9(9):e19288. doi:
10.2196/19288. PMID: 32945777; PMCID: PMC7532463.

Jalin A, Swatthong N, Rozwadowski M, Kumar R, Barton D, Braun T,
Carlozzi N, Hanauer DA, Hassett A, Choi SW. A Digital Biomarker Dataset
in Hematopoietic Cell Transplantation: A Longitudinal Study of
Caregiver-Patient Dyads (dHCT). medRxiv \[Preprint\]. 2024 Nov
22:2024.11.21.24317641. doi: 10.1101/2024.11.21.24317641. PMID:
39606379; PMCID: PMC11601742.

# Use and Access:

The dataset is available through the Deep Blue Data repository under a
Creative Commons Attribution-NonCommercial 4.0 International License (CC
BY-NC 4.0).

This license permits:

- Sharing: Copy and redistribute the data in any medium or format\
- Adaptation: Remix, transform, and build upon the data

Under the following terms:

- Attribution: You must give appropriate credit, provide a link to the
license, and indicate if changes were made.\
- NonCommercial: You may not use the material for commercial
purposes.\
- No additional restrictions: You may not apply legal terms or
technological measures that legally restrict others from doing
anything the license permits.

Due to the sensitive nature of the health information:

- Access to any additional identifiable data will require a data use
agreement or permissions\
- Users must maintain participant confidentiality\
- Any attempts to re-identify participants are prohibited

Access requires completion of a Data Use Agreement. Please contact the
corresponding author for details on obtaining access.

Code Availability: Corresponding code can be found at the github:
https://github.com/adityabn6/dHCT_dataset

# To Cite Data:

Jalin, A. M., Swatthong, N. M., Rozwadowski, M. M., Kumar, R. M., Braun, T. M., Carlozzi, N. M., Hanauer, D. M., Hassett, A. M., Tewari, M. M., Choi, S. M. Digital Biomarker Dataset in Hematopoietic Cell Transplantation: A Longitudinal Study of Caregiver-Patient Dyads (dHCT) [Data set], University of Michigan - Deep Blue Data.