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. 2024 Sep 18;19(9):e0309810. doi: 10.1371/journal.pone.0309810

Table 1. Characteristics of persons, stratified by myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS)-like illness and coronavirus disease 2019 (COVID-19) status in Kaiser Permanente Northern California, 2022.

Characteristic All ME/CFS-like illness after COVID-19 ME/CFS-like illness without prior COVID-19 No ME/CFS-like illnessa
nb % (CI)b nb % (CI)b nb % (CI)b nb % (CI)b
Respondents (n) 9,825 77 569 9,179
Estimated population size 2,745,374 100 6,480 (1,244, 11,715) 0.24 (0.05, 0.43) 39,412 (27,467, 51,357) 1.4 (1, 1.9) 2,699,482 (2,660,356, 2,738,608) 98 (98, 99)
Any history of COVID-19 6,000 50 (48, 52) 77 100 317 48 (34, 63) 5,606 50 (48, 52)
ME/CFS diagnosis in EHR or self-report 1,280 0.6 (0.48, 0.77) 18 2.1 (0.83, 5.3) 173 5.8 (2.9, 12) 1,089 0.5 (0.41,0.69)
Post-COVID-19 condition diagnosis in EHR 693 0.5 (0.35, 0.81) 47 8.6 (3.4, 20) 48 1.3 (0.85, 2.1) 598 0.5 (0.32, 0.78)
ME/CFS-like illness diagnostic criteria c
Fatigue that fits ME/CFS-like illness diagnostic criteria d 3,843 21 (19, 23) 77 100 569 100 3,197 20 (18, 21)
Fatigue substantially limits ability to pursue work, educational, social, or recreational activities 4,128 23 (22, 25) 77 100 569 100 3,482 22 (20, 24)
Does rest make fatigue better?
Yes, a lot 2,151 26 (24, 27) 0 0 0 0 2,151 26 (24, 28)
Yes, a little 3,192 26 (24, 28) 26 30 (7.8, 68) 197 46 (32, 61) 2,969 26 (24, 28)
No, not very much 1,957 11 (10, 13) 39 65 (28, 90) 278 45 (31, 60) 1,640 11 (9.6, 12)
No, not at all 403 1.9 (1.4, 2.4) 12 5.1 (1.4, 17) 94 8.6 (3.7, 18) 297 1.8 (1.3, 2.3)
No response 2,122 35 (33, 37) 0 0 0 0 2,122 36 (34, 38)
Post-exertional malaise that fits ME/CFS-like illness diagnostic criteria d 1,745 5.9 (5.1, 6.9) 77 100 569 100 1,099 4.3 (3.6, 5.2)
Cognitive impairment that fits ME/CFS-like illness diagnostic criteria d 1,522 7.3 (6.3, 8.3) 74 98 (89, 100) 536 89 (73, 96) 912 5.8 (5.0, 6.9)
Unrefreshing sleep or problems sleeping that fits ME/CFS-like illness diagnostic criteria d 4,214 28 (26, 29) 77 100 569 100 3,568 26 (25, 28)
Orthostatic intolerance that fits ME/CFS-like illness diagnostic criteria d 346 1.4 (0.99, 1.9) 18 4.3 (1.4, 13) 156 34 (21, 50) 172 0.9 (0.59, 1.4)
Years since fatigue onset (mean) 4 (4.0, 4.8) 2 (1.5, 2.0) 9 (5.4, 12) 4 (3.9, 4.7)
Age, years (mean) 50 (49, 50) 36 (33, 39) 45 (40, 50) 50 (49, 50)
Age, years
18–34 1,639 26 (24, 28) 9 54 (19, 85) 86 31 (19, 46) 1,544 26 (24, 27)
35–49 2,372 25 (24, 27) 34 40 (12, 76) 170 22 (13, 36) 2,168 25 (24, 27)
50–64 3,337 24 (22, 26) 26 5.1 (1.8, 14) 241 37 (23, 53) 3,070 24 (22, 26)
65+ 2,477 25 (23, 26) 8 1.2 (0.40, 3.7) 72 9.8 (4.1, 22) 2,397 25 (23, 27)
Race & ethnicity
Asian 1,310 22 (20, 24) 3 0.4 (0.09, 1.5) 34 14 (6.4, 29) 1,273 22 (20, 24)
Black 480 5.6 (4.6, 6.7) 5 4.0 (0.65, 21) 29 11 (3.5, 30) 446 5.5 (4.6, 6.6)
Latino/Hispanic 1,595 17 (16, 19) 25 41 (11, 79) 101 27 (15, 43) 1,469 17 (16, 19)
White 5,864 50 (48, 52) 35 53 (18, 85) 348 44 (30, 59) 5,481 50 (48, 52)
Other/unknown 576 5.0 (4.2, 6.0) 9 1.4 (0.47, 4.0) 57 3.5 (1.9, 6.4) 510 5.1 (4.2, 6.0)
Sex
Female 6,680 58 (56, 60) 60 60 (21, 89) 452 75 (57, 86) 6,168 58 (56, 60)
Male 3,145 42 (40, 44) 17 40 (11, 79) 117 25 (14, 43) 3,011 42 (40, 44)
Body mass index, kg/m 2
< 30 5,158 47 (45, 49) 27 27 (6.3, 67) 252 38 (25, 53) 4,879 48 (46, 50)
≥ 30 3,367 26 (24, 28) 42 40 (11, 79) 272 45 (31, 60) 3,053 26 (24, 27)
Charlson Comorbidity Index score
0 or no visits 5,754 69 (67, 70) 43 91 (74, 97) 301 56 (41, 70) 5,410 69 (67, 71)
1–2 2,868 21 (20, 23) 26 7.7 (2.1, 24) 188 27 (16, 43) 2,654 21 (20, 23)
3+ 1,203 10 (9.1, 11) 8 1.4 (0.48, 4.2) 80 17 (8.0, 32) 1,115 10 (9.0, 11)
Atherosclerotic cardiovascular disease (ASCVD) 1,739 14 (13, 15) 7 1.1 (0.36, 3.5) 100 16 (8.2, 29) 1,632 14 (13, 15)
Pulmonary disease 2,042 14 (12, 15) 21 4.4 (1.6, 11) 157 33 (20, 49) 1,864 13 (12, 15)
Rheumatologic disease 251 1.0 (0.72, 1.5) 6 1.4 (0.40, 4.7) 25 0.9 (0.34, 2.3) 220 1.0 (0.71, 1.5)
Diabetes 1,223 12 (11, 14) 10 7.1 (1.4, 30) 81 20 (9.8, 38) 1,132 12 (11, 13)
Renal disease 583 6.4 (5.5, 7.5) 3 0.5 (0.12, 2.2) 33 10 (3.4, 26) 547 6.4 (5.4, 7.4)
Cancer 430 3.8 (3.1, 4.6) 1 0.1 (0.01, 1.0) 22 0.7 (0.27, 1.9) 407 3.8 (3.2, 4.7)
COVID-19 vaccination status at time of survey
None 711 5.4 (4.6, 6.4) 12 24 (4.8, 66) 64 5.3 (2.5, 11) 635 5.4 (4.5, 6.3)
Primary series only 1,266 12 (11, 13) 20 9.3 (2.8, 26) 83 16 (8.6, 28) 1,163 12 (11, 13)
Primary and at least one additional dose 7,666 81 (79, 82) 41 66 (29, 90) 411 78 (66, 87) 7,214 81 (79, 82)
Other 182 1.8 (1.3, 2.4) 4 0.7 (0.17, 2.7) 11 0.5 (0.13, 1.9) 167 1.8 (1.3, 2.5)
COVID-19 vaccination status at first COVID-19 episode
None 1,916 21 (19, 23) 53 96 (87, 99) 117 22 (14, 34) 1,746 21 (19, 22)
Primary series only 1,421 18 (16, 20) 18 3.7 (1.1, 11) 69 40 (22, 60) 1,334 18 (16, 20)
Primary and at least one additional dose 2,323 53 (51, 56) 4 0.5 (0.14, 1.8) 106 36 (19, 58) 2,213 54 (51, 57)
Other 340 7.7 (6.3, 9.4) 2 0.3 (0.05, 1.3) 25 2.4 (0.90, 6.2) 313 7.8 (6.4, 9.6)

EHR = electronic health record; ASCVD = Atherosclerotic cardiovascular disease; CI = 95% confidence interval

aIncludes all people without ME/CFS-like illness regardless of whether they have had COVID-19

bThe estimates presented depend on the variable type. The “Respondents” variable presents the unweighted n and unweighted percent. The “Estimated population size” variable presents the weighted n (CI) and weighted percent (CI). Categorical variables present the unweighted n and weighted percent (CI). Continuous variables present the weighted mean (CI)

cMeeting the ME/CFS diagnostic criteria is defined as having the following symptoms frequently, at a moderate to severe intensity, for at least six months: fatigue, post-exertional malaise, and unrefreshing sleep or sleep problems, as well as one or both of cognitive impairment or orthostatic intolerance. In addition, the fatigue must substantially limit one’s ability to pursue work, educational, social, or recreational activities, and rest must not make the fatigue substantially better (e.g. not answering “Yes, a lot” to the question “Does rest make fatigue better?”)

dFrequent, moderate to severe, lasting ≥ 6 months