Evidence exhibit
Pain sensitivity and modulation
How average differences in experimental pain sensitivity relate to shared acute-pain maps, limited PAG-connectivity findings, peripheral nociceptor physiology, and uncertain endogenous modulation.
In this article
Explore the anatomy
Use the evidence focus controls below to change which documented atlas locations are highlighted. The render identifies anatomy; the article carries the meaning, strength, magnitude, and limits of the evidence.
How average differences in experimental pain sensitivity relate to shared acute-pain maps, limited PAG-connectivity findings, peripheral nociceptor physiology, and uncertain endogenous modulation.
Overview atlas coverage 7 unique atlas regions across 5 evidence groups. 7 evidence records are explicitly off atlas.
Pain and nociception are not interchangeable
Nociception is neural encoding of noxious stimuli, whereas the IASP definition describes pain as an unpleasant sensory and emotional experience associated with, or resembling that associated with, actual or potential tissue damage. Sensory input, context, learning, expectation, and physiological state can influence that experience. A detection threshold, a tolerance endpoint, a numerical intensity rating, regional activation, connectivity, and clinical pain prevalence are different measurements. This exhibit does not collapse them into one female or male pain system.
The priority studies categorize participants as men and women or male and female. Many underlying pain studies use the words sex and gender interchangeably instead of documenting the biological variable consistently. That weakens measurement quality but does not justify discarding the observed group averages. Sexual orientation was not reported in the priority studies and is neither a proxy for sex nor an available causal explanation.
Average experimental pain differences
Graziano and colleagues synthesized 90 cross-sectional studies. As of 20 July 2026, the publisher lists the article as In Press, Corrected Proof, available online 3 April 2026, rather than as a paginated final issue. Its endpoint totals are 7,464 for threshold, 4,935 for tolerance, and 4,911 for intensity; these are not guaranteed to be unique participants, and the public record does not provide exact pooled female and male counts.
Men had higher average thresholds, d = 0.66, higher average tolerance, d = 0.79, and lower reported intensity, d = -0.58 under the authors’ coding. The study detected publication bias for all three outcomes and substantial heterogeneity. Stimulus and sample type moderated some results. It was not preregistered, although its protocol followed an approved dissertation plan. These limitations lower confidence in the exact pooled magnitudes without erasing the average differences.
The atlas intentionally shows no highlighted brain region when this evidence group is selected. A psychophysical outcome is produced by a whole experimental system and does not identify the anatomical source of the sex difference.
Shared acute-pain maps and a null sex contrast
Xu and colleagues preregistered a coordinate-based activation-likelihood meta-analysis covering 222 experiments from 200 papers and 3,816 participants. The dedicated sex analysis was a between-experiment contrast of 22 all-female experiments, N = 338, and 30 all-male experiments, N = 533, not a participant-level comparison within the same experiments.
Neither direction of sex contrast produced a suprathreshold cluster after 10,000 label permutations at p < 0.001 with inclusive main-effect masking and k > 25. The formal conjunction identified left supramarginal gyrus/PFop in the inferior parietal lobule plus bilateral insula. The parietal-operculum mesh is only the nearest available gross proxy and must not be read as an SII finding. The highlighted meshes do not prove that the sexes have equivalent neural pain responses, exclude differences below the method’s resolution, or authorize a psychological interpretation from regional activation.
PAG connectivity is limited evidence
Linnman and colleagues performed a secondary analysis pooling identical pretreatment scans from three earlier placebo, nocebo, and acupuncture experiments. The pooled sample comprised 60 healthy adults, 26 men and 34 women, acquired across two scanner models and tested with individually calibrated low and high heat. Pain thresholds, ratings, and PAG activation magnitude did not differ by sex. Both sexes showed increased high-pain PAG coupling with distributed sensorimotor, cerebellar, and thalamic territories.
The study also found stronger left-PAG coupling in men with left amygdala, left thalamus, right putamen, and right caudate, all surviving whole-brain family-wise correction. Women showed stronger coupling with right supplementary motor area, while the right PAG seed showed no sex effects. The exhibit does not selectively convert target nodes into greater regional activation. It displays the seed and named targets because the atlas cannot draw the studied edges.
This was one small pooled study without independent replication. Menstrual phase and oral contraception were not controlled, and the study did not report sexual orientation. The result is a plausible connectivity hypothesis, not a stable female-male circuit map.
Peripheral nociceptor mechanisms
Stratton and colleagues published a final edited Brain article combining mouse, macaque, and cultured human dorsal-root-ganglion neurons. Human tissue came from 6 male and 4 female donors across the complete work, but the prolactin electrophysiology comparison used 4 male and 3 female donors and the orexin-B comparison used 3 male and 2 female donors. The reported cell-level F tests did not model donor clustering, so the 114 male and 106 female cells reported across the human work are not independent people or biological replicates.
Prolactin selectively increased excitability in female donor neurons, while orexin B selectively increased excitability in male donor neurons. The cross-species pattern is mechanistically striking, but the orexin-B human experiment included only 3 male and 2 female donors and the receptor-expression interpretation remained preliminary. Dorsal-root-ganglion neurons are peripheral and absent from this brain atlas. These experiments do not show that either pathway explains population pain differences or that a sex-specific clinical treatment is effective.
Endogenous modulation and menstrual-cycle uncertainty
Conditioned pain modulation asks whether one noxious stimulus reduces the response to another. Reviews of 17 DNIC studies and 46 CPM articles found results that varied with test stimulus, conditioning stimulus, endpoint, and sample. Some pain-report outcomes favored stronger inhibition in males, while threshold and reflex outcomes sometimes reversed. A direct 54-person study found no sex or contraceptive-group effect. A systemic modulation protocol is not, by itself, a PAG measurement.
Menstrual-cycle findings are similarly unsettled. An older 16-study meta-analysis suggested modest phase variation. A 2015 review found that better-controlled healthy-volunteer studies were generally null, and a 2020 update found five reports of variation and four null reports. Cycle-phase effects remain inconsistent and method-sensitive because phase definitions, ovulation confirmation, hormone measurement, and contraceptive handling vary. Systemic cycle evidence does not localize an effect to the hypothalamus.
What these results do not establish
The strongest quantitative evidence here concerns average experimental behavior. The localized neural evidence is either a thresholded null contrast or one small, unreplicated connectivity study. The donor-cell work is peripheral and ex vivo. None of these findings identifies the cause of chronic pain in one person, supports a diagnostic sex classifier, or implies that all members of either sex respond alike.
The atlas highlights locations, not effect direction or magnitude. A bilateral mesh can overstate a unilateral result, a procedural PAG cannot reproduce a histological boundary, and an intentionally blank highlight state means that no brain region is claimed. The display does not encode an individual’s pain, treatment response, or physiology.
Reviewed status: Owner review was completed by Taig Mac Carthy on 21 July 2026 for publication. Reviewed status records editorial approval; it is not clinical endorsement.
Evidence catalog
Physiology and atlas evidence records
Evidence group
Experimental pain sensitivity
Meta-analytic female-male averages differ for pain threshold, tolerance, and reported intensity, but these behavioral outcomes do not identify a brain location.
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Experimental pain threshold
A 2026 meta-analysis of 90 cross-sectional studies pooled a pain-threshold endpoint total of 7,464 participants and found higher thresholds in men than women, d = 0.66. The public corrected proof does not report an exact pooled female-male split, endpoint totals need not be unique participants, heterogeneity was substantial, and publication bias was detected. The result is a moderate average behavioral difference, not a localized neural effect.
- Scope
- human
- Evidence
- moderate
- Magnitude
- moderate
- Atlas precision
- not-renderable
-
Experimental pain tolerance
The same meta-analysis pooled a tolerance endpoint total of 4,935 participants and found higher tolerance in men than women, d = 0.79. Clinical samples showed smaller differences, protocols varied, and publication bias was detected. The exact estimate is retained while the project conservatively labels its magnitude moderate because it falls just below the conventional d = 0.80 large-effect threshold.
- Scope
- human
- Evidence
- moderate
- Magnitude
- moderate
- Atlas precision
- not-renderable
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Experimental pain intensity
The same meta-analysis pooled an intensity endpoint total of 4,911 participants and reported lower pain intensity in men than women, d = -0.58 in the authors' direction of coding. The analysis detected publication bias, stimuli and samples varied, and the public report does not expose the pooled female-male count. This moderate group average does not predict one person's pain report.
- Scope
- human
- Evidence
- moderate
- Magnitude
- moderate
- Atlas precision
- not-renderable
Evidence group
PAG network modulation
One secondary pooled 60-person heat-pain analysis found corrected sex-related left-PAG connectivity, not a replicated difference in activation of each highlighted target.
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Periaqueductal grey
This secondary analysis pooled identical pretreatment scans from three earlier placebo, nocebo, and acupuncture experiments: 60 healthy adults, 26 men and 34 women, acquired across two scanner models and tested with individually calibrated heat. Pain thresholds, ratings, and PAG activation magnitude did not differ by sex. Both sexes increased high-pain PAG connectivity with somatosensory, motor, cerebellar, and thalamic regions. The midline procedural PAG mesh marks the connectivity seed; it does not turn the study into evidence for a separate male or female PAG.
- Scope
- human
- Evidence
- limited
- Magnitude
- null
- Atlas precision
- procedural
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Amygdaloid complex
In the same 60 healthy adults, 26 men and 34 women, men showed stronger left-PAG connectivity with left amygdala during high pain, cluster-level whole-brain pFWE < 0.001. The extracted cluster estimate was d = 0.69 with considerable overlap. This single-study connection has not been independently replicated, is not greater activation of the amygdala, and cannot have its reported side or edge encoded by the bilateral gross mesh.
- Scope
- human
- Evidence
- limited
- Magnitude
- moderate
- Atlas precision
- gross
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Thalamus
In the same 60 healthy adults, 26 men and 34 women, men showed stronger left-PAG connectivity with left thalamus during high pain, cluster-level whole-brain pFWE = 0.003. The paper did not provide a standardized effect for this target. This is limited, unreplicated connectivity evidence, not greater activation of the thalamus, and the bilateral whole-thalamus mesh is a gross localization.
- Scope
- human
- Evidence
- limited
- Magnitude
- not-estimated
- Atlas precision
- gross
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Putamen
In the same 60 healthy adults, 26 men and 34 women, men showed stronger left-PAG connectivity with right putamen during high pain, cluster-level whole-brain pFWE = 0.005. The paper did not provide a standardized effect for this target. This is limited, unreplicated connectivity evidence, not greater activation of the putamen, and the bilateral gross mesh cannot display the reported side.
- Scope
- human
- Evidence
- limited
- Magnitude
- not-estimated
- Atlas precision
- gross
-
Caudate (head)
In the same 60 healthy adults, 26 men and 34 women, men showed stronger left-PAG connectivity with right caudate during high pain, cluster-level whole-brain pFWE = 0.002. The paper did not provide a standardized effect for this target. This is limited, unreplicated connectivity evidence, not greater activation of the caudate, and the atlas head-of-caudate mesh is a gross bilateral proxy.
- Scope
- human
- Evidence
- limited
- Magnitude
- not-estimated
- Atlas precision
- gross
Evidence group
Peripheral nociceptor mechanisms
Human donor-cell physiology suggests sex-selective sensitization pathways in dorsal-root-ganglion neurons, which are peripheral and absent from this brain atlas.
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Female-selective prolactin sensitization
A final 2024 Brain study used cultured dorsal-root-ganglion neurons from 6 male and 4 female human organ donors across its complete human work, alongside mouse and one male and one female macaque. The prolactin electrophysiology comparison used 4 male and 3 female donors. Prolactin increased evoked firing in female donor cells, from 2.031 to 6.931 mean action potentials in the reported comparison, but not male donor cells; sex-by-treatment F(1,117) = 8.916, p = 0.0034. The reported F test treated cells as observations and did not model donor-level clustering; the 114 male and 106 female cells reported across the human work are not independent people or biological replicates. This is mixed-species, postmortem ex vivo evidence, not clinical treatment evidence.
- Scope
- mixed
- Evidence
- limited
- Magnitude
- not-estimated
- Atlas precision
- not-renderable
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Male-selective orexin-B sensitization
In the same study using human dorsal-root-ganglion tissue from 6 male and 4 female donors overall, the orexin-B electrophysiology comparison used only 3 male and 2 female donors. Orexin B increased evoked firing in male donor cells, from 2.000 to 5.688 mean action potentials in the reported comparison, but not female donor cells; sex-by-treatment F(1,95) = 7.950, p = 0.0059. The reported F test treated cells as observations and did not model donor-level clustering. The receptor interpretation was preliminary, the result is peripheral, and it is not clinical treatment evidence.
- Scope
- mixed
- Evidence
- limited
- Magnitude
- not-estimated
- Atlas precision
- not-renderable
Evidence group
Endogenous modulation and menstrual cycle
Conditioned pain modulation and menstrual-cycle effects vary by protocol, endpoint, phase definition, hormone measurement, and contraceptive handling.
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Conditioned pain modulation
Reviews of 17 diffuse-noxious-inhibitory-control studies and 46 conditioned-pain-modulation articles found method-dependent sex results: pain-report outcomes more often favored stronger inhibition in males, while threshold or reflex measures sometimes reversed. In an explicit N = 54 null study, 20 men, 20 oral-contraceptive women, and 14 non-contraceptive women showed no group or sex effect, p = 0.636. These systemic psychophysical protocols do not justify a PAG localization.
- Scope
- human
- Evidence
- contested
- Magnitude
- not-estimated
- Atlas precision
- not-renderable
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Menstrual-cycle phase and experimental pain
A 1999 meta-analysis of 16 small studies suggested modest cycle-phase variation, whereas a 2015 review found that more recent better-controlled studies of healthy women were generally null. A 2020 update identified five newer reports of variation and four null reports, with inconsistent phase definitions, ovulation confirmation, direct hormone measurement, and contraceptive handling. Cycle-phase effects remain inconsistent and method-sensitive, and systemic cycle evidence does not justify a hypothalamic atlas highlight.
- Scope
- human
- Evidence
- contested
- Magnitude
- not-estimated
- Atlas precision
- not-renderable
References
Sources
- Graziano MJ, et al. Meta-analysis of sex differences in pain threshold, tolerance, and intensity. In Press, Corrected Proof.
- Xu A, et al. Convergent neural representations of experimentally-induced acute pain in healthy volunteers: A large-scale fMRI meta-analysis.
- Linnman C, et al. Sex similarities and differences in pain-related periaqueductal gray connectivity.
- Stratton HJ, et al. Nociceptors are functionally male or female: from mouse to monkey to man.
- Popescu A, et al. Gender differences in pain modulation by diffuse noxious inhibitory controls, a systematic review.
- Hermans L, et al. Inventory of Personal Factors Influencing Conditioned Pain Modulation in Healthy People: A Systematic Literature Review.
- Baad-Hansen L, et al. Lack of sex differences in modulation of experimental intraoral pain by diffuse noxious inhibitory controls.
- Riley JL III, et al. A meta-analytic review of pain perception across the menstrual cycle.
- Iacovides S, et al. Does pain vary across the menstrual cycle? A review.
- Tan B, et al. Pain Across the Menstrual Cycle: Considerations of Hydration.
- International Association for the Study of Pain. IASP definition of pain.
Review status Reviewed
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