Table 1 Details of all 70 (68 + 2 corresponding to 2 search periods) studies included in the systematic review.

From: Neural correlates of co-occurring pain and depression: an activation-likelihood estimation (ALE) meta-analysis and systematic review

Refs.

N

Age (year)

Pain type

Pain severity

Dep type

Dep severity

Disease duration (month)

Medication

Comparison type

Direction of effects

Brain region

Neuroimaging

ALE

Details of 68 studies (inception to August 2020 search) included in the systematic review

Adler-Neal 2019 [74]

HC = 76

HC = 27

Exp.

HC = Moderate

Trait

HC = Minimal

NA

Exc

Pain/Dep

Pos Moderation between dep & pain

S2 Operculum Insula OFC VLPFC

task-fMRI

N

Albrecht 2019 [75]

P = 25 HC = 27

P = 42 HC = 49

CBP

P = Mild HC = None

Trait

P = Minimal HC = Minimal

P = 6 D = NA

NR

Pain corr dep

Pos

ACC DLPFC

rs-fMRI

Y

Apkarian 2004 [76]

P = 26 HC = 26

P = 43 HC = 43

CBP

P = Moderate HC = NR

Trait

P = Mild HC = NR

P = 136 D = NA

NR

Pain corr dep

ns

ns

MRI

N

As-Sanie 2016 [41]

P = 36 HC = 37

P = 31 HC = 29

CPP

P = Moderate HC = Minimal

Trait

P = Mild HC = NR

P = 6 D = NA

Inc

Pain corr dep

Pos

Insula MPFC

rs-fMRI

Y

Bär 2007 [47]

D = 13 HC = 13

D = 36 HC = 34

Exp.

P = threshold at 44 °C HC = threshold at 41 °C

Trait

D = Moderate HC = Minimal

P = NA D = 97

Exc

Dep v HC

Dep > HC

L thalamus

task-fMRI

Ya

Berna 201053

HC = 20

HC = 28

Exp.

P = Moderate HC = Moderate

Exp.

HC = Minimal

NA

NR

Dep v HC

Dep > HC Dep < HC

Superior parietal lobe Precuneus Supramarginal gyrus IFG S2 DLPFC ACC OFC Temporal gyrus Insula Hippocampus Thalamus Caudate Occipital Intraparietal sulcus Temporal gyrus B S1 Precuneus

task-fMRI

Ya,b

Bilek 2019 [77]

D = 37 HC = 33

D = 34 HC = 26

Exp.

D = Moderate HC = Moderate

Dx

D = NR HC = NR

P = NA D = NR

NR

Dep corr pain

Dep < HC

Frontal, temporal and occipital network

task-fMRI

N

Cifre 2012 [78]

P = 9 HC = 11

P = 52 HC = 49

FM

P = Severe HC = NR

Trait

P = Severe HC = Minimal

P = 322 D = NA

Inc

Pain v HC

Pain < HC

R Thalamusa R PAG L ACCa L PAG

rs-fMRI

Y

Coulombe 2017 [79]

P = 23 HC = 16

P = 51 HC = 50

FM

P = Moderate HC = NR

Trait

P = Minimal HC = NR

P = NR D = NA

Exc

Pain v HC

ns

ns

rs-fMRI

N

Diaz-Piedra 2016 [33]

P = 23 HC = 23

P = 42 HC = 40

FM

P = Moderate HC = Minimal

Trait

P = Moderate HC = Minimal

P = 103 D = NA

Inc

Pain v HC

ns

ns

MRI

N

Fan 2020 [27]

P = 42 HC = 35

P = 30 HC = 31

CD

P = Minimal HC = NR

Trait

P = Minimal HC = NR

P = 59 D = NA

NR

Pain corr dep

ns

ns

rs-fMRI

N

Feliu-Soler 2020 [48]

P = 47

P = 52

FM

P = Moderate

Trait

P = Mild

P = 145 D = 20 episodes

Inc

Pain corr dep

Pos

Bed nucleus of the stria terminalis

MRI

Y

Giesecke 2005 [35]

P = 53 HC = 42

P = 42 HC = 38

FM

P = Moderate HC = None

Trait

P = Mild HC = Minimal

P = NR D = NA

Exc

Pain corr dep

Neg

Insula B amygdala

task-fMRI

Ya

Grachev 2003 [43]

P + D = 10 HC = 10

P + D = 29 HC = 48

CBP

P + D = Moderate HC = NR

Trait

P + D = Mild HC = Minimal

P = 151 D = 114

Exc

Pain v HC

Pain < HC

R DLPFC

MRS

N

Guedj 2008 [80]

P = 20 HC = 10

P = 48 HC = 52

FM

P = Severe HC = None

Trait

P = Moderate HC = Minimal

P = NR D = NA

NR

Pain corr dep

ns

ns

SPECT

N

Gustin 2013 [39]

P = 42 HC = 35

P = 49 HC = 50

NeuP

P = Mild HC = NR

Trait

P = Mild HC = Minimal

P = 144 D = NA

NR

Pain corr dep

Neg (state dep) Pos (state dep) Neg (trait dep) Pos (trait dep)

B thalamus ACC DLPFC PCC B hippocampus B thalamus DLPFC PCC Insula B hippocampus

MRI

N

Harfeldt 2018 [28]

P = 36 HC = 10

P = 42 HC = 36

NeuP

P = Moderate HC = None

Trait

P = Moderate HC = Minimal

P = NR D = NA

Exc

Pain corr dep

ns

ns

MRS

N

Icenhour 2019 [81]

P = 64 HC = 32

P = 30 HC = 33

IBS

P = Moderate HC = Minimal

Trait

P = Minimal HC = Minimal

P = NR D = NA

NR

Pain corr dep

ns

ns

MRS

N

Ikeda 2018 [82]

P = 23 HC = 17

P = 48 HC = 42

Unspecified CP

P = Moderate HC = None

Trait

P = Mild HC = Minimal

P = 103 D = NA

NR

Pain corr dep

Neg

R insulaa L nucleus accumbens

rs-fMRI

Y

Ivo 2013 [83]

P = 14 HC = 14

P = 54 HC = NR

CBP

P = Severe HC = NR

Trait

P = Moderate HC = Minimal

P = 120 D = NA

NR

Pain v HC

ns

ns

MRI

N

Jensen 2013 [84]

P = 26 HC = 13

P = 38 HC = 34

FM

P = Moderate HC = NR

Trait

P = Moderate HC = NR

P = 132 D = NA

Exc

Pain corr dep

Neg

R percalcarine R fusiform R occipital L inferior parietal L caudal middle frontal L precuneus L fusiform L supra marginal

task-fMRI

Ya

Jin 2017 [85]

P = 33 HC = 32

P = 22 HC = 22

PD

P = Moderate HC = Minimal

Trait

P = Minimal HC = Minimal

P = 78 D = NA

NR

Pain corr dep

ns

ns

rs-fMRI

N

Kameda 2018 [86]

P = 34 HC = 56

P = 59 HC = 40

CBP

P = Moderate HC = NR

Trait

P = Minimal HC = NR

P = NR D = NA

Inc

Pain corr dep

Neg

ACC

MRS

N

Ke 2015 [87]

P = 31 HC = 32

P = 29 HC = 28

IBS

P = Moderate HC = NR

Trait

P = Minimal HC = Minimal

P = 33 D = NA

NR

Pain corr dep

ns

ns

rs-fMRI

N

Khan 2014 [36]

P = 9 HC = 9

P = 54 HC = 56

BMS

P = Minimal HC = NR

Trait

P = Minimal HC = Minimal

P = 48 D = NA

Exc

Pain corr dep Pain v HC

Pos Pain > HC

L MPFCa R hippocampus L MPFCa R Hippocampus

rs-fMRI

Y

Kim 2015 [40]

P = 42 HC = 63

P = 45 HC = 43

FM

P = Moderate HC = NR

Trait

P = Mild HC = Minimal

P = 167 D = NA

NR

Pain corr dep

Pos

Orbital frontal gyrus Gyrus rectus Superior medial frontal gyrus L lingual gyrus B supramarginal gyrus Fusiform gyrus B medial temporal lobe R inferior parietal

MRI

N

Klega & Eberle 2010 [88]

P = 10 HC = 10

P = 46 HC = NR

CRPS

P = Mild HC = None

Trait

P = Minimal HC = NR

P = 4 D = NA

NR

Pain corr dep

Pos

Temporal cortex

PET

Y

Ledermann 2016 [89]

P + D = 11 P = 13 HC = 17

P + D = 55 P = 45 HC = 43

FM

P + D = Mild P = Mild HC = Minimal

Trait

P + D = Mild P = Minimal HC = Minimal

P = 162 D = NA

Inc

Pain/Dep

P-D > P

L ventral striatum

PET

N

Lee 2015 [90]

P = 24 HC = 25

P = 36 HC = 32

CRPS

P = NR HC = NR

Trait

P = Moderate HC = Minimal

P = 34 D = NA

Inc

Pain v HC

ns

ns

MRI

N

J. Li 2020 [44]

P + D = 28 P = 21 HC = 36

P + D = 36 P = 32 HC = 32

IBS

P + D = Mild P = Minimal HC = NR

Trait

P + D = Mild P = Minimal HC = Minimal

P + D = 21 P = 19

Exc

Pain/Dep Pain v HC

P-D < P Pain < HC

B MFG L IFG L SFG L Insula L IFG

MRI

Y

H. Li 2020 [91]

P = 24 HC = 23

P = 64 HC = 61

NeuP

P = Moderate HC = None

Trait

P = Minimal HC = Minimal

P = 22 D = NA

NR

Pain corr dep

Neg

PAGa S1

rs-fMRI

N

Lirng 2015 [92]

P + D = 16 P = 14

P + D = 41 P = 40

H/M

P + D = Severe P = Moderate

Trait

P + D = Moderate P = Minimal

P = 200 (P + D) P = 154 (P) D = NA (P + D) D = NA (P)

Inc

Pain/Dep

P-D > P

R DLPFC

MRS

N

P. Liu 2013 [93]

P = 49 HC = 39

P = 22 HC = 22

FD

P = Minimal HC = Minimal

Trait

P = Minimal HC = Minimal

P = 36 D = NA

Exc

Pain corr dep

ns

ns

rs-fMRI

N

B-L. Liu 2015 [94]

P = 29 HC = 10

P = 54 HC = 52

BMS

P = Mild HC = NR

Trait

P = Minimal HC = Minimal

P = 10 D = NA

NR

Pain/Dep Pain v HC

P-D < P Pain < HC

L Parietal L Temporal L Parieto-occipital lobe

SPECT

N

P. Liu 2017 [25]

P = 66 HC = 42

P = 23 HC = 23

FD

P = NR HC = NR

Trait

P = Minimal HC = Minimal

P = 35 D = NA

NR

Pain/Dep

ns

ns

rs-fMRI

N

P. Liu, Li, 2018 [26]

P = 43 HC = 37

P = 32 HC = 31

CD

P = NR HC = NR

Trait

P = Minimal HC = Minimal

P = 80 D = NA

NR

Pain/dep

ns

ns

rs-fMRI

N

P. Liu, Wang 2018 [95]

P = 69 HC = 49

P = 23 HC = 23

FD

P = Minimal HC = NR

Trait

P = Minimal HC = Minimal

P = NR D = NA

Exc

Pain corr dep

ns

ns

MRI

N

Q. Liu 2019 [34]

P = 21 HC = 17

P = 43 HC = 43

PSPD

P = Moderate HC = NR

Trait

P = Moderate HC = Minimal

P = 42 D = NA

Exc

Pain v HC

ns

ns

SPECT

N

López-Solà 2017 [96]

P = 37 HC = 35

P = 46 HC = 44

FM

P = Moderate HC = NR

Trait

P = Mild HC = NR

P = 80 D = NA

Inc

Pain corr dep

Pos

ACC Precuneus

task-fMRI

N

Luo 2016 [97]

P = 12 HC = 10

P = 46 HC = 35

PSPD

P = Moderate HC = None

Trait

P = Minimal HC = Minimal

P = 6 D = NA

Exc

Pain/Dep

P-D > D

L Fusiform gyrus B DLPFC L VLPFC MPFC

task-fMRI

N

Ma 2018 [98]

P + D = 10 P = 22 HC = 27

P + D = 28 P = 34 HC = 30

H/M

P = Severe HC = NR

Trait

P + D = Moderate P = Minimal HC = Minimal

P = 86 (P + D) P = 118 (P) D = NA (P + D) D = NA (P)

NR

Pain/Dep

P-D < P P-D > P

Thalamus Fusiform

rs-fMRI

Y

Malejko 2021 [45]

D = 22 HC = 25

D = 23 HC = 20

Exp.

Not compared

Dx

D = Severe HC = Minimal

P = NA D = NA

Inc

Dep corr pain

Neg

R S1

task-fMRI

Ya

Mao & Yang 2015 [99]

P = 33 HC = 33

P = 51 HC = 51

CBP

P = Moderate HC = NR

Trait

P = Minimal HC = Minimal

P = 114 D = NA

Exc

Pain corr dep

ns

ns

MRI

N

Mountz 1995 [100]

P = 10

P = 44

FM

P = Mild

Trait

P = Mild

P = NR D = NA

Exc

Pain corr dep

ns

ns

SPECT

N

Nees 2019 [101]

P = 39 HC = 30

P = 45 HC = 41

CBP

P = Mild HC = Minimal

Trait

P = Mild HC = Minimal

P = 104 D = NA

Inc

Pain corr dep

ns

ns

Cortisol

N

Niddam 2018 [102]

P = 49 HC = 25

P = 35 HC = 33

H/M

P = Moderate HC = NR

Trait

P = Minimal HC = Minimal

P = 160 D = NA

Exc

Pain corr dep

Neg

ACC

MRS

N

Otti 2013 [103]

P = 21 HC = 19

P = 47 HC = 49

SomP

P = Moderate HC = NR

Trait

P = Mild HC = Minimal

P = NR D = NA

Inc

Pain corr dep

ns

ns

rs-fMRI

N

Qi 2016 [29]

P = 65 HC = 67

P = 34 HC = 31

IBS

P = Mild HC = NR

Trait

P = Minimal HC = Minimal

P = 42 D = NA

Exc

Pain corr dep

ns

ns

rs-fMRI

N

Robinson 2011 [104]

P = 14 HC = 11

P = 43 HC = 42

FM

P = MildHC = NR

Trait

P = Minimal HC = Minimal

P = NR D = NA

NR

Pain corr dep

ns

ns

MRI

N

Rosenberger 2013 [105]

P = 15 HC = 12

P = 42 HC = 31

IBS

P = Moderate HC = Mild

Trait

P = Minimal HC = Minimal

P = 12 D = NA

Exc

Pain corr dep

Pos

Cerebellum

task-fMRI

Ya

Schweinhardt 2008 [42]

P = 20

P = 57

RA

P = Moderate

Trait

P = Minimal

P = NR D = NA

Exc

Pain corr dep

Pos

MPFC

task-fMRI

Ya

Seifert 2011 [106]

P = 13

P = 44

H/M

P = Mild HC = NR

Trait

P = Mild

P = 2 D = NA

Inc

Pain corr dep

Pos

Insula

rs-fMRI

Y

Smit 2018 [30]

P = 14 HC = 12

P = 56 HC = 53

Cervical dystonia

P = Mild HC = NR

Trait

P = Minimal HC = Minimal

P = 144 D = NA

Exc

Pain corr dep

ns

ns

PET

N

Strigo 2008 [46]

D = 15 HC = 15

D = 25 HC = 24

Exp.

P = NR HC = NR

Dx

D = Moderate HC = NR

P = NA D = NA

Exc

Dep corr pain

Dep > HC Dep < HC

R amygdala L parahippocampal gyrus Visual cortexR ACC R DLPFC L DLPFC L SFG L MTG L precuneus R PAG R brainstem

task-fMRI

Ya

Tan 2019 [31]

P = 26 HC = 27

P = 52 HC = 51

BMS

P = MildHC = NR

Trait

P = Minimal HC = Minimal

P = 9 D = NA

NR

Pain corr dep

ns

ns

MRI

N

Truini 2016 [107]

P = 20 HC = 15

P = 28–67 range HC = 26–65 range

FM

P = Moderate HC = NR

Trait

P = Minimal HC = NR

P = 93 D = NA

Exc

Pain corr dep

Neg

PAGa Opercular cortex SFG Supramarginal gyrus

rs-fMRI

N

Vachon-Presseau 2016 [37]

P = 69 HC = 20

P = 43 HC = 37

BP

P = Moderate HC = NR

Trait

P = Minimal HC = NR

P = NR D = NR

Inc

Pain corr dep

Pos

Amygdala Nucleus accumbens MPFC

rs-fMRI

Y

Valdes 2010 [108]

P = 28 HC = 24

P = 43 HC = 44

FM

P = Moderate HC = NR

Trait

P = Mild HC = Minimal

P = 151 D = NA

NR

Pain corr dep

ns

ns

MRS

N

van Ettinger-Veenstra 2019 [109]

P = 38 HC = 37

P = 46 HC = 51

Unspecified CP

P = Moderate HC = None

Trait

P = Mild HC = Minimal

P = NR D = NA

Inc

Pain corr dep

ns

ns

rs-fMRI

N

Wagner 2009 [110]

HC = 40

HC = 25

Exp.

HC = Pain sensitivity +

Exp.

HC = NR

P = NA D = NA

NR

Pain/Dep

P-D > P

B Thalamus

task-fMRI

Ya,b

Y. Wang 2017 [111]

P = 38 HC = 38

P = 56 HC = 56

NeuP

P = NR HC = NR

Trait

P = Minimal HC = Minimal

P = 85 D = NA

Exc

Pain corr dep

Neg

Insulaa ACC

rs-fMRI

Y

D. Wang 2017 [32]

P = 31 HC = 30

P = 44 HC = 43

IBS

P = Moderate HC = NR

Trait

P = Minimal HC = Minimal

P = 88 D = NA

NR

Pain corr dep

ns

ns

task-fMRI

N

Wingenfeld 2010 [112]

P = 21 HC = 26

P = 33 HC = 35

CPP

P = Minimal HC = Minimal

Trait

P = Mild HC = NR

P = 21 D = NA

Inc

Pain/Dep

P-D < P

HPA

Cortisol

N

Woldeamanuel 2019 [113]

P = 30 HC = 30

P = 40 HC = 40

H/M

P = Moderate HC = NR

Trait

P = Mild HC = Minimal

P = 312 D = NA

Inc

Pain corr dep

ns

ns

MRI

N

Q. Yang 2017 [114]

P = 49 HC = 49

P = 51 HC = 55

H/M, CBP

P = Moderate HC = NR

Trait

P = Minimal HC = Minimal

P = 168 D = NA

Inc

Pain corr dep

ns

ns

rs-fMRI

N

Yu 2013 [115]

P = 40 HC = 40

P = 36 HC = 33

H/M

P = Moderate HC = NR

Trait

P = Moderate HC = Minimal

P = 130 D = NA

Exc

Pain/Dep

P-D < P

Caudate

rs-fMRI

N

Zhang 2018 [38]

P = 29 HC = 34

P = 48 HC = 43

NeuP

P = Moderate HC = NR

Trait

P = Minimal HC = None

P = 72 D = NA

Exc

Pain corr dep

Pos

R amygdalaa Medial frontal gyrus

rs-fMRI

N

Zunhammer 2016 [116]

HC = 39

HC = 26

Exp.

HC = Pain sensitivity +

Trait

HC = Minimal

P = NA D = NA

Inc

Pain corr dep

Pos

ACC Insula

MRS

N

Details of 2 additional studies (3 analyses) (August 2020–September 2021 search) included in the systematic review

Hou 2021 [117]

HC = 25 P + D = 17 D = 19

HC = 23 P + D = 23 D = 22

Exp.

HC = Moderate P + D = Moderate D = Moderate

Dx

HC = Normal P + D = Moderate D = Moderate

P + D (D) = 17 D (D) = 14

Exc

Dep v HC Pain/Dep

D < HC P-D > D

L Rolandic operculum R temporal lobe R fusiform gyrus R insula L PCG L parietal inferior gyrus L temporal lobe

task-fMRI

Ya

Kim 2020 [118]

HC = 18 P = 28

HC = 46 P = 41

Chronic musculoskeletal + FM

HC = Normal P = Mild

Trait

HC = Normal D = Normal-mild

P = NR D = NR

NR

Pain/Dep v HC

ns

ns

task-fMRI, PET

N

  1. BMS Burning mouth syndrome, BP Back pain, CBP Chronic back pain, CD Crohn’s disease, CPP Chronic pelvic pain, CRPS Complex regional pain syndrome, D Depression sample, Dx Diagnosis, Exc Excluded at time of study, Exp Experimentally induced, FD Functional dyspepsia, FM Fibromyalgia, H/M Headache/migraine, HC Healthy control, Inc Included at time of study, IBS irritable bowel syndrome, NA Not applicable, NR Not reported, NeuP Neuropathic pain, P Pain sample, P + D Simultaneous pain and depression, PD Primary dysmenorrhea, PCG postcentral gyrus, PSPD Persistent somatic pain disorder, RA Rheumatoid arthritis, SomP Somatic pain disorder, Unspecified CP Unspecified chronic pain.
  2. Comparison types:
  3. Pain/Dep Simultaneous pain and depression comorbidity studies, Pain corr dep Pain correlated with concurrent depression, Pain v HC Pain contrasted with HC, with depression as covariate, Dep corr pain Depression correlated with concurrent pain, Dep v HC Depression contrasted with HC, with pain as covariate, or in pain-related brain activation; ns non-significant.
  4. Neuroimaging:
  5. task-fMRI task functional magnetic resonance imaging, PET positron emission tomography, MRI magnetic resonance imaging, SPECT single-photon emission computed tomography, MRS magnetic resonance spectroscopy, rs-fMRI resting-state functional magnetic resonance imaging.
  6. ALE legends:
  7. N Study not included in ALE analysis, Y Study included in ALE analysis, aExperimentally induced pain, bExperimentally induced depression/sad mood