| Literature DB >> 34985514 |
Charles de Mestral1,2,3,4, David Gomez1,2,3, Andrew S Wilton2, Douglas S Lee2,5, Zaina Albalawi6, Peter C Austin2, Jean Jacob-Brassard2,3, David R Urbach2,3, Mohammed Al-Omran1,3,4, Nancy N Baxter1,2,3,7.
Abstract
Importance: Deferred diabetic foot screening and delays in timely care of acute foot complications during the COVID-19 pandemic may have contributed to an increase in limb loss. Objective: To evaluate the association of the COVID-19 pandemic with diabetes-related care measures, foot complications, and amputation. Design, Setting, and Participants: This population-based cohort study included all adult residents of Ontario, Canada, with diabetes and compared the rates of selected outcomes from January 1, 2020, to February 23, 2021, vs January 1, 2019, to February 23, 2020. Main Outcomes and Measures: Comprehensive in-person diabetes care assessment, including foot examination; hemoglobin A1c (HbA1c) measurement; emergency department visit or hospitalization for diabetic foot ulceration, osteomyelitis, or gangrene; lower extremity open or endovascular revascularization; minor (toe or partial-foot) amputation; and major (above-ankle) leg amputation. Rates and rate ratios (RRs) comparing 2020-2021 vs 2019-2020 for each measure were calculated for 10-week periods, anchored relative to onset of the pandemic on March 11, 2020 (11th week of 2020).Entities:
Mesh:
Substances:
Year: 2022 PMID: 34985514 PMCID: PMC8733837 DOI: 10.1001/jamanetworkopen.2021.42354
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Demographic Characteristics and Comorbidities of Adults With Diabetes at Onset of Pandemic (March 11, 2020) and Control Date (March 11, 2019)
| Covariates | Patients, No. (%) | |
|---|---|---|
| Mar 11, 2020 (n = 1 488 605) | Mar 11, 2019 (n = 1 441 029) | |
| Age, median (IQR), y | 65 (55-74) | 65 (55-74) |
| Sex | ||
| Male | 776 665 (52.2) | 751 459 (52.1) |
| Female | 711 940 (47.8) | 689 570 (47.9) |
| Rural residence | 155 375 (10.4) | 151 371 (10.5) |
| Northern Ontario resident | 94 334 (6.3) | 92 677 (6.4) |
| Lowest income quintile | 346 378 (23.3) | 338 312 (23.5) |
| Long-term care resident | 37 410 (2.5) | 36 831 (2.6) |
| Congestive heart failure | 131 028 (8.8) | 126 956 (8.8) |
| Hypertension | 984 128 (66.1) | 958 977 (66.5) |
| COPD | 259 140 (17.3) | 253 684 (17.4) |
| Coronary artery disease | 91 058 (6.1) | 91 609 (6.4) |
| Chronic kidney disease | 72 157 (4.8) | 68 066 (4.7) |
| Peripheral artery disease | 19 880 (1.3) | 19 451 (1.3) |
Abbreviation: COPD, chronic obstructive pulmonary disease.
Standardized difference was 0.01 or less for all covariates.
Rural residence was missing for 6348 participants (0.4%) on March 11, 2020, and 5108 (0.4%) on March 11, 2019.
Income quintile missing for 7059 participants (0.5%) on March 11, 2020, and 5794 (0.4%) on March 11, 2019.
Demographic Characteristics and Comorbidities of Individuals Undergoing Amputation in Each Time Period
| Characteristic | Patients by time period, No. (%) | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Pre–COVID-19 | Wave 1 | Between waves | Wave 2 | |||||||||
| Jan 1-Mar 10 | Mar 11-May 19 | May 20-Jul 28 | Jul 29-Oct 6 | Oct 7-Dec 15 | Dec 16-Feb 23 | |||||||
| 2020 (n = 275) | 2019 (n = 259) | 2020 (n = 235) | 2019 (n = 243) | 2020 (n = 223) | 2019 (n = 252) | 2020 (n = 239) | 2019 (n = 255-259) | 2020 (n = 257-261) | 2019 (n = 264) | 2020-2021 (n = 241) | 2019-2020 (n = 258) | |
| Age, median (IQR), y | 66 (58-73) | 67 (57-76) | 66 (57-74) | 67 (58-76) | 66 (58-73) | 67 (58-75) | 65 (55-73) | 68 (60-77) | 67 (59-76) | 66 (58-75) | 67 (59-75) | 66 (58-74) |
| Sex | ||||||||||||
| Male | 198 (72.0) | 187 (72.2) | 168 (71.5) | 179 (73.7) | 164 (73.5) | 185 (73.4) | 172 (72.0) | 186-190 (72.9-73.4) | 181-185 (70.4-70.9) | 186 (70.5) | 192 (79.7) | 190 (73.6) |
| Female | 77 (28.0) | 72 (27.8) | 67 (28.5) | 64 (26.3) | 59 (26.5) | 67 (26.6) | 67 (28.0) | 69-73 (27.1-28.2) | 76-80 (29.6-30.7) | 78 (29.5) | 49 (20.3) | 68 (26.4) |
| Rural residence | 47 (17.1) | 37 (14.3) | 52 (22.1) | 47 (19.3) | 36 (16.1) | 50 (19.8) | 51 (21.3) | 39-43 (15.3-16.6) | 39-44 (15.2-16.9) | 49 (18.6) | 47 (19.5) | 44 (17.1) |
| Northern Ontario resident | 39 (14.2) | 31 (12.0) | 27 (11.5) | 36 (14.8) | 32 (14.3) | 37 (14.7) | 43 (18.0) | 25-29 (9.8-11.2) | 35-39 (13.6-14.9) | 39 (14.8) | 34 (14.1) | 33 (12.8) |
| Lowest income quintile | 93 (33.8) | 91 (35.1) | 87 (37.0) | 89 (36.6) | 82 (36.8) | 86 (34.1) | 85 (35.6) | 83-87 (32.5-33.6) | 86-90 (33.5-34.5) | 93 (35.2) | 75 (31.1) | 86 (33.3) |
| Long-term care resident | 14 (5.1) | 28 (10.8) | 21 (8.9) | 25 (10.3) | 24 (10.8) | 28 (11.1) | 22 (9.2) | 35-39 (13.7-15.1) | 28-32 (10.9-12.3) | 25 (9.5) | 17 (7.1) | 15 (5.8) |
| Congestive heart failure | 99 (36.0) | 101 (39.0) | 83 (35.3) | 98 (40.3) | 84 (37.7) | 107 (42.5) | 87 (36.4) | 110-114 (43.1-44.0) | 97-101 (37.7-38.7) | 100 (37.9) | 65 (27.0) | 96 (37.2) |
| Hypertension | 244 (88.7) | 222 (85.7) | 193 (82.1) | 210 (86.4) | 192 (86.1) | 218 (86.5) | 198 (82.8) | 234-239 (91.8-92.3) | 217-221 (84.4-84.7) | 233 (88.3) | 205 (85.1) | 226 (87.6) |
| COPD | 93 (33.8) | 87 (33.6) | 71 (30.2) | 88 (36.2) | 79 (35.4) | 93 (36.9) | 82 (34.3) | 97-101 (38.0-39.0) | 83-87 (32.3-33.3) | 92 (34.8) | 61 (25.3) | 78 (30.2) |
| Coronary artery disease | 70 (25.5) | 65 (25.1) | 71 (30.2) | 83 (34.2) | 53 (23.8) | 77 (30.6) | 63 (26.4) | 79-83 (31.0-32.0) | 68-72 (26.5-27.6) | 76 (28.8) | 68 (28.2) | 69 (26.7) |
| Chronic kidney disease | 107 (38.9) | 109 (42.1) | 91 (38.7) | 98 (40.3) | 109 (48.9) | 87 (34.5) | 96 (40.2) | 109-113 (42.7-43.6) | 112-116 (43.6-44.4) | 114 (43.2) | 92 (38.2) | 103 (39.9) |
| Peripheral artery disease | 154 (56.0) | 173 (66.8) | 131 (55.7) | 157 (64.6) | 136 (61.0) | 154 (61.1) | 145 (60.7) | 157-161 (61.6-62.2) | 146-150 (56.8-57.5) | 166 (62.9) | 145 (60.2) | 147 (57.0) |
Abbreviation: COPD. chronic obstructive pulmonary disease.
In periods where 5 or fewer people experienced multiple major amputations within a given time period, a range in the number of amputees is provided rather than exact count in order to ensure patient privacy.
P < .05 for 2020-2021 vs 2019-2020 period.
Rural residence or income quintile missing in 0 to 5 individuals who underwent amputation per period (exact numbers suppressed for anonymity).
Figure 1. Major Amputation Rates Among Adults With Diabetes
Major amputation indicates above-ankle amputations. On March 19, 2020, nonessential health services and scheduled procedures were suspended; May 19, 2020, gradual resumption in scheduled procedures and in-person health services permitted; July 24, 2020, provincial state of emergency lifted; September 28, 2020, official recognition of second wave; January 14, 2021 to February 19, 2021, second provincial state of emergency. Error bars indicate 95% CIs. Table 3 contains counts, rates, and rate ratios for 2020-2021 vs 2019-2020 per time period.
Outcomes and Care Measures Among Adults With Diabetes by Time Period
| Indicator measures | Time period | |||||||
|---|---|---|---|---|---|---|---|---|
| Jan 1-Mar 10 (pre–COVID-19) | Wave 1 | Jul 29-Oct 6 (between waves) | Wave 2 | |||||
| Mar 11–May 19 | May 20-Jul 28 | Oct 7-Dec 15 | Dec 16-Feb 23 | |||||
|
| ||||||||
| 2020-2021, No. | 288 | 241 | 230 | 248 | 262 | 247 | ||
| 2019-2020 Control period, No. | 267 | 260 | 262 | 260 | 270 | 268 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 1.96 | 1.63 | 1.55 | 1.67 | 1.75 | 1.64 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 1.87 | 1.81 | 1.81 | 1.79 | 1.85 | 1.82 | ||
| Rate ratio (95% CI) | 1.05 (0.88-1.25) | 0.90 (0.75-1.08) | 0.86 (0.72-1.03) | 0.93 (0.78-1.12) | 0.95 (0.80-1.13) | 0.90 (0.76-1.08) | ||
|
| ||||||||
| 2020-2021, No. | 339 997 | 99 781 | 131 069 | 168 048 | 195 511 | 145 844 | ||
| 2019-2020 Control period, No. | 312 901 | 342 898 | 329 277 | 326 964 | 358 759 | 307 698 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 2314.11 | 674.35 | 884.04 | 1130.49 | 1307.52 | 970.10 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 2197.12 | 2393.05 | 2280.23 | 2251.89 | 2455.28 | 2092.85 | ||
| Rate ratio (95% CI) | 1.05 (1.04-1.05) | 0.28 (0.28-0.28) | 0.39 (0.38-0.39) | 0.50 (0.50-0.50) | 0.53 (0.53-0.53) | 0.46 (0.46-0.46) | ||
|
| ||||||||
| 2020-2021, No. | 538 491 | 221 195 | 402 442 | 452 117 | 451 950 | 383 790 | ||
| 2019-2020 Control period, No. | 499 258 | 525 681 | 515 867 | 522 672 | 541 738 | 472 363 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 3665.12 | 1494.91 | 2714.41 | 3041.49 | 3022.51 | 2552.83 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 3505.67 | 3668.68 | 3572.36 | 3599.79 | 3707.56 | 3212.85 | ||
| Rate ratio (95% CI) | 1.04 (1.04-1.05) | 0.41 (0.40-0.41) | 0.76 (0.76-0.76) | 0.84 (0.84-0.85) | 0.82 (0.81-0.82) | 0.79 (0.79-0.80) | ||
|
| ||||||||
| 2020-2021, No. | 1105 | 781 | 1044 | 1169 | 940 | 956 | ||
| 2019-2020 Control period, No. | 1045 | 1130 | 1224 | 1238 | 1161 | 1126 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 7.52 | 5.28 | 7.04 | 7.86 | 6.29 | 6.36 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 7.34 | 7.89 | 8.48 | 8.53 | 7.95 | 7.66 | ||
| Rate ratio (95% CI) | 1.03 (0.93-1.14) | 0.67 (0.61-0.75) | 0.84 (0.76-0.92) | 0.93 (0.84-1.02) | 0.79 (0.72-0.88) | 0.83 (0.75-0.92) | ||
|
| ||||||||
| 2020-2021, No. | 670 | 534 | 638 | 664 | 604 | 582 | ||
| 2019-2020 control period, No. | 704 | 677 | 695 | 694 | 706 | 646 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 4.56 | 3.61 | 4.30 | 4.47 | 4.04 | 3.87 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 4.94 | 4.72 | 4.81 | 4.78 | 4.83 | 4.39 | ||
| Rate ratio (95% CI) | 0.93 (0.83-1.04) | 0.77 (0.68-0.87) | 0.90 (0.80-1.01) | 0.94 (0.84-1.06) | 0.84 (0.75-0.94) | 0.89 (0.79-1.00) | ||
|
| ||||||||
| 2020-2021, No. | 284 | 217 | 298 | 298 | 354 | 282 | ||
| 2019-2020 Control period, No. | 337 | 318 | 295 | 267 | 333 | 262 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 1.93 | 1.47 | 2.01 | 2.00 | 2.37 | 1.88 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 2.37 | 2.22 | 2.04 | 1.84 | 2.28 | 1.78 | ||
| Rate ratio (95% CI) | 0.82 (0.70-0.96) | 0.66 (0.56-0.79) | 0.98 (0.84-1.16) | 1.09 (0.92-1.29) | 1.04 (0.90-1.21) | 1.06 (0.89-1.25) | ||
|
| ||||||||
| 2020-2021, No. | 505 | 347 | 551 | 576 | 595 | 532 | ||
| 2019-2020 Control period, No. | 463 | 479 | 463 | 425 | 478 | 457 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 3.44 | 2.35 | 3.72 | 3.87 | 3.98 | 3.54 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 3.25 | 3.34 | 3.21 | 2.93 | 3.27 | 3.11 | ||
| Rate ratio (95% CI) | 1.06 (0.94-1.21) | 0.70 (0.61-0.81) | 1.16 (1.03-1.32) | 1.33 (1.17-1.51) | 1.22 (1.08-1.38) | 1.14 (1.01-1.30) | ||
|
| ||||||||
| 2020-2021, No. | 359 | 260 | 325 | 388 | 371 | 296 | ||
| 2019-2020 Control period, No. | 372 | 359 | 395 | 387 | 406 | 342 | ||
| Rate in 2020-2021, per 100 000 person-weeks | 2.44 | 1.76 | 2.19 | 2.61 | 2.48 | 1.97 | ||
| Rate in 2019-2020 control period, per 100 000 person-weeks | 2.61 | 2.51 | 2.74 | 2.67 | 2.78 | 2.33 | ||
| Rate ratio (95% CI) | 0.94 (0.81-1.09) | 0.70 (0.60-0.83) | 0.80 (0.69-0.93) | 0.98 (0.85-1.13) | 0.89 (0.77-1.03) | 0.85 (0.72-0.99) | ||
Counts of adults with diabetes and total person-weeks per time period presented in eAppendix 2 in the Supplement.
Figure 2. Outcome and Care Measure Rate Ratios for 2020-2021 Periods Relative to 2019-2020 Control Periods
The blue dot indicates the rate ratio during the prepandemic period; orange dots, COVID-19 period, starting on March 11, 2020. C-G, Error bars indicate 95% CIs.