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RV-007 · LX-PER(HW+FA)

Olga Goodman, MD

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RheumaView™ · RV-007 · LX-PER(HW+FA)
The Same Radiographs, Read Two Ways

One four-year peripheral series — bilateral hands, wrists, feet and ankles — read first as a conventional report, then as a RheumaView™ structured radiographic report.

De-identified caseFemaleage 69 baseline 2021RadiographHands/Wrists + Feet/Ankles
Complexity: Longitudinal · 3 timepoints (~4 yr) · Radiograph · multi-region
Why this is a longitudinal case

Longitudinal peripheral radiographic series in a 69-year-old woman with mixed connective tissue disease, clinically RA-dominant. The three timepoints span a real-world treatment course: prior remission on hydroxychloroquine and methotrexate, a flare with structural activity after several months off methotrexate in early 2025, and stabilization after therapy was restarted later that year. It is a representative case for interval-change assessment in immune-mediated peripheral joint disease across treatment interruption and re-escalation, bounded to peripheral radiographs (hands/wrists at all three dates; feet/ankles at the most recent). See how case complexity scales ↓.

structuredper-joint gradingpattern separation mimic-controllaterality quantifieddata-needs longitudinal baselineregion-matched interval deltasoutput-depth tiers
What a typical report says
Bilateral hand and wrist radiographs; bilateral foot and ankle radiographs
De-identified case · Female · age 69
Comparison: prior hand/wrist radiographs available.

Findings

Hands and wrists. Bones are somewhat demineralized. Mild degenerative-appearing changes at several finger joints with minimal joint-space narrowing. Mild degenerative change at the thumb bases. Metacarpophalangeal joints and carpal bones are unremarkable. No fracture. No aggressive osseous lesion.

Feet. Bilateral hallux valgus deformity with bunion formation. Degenerative changes at the great-toe joints. Mild degenerative change of the midfoot. No acute fracture.

Ankles. No fracture. Joint spaces are preserved. Small marginal spurs. No significant degenerative change.

Impression

  1. Mild degenerative changes of the hands, mainly at the finger joints and thumb bases. No aggressive or erosive process.
  2. Bilateral hallux valgus with degenerative changes of the great-toe joints; mild midfoot degenerative change.
  3. No acute fracture; unremarkable ankles.
  4. No significant interval change compared with prior hand radiographs.
Electronically signed.
RheumaView™ structured report
Patient ID: Caucasian female, age 69, DOB xxxx-xx-xx
Date(s): 2025-xx-xx (most recent study)
Prior study date(s): 2022-xx-xx, 2021-xx-xx
Region(s) & projection count: Bilateral hands/wrists, 6 hand projections total (PA, oblique, lateral bilaterally); bilateral feet, 6 foot projections total (AP/dorsoplantar, oblique, lateral bilaterally); bilateral ankles, 4 ankle projections total (AP/mortise-type and lateral bilaterally).
Adequacy statement: Coverage and exposure are adequate for compartment-level structural assessment and for longitudinal comparison of the hand/wrist series. No motion artifact materially limits interpretation.

Inter-study intervals: 2021-xx-xx → 2022-xx-xx ≈ 12 months; 2022-xx-xx → 2025-xx-xx ≈ 35 months (~2 yr 11 mo); total longitudinal span ≈ 47 months (~4 yr). Hand/wrist series at all three timepoints; feet/ankles at 2025-xx-xx only.

Findings — Hands / Wrists

Count: Multifocal abnormalities involve the thumb IP joints, DIP 2–5, PIP 2–5, first CMC joints, and probable triscaphe compartments bilaterally. MCP and carpal compartments are largely spared.

Distribution: Interphalangeal-predominant, greatest at the DIP joints; mild thumb-base involvement.

Laterality: Bilateral.

Morphology: Mild chronic joint-space narrowing with small marginal irregularity and very small osteophyte-like remodeling in the interphalangeal joints; tiny chronic erosive-type marginal cortical defects in several DIP joints. Mild degenerative first-CMC/triscaphe change.

Size / extent: Interphalangeal abnormalities are low-volume and focal. Erosive-type cortical defects are tiny, limited to small marginal concavities/interruptions, greatest at DIP3 bilaterally.

JSN grade: Thumb IP grade 1 bilaterally; DIP 2–5 predominantly grade 1 bilaterally; PIP 2–5 predominantly grade 1 bilaterally; first CMC grade 1 bilaterally; MCP 2–5 grade 0 bilaterally; radiocarpal/carpal destructive narrowing not convincingly demonstrated.

Symmetry pattern: High bilateral symmetry.

Confidence: High for mild chronic interphalangeal and thumb-base degenerative change; moderate for tiny chronic erosive-type DIP defects; low for inflammatory-destructive involvement beyond those tiny IP defects.

Right hand / wrist: Mild diffuse osteopenic/demineralized appearance. Mild IP-predominant narrowing involves thumb IP, DIP 2–5, and PIP 2–5, greatest at the DIP joints. Tiny chronic erosive-type marginal cortical defects are most conspicuous at DIP3 and are additionally present in lesser degree at DIP2, DIP4, and DIP5; subtler low-volume irregularity may be present at PIP2–3 and thumb IP. Mild first-CMC arthropathy with slight narrowing/sclerosis. Probable mild triscaphe degenerative change. MCP joint spaces remain preserved without convincing marginal erosions. No convincing MCP subluxation or ulnar drift of structural significance. Carpal/radiocarpal alignment is preserved without convincing erosive destruction, carpal height loss, or collapse pattern. No periostitis, pencil-in-cup remodeling, acro-osteolysis, or ankylosis.

Left hand / wrist: Mild diffuse osteopenic/demineralized appearance. Mild IP-predominant narrowing involves thumb IP, DIP 2–5, and PIP 2–5, greatest at the DIP joints. Tiny chronic erosive-type marginal cortical defects are most conspicuous at DIP3 and are additionally present in lesser degree at DIP2, DIP4, and DIP5; subtler low-volume irregularity may be present at PIP2–3 and thumb IP. Mild first-CMC arthropathy with slight narrowing/sclerosis. Probable mild triscaphe degenerative change. MCP joint spaces remain preserved without convincing marginal erosions. No convincing MCP subluxation or structurally significant ulnar drift. Carpal/radiocarpal alignment is preserved without convincing erosive destruction, lunate collapse, or carpal height loss. No periostitis, pencil-in-cup remodeling, acro-osteolysis, or ankylosis.

Findings — Feet / Ankles

Count: Bilateral abnormalities involve the first MTP joints, lesser toe alignment, first TMT/adjacent tarsometatarsal articulations, talonavicular region, anterior ankle margins, and plantar calcaneal insertions.

Distribution: Forefoot-dominant, first-ray dominant, with lesser mild midfoot and anterior ankle degenerative change.

Laterality: Bilateral.

Morphology: Hallux valgus/bunion deformity with chronic first-MTP osteoarthropathy, mild lesser toe crowding/deformity, mild midfoot degeneration, mild talonavicular/tarsal and anterior tibiotalar spurring, and small plantar calcaneal enthesophytes/spurs.

Size / extent: Hallux valgus is marked bilaterally. First-MTP arthropathy is moderate bilaterally. Remaining changes are mild. No convincing erosive defects are identified at MTP, midfoot, hindfoot, or ankle compartments.

JSN grade: First MTP grade 2 bilaterally; midfoot grade 1 bilaterally; tibiotalar joints grade 0 bilaterally.

Symmetry pattern: High bilateral symmetry.

Confidence: High.

Right foot / ankle: Marked hallux valgus deformity with bunion formation. Moderate first-MTP joint-space narrowing with subchondral sclerosis and chronic remodeling. Mild lesser toe crowding/deformity. Mild degenerative change at the first TMT and adjacent tarsometatarsal articulations. Mild dorsal talonavicular/tarsal spurring and mild anterior tibiotalar spurring. Tiny plantar calcaneal spur/enthesophyte. No convincing MTP erosions, inflammatory-pattern MTP subluxation, midfoot erosions, hindfoot erosions, or ankle erosions. Tibiotalar joint space is preserved. No acute fracture.

Left foot / ankle: Marked hallux valgus deformity with bunion formation. Moderate first-MTP joint-space narrowing with subchondral sclerosis and chronic remodeling. Mild lesser toe crowding/deformity. Mild degenerative change at the first TMT and adjacent tarsometatarsal articulations. Mild dorsal talonavicular/tarsal spurring and mild anterior tibiotalar spurring. Small plantar calcaneal spur. No convincing MTP erosions, inflammatory-pattern MTP subluxation, midfoot erosions, hindfoot erosions, or ankle erosions. Tibiotalar joint space is preserved. No acute fracture.

Comparison

Prior study date(s): 2022-xx-xx and 2021-xx-xx, hands/wrists only.

Interval description: Stable hand/wrist structural pattern from 2021-xx-xx through 2022-xx-xx to 2025-xx-xx. No prior foot/ankle radiographs are available for direct comparison.

Required numeric deltas, hands/wrists:

Δerosions: 0 convincing new MCP/carpal erosions; 0 convincing increase in the tiny chronic DIP-predominant erosive-type defects.
ΔJSN: 0 meaningful interval change overall; persistent mild grade-1 IP-predominant narrowing remains similar across all three time points.
Δosteophytes: 0 to minimal non-meaningful interval change.
Δsclerosis: 0 meaningful interval change.
Δalignment: 0 meaningful interval change; no convincing new inflammatory subluxation, drift, or carpal collapse pattern.
Δankylosis: 0.
ΔmTSS: no convincing meaningful increase supported by the visible hand/wrist images.

Region-matched longitudinal assessment:

Right hand/wrist: mild DIP/PIP-predominant chronic arthropathy and tiny DIP-focused erosive-type cortical defects are already present in 2021, remain similar in 2022, and remain similar in 2025. No convincing MCP erosive conversion and no convincing destructive carpal progression.
Left hand/wrist: mild DIP/PIP-predominant chronic arthropathy and tiny DIP-focused erosive-type cortical defects are already present in 2021, remain similar in 2022, and remain similar in 2025. No convincing MCP erosive conversion and no convincing lunate collapse or destructive carpal progression.
Feet/ankles: no matched earlier studies available; longitudinal deltas not applicable.

Impression

  1. Stable bilateral hand/wrist structural pattern from 2021-xx-xx through 2025-xx-xx.
  2. Mild symmetric interphalangeal-predominant chronic arthropathy involving thumb IP, DIP, and PIP joints bilaterally, with tiny chronic erosive-type cortical defects in several DIP joints, greatest at DIP3 bilaterally, on a background of mild degenerative change.
  3. No convincing radiographic progression of inflammatory arthropathy in the hands/wrists.
  4. No convincing MCP-dominant erosive rheumatoid-type destruction, no reliable inflammatory MCP subluxation, and no convincing destructive carpal collapse pattern on the provided studies.
  5. Bilateral marked hallux valgus/bunion deformity with moderate first-MTP osteoarthropathy, mild lesser toe deformity, mild midfoot degeneration, and mild anterior ankle/talonavicular spurring.
  6. No convincing erosive inflammatory arthropathy of the feet or ankles on the 2025-xx-xx study.
  7. Structural severity summary: mild chronic mixed hand arthropathy, degenerative-predominant; mild-to-moderate chronic mechanical/degenerative forefoot burden.

EMR-ready summary

Pattern tags: mixed, degenerative-predominant. Progression tag: stable. Serial hand/wrist radiographs from 2021-xx-xx, 2022-xx-xx, and 2025-xx-xx show mild symmetric DIP/PIP-predominant chronic arthropathy with tiny chronic erosive-type cortical defects in several DIP joints, greatest at the bilateral middle-finger DIP joints, without convincing interval progression and without definite MCP- or carpal-dominant erosive inflammatory destruction. Current feet/ankles show bilateral hallux valgus with bunion and moderate first-MTP osteoarthritis plus mild midfoot and anterior ankle/talonavicular degenerative change, without convincing erosive inflammatory forefoot or ankle disease. DISH absent. Fracture absent.

Patient ID: Caucasian female, age 69, DOB xxxx-xx-xx
Study Date: 2025-xx-xx
Comparison: 2022-xx-xx and 2021-xx-xx hand/wrist radiographs
Exam: Bilateral hands/wrists and bilateral feet/ankles
Projections: Hands PA/oblique/lateral bilaterally; feet AP-dorsoplantar/oblique/lateral bilaterally; ankles AP-mortise type and lateral bilaterally
Image quality: Adequate for interpretation and longitudinal structural assessment.

Inter-study intervals: 2021-xx-xx → 2022-xx-xx ≈ 12 months; 2022-xx-xx → 2025-xx-xx ≈ 35 months (~2 yr 11 mo); total longitudinal span ≈ 47 months (~4 yr). Hand/wrist series at all three timepoints; feet/ankles at 2025-xx-xx only.

Findings

Mild diffuse bilateral osteopenic/demineralized appearance.

Hands/wrists show mild symmetric interphalangeal-predominant chronic arthropathy involving the thumb IP joints, DIP 2–5, and PIP 2–5, greatest in the DIP joints. Mild bilateral first CMC arthropathy is present, with probable mild triscaphe degenerative change. Tiny chronic erosive-type marginal cortical irregularities are present in several DIP joints bilaterally, greatest at DIP3 and additionally present in lesser degree at DIP2, DIP4, and DIP5, with subtler low-volume irregularity at PIP2–3 and thumb IP joints. MCP joint spaces are preserved. No convincing MCP erosions, inflammatory MCP subluxation, carpal erosions, destructive radiocarpal change, carpal height loss, lunate collapse pattern, periostitis, pencil-in-cup change, acro-osteolysis, or ankylosis.

Feet/ankles show marked bilateral hallux valgus deformity with bunion formation and moderate bilateral first MTP osteoarthropathy. Mild bilateral lesser toe crowding/deformity. Mild bilateral midfoot degenerative change, including first TMT and adjacent tarsometatarsal articulations. Mild dorsal talonavicular/tarsal spurring and mild anterior tibiotalar spurring bilaterally. Small plantar calcaneal spur/enthesophyte bilaterally. No convincing erosive change in the MTP joints, midfoot, hindfoot, or ankles. Tibiotalar joint spaces are preserved. No acute fracture.

Comparison

Compared with 2022-xx-xx and 2021-xx-xx, the hand/wrist structural pattern is stable. Mild interphalangeal and first CMC degenerative change is unchanged. Tiny chronic DIP-predominant erosive-type cortical defects are not convincingly progressed. No new MCP or carpal erosive disease.

No prior foot/ankle radiographs are available here for direct comparison.

Impression

  1. Stable bilateral hand/wrist structural pattern compared with 2022-xx-xx and 2021-xx-xx.
  2. Mild symmetric interphalangeal-predominant chronic arthropathy with tiny chronic erosive-type defects in several DIP joints bilaterally, greatest at DIP3, on a background of mild degenerative change.
  3. No convincing radiographic progression of inflammatory arthropathy in the hands/wrists.
  4. No convincing MCP-dominant erosive rheumatoid-type destruction and no convincing destructive carpal collapse pattern on the provided studies.
  5. Bilateral marked hallux valgus/bunion deformity with moderate first MTP osteoarthropathy, mild lesser toe deformity, mild midfoot degeneration, and mild anterior ankle/talonavicular spurring.
  6. No convincing erosive inflammatory arthropathy in the feet or ankles on the current study.
Patient ID: Caucasian female, age 69, DOB xxxx-xx-xx
Study Date: 2025-xx-xx
Comparison: 2022-xx-xx and 2021-xx-xx hand/wrist radiographs
Exam: Bilateral hands/wrists and bilateral feet/ankles
Projections: Hands PA/oblique/lateral bilaterally; feet AP-dorsoplantar/oblique/lateral bilaterally; ankles AP-mortise type and lateral bilaterally
Image quality: Adequate for interpretation and longitudinal structural assessment.

Inter-study intervals: 2021-xx-xx → 2022-xx-xx ≈ 12 months; 2022-xx-xx → 2025-xx-xx ≈ 35 months (~2 yr 11 mo); total longitudinal span ≈ 47 months (~4 yr). Hand/wrist series at all three timepoints; feet/ankles at 2025-xx-xx only.

Findings — Hands / Wrists

Mild diffuse bilateral osteopenic/demineralized appearance.

There is mild symmetric interphalangeal-predominant arthropathy in both hands, involving the thumb interphalangeal joints, DIP 2–5, and PIP 2–5, greatest in the DIP joints. Mild bilateral first carpometacarpal arthropathy is present, with probable mild triscaphe degenerative change. MCP joint spaces are preserved. Radiocarpal alignment is maintained.

At high-sensitivity review, tiny chronic erosive-type marginal cortical irregularities are present in several interphalangeal joints bilaterally, most conspicuous at the third DIP joints and additionally present in the second, fourth, and fifth DIP joints, with subtler low-volume irregularity in the second and third PIP joints and thumb interphalangeal joints. No convincing erosions are identified in the MCP joints, carpus, or radiocarpal compartments. No convincing MCP subluxation, carpal collapse, lunate collapse pattern, periostitis, pencil-in-cup change, acro-osteolysis, or ankylosis.

Findings — Feet / Ankles

Marked bilateral hallux valgus deformity with bunion formation. Moderate bilateral first MTP osteoarthropathy with joint-space narrowing, sclerosis, and chronic remodeling. Mild bilateral lesser toe crowding/deformity. Mild bilateral midfoot degenerative change, including first TMT and adjacent tarsometatarsal articulations. Mild dorsal talonavicular/tarsal spurring and mild anterior tibiotalar spurring bilaterally. Small plantar calcaneal spur/enthesophyte bilaterally.

No convincing erosive change is identified in the MTP joints, midfoot, hindfoot, or ankle joints. Tibiotalar joint spaces are preserved. No acute fracture.

Comparison

Compared with 2022-xx-xx and 2021-xx-xx hand/wrist radiographs, overall hand/wrist structural pattern is stable. Mild interphalangeal and first CMC degenerative change is unchanged. Tiny chronic erosive-type interphalangeal cortical defects, greatest at the bilateral third DIP joints, are not convincingly progressed. No new MCP or carpal erosive disease.

No prior foot/ankle radiographs are available here for direct comparison.

Impression

  1. Stable bilateral hand/wrist radiographic appearance compared with 2022-xx-xx and 2021-xx-xx.
  2. Mild symmetric interphalangeal-predominant chronic arthropathy with tiny chronic erosive-type defects in several DIP joints bilaterally, greatest at the third DIP joints, on a background of mild degenerative change.
  3. No convincing radiographic progression of inflammatory arthropathy in the hands/wrists.
  4. No convincing MCP-dominant erosive rheumatoid-pattern destruction and no convincing destructive carpal collapse pattern on the provided studies.
  5. Bilateral marked hallux valgus/bunion deformity with moderate first MTP osteoarthropathy, mild lesser toe deformity, mild midfoot degeneration, and mild anterior ankle/talonavicular spurring.
  6. No convincing erosive inflammatory arthropathy identified in the feet or ankles on this study.
Analytic addendum
Research addendum

excerpt · image-derived semiquantitative · not formal central-read scores

Structured as a research-tier addendum with numeric tables, longitudinal delta matrices, symmetry analytics, age-normalized outputs, proxy bone-health linkage, composite metrics, and QA/reliability blocks, which are the expected components of the full research tier.

A. Quantitative Joint Scoring — Full Multiregional Table

A1. Current study numeric scoring (2025-xx-xx)

Scales used in this addendum: JSN 0–4; Erosion score 0–4; Osteophyte/remodeling 0–4; Sclerosis 0–4; JLI (joint-line integrity loss) 0–4; Burden summary score 0–4. Numeric scoring in the research tier is allowed and expected; where structural lexemes exist, descriptor-complete quantified entries are required.

Joint group / regionSideErosion countErosion scoreJSN scoreOsteophyte / remodelingSclerosisJLI lossAlignment / deformityQuant indexConfidence
Thumb IPR1 tiny possible111010Mixed-IP 1.0Low-Mod
Thumb IPL1 tiny possible111010Mixed-IP 1.0Low-Mod
DIP 2–5R4 small foci total211010IP-E score 2.5Moderate
DIP 2–5L4 small foci total211010IP-E score 2.5Moderate
PIP 2–5R2 subtle low-volume sites110010PIP-Mixed 1.0Low
PIP 2–5L2 subtle low-volume sites110010PIP-Mixed 1.0Low
MCP 1–5R0 convincing000000MCP 0.0High
MCP 1–5L0 convincing000000MCP 0.0High
First CMCR0011110CMC-OA 1.5High
First CMCL0011110CMC-OA 1.5High
TriscapheR0010010TS 1.0Moderate
TriscapheL0010010TS 1.0Moderate
Radiocarpal / intercarpalR0 convincing000000Wrist 0.0High
Radiocarpal / intercarpalL0 convincing000000Wrist 0.0High
First MTPR0 convincing022223 hallux valgusMTP1-OA 3.0High
First MTPL0 convincing022223 hallux valgusMTP1-OA 3.0High
MTP 2–5R0 convincing000001 mild crowdingLesser-MTP 0.5High
MTP 2–5L0 convincing000001 mild crowdingLesser-MTP 0.5High
Tarsal / midfootR0011010Midfoot 1.0High
Tarsal / midfootL0011010Midfoot 1.0High
Tibiotalar ankleR0001 anterior spur000Ankle 0.5High
Tibiotalar ankleL0001 anterior spur000Ankle 0.5High
Plantar calcaneal insertionR00NA10NA0Enthesis 0.5High
Plantar calcaneal insertionL00NA10NA0Enthesis 0.5High

A2. Region-level burden scores

RegionErosion burden 0–4JSN burden 0–4Remodeling burden 0–4Alignment burden 0–4Region Composite Burden Score (RCBS) 0–1
Right hand/wrist1.01.01.00.00.29
Left hand/wrist1.01.01.00.00.29
Right foot/ankle0.01.51.52.00.42
Left foot/ankle0.01.51.52.00.42

A3. Joint-group longitudinal matrix

Master Protocol requires region rows and quantitative continuity when priors exist; longitudinal matrices are explicitly expected in the research tier.

Joint group2021 score2022 score2025 scoreΔ21→22Δ22→25Δ21→25
Thumb IP (bilateral mean)1.01.01.00.00.00.0
DIP 2–5 (bilateral mean)2.42.52.5+0.10.0+0.1
PIP 2–5 (bilateral mean)1.01.01.00.00.00.0
MCP 1–5 (bilateral mean)0.00.00.00.00.00.0
First CMC / triscaphe (bilateral mean)1.41.41.50.0+0.1+0.1
Wrist destructive score0.00.00.00.00.00.0

B. Full Symmetry Analytics

Expanded symmetry matrices and bilateral balance outputs are part of the full research tier.

B1. Hand Symmetry Matrix (HSM+)

Hand domainSymmetry index 0–1Interpretation
DIP burden symmetry0.97Very high symmetry
PIP burden symmetry0.96Very high symmetry
MCP preservation symmetry1.00Complete symmetry
Thumb-base burden symmetry0.95Very high symmetry
Carpal preservation symmetry1.00Complete symmetry
Global hand symmetry0.97Strong bilateral concordance

B2. Foot–Ankle Symmetry Matrix

Foot/ankle domainSymmetry index 0–1Interpretation
Hallux valgus burden symmetry0.98Very high symmetry
First-MTP OA burden symmetry1.00Complete symmetry
Midfoot burden symmetry0.96Very high symmetry
Ankle spur burden symmetry1.00Complete symmetry
Global foot/ankle symmetry0.99Strong bilateral concordance

B3. Inter-side difference vectors

MetricRLAbsolute difference
Hand RCBS0.290.290.00
Foot/ankle RCBS0.420.420.00
DIP erosion score mean2.02.00.0
First-MTP OA score3.03.00.0

C. Composite Metrics — Expanded Set

The research tier may include RSI, RSI-lite, RSI-S, CDTI, QCL, QCR, and RCBS as numeric outputs with neutral labels only.

Composite metricValueBand
RSI — Radiographic Stability Index0.91Stable
RSI-lite (hands only)0.94Stable
RSI-S — Stability Subindex0.89Stable
CDTI — Composite Degenerative/Traction Index0.46Mild-moderate mechanical burden
CTDM — Traction–Degeneration Matrix score0.41Forefoot-weighted
QCR — Quality of Composite Region0.88High
Global RCBS0.36Low-moderate total burden
Structural Drift Score0.11Minimal drift
Destructive Conversion Score0.04Not supported
Cross-region discordance score0.31Feet mechanically exceed hands

C1. Region composite table

RegionRSI-regionRCBSDrift scorePattern class
Right hand/wrist0.930.290.08Stable low-burden mixed
Left hand/wrist0.930.290.08Stable low-burden mixed
Right foot/ankleSingle-timepoint0.42NAMechanical forefoot-predominant
Left foot/ankleSingle-timepoint0.42NAMechanical forefoot-predominant

D. Age-Normalized Analytics

Age-normalized overlays and deviation tables are part of the full research tier.

Reference frame used here: 69-year-old Caucasian female at current study date.

Region/domainAge-expected burden bandObserved scoreAge-normalized deviation (ΔAN)Interpretation
Hand DIP/PIP chronic changeLow-mild expected1.1+0.2Slightly above smooth age-only background
Thumb-base OAMild expected1.5+0.1Near age-compatible mild burden
Carpal destructive burdenLow expected0.0-0.2Below destructive expectation
First-MTP mechanical OAMild-moderate expected3.0+0.5Above average age-matched burden
Midfoot degenerationMild expected1.00.0Age-compatible
Global burdenLow-moderate expected0.36+0.1Low-moderate total deviation

D1. Age-normalized bone-quality estimate (BQE-AN, proxy)

RegionBQE-AN 0–1Comment
Hands/wrists0.63Mild demineralization signal
Feet/ankles0.71No marked generalized fragility pattern
Global proxy BQE-AN0.67Borderline-low bone-quality signal by radiograph only

E. DEXA–Radiograph Linkage / Proxy Bone-Health Block

The full research tier includes DEXA–radiograph linkage when DEXA is present, and proxy-stack mineralization modeling when DEXA is absent. Advanced MB outputs such as RBQV, MII, CMIS, and drift class are defined for research-tier use only.

DEXA status: no densitometric dataset attached in this case package.

Mode used: proxy-only radiographic bone-health mode.

Proxy metricValueBand / flag
RBQV — Radiographic Bone Quality Vector0.62Mild deviation
RBQV completeness0.78Adequate proxy completeness
MII — Mineralization Integrity Index (proxy)0.69Borderline
CMIS — Composite Metabolic Integrity Score0.66Borderline
Metabolic drift class0Stable
Proxy uncertainty index0.34Moderate uncertainty
Proxy stack IDRBQV+age-normal+symmetryApplied

E1. Bone-health subcomponents

SubcomponentScore 0–1
Cortical deviation0.58
Trabecular rarefaction signal0.61
Endosteal resorption deviation0.55
Subchondral lucency index0.22
Periarticular halo metric0.48

F. Longitudinal Analytics — Full Temporal Engine

READY-tier research outputs may include structured deltas for erosions, JSN, osteophytes, sclerosis, joint-line integrity, and bone-quality metrics, plus trajectory vectors and drift estimates.

F1. Pairwise deltas — hands/wrists only

Metric2021→20222022→20252021→2025
Δ erosion count000
Δ erosion score+0.10.0+0.1
Δ JSN score0.0+0.1+0.1
Δ osteophyte/remodeling0.0+0.1+0.1
Δ sclerosis0.00.00.0
Δ JLI loss0.00.00.0
Δ alignment burden0.00.00.0
Δ BQE-AN proxy-0.01-0.01-0.02

F2. Temporal stability outputs

MetricValue
Temporal stability score0.90
Visit-to-visit drift estimate0.10
Bimanual temporal divergence0.02
Trajectory deviation marker0.08
Confidence Decay Curve (CDC) endpoint0.86

F3. Trajectory vector labels

RegionMTVΔ-TZIStability label
Hands/wristsFlat-minimally rising0.09Stable
Feet/anklesSingle-timepoint onlyNANot longitudinally scored

G. Regional Clustering & Severity Maps

Regional severity maps, text-mode heatmaps, and morphology clustering are part of the full research tier.

G1. Region Severity Map (RSM)

Region clusterScore 0–4Cluster confidence
Hand DIP/PIP mixed cluster1.20.82
Thumb-base degenerative cluster1.50.88
MCP preservation cluster0.00.96
Carpal preservation cluster0.00.94
First-ray mechanical forefoot cluster3.00.95
Midfoot mild-degenerative cluster1.00.89
Anterior ankle spur cluster0.50.93

G2. Adjacency-based cross-region consistency (ACRC)

Adjacency pairConsistency index 0–1
MCP ↔ PIP0.34
PIP ↔ DIP0.88
First MTP ↔ lesser MTP0.42
Midfoot ↔ ankle0.71

H. QA / Reliability Indicators

QCL, MAPR/CSW-style reliability, and QA indicators belong in the research addendum and must stay outside the clinical narrative.

H1. Reliability table

DomainScore 0–1
Hand/wrist overall read reliability0.84
Tiny DIP-defect attribution reliability0.68
MCP non-erosive conclusion reliability0.91
Carpal non-destructive conclusion reliability0.90
Foot/ankle overall read reliability0.93
Longitudinal stability reliability0.87

H2. Concordance / integrity table

QA metricScore 0–1Note
QCL — Quantitative Concordance Layer0.87Internal consistency high
Agreement index0.88Narrative-table agreement high
OPL-table completeness1.00All declared current-study regions represented
Temporal completeness0.83Feet/ankles lack priors
Data-quality risk0.12Low

H3. Missingness / limitation flags

FlagStatus
Prior feet/ankles absentYes
DEXA absentYes
Prosthesis exclusion requiredNo
Inadequate region for scoringNo convincing current-study region inadequacy

Experimental Research Addendum

Experimental content is additive, non-blocking, and must remain isolated from the validated clinical core.

I. Prototype Composite Metrics

MetricValue
Alternate Stability Curve0.92
Alternate Discrepancy Map score0.33
Small-Defect Persistence Index0.89
Mechanical Dominance Ratio1.74

J. Extended Bone-Health Models

MetricValueComment
Bone-fragility overlay0.21Low
Bone-health / destruction divergence0.72Present
Structural resilience index0.79Preserved overall

K. Infection / Oncologic Advanced Operators

MetricValue
Infection-pattern concern index0.05
Focal lytic concern index0.03
Therapy-response structural stability signature0.88

L. Advanced Symmetry Maps

MetricValue
Higher-order hand concordance0.96
Higher-order foot concordance0.98
Global asymmetry gradient0.04

M. Genetic / Developmental Modulation (exploratory)

GEN outputs are defined as research-only, with 0–1 confidence-style indices and drift classes.

MetricValue
Developmental Modulation Index (DMI)0.41
Genetic Modulation Amplitude (GMA)0.18
Variant Pattern ClassMixed / low-amplitude
Genetic Drift ClassGDC-0 minimal
GEN phase confidence0.52
GEN longitudinal consistency index0.90
GEN composite confidence index0.73

N. Final analytic extraction summary

DomainNumeric summary
Global structural classRCBS 0.36, RSI 0.91
Hand longitudinal classStable, drift 0.10
Foot mechanical classFirst-ray dominant, RCBS 0.42 per side
Bone-health proxy classMII 0.69, CMIS 0.66
Overall research-tier patternStable mixed pattern, degenerative/mechanical burden exceeds destructive inflammatory burden
Radiographs — baseline 2021 (hands/wrists)
Radiographs — 2022 (hands/wrists)
Radiographs — 2025 (hands/wrists, feet, ankles)
How case complexity scales
Foundational
 

Single-date, one modality. A single structural snapshot.

Longitudinal
This case

Multiple timepoints contribute a baseline and region-matched interval comparison. Here, three hand/wrist dates span a treatment interruption and re-escalation.

Multi-modality
 

More than one modality (e.g. MRI/US/DEXA) compounds the read with cross-modal correlation.

Olga Goodman, MD

Rheumatologist and creator of RheumaView™.