Background
Methods
Study design and patients
Statistical analysis
Results
Patient characteristics
Characteristics | N | Value |
---|---|---|
Age, years | 130 | 71 (65–76) |
Gender (Male/Female) | 130 | 104 (80.0%)/26 (20.0%) |
BMI, kg/m2 | 130 | 23.1 (20.7–25.9) |
Smoking history (current or past/never) | 130 | 102 (78.5%)/28 (21.5%) |
Pack-years | 130 | 30 (2–46) |
FVC %pred., % | 130 | 76.2 (63.9–89.1) |
FEV1%pred., % | 130 | 76.3 (65.8–90.2) |
FEV1/FVC, % | 130 | 83.0 (76.8–87.8) |
DLCO %pred., % | 124 | 70.1 (50.8–85.7) |
CPI | 124 | 31.3 (18.2–45.4) |
KL-6, U/ml | 129 | 956 (623–1506) |
GAP stage (I/II/III) | 124 | 71 (57.3%)/50 (40.3%)/3 (2.4%) |
Follow-up period, years | 130 | 3.0 (1.4–3.8) |
Flow-volume curve pattern analysis
Convex pattern (n = 93) | Non-convex pattern (n = 37) | p value | |
---|---|---|---|
Age, years | 72 (65–77) | 69 (64–75) | 0.183 |
Gender (male/female) | 70 (75.3%)/23 (24.7%) | 34 (91.9%)/3 (8.1) | 0.033* |
BMI, kg/m2 | 22.4 (20.2–24.7) | 23.6 (22.9–28.8) | < 0.001 |
Pack-years | 26 (0–41) | 39 (21–60) | 0.007 |
FVC %pred., % | 76.1 (62.6–89.2) | 78.8 (65.7–89.4) | 0.488 |
FEV1%pred., % | 79.2 (68.3–92.8) | 71.3 (64.5–84.3) | 0.059 |
DLCO %pred., % | 70.1 (50.2–87.6)** | 68.4 (54.4–77.9) | 0.552 |
CPI | 31.8 (19.1–47.6)** | 31.5 (17.6–43.5) | 0.755 |
KL-6, U/ml | 960 (603–1717)*** | 953 (628–1458) | 0.460 |
GAP stage | 1 (1–2)** | 1 (1–2) | 0.377 |
Concave pattern (n = 72) | Non-concave pattern (n = 58) | p value | |
---|---|---|---|
Age, years | 69 (63–75) | 73 (66–77) | 0.034 |
Gender (male/female) | 58 (80.6%)/14 (19.4%) | 46 (79.3%)/12 (20.7%) | 0.860* |
BMI, kg/m2 | 23.9 (22.1–26.5) | 21.1 (19.8–23.5) | < 0.001 |
Pack-years | 30 (4–46) | 25 (1–47) | 0.558 |
FVC %pred., % | 79.7 (68.4–92.9) | 68.1 (59.1–86.2) | 0.011 |
FEV1%pred., % | 75.9 (66.2–89.2) | 76.9 (64.1–92.8) | 0.912 |
DLCO %pred., % | 70.8 (53.8–84.0)** | 67.7 (46.1–86.9)*** | 0.330 |
CPI | 28.7 (18.7–40.9)** | 35.8 (18.3–50.3)*** | 0.039 |
KL-6, U/ml | 956 (648–1476)**** | 979 (565–1544) | 0.919 |
GAP stage | 1 (1–2)** | 2 (1–2) *** | 0.033 |
A group (n = 47) | B group (n = 25) | C group (n = 46) | D group (n = 12) | p value | |
---|---|---|---|---|---|
Age, years | 68 (63–76) | 69 (64–75) | 73 (69–78) | 71 (63–75) | 0.104 |
Gender (male/female) | 35/12 | 23/2 | 35/11 | 11/1 | 0.203* |
BMI, kg/m2 | 23.6 (21.4–26.0) | 25.4 (23.1–29.3) | 20.8 (19.5–23.5) | 23.0 (20.7–25.3) | < 0.001 |
Pack-years | 27 (0–40) | 40 (22–56) | 19 (0–44) | 38 (8–70) | 0.064 |
FVC %pred., % | 81.4 (68.2–98.4) | 76.2 (67.1–86.7) | 67.0 (57.9–84.4) | 81.2 (65.1–98.8) | 0.018 |
FEV1%pred., % | 81.1 (69.9–93.8) | 68.2 (64.8–80.0) | 76.3 (65.2–91.4) | 78.2 (63.8–98.8) | 0.103 |
DLCO %pred., % | 73.8 (53.1–86.6) ** | 69.6 (55.1–82.4) | 68.8 (46.2–90.2)*** | 71.3 (43.2–77.7) | 0.812 |
CPI | 27.3 (19.7–40.7)** | 31.1 (14.6–41.3) | 35.8 (17.1–49.9)*** | 29.3 (21.7–49.8) | 0.226 |
KL-6, U/ml | 935 (686–1568) | 960 (467–1519) | 1070 (502–1776) | 918 (652–1088) | 0.883 |
GAP stage | 1 (1–2)** | 1 (1–2) | 2 (1–-2)*** | 2 (1–2) | 0.125 |
CT image quantitation of honeycombing area and emphysematous area
Convex pattern (n = 93) | Non-convex pattern (n = 37) | p value | |
---|---|---|---|
Total lung area, L | 3.52 (2.92–4.20) | 3.56 (3.09–4.18) | 0.630 |
HA, ml | 115 (56–173) | 93 (46–132) | 0.247 |
%HA, % | 3.2 (1.4–5.9) | 2.7 (1.2–4.2) | 0.263 |
sLAA, ml | 207 (103–372) | 227 (135–424) | 0.191 |
%sLAA, % | 5.9 (3.2–8.8) | 6.0 (4.3–9.9) | 0.150 |
Upper/peripheral %HA, % | 2.1 (0.8–4.3) | 1.4 (0.7–2.6) | 0.095 |
Upper/central %HA, % | 0.2 (0.0–0.6) | 0.1 (0.0–0.2) | 0.293 |
Lower/peripheral %HA, % | 5.7 (3.2–9.5) | 5.6 (2.8–7.6) | 0.364 |
Lower/central %HA, % | 1.2 (0.2–3.5) | 0.9 (0.3–3.0) | 0.716 |
Upper/peripheral %sLAA, % | 6.7 (3.9–9.7) | 7.5 (5.4–12.0) | 0.103 |
Upper/central %sLAA, % | 7.0 (4.2–11.2) | 8.5 (5.2–14.4) | 0.153 |
Lower/peripheral %sLAA, % | 4.7 (2.4–7.5) | 5.2 (3.3–7.7) | 0.260 |
Lower/central %sLAA, % | 5.1 (2.8–8.2) | 6.0 (3.7–9.5) | 0.158 |
Concave pattern (n = 72) | Non-concave pattern (n = 58) | p value | |
---|---|---|---|
Total lung area, L | 3.60 (3.16–4.28) | 3.47 (2.81–4.04) | 0.161 |
HA, ml | 83 (44–151) | 118 (75–187) | 0.017 |
%HA, % | 2.4 (1.2–4.1) | 3.5 (2.1–6.5) | 0.009 |
sLAA, ml | 205 (119–363) | 220 (73–418) | 0.881 |
%sLAA, % | 5.9 (3.7–8.0) | 6.0 (2.9–11.0) | 0.815 |
Upper/peripheral %HA, % | 1.2 (0.6–2.9) | 2.4 (1.2–5.2) | 0.001 |
Upper/central %HA, % | 0.1 (0.0–0.3) | 0.2 (0.0–0.7) | 0.048 |
Lower/peripheral %HA, % | 4.6 (2.8–7.6) | 6.6 (4.2–10.2) | 0.029 |
Lower/central %HA, % | 0.7 (0.2–2.3) | 1.7 (0.5–4.0) | 0.022 |
Upper/peripheral %sLAA, % | 6.8 (4.5–9.8) | 6.5 (3.8–11.2) | 0.538 |
Upper/central %sLAA, % | 7.2 (4.7–11.2) | 7.6 (3.6–12.7) | 0.687 |
Lower/peripheral %sLAA, % | 4.6 (2.9–7.1) | 5.1 (2.5–8.7) | 0.558 |
Lower/central %sLAA, % | 4.9 (3.4–7.6) | 6.0 (2.6–10.1) | 0.579 |
A group (n = 47) | B group (n = 25) | C group (n = 46) | D group (n = 12) | p value | |
---|---|---|---|---|---|
Total lung area, L | 3.64 (3.19–4.40) | 3.56 (2.98–3.96) | 3.43 (2.72–3.99) | 3.67 (3.21–4.86) | 0.270 |
HA, ml | 81 (44–157) | 84 (43–141) | 124 (75–193) | 101 (72–130) | 0.085 |
%HA, % | 2.4 (1.2–4.0) | 2.3 (1.2–4.5) | 4.2 (2.1–6.8) | 3.1 (2.2–4.1) | 0.046 |
sLAA, ml | 207 (110–375) | 180 (135–337) | 203 (69–372) | 389 (115–553) | 0.264 |
%sLAA, % | 6.1 (3.4–8.0) | 5.7 (4.3–8.0) | 5.6 (2.7–9.4) | 9.1 (3.5–15.7) | 0.291 |
Upper/peripheral %HA, % | 1.2 (0.6–2.9) | 1.4 (0.5–2.7) | 3.1 (1.3–5.5) | 1.5 (1.1–2.5) | 0.005 |
Upper/central %HA, % | 0.1 (0.0–0.4) | 0.1 (0.0–0.2) | 0.2 (0.1–1.0) | 0.1 (0.0–0.2) | 0.069 |
Lower/peripheral %HA, % | 4.7 (2.9–7.4) | 4.5 (2.6–7.7) | 7.1 (3.9–11.5) | 5.8 (4.6–6.8) | 0.131 |
Lower/central %HA, % | 0.7 (0.2–2.1) | 0.9 (0.2–2.6) | 1.7 (0.6–4.1) | 0.8 (0.3–3.3) | 0.113 |
Upper/peripheral %sLAA, % | 6.8 (4.2–9.7) | 6.7 (5.9–10.9) | 6.0 (3.7–6.0) | 10.1 (4.0–14.1) | 0.297 |
Upper/central %sLAA, % | 7.1 (4.7–11.1) | 7.7 (6.0–13.4) | 6.5 (3.6–11.9) | 10.2 (3.3–17.5) | 0.529 |
Lower/peripheral %sLAA, % | 4.9 (2.5–7.7) | 4.4 (3.2–6.8) | 4.6 (2.3–7.6) | 7.7 (4.2–12.8) | 0.151 |
Lower/central %sLAA, % | 5.0 (3.0–7.6) | 4.7 (3.7–7.9) | 5.8 (2.5–8.8) | 8.5 (3.4–16.6) | 0.304 |
Prediction of mortality based on flow-volume curve patterns
HR | 95% CI | p value | |
---|---|---|---|
C group (vs non-C group) | 2.19 | 1.07–4.49 | 0.032 |
FVC %pred., % | 0.97 | 0.94–0.99 | 0.002 |
FEV1%pred., % | 0.99 | 0.97–1.01 | 0.289 |
DLCO %pred., % | 0.97 | 0.95–0.99 | 0.002 |
CPI | 1.05 | 1.02–1.08 | < 0.001 |
GAP stage | 1.93 | 0.98–3.74 | 0.057 |
KL-6, U/ml | 1.00 | 1.00–1.00 | 0.360 |
%HA, % | 1.26 | 1.13–1.40 | < 0.001 |
%sLAA, % | 0.98 | 0.90–1.06 | 0.665 |
Convex pattern (vs Non-convex pattern) | 1.67 | 0.84–3.50 | 0.143 |
Concave pattern (vs Non-concave pattern) | 0.56 | 0.29–1.10 | 0.091 |