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Computed tomography lung parenchymal descriptions in routine radiological reporting have diagnostic and prognostic utility in patients with idiopathic pulmonary arterial hypertension and pulmonary hypertension associated with lung disease

Krit Dwivedi, Robin Condliffe, Michael Sharkey, Robert Lewis, Samer Alabed, Smitha Rajaram, Catherine Hill, Laura Saunders, Peter Metherall, Faisal Alandejani, Dheyaa Alkhanfar, Jim M. Wild, Haiping Lu, David G. Kiely, Andrew J. Swift
ERJ Open Research 2022 8: 00549-2021; DOI: 10.1183/23120541.00549-2021
Krit Dwivedi
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
2Dept of Radiology, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
6Co-first authors
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Robin Condliffe
3Pulmonary Vascular Disease Unit, Royal Hallamshire Hospitals, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
6Co-first authors
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Michael Sharkey
2Dept of Radiology, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
43DLab, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
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Robert Lewis
3Pulmonary Vascular Disease Unit, Royal Hallamshire Hospitals, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
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Samer Alabed
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
2Dept of Radiology, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
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Smitha Rajaram
2Dept of Radiology, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
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Catherine Hill
2Dept of Radiology, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
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Laura Saunders
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
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Peter Metherall
2Dept of Radiology, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
43DLab, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
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Faisal Alandejani
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
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Dheyaa Alkhanfar
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
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Jim M. Wild
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
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Haiping Lu
5Dept of Computer Science, University of Sheffield, Sheffield, UK
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David G. Kiely
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
3Pulmonary Vascular Disease Unit, Royal Hallamshire Hospitals, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
7Co-senior authors
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Andrew J. Swift
1Dept of Infection, Immunity and Cardiovascular Disease, University of Sheffield, Medical School, Sheffield, UK
2Dept of Radiology, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
43DLab, Sheffield Teaching Hospitals NHS Trust, Sheffield, UK
7Co-senior authors
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  • FIGURE 1
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    FIGURE 1

    Computed tomography lung parenchymal patterns assessed. a) Emphysema, b) centrilobular ground glass change (windowed to emphasise subtle pattern), c) honeycombing, d) consolidation (with surrounding ground glass change), e) ground glass change and f) fibrosis.

  • FIGURE 2
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    FIGURE 2

    CONSORT (Consolidated Standards of Reporting Trials) flow diagram showing selection of study cohort. CTEPH: chronic thromboembolic pulmonary hypertension; LHD-PH: pulmonary hypertension with left heart disease; PH-CLD: PH due to chronic lung disease and/or hypoxia; OHS: obesity hypoventilation syndrome; OSA: obstructive sleep apnoea; RHC: right heart catheterisation; PAH: pulmonary arterial hypertension; IPAH: idiopathic pulmonary arterial hypertension; FPAH: familial pulmonary arterial hypertension; CT: computed tomography; IPAH-noLD: idiopathic pulmonary arterial hypertension with no lung disease; IPAH-LD: idiopathic pulmonary arterial hypertension with lung disease; CGG: centriobular ground glass.

  • FIGURE 3
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    FIGURE 3

    Kaplan–Meier survival curves stratified by computed tomography features of CGG, emphysema and fibrosis for: a) all patients, b) patients initially diagnosed with IPAH and c) patients initially diagnosed with PH-CLD. IPAH: idiopathic pulmonary arterial hypertension; PH-CLD: PH due to chronic lung disease and/or hypoxia; CGG: centrilobular ground-glass; CPFE: combined pulmonary fibrosis and emphysema.

  • FIGURE 4
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    FIGURE 4

    Kaplan–Meier survival curves for patients classified as IPAH-LD, IPAH-noLD and PH-CLD. IPAH-noLD: idiopathic pulmonary arterial hypertension with no CT features of lung disease; IPAH-LD: idiopathic pulmonary arterial hypertension with CT features of lung disease; PH-CLD: pulmonary hypertension associated with chronic lung disease.

  • FIGURE 5
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    FIGURE 5

    Kaplan–Meier curve comparing survival in IPAH-noLD, IPAH-LD and IPAH-CGG. IPAH-noLD: idiopathic pulmonary arterial hypertension with no computed tomography (CT) features of lung disease; IPAH-LD: idiopathic pulmonary arterial hypertension with CT features of lung disease; IPAH-CGG: idiopathic pulmonary arterial hypertension with centrilobular ground-glass changes.

Tables

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  • TABLE 1

    Baseline characteristics

    CharacteristicFull cohortSubgroupsp-value
    IPAHPH-CLD
    Subjects n660335325
    Age at diagnosis years64±1560±1767±11<0.001
    Male sex318 (48)131 (39)187 (58)<0.001
    WHO functional class0.020
     II78 (12)44 (13)34 (10)
     III398 (61)213 (64)185 (57)
     IV181 (28)76 (23)105 (32)
    CT – centrilobular ground-glass (CGG)54 (8.2)54 (16)0 (0)<0.001
    CT – ground-glass opacification (GGO)93 (14)62 (19)31 (9.5)<0.001
    CT – honeycombing15 (2.3)5 (1.5)10 (3.1)0.2
    CT – consolidation31 (4.7)9 (2.7)22 (6.8)0.013
    CT – fibrosis213 (32)72 (21)141 (43)<0.001
    CT – fibrosis (by severity)<0.001
     None447 (68)263 (79)184 (57)
     Mild82 (12)54 (16)28 (8.6)
     Moderate53 (8.0)9 (2.7)44 (14)
     Severe48 (7.3)0 (0)48 (15)
     Unknown30 (4.5)9 (2.7)21 (6.5)
    CT – emphysema302 (46)98 (29)204 (63)<0.001
    CT – emphysema (by severity)<0.001
     None358 (54)237 (71)121 (37)
     Mild77 (12)48 (14)29 (8.9)
     Moderate129 (20)38 (11)91 (28)
     Severe69 (10)5 (1.5)64 (20)
     Unknown27 (4.1)7 (2.1)20 (6.2)
    CT – CPFE101 (15)32 (9.6)69 (21)<0.001
    mPAP mmHg47±1353±1242±10<0.001
    mRAP mmHg10.2±5.611.4±5.89.0±5.1<0.001
    PAWP mmHg11.3±3.810.8±3.311.8±4.20.002
    Cardiac output L·min−14.65±1.664.31±1.625.00±1.64<0.001
    Cardiac index L·min−1·m−22.53±0.872.32±0.812.73±0.87<0.001
    PVR Wood Units9.0±5.111.0±5.27.0±4.1<0.001
    SvO2%63±961±965±8<0.001
    FEV1 % predicted72±2583±1860±25<0.001
    FEV1 severity<0.001
     Normal (>80% predicted)259 (41)187 (58)72 (24)
     Mild (70–80% predicted)87 (14)53 (17)34 (11)
     Moderate (50–70% predicted)139 (22)70 (22)69 (23)
     Severe (<50% predicted)140 (22)11 (3.4)129 (42)
    FEV1/FVC %66±1571±1061±18<0.001
    DLCO % predicted37±1944±2028±14<0.001

    Data are presented as n (%) or mean±sd unless otherwise stated. IPAH: idiopathic pulmonary arterial hypertension; PH-CLD: PH due to chronic lung disease and/or hypoxia; CT: computed tomography; WHO: World Health Organisation; CPFE: combined pulmonary fibrosis and emphysema; mPAP: mean pulmonary arterial pressure; mRAP: mean right atrial pressure; PAWP: pulmonary arterial wedge pressure; PVR: pulmonary vascular resistance; SvO2: mixed venous oxygen saturation; FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity; DLCO: diffusing capacity of the lung for carbon monoxide.

    • TABLE 2

      Univariate analysis of the overall study cohort

      Full cohort#IPAH¶PH-CLD+
      CharacteristicHR95% CIp-valueHR95% CIp-valueHR95% CIp-value
      CT – centrilobular ground-glass (CGG)0.290.17–0.50<0.0010.440.25–0.780.005
      CT – ground-glass opacification (GGO)0.530.38–0.74<0.0010.520.32–0.860.0100.720.46–1.140.2
      CT – honeycombing2.791.57–4.99<0.0013.721.37–10.10.0102.111.04–4.300.039
      CT – consolidation0.840.50–1.400.51.100.45–2.680.80.600.32–1.130.11
      CT – fibrosis2.381.94–2.91<0.0012.481.76–3.50<0.0011.831.42–2.35<0.001
      CT – fibrosis (any present, ref: none)
       None——————
       Mild1.941.46–2.58<0.0012.511.72–3.66<0.0011.731.11–2.710.016
       Moderate2.771.99–3.85<0.0014.532.07–9.92<0.0011.711.18–2.480.005
       Severe3.192.30–4.43<0.0011.981.40–2.80<0.001
      CT – emphysema2.091.71–2.56<0.0012.741.96–3.81<0.0011.130.87–1.470.4
      CT – emphysema (any present, ref: none)
       None——————
       Mild1.781.30–2.43<0.0012.901.89–4.46<0.0010.890.56–1.420.6
       Moderate2.181.69–2.81<0.0013.162.01–4.97<0.0011.130.82–1.550.5
       Severe2.922.15–3.97<0.00111.13.92–31.6<0.0011.370.97–1.930.075
      CT – CPFE2.201.72–2.80<0.0012.091.33–3.290.0011.821.36–2.44<0.001
      Age at diagnosis years1.051.04–1.05<0.0011.061.05–1.08<0.0011.021.01–1.04<0.001
      Male sex1.661.36–2.03<0.0011.591.16–2.180.0041.421.10–1.830.007
      WHO functional class III and IV (ref: I and II)1.781.45–2.18<0.0011.881.34–2.64<0.0011.741.35–2.25<0.001
      WHO functional class
       II——————
       III2.571.70–3.89<0.0013.001.51–5.960.0022.451.46–4.13<0.001
       IV5.083.31–7.79<0.0015.492.69–11.2<0.0014.802.81–8.21<0.001
      mPAP mmHg0.990.98–1.000.0280.980.97–0.990.0061.041.03–1.05<0.001
      mRAP mmHg1.010.99–1.030.41.031.00–1.060.0231.031.00–1.050.057
      PAWP mmHg1.020.99–1.040.31.030.98–1.090.20.980.95–1.010.2
      Cardiac output L·min−10.920.86–0.980.0090.880.78–0.990.0350.790.72–0.86<0.001
      Cardiac index L·min−1·m−20.870.76–0.980.0280.800.63–1.010.0630.610.51–0.74<0.001
      PVR (Wood Units)1.041.00–1.080.0360.980.91–1.050.51.101.05–1.16<0.001
      SvO2%0.980.97–0.990.0010.970.95–0.98<0.0010.960.94–0.97<0.001
      FEV1 % predicted1.000.99–1.000.0320.990.98–1.000.111.011.01–1.02<0.001
      FVC % predicted1.000.99–1.000.0281.000.99–1.010.91.001.00–1.010.4
      FEV1/FVC ratio0.990.99–1.000.0380.970.95–0.98<0.0011.021.01–1.03<0.001
      DLCO % predicted0.950.95–0.96<0.0010.950.94–0.96<0.0010.960.95–0.97<0.001

      Bold text: meets statistical significance. IPAH: idiopathic pulmonary arterial hypertension; PH-CLD: PH due to chronic lung disease and/or hypoxia; HR: hazard ratio; CI: confidence interval; CT: computed tomography; WHO: World Health Organisation; CPFE: combined pulmonary fibrosis and emphysema; mPAP: mean pulmonary arterial pressure; mRAP: mean right atrial pressure; PAWP: pulmonary arterial wedge pressure; PVR: pulmonary vascular resistance; SvO2: mixed venous oxygen saturation; FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity; DLCO: diffusing capacity of the lung for carbon monoxide. #: n=660; ¶: n=335; +: n=325.

      • TABLE 3

        Multivariate analysis

        CharacteristicUnivariateMultivariate 1 (adjusted for demographics – age, sex, WHO FC)Multivariate 2 (adjusted for demographics and mPAP)Multivariate 3 (adjusted for demographics, mPAP and DLCO)
        HR95% CIp-valueHR95% CIp-valueHR95% CIp-valueHR95% CIp-value
        Full cohort (n=660)
         CT – centrilobular ground-glass (CGG)0.290.17–0.50<0.0010.500.28–0.890.0100.480.26–0.860.0070.760.39–1.470.4
         CT – ground-glass opacification (GGO)0.530.38–0.74<0.0010.820.58–1.160.20.840.60–1.190.30.800.54–1.180.2
         CT – honeycombing2.791.57–4.99<0.0011.730.97–3.110.0871.740.97–3.120.0861.100.54–2.240.8
         CT – emphysema2.091.71–2.56<0.0011.481.21–1.83<0.0011.521.23–1.88<0.0011.130.89–1.440.3
         CT – fibrosis2.381.94–2.91<0.0011.751.42–2.15<0.0011.771.43–2.18<0.0011.371.09–1.730.008
        IPAH (n=335)
         CT – centrilobular ground-glass (CGG)0.440.25–0.780.0050.790.43–1.450.40.800.43–1.480.50.920.47–1.820.8
         CT – ground-glass opacification (GGO)0.520.32–0.860.0100.880.52–1.470.60.910.54–1.520.70.960.55–1.690.9
         CT – honeycombing3.721.37–10.10.0101.690.61–4.650.31.680.61–4.620.41.350.49–3.740.6
         CT – emphysema2.741.96–3.81<0.0011.721.22–2.420.0021.761.24–2.490.0021.260.85–1.860.2
         CT – fibrosis2.481.76–3.50<0.0011.420.99–2.020.0601.441.00–2.070.0561.230.84–1.810.3
        PH-CLD (n= 325)
         CT – honeycombing2.111.04–4.300.0391.800.88–3.670.142.020.99–4.140.0811.060.39–2.91>0.9
         CT – fibrosis1.831.42–2.35<0.0011.731.34–2.24<0.0011.631.26–2.10<0.0011.461.09–1.960.011

        Bold text: meets statistical significance. WHO FC: World Health Organization functional class; mPAP: mean pulmonary arterial pressure; DLCO: diffusing capacity of the lung for carbon monoxide; HR: hazard ratio; CI: confidence interval; CT: computed tomography; IPAH: idiopathic pulmonary arterial hypertension; PH-CLD: pulmonary hypertension associated with chronic lung disease.

        • TABLE 4

          Baseline characteristics of patients with initial diagnosis of IPAH

          CharacteristicIPAH-noLDIPAH-CGGIPAH-LDp-value
          Subjects n15146130
          Age at diagnosis56±18#48±19#70±9¶,+<0.001
          Male sex48 (32)#11 (24)#69 (53)¶,+<0.001
          WHO functional class##¶,+0.011
           II25 (17)9 (20)9 (6.9)
           III98 (65)29 (64)81 (62)
           IV27 (18)7 (16)40 (31)
          Smoker, ever66 (49)#19 (42)#81 (86)¶,+<0.001
          CT – centrilobular ground-glass0 (0)+46 (100)¶,#0 (0)+<0.001
          CT – ground-glass opacification9 (6.0)+39 (85)¶,#8 (6.2)+<0.001
          CT – honeycombing0 (0)#0 (0)¶,#5 (3.8)¶0.021
          CT – consolidation5 (3.3)2 (4.3)2 (1.5)0.4
          CT – fibrosis0 (0)#0 (0)#68 (52)¶,+<0.001
          CT – fibrosis (by severity)##¶,+<0.001
           None151 (100)46 (100)62 (48)
           Mild0 (0)0 (0)52 (40)
           Moderate0 (0)0 (0)9 (6.9)
           Unknown0 (0)0 (0)7 (5.4)
          CT – emphysema0 (0)#0 (0)#94 (72)¶,+<0.001
          CT – emphysema (by severity)##¶,+
           None151 (100)46 (100)36 (28)
           Mild0 (0)0 (0)44 (34)
           Moderate0 (0)0 (0)38 (29)
           Severe0 (0)0 (0)5 (3.8)
           Unknown0 (0)0 (0)7 (5.4)
          CT – CPFE0 (0)#0 (0)#32 (25)¶,+<0.001
          mPAP mmHg54±12+,#62±13¶,#49±8¶,+<0.001
          mRAP mmHg12±610±511±50.3
          PAWP mmHg10.91±3.109.72±2.7711.03±3.210.055
          Cardiac output L·min−14.64±1.87+,#3.85±0.98¶4.08±1.44¶0.014
          Cardiac index L·min−1·m−22.47±0.95#2.13±0.522.23±0.73¶0.031
          PVR Wood Units10.7±5.2+14.6±6.2¶,#10.3±4.4+<0.001
          SvO2%61±1062±759±80.030
          FEV1 % predicted82±1788±1583±200.124
          FEV1 severity0.056
           Normal (>80% predicted)83 (58)31 (70)67 (53)
           Mild (70–80% predicted)21 (15)8 (18)24 (19)
           Moderate (50–70% predicted)34 (24)5 (11)29 (23)
           Severe (<50% predicted)5 (3.5)0 (0)6 (4.8)
          FVC % predicted93±20101±1899±210.016
          FEV1/FVC %74±10#74±8#67±10¶,+<0.001
          DLCO % predicted52±20#56±17#31±14¶,+<0.001

          Data are presented as n (%) or mean±sd unless otherwise stated. Between-group comparisons performed using one-way ANOVA with Bonferroni post hoc correction. Eight patients with both CGG and LD not included. IPAH: idiopathic pulmonary arterial hypertension; IPAH-noLD: idiopathic pulmonary arterial hypertension with no computed tomography features of lung disease; IPAH-CGG: idiopathic pulmonary arterial hypertension with centrilobular ground-glass changes; IPAH-LD: idiopathic pulmonary arterial hypertension with CT features of lung disease; CT: computed tomography; WHO: World Health Organisation; CPFE: combined pulmonary fibrosis and emphysema; mPAP: mean pulmonary arterial pressure; mRAP: mean right atrial pressure; PAWP: pulmonary arterial wedge pressure; PVR: pulmonary vascular resistance; SvO2: mixed venous oxygen saturation; FEV1: forced expiratory volume in 1 s; FVC: forced vital capacity; DLCO: diffusing capacity of the lung for carbon monoxide; CGG: centrilobular ground-glass; LD: lung disease. Difference between groups noted – #: significant difference to IPAH-LD; ¶: significant difference to IPAH-noLD; +: significant difference to IPAH-CGG.

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          Computed tomography lung parenchymal descriptions in routine radiological reporting have diagnostic and prognostic utility in patients with idiopathic pulmonary arterial hypertension and pulmonary hypertension associated with lung disease
          Krit Dwivedi, Robin Condliffe, Michael Sharkey, Robert Lewis, Samer Alabed, Smitha Rajaram, Catherine Hill, Laura Saunders, Peter Metherall, Faisal Alandejani, Dheyaa Alkhanfar, Jim M. Wild, Haiping Lu, David G. Kiely, Andrew J. Swift
          ERJ Open Research Jan 2022, 8 (1) 00549-2021; DOI: 10.1183/23120541.00549-2021

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          Computed tomography lung parenchymal descriptions in routine radiological reporting have diagnostic and prognostic utility in patients with idiopathic pulmonary arterial hypertension and pulmonary hypertension associated with lung disease
          Krit Dwivedi, Robin Condliffe, Michael Sharkey, Robert Lewis, Samer Alabed, Smitha Rajaram, Catherine Hill, Laura Saunders, Peter Metherall, Faisal Alandejani, Dheyaa Alkhanfar, Jim M. Wild, Haiping Lu, David G. Kiely, Andrew J. Swift
          ERJ Open Research Jan 2022, 8 (1) 00549-2021; DOI: 10.1183/23120541.00549-2021
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