An exploratory, prospective, single centre method comparison study between Synovo's Digital Disease Activity Score (DDAS) and the DAS28, the clinical reference standard used in rheumatology clinics worldwide, conducted at the Aap Ka Clinic Research Centre, Lahore, Pakistan. The dataset covers 113 paired assessments from 61 participants across the full disease activity spectrum, with 31 participants followed across two or more visits to test tracking over time.
Synovo has completed an exploratory single centre study comparing its Digital Disease Activity Score with the DAS28 clinical reference standard, conducted at the Aap Ka Clinic Research Centre, Lahore, Pakistan under that clinic's IRB, approved 21 October 2025. It was not an NHS study; the Bedfordshire NHS clinical audit is a separate activity. The dataset spans 113 paired assessments from 61 participants across remission, low, moderate and high disease activity. Thirty participants attended once and 31 attended twice or more, giving 52 within patient transitions to test whether the score can track real world disease progression and treatment response.
The result is clear. The DDAS now produces clinician grade disease activity scores from a smartphone, with statistical performance that meets the threshold for clinical equivalence and longitudinal performance that matches in clinic monitoring point for point.
Pearson r of 0.94, 95% confidence interval 0.92 to 0.96, and R squared of 0.89 between DDAS and DAS28. Spearman rank correlation of 0.93 and an intraclass correlation of 0.94 confirm the same relationship without assuming a linear form.
The best fit line is DDAS = 0.99 x DAS28 + 0.07. A slope of 0.99 with an intercept of 0.07 means the two scores sit on the same scale and move together at the same rate, with no scaling or calibration required.
Interpretation. In the earlier pilot the slope was compressed, capturing the right pattern at a different magnitude. With balanced sampling and a refined algorithm, the digital and clinical scores have now converged. The practical implication is significant: a remote smartphone assessment can produce a disease activity score that a rheumatologist reads with the same framework they use today, with no retraining and no parallel scoring system.
A correlation at a single visit shows the score reads disease activity correctly. A correlation across follow up visits shows whether the system can monitor patients between appointments, which is the question that matters for clinical adoption.
Thirty one participants were assessed across two or more follow up visits, giving 52 within patient transitions where both DAS28 and DDAS were recorded.
The standard NHS rheumatology pathway sees patients every 3 to 6 months. Between appointments, flares are missed and treatment effect is estimated rather than measured. The DDAS fills that gap, letting a clinician see whether a patient is improving or deteriorating with the same directional certainty as an in clinic visit. For investors, this is the difference between a screening tool and a monitoring platform.
Correlation shows the two scores move together. Agreement shows whether a clinician can read the digital score on the thresholds they already use.
Bland and Altman analysis gives a mean bias of 0.02 points, 95% confidence interval -0.09 to +0.14, with limits of agreement from -1.18 to +1.22. A bias this close to zero means the DDAS does not systematically read high or low against DAS28. The mean absolute error between a DDAS reading and its matched DAS28 is 0.48 points, with a median of 0.38.
The model underpinning Synovo's motion analysis engine, built with proprietary in house vision models, detected and tracked joint landmarks across all test videos for the joint analysis and range of motion calculation that feed the DDAS. The figures below describe how the pipeline performed operationally. This study did not validate the vision model against an annotated ground truth reference, so they are measures of processing reliability, not of measurement accuracy.
At home monitoring through a simple video capture and questionnaire. No travel, no waiting rooms, no time off work and no needles.
Frees clinician time, surfaces flares earlier, and lets teams prioritise the patients who need to be seen in person rather than reviewing everyone on a default cycle.
Scalable, cost effective monitoring for chronic rheumatology patients across NHS trusts, with a clear pathway to similar conditions where disease activity scoring drives treatment.
Continuous between visit data means treatment can change when the disease shifts, not months later at the next scheduled appointment.
| Sample size | 113 paired assessments from 61 participants, balanced across activity levels |
| Correlation to DAS28 | Pearson r 0.94, 95% CI 0.92 to 0.96, R squared 0.89, Spearman 0.93, ICC 0.94 (95% CI 0.92 to 0.96) |
| Trend slope | DDAS = 0.99 x DAS28 + 0.07 |
| Longitudinal validation | 31 participants across follow up visits, 90.4 percent direction agreement, 47 of 52 transitions |
| Agreement | Mean bias 0.02 (95% CI -0.09 to +0.14), limits of agreement -1.18 to +1.22, mean absolute difference 0.48 points, median 0.38, RMSE 0.61 |
| Band agreement | 78.8 percent exact across four bands, 98.2 percent within one band |
| Vision pipeline | 452 videos processed, none excluded, 96 percent mean per frame landmark confidence as an internal measure |
| Study period | October 2025 to July 2026, single centre |
| Study site | Aap Ka Clinic Research Centre, Lahore, Pakistan. Ethics: Aap Ka Clinic IRB, approved 21 October 2025. Not an NHS study. |
| Model | DDAS, locked version 1.1.2 |
With the exploratory single centre study complete, the focus shifts to independent and multi centre validation and to regulatory progression. The following are planned.
With a Pearson correlation of 0.94, a near one to one slope, a mean bias of effectively zero and direction agreement of 90.4 percent overall, rising to 97.1 percent where the clinical score moved meaningfully, the DDAS demonstrates the consistency required for clinical use. It delivers a clinician grade disease activity score from home based assessments, reducing dependence on blood tests and in person evaluations while supporting earlier intervention and lower per patient monitoring costs.
Status. Exploratory single centre validation complete. Independent and multi centre validation ongoing.
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