Three-month-old C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for 0.5, 1, 3, or 5 months. n=6 mice per group. (A) Safranin O-fast green staining of the tibia subchondral bone medial …
Three-month-old C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for 3 months. Body weight (A), Lean mass (B), Fat mass (C), Blood glucose (D), and serum MDA (E) of the mice were …
Three-month-old C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for 1, 3, or 5 months. n=6 mice per group. Coronal and transverse view of micro-computed tomography scanning of knee …
Three-month-old female C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for 1 month. n=6 mice per group. Three-dimensional micro-computed tomography (μCT) images (A) and quantitative …
Two- and 4-month-old STR/Ort mice were euthanized. Body weight (A), blood triglyceride (TG) (B), and cholesterol (C) of the mice were measured. (D–E) Safranin O-fast green staining of the tibia …
(A–E) Three-month-old C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for 0.5 month or 1 month. n=6 mice per group. Immunohistochemical staining of knee joint tissue sections with …
(A–B) Three-month-old Cdkn2atdTom mice were fed a standard chow-food diet (CHD) or HFD for different time periods as indicated, n=6 mice per group. Fluorescence images showing tdTom+ cells (red) (A) …
Three-month-old C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for 1 or 3 months. Immunofluorescence staining of HMGB1 (green) (A) and Lamin B1 (red) (C) with quantification of the …
STR/Ort mice were euthanized at 2 months. SA-βGal staining (A) and quantification of SA-βGal+ cells in subchondral bone marrow area (B), Scale bar, 100 μm(up), 50 μm(down). Immunohistochemical …
Three-month-old Cdkn2atdTom mice were fed a CHD or HFD for 0.5 month or 1 month, n=6 mice per group. Immunofluorescence staining of knee joint tissue sections with antibody against VPP3. Double …
(A–H) Three-month-old Tnfrsf11aCre/+; Cdkn2aflox/flox mice (p16cko) and Cdkn2aflox/flox littermates (wild-type [WT]) were fed a standard chow-food diet (CHD) or HFD for 1 months, n=6 mice per group. …
Three-month-old Tnfrsf11aCre/+; Cdkn2aflox/flox mice (p16cko) and Cdkn2aflox/flox littermates (wild-type [WT]) were fed a standard chow-food diet (CHD) or HFD for 1 months, n=6 mice per group. …
Three-month-old Cdkn2aflox/flox mice were fed a standard chow-food diet (CHD). Three-month-old Tnfrsf11aCre/+; Cdkn2aflox/flox mice(p16cko) and Cdkn2aflox/flox littermates (wild-type [WT]) were fed …
(A) Experimental procedure: Monocytes/macrophages were incubated with osteoclastogenesis medium (macrophage colony stimulating factor [M-CSF] and receptor activator of nuclear factor kappa-B ligand …
(A) Procedure for preparation of senescent preosteoclasts. Isolated bone marrow monocytes/macrophages were treated with M-CSF and RANKL for 3 days to obtain mononuclear preosteoclasts. Cellular …
RNA-seq was performed using senescent preosteoclasts and non-senescent preosteoclasts. (A) 150 aging/senescence-induced genes (ASIGs) were defined based on previously published studies (see …
(A–D) Representative images (A, C) and the quantified CFU-F frequency (B), and CFU-OB frequency (D) of bone marrow stromal cells treated with control conditioned medium (Con-CM) or senescent …
Three-month-old C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for different time periods as indicated, n=6 mice per group. Immunofluorescence staining of knee joint tissue sections …
Three-month-old C57BL/6 mice were fed a standard chow-food diet (CHD) or HFD for 5 months. During the last 2 months of the HFD challenge, the mice also received celecoxib (16 mg/kg–1 daily) or …
PS-matched MetS-OA versus PTOA participants | |
---|---|
Knee OA standard outcomes | Hazard ratio (95% Confidence Interval), p-value, Sample size, Number of events* [MetS-OA: PTOA] |
Knee OA incidence | 0.89 (0.56–1.41), p:0.609, N:184 (92:92), Event [34:36] |
Knee OA progression | 1.04 (0.73–1.49), p:0.822, N:316 (158:158), Event [65:62] |
Symptomatic incidence (NASS) | 0.95 (0.54–1.67), p:0.859, N:338 (169:169), Event [28:30] |
Subchondral BML Worsening (MOAKS) | Odds ratio (95% Confidence Interval), P-value, N:338 (169:169), Number of events* [MetS-OA: PTOA] |
Worsening in number of affected subregions with BML | 1.37 (1.06–1.77), p:0.015 Improvement, [16:31] No change, [92:84] Worsening, [61:54] |
Worsening in the number of affected subregions | 0.44 (0.22–0.87), p:0.018 Yes, [31:16] |
Maximum worsening in BML score | 1.17 (0.85–1.6), p:0.337 No change, [83:91] Worsening by ≤1 grade, [59:54] by ≥2 grades, [27:24] |
Improvement in the subregions' BML score | 0.82 (0.51–1.30), p:0.389 Yes, [90:98] |
Standard OA outcomes (baseline to 8th year) and validated MOAKS measures of subchondral BML worsening (between baseline and 24 month visit) were assessed between knees of participants with MetS-OA and their PS-matched knees of participants with PTOA. Cox proportional hazards were used for standard OA outcomes, and participants had a mean follow-up duration of 6.9 years (median and 1st and 3rd quartiles of 8 years). and logistic mixed-effect regression models were used for subchondral BML assessments. Knees of participants were matched for confounders using the 1:1 PS matching method. All analyses were adjusted for the baseline Kellgren-Lawrence (KL) and Osteoarthritis Research Society International medial joint space narrowing (OARSI JSN) grades of knees. Standard OA outcomes included knee OA incidence defined by KL grade ≥2 in participants with KL equal to 0–1, knee OA progression defined by partial or whole grade progression in OARSI JSN grade, and knee OA symptomatic incidence measured by NASS. Subchondral BML worsening was assessed using standard MOAKS measures. N corresponds to the total number of knees included in each analysis and the number of matched knees of MetS-OA and PTOA participants in the parenthesis.
Number of events for each outcome has been shown separately for participants with MetS-OA and PTOA in the brackets.
BML: Bone marrow lesion, COX2I: Cyclooxygenase 2 inhibitor, MetS: metabolic syndrome, MOAKS: MRI Osteoarthritis Knee Score, NASS: non-acceptable symptomatic state, PS: propensity score, OA: osteoarthritis.
COX2I users vs. non-selective NSAID usersHazard ratio (95% Confidence Interval), p-value, Sample size,Number of events* [COX2I: NSAID] | ||
---|---|---|
MetS-OA+ | MetS-OA– | |
Knee OA incidence | 0.42 (0.04–4.77), p:0.487, N: 30 (15:15), Events* [2:3] | 0.62 (0.13–2.84), p:0.537, N: 118 (59:59), Events* [5:9] |
Knee OA progression | 0.18 (0.04–0.85), p:0.030, N: 94 (47:47), Events* [2:8] | 0.96 (0.53–1.74), p:0.886, N: 266 (133:133), Events* [21:23] |
Symptomatic incidence (NASS) | 0.8 (0.27–2.4), p:0.689, N: 108 (54:54), Events* [2:3] | 1.56 (0.63–3.89), p:0.337, N: 324 (162:162), Events* [18:12] |
COX2I: cyclooxygenase 2 inhibitor, MetS: metabolic syndrome, NASS: non-acceptable symptomatic state, NSAID: Non-Steroidal Anti-Inflammatory Drug, OA: Osteoarthritis. Standard OA outcomes were compared between knees of COX2 inhibitor users vs. matched non-selective NSAID users. Analysis was stratified analysis for the presence of MetS-associated OA (MetS-OA+ vs. MetS-OA–). Cox proportional hazards were used. Knees of participants were matched for confounders using the 1:1 propensity-score matching method. Events are knee OA incidence defined by Kellgren-Lawrence (KL) grade ≥2 in participants with KL equal to 0–1, knee OA progression defined by partial or whole grade progression in Osteoarthritis Research Society International medial joint space narrowing grade, and knee OA symptomatic incidence measured by NASS. The mean follow-up duration for standard knee OA outcomes was 4.4 years (median: 4 years, 1st and 3rd quartiles of 1 and 8 years). N corresponds to the total number of knees included in each analysis and the number of matched knees of COX2 inhibitor users vs. non-selective NSAID users in the parentheses.
Number of events for each outcome has been shown separately in the brackets for COX2 inhibitor users and non-selective NSAID users.
Subchondral BML Worsening (MOAKS) | COX2 inhibitor users vs. non-selective NSAID users with MetS-OA | |
---|---|---|
Odds ratio (95% Confidence Interval), p-value, Sample size | Number of events in each group[COX2 inhibitor: NSAID]* | |
Worsening in number of affected subregions with BML | 0.35 (0.13–0.93), p:0.035, N: 88 (44:44) | Improvement, [3:2] No change, [14:9] Worsening, [27:33] |
Improvement in number of affected subregions | 1.21 (0.19–7.72), p:0.839, N: 88 (44:44) | Yes, [3:2] |
Maximum worsening in BML score | 0.45 (0.2–0.99), p:0.046, N: 88 (44:44) | No change, [18:9] Worsening by ≤1 grade, [22:27] by ≥2 grades, 4:8 |
Improvement in the subregions' BML score | 1.28 (0.33–5.00), p:0.722, N: 88 (44:44) | Yes, [9:6] |
Among the PS-matched COX2 inhibitor users and non-selective NSAID users with MetS-OA, participants with available baseline and 24-month follow-up MRIs were included. A musculoskeletal radiologist read and scored MRIs according to validated MOAKS measures of subchondral BML worsening. Logistic mixed-effect regression models were used for subchondral BML assessments. All analyses were adjusted for the baseline Kellgren-Lawrence (KL) and Osteoarthritis Research Society International medial joint space narrowing (OARSI JSN) grades of knees. Subchondral BML worsening was assessed using standard MOAKS measures. N corresponds to the total number of knees included in each analysis and the number of matched knees of MetS-OA and PTOA participants in the parenthesis.
Number of events for each outcome has been shown separately in the brackets for COX2 inhibitor users and non-selective NSAID users.
BML: Bone marrow lesion, MetS: metabolic syndrome, MOAKS: MRI Osteoarthritis Knee Score, NSAID: Non-Steroidal Anti-Inflammatory Drug, OA: osteoarthritis.
With BMI in the matching model, MetS+ participants have lower mean KL grades, and without its inclusion, MetS+ participants have higher mean KL grades.
All OAI subjects | Matched subjects without BMI in matching | Matched subjects with BMI in matching | |||||||
---|---|---|---|---|---|---|---|---|---|
MetS– | MetS+ | MetS– | MetS+ | MetS– | MetS+ | ||||
7459 | 1810 | SMD | 1803 | 1803 | SMD | N: 1800 | N: 1800 | SMD | |
Variables included in the PS matching model | |||||||||
Age (year) [mean (SD)] | 60.38 (9.09) | 64.94 (8.49) | 0.52 | 65.22 (8.95) | 64.90 (8.48) | 0.04 | 65.12 (8.47) | 64.87 (8.46) | 0.03 |
Sex, Female, N (%) | 4426 (59.3) | 985 (54.4) | 0.10 | 1043 (57.8) | 985 (54.6) | 0.07 | 1014 (56.3) | 983 (54.6) | 0.04 |
Non-white race [N (%)] | 1468 (19.7) | 494 (27.3) | 0.18 | 439 (24.4) | 487 (27.0) | 0.06 | 481 (26.8) | 488 (27.1) | 0.01 |
BMI (kg/m2) [mean (SD)] | 28.23 (4.78) | 30.71 (4.43) | 0.54 | 28.09 (4.52) | 30.72 (4.43) | 0.59 | 30.51 (4.53) | 30.69 (4.43) | 0.04 |
Smoking, current smoker [N (%)] | 517 (6.9) | 120 (6.6) | 0.01 | 113 (6.3) | 120 (6.7) | 0.02 | 107 (5.9) | 120 (6.7) | 0.03 |
Alcohol use, ≥1/week [N (%)] | 3250 (43.6) | 698 (38.6) | 0.10 | 689 (38.2) | 698 (38.7) | 0.01 | 733 (40.7) | 696 (38.7) | 0.04 |
PASE score [mean (SD)] | 165.42 (83.48) | 141.00 (76.02) | 0.31 | 137.63 (72.17) | 141.25 (76.03) | 0.05 | 143.72 (78.12) | 141.42 (75.89) | 0.03 |
Variables not included in the PS matching model | |||||||||
KL grade, N (%) | 0.21 | 0.12 | 0.11 | ||||||
Grade 0 | 2875 (38.5) | 540 (29.8) | 634 (35.2) | 538 (29.8) | 511 (28.4) | 539 (29.9) | |||
Grade 1 | 1318 (17.7) | 345 (19.1) | 317 (17.6) | 342 (19.0) | 283 (15.7) | 342 (19.0) | |||
Grade 2 | 2019 (27.1) | 515 (28.5) | 496 (27.5) | 514 (28.5) | 549 (30.5) | 511 (28.4) | |||
Grade 3 | 1005 (13.5) | 332 (18.3) | 296 (16.4) | 331 (18.4) | 375 (20.8) | 331 (18.4) | |||
Grade 4 | 242 (3.2) | 78 (4.3) | 60 (3.3) | 78 (4.3) | 82 (4.6) | 77 (4.3) | |||
Medial JSN score, N (%) | 0.22 | 0.17 | 0.04 | ||||||
Grade 0 | 4625 (65.9) | 937 (55.9) | 1068 (63.4) | 933 (55.8) | 959 (57.1) | 936 (56.0) | |||
Grade 1 | 1503 (21.4) | 431 (25.7) | 379 (22.5) | 430 (25.7) | 409 (24.4) | 427 (25.6) | |||
Grade 2 | 742 (10.6) | 255 (15.2) | 205 (12.2) | 254 (15.2) | 265 (15.8) | 254 (15.2) | |||
Grade 3 | 148 (2.1) | 54 (3.2) | 32 (1.9) | 54 (3.2) | 46 (2.7) | 54 (3.2) | |||
WOMAC pain score (mean (SD)) | 2.35 (3.28) | 2.96 (3.56) | 0.18 | 2.43 (3.27) | 2.96 (3.56) | 0.16 | 2.75 (3.62) | 2.95 (3.56) | 0.06 |
Cardio/Cerebrovascular diseases, N (%) | 239 (3.3) | 196 (11.4) | 0.31 | 79 (4.5) | 196 (11.4) | 0.26 | 82 (4.7) | 192 (11.2) | 0.24 |
Hypertension [N (%)] | 2704 (36.3) | 1734 (95.8) | 1.62 | 750 (41.6) | 1728 (95.8) | 1.44 | 829 (46.1) | 1724 (95.8) | 1.31 |
Diabetes Mellitus [N (%)] | 86 (1.2) | 646 (36.7) | 1.02 | 18 (1.0) | 641 (36.5) | 1.02 | 13 (0.7) | 636 (36.3) | 1.03 |
Dyslipidemia [N (%)] | 1010 (13.5) | 1599 (88.3) | 2.26 | 257 (14.3) | 1594 (88.4) | 2.21 | 272 (15.1) | 1591 (88.4) | 2.16 |
Abdominal obesity [N (%)] | 6293 (84.6) | 1810 (100.0) | 0.60 | 1535 (85.4) | 1803 (100.0) | 0.58 | 1659 (92.6) | 1800 (100.0) | 0.40 |
Human osteoarthritis initiative datasets used in the study.
(A) Baseline characteristics of the participants according to presence of metabolic syndrome-associated OA (MetS+ PTOA– versus PTOA+ MetS–) before and after propensity score matching.(B) Baseline characteristics of human COX2 inhibitor and non-selective NSAID users included in the study, before and after propensity score matching. Matched participants were includde in the analysis of COX2 inhibitor use association with OA outcomes, according to its phenotype.(C) Osteoarthritis Initiative (OAI) datasets used in the study. (D) Flowchart outlining the selection criteria and PS-matching process according to the presence of metabolic syndrome-associated OA (MetS-OA) and post-traumatic OA (PTOA) in Osteoarthritis initiative participants. (E) Flowchart outlining the selection criteria and PS-matching process of human COX2 inhibitor and non-selective NSAID users from the Osteoarthritis initiative dataset.