Location, duration, quality
Body map, onset, spread, temporal pattern, intensity, interference, and pain language.
Patient-facing pain phenotyping platform
Translate complex pain into clearer care.
Pain can come from many different conditions, mechanisms, and body systems. PainBridge helps people describe pain, identify clinically meaningful patterns, prepare diagnostic conversations, and connect with mechanism-matched care pathways.
Mechanism-aware
Red-flag sensitive
Specialist-ready
Non-diagnostic
The expert shift
Pain is not one thing. It is a manifestation of many possible disorders.
A general site about pain, sleep, food, exercise, and stress can quickly feel like wellness education. PainBridge is built around a more clinically useful question: which pain mechanism, pattern, body system, red flag, or care pathway may matter here?
PainBridge does not diagnose. It helps users organize the details that matter for diagnosis, treatment selection, specialist referral, self-management, and care navigation.
PainBridge phenotype dimensions
A clinical-research architecture underneath the patient experience.
Inspired by multidimensional chronic pain frameworks, PainBridge organizes pain by pattern, mechanism hypothesis, function, comorbidities, psychosocial context, access barriers, and treatment response.
Nociceptive, neuropathic, nociplastic
Flags inflammatory, visceral, headache/orofacial, postsurgical, cancer-related, and mixed patterns.
What pain prevents
Sleep, work, school, movement, caregiving, social life, mood, and daily roles.
Why care is hard to navigate
Language, culture, stigma, family burden, trauma, insurance, transportation, rurality, and prior invalidation.
Pain type / mechanism layer
Different pain mechanisms call for different conversations.
Instead of treating pain as a single symptom, PainBridge helps users prepare mechanism-aware questions and care pathways to discuss with clinicians.
Nociceptive pain
Tissue injury, inflammation, mechanical strain, arthritis, surgery, trauma, tendonitis, or postsurgical pain.
Neuropathic pain
Nerve injury or nervous system disease, including sciatica, diabetic neuropathy, postherpetic neuralgia, chemotherapy neuropathy, or spinal cord injury pain.
Nociplastic pain
Altered nociception with widespread pain, fatigue, sensory sensitivity, sleep disruption, and overlapping conditions such as fibromyalgia or some chronic pelvic pain.
Inflammatory pain
Morning stiffness, swelling, warmth, redness, fatigue, rash, eye inflammation, GI symptoms, or autoimmune family history.
Visceral pain
Deep internal, cramping, pelvic, bladder, bowel, menstrual, meal-related, or urination-linked pain patterns.
Mixed-mechanism pain
Common combinations such as low back pain with radicular symptoms, arthritis with neuropathic-like features, or endometriosis with inflammatory, visceral, and nociplastic contributors.
Pattern recognition, not diagnosis
Pain patterns to discuss with your clinician.
PainBridge can identify clinically meaningful clusters and turn them into questions, red-flag guidance, and next-step pathways without claiming to diagnose.
Burning, electric, shooting, tingling
May prompt discussion of nerve involvement, neurological exam, EMG/NCS, diabetes/B12/thyroid labs, medication review, or spine evaluation.
Morning stiffness, swelling, warmth
May support questions about joint exam, ESR/CRP, autoimmune labs, imaging, rheumatology, NSAID safety, DMARDs, steroids, or biologics.
Movement-linked, localized, reproducible
May guide PT, graded strengthening, ergonomics, activity modification, imaging education, and low-value care avoidance.
Fatigue, brain fog, sensory sensitivity
May support discussion of nociplastic pain, central sensitization, sleep, pacing, pain psychology, graded activity, and validation language.
Cramping, pelvic, bowel, bladder, meals
May route toward GI, gynecology, urology, pelvic floor PT, symptom tracking by meals/cycle/bowel/bladder function, and urgent abdominal flags.
Migraine, cluster, trigeminal, TMD-like
May organize headache diary, medication overuse screening, neurology/dentistry/TMD pathways, and urgent headache red flags.
Integrated product modules
Modules that make pain phenotyping usable.
The updated PainBridge architecture still needs concrete tools. These modules translate the expert phenotyping layer into a patient-facing workflow: describe, classify, check safety, prepare the conversation, match options, and navigate care.
Pain Story Builder
Collects onset, duration, location, quality, flare pattern, prior evaluations, treatment history, and what the user most wants the clinician to understand.
Semantic Translator
Maps patient language, preferred-language phrases, cultural metaphors, and hard-to-translate descriptions into clinically interpretable wording.
Body Map + Visual Pain Lexicon
Captures radiation, spread, pressure, burning, electric, throbbing, diffuse ache, sensory sensitivity, and location changes without relying only on numbers.
Red Flag Triage Check
Checks whether back pain, headache, chest pain, abdominal/pelvic pain, neurological symptoms, cancer history, or postsurgical symptoms may need urgent care.
Mechanism Signal Classifier
Flags possible nociceptive, neuropathic, nociplastic, inflammatory, visceral, headache/orofacial, cancer-related, postsurgical, or mixed-mechanism signals.
Condition Pathway Router
Routes users toward low back/sciatica, fibromyalgia, arthritis, migraine, neuropathy, pelvic pain, postsurgical pain, cancer-related pain, TMD, or sickle cell pathways.
Overlapping Pain Conditions Screen
Asks about migraine, IBS, pelvic pain, TMD, widespread pain, fatigue, insomnia, and sensory sensitivity to identify chronic overlapping pain patterns.
Pain Phenotype Report
Generates a structured report with main complaint, pain quality, pattern, mechanism signals, red flags, function, communication concerns, and treatment history.
Diagnostic Conversation Builder
Creates non-diagnostic clinical questions such as "Could this suggest nerve involvement?" or "Should we consider inflammatory arthritis?"
Specialist Visit Builders
Adapts the phenotype report for primary care, pain medicine, rheumatology, neurology, physical therapy, pain psychology, gynecology, urology, or GI visits.
Mechanism-Matched Care Options
Explains why inflammatory, neuropathic, mechanical, nociplastic, visceral, migraine, cancer-related, and postsurgical pain often require different care strategies.
Medication by Mechanism
Organizes medication education by purpose: anti-inflammatory, neuropathic, migraine-specific, muscle spasm, severe acute/cancer pain, and nociplastic pain options.
Procedure Education
Explains injections, nerve blocks, radiofrequency ablation, Botox for migraine, spinal cord stimulation, joint injections, EMG/NCS, and imaging questions.
Low-Value Care Guardrails
Helps users discuss when routine imaging, prolonged bed rest, repeated procedures, acute headache medication overuse, or first-line opioids may not be helpful.
Care Navigation + Access Support
Connects phenotype signals to primary care, PT/OT, rheumatology, neurology, pain psychology, sleep care, language support, transportation, insurance, and community resources.
Condition-specific expert pathways
The site becomes expert when it knows which pathway fits the pattern.
PainBridge can provide pathway-specific intake, visit builders, red flags, self-management options, medication questions, and specialist navigation.
Low Back Pain / Sciatica
Mechanical vs radicular features, leg radiation, numbness/weakness, imaging education, PT questions, injections, cauda equina red flags.
Fibromyalgia / Nociplastic Pain
Widespread map, fatigue, sleep, cognition, sensory sensitivity, flares, pacing, graded activity, validation scripts.
Arthritis / Joint Pain
Osteoarthritis vs inflammatory arthritis, stiffness duration, swelling, joint distribution, rheumatology questions, PT/OT, NSAID safety.
Migraine / Headache
Aura, nausea, light sensitivity, frequency, medication overuse, preventive vs abortive options, red flags, neurology summary.
Neuropathy
Burning, numbness, tingling, distribution, diabetes/chemo/shingles/spine history, balance, foot care, neuropathic medications.
Pelvic Pain / Endometriosis / Bladder Pain
Menstrual cycle, pain with sex, bowel/bladder symptoms, pelvic floor symptoms, dismissal scripts, GYN/urology/GI pathways.
Postsurgical / Post-Traumatic Pain
Duration after injury or procedure, nerve-like symptoms, scar sensitivity, CRPS-like features, PT/OT, taper questions, trauma-informed care.
Cancer-Related / Palliative Pain
Cancer history, treatment-related pain, chemo neuropathy, bone pain, opioid literacy, palliative care, caregiver communication.
TMD / Orofacial Pain
Jaw pain, chewing-related pain, clicking, locking, headache overlap, dental vs pain specialist pathway, bruxism, appliance questions.
Sickle Cell / Episodic Severe Pain
Crisis pattern, emergency care plan, opioid stigma, undertreatment, hydration or infection triggers, hematology pathway, invalidation-sensitive scripts.
Treatment matching logic
Different treatments target different pain mechanisms.
PainBridge does not prescribe. It helps users ask mechanism-specific questions about options commonly discussed in clinical care.
Pain pattern
Care options to discuss
Inflammatory pain
NSAIDs, steroids, DMARDs or biologics, rheumatology care, joint exam and labs.
Neuropathic pain
SNRIs, gabapentinoids, TCAs, topical lidocaine/capsaicin, neurology or pain care.
Mechanical musculoskeletal pain
Physical therapy, graded activity, strengthening, manual therapy, ergonomic changes.
Nociplastic / widespread pain
Pain neuroscience education, pacing, CBT/ACT, sleep treatment, graded activity, selected nonopioid medications.
Visceral pain
Condition-specific GI/GYN/urology care, pelvic PT, antispasmodic questions, meal/cycle/bowel/bladder tracking.
Migraine / headache
Acute and preventive medications, medication overuse review, trigger patterns, sleep regularity, neurology care.
Cancer-related or palliative pain
Opioids when appropriate, adjuvant analgesics, radiation/procedures, palliative care, caregiver summary.
Diagnostic conversation builder
Better questions without self-diagnosing.
The output is not a diagnosis. It is a clinician-facing question that connects the user's pain language, body map, function, and mechanism signals.
Could this be nerve pain?
My pain feels burning and electric and travels from my lower back into my leg. I also notice tingling and numbness. Could this pattern suggest nerve involvement? What exam findings or tests would help clarify this?
Could this be inflammatory?
My joints are stiff for more than an hour in the morning and sometimes look swollen. The pain improves somewhat after movement. Should we consider inflammatory arthritis or rheumatology evaluation?
Could this be nociplastic?
My pain is widespread and fluctuates with sleep, stress, and overexertion. I also experience fatigue and brain fog. Could altered pain processing or central sensitization be part of my pain picture?
PainBridge phenotype report
Move beyond a generic visit summary.
The core output is a structured Pain Phenotype Report that can support clinical communication, care navigation, and research-ready pattern recognition.
Main pain complaintLocation, duration, onset, intensity, and interference.
Pain quality and patternBurning, stabbing, pressure, aching, electric, radiating, constant, intermittent, morning, night, flare pattern.
Possible mechanism signalsNerve-like, inflammatory, mechanical, nociplastic, visceral, headache, red-flag, or mixed features.
Function and communicationSleep, work, movement, caregiving, mood, translation concerns, dismissal fears, medication concerns.
Treatment historyWhat has been tried, what helped, what worsened symptoms, side effects, and user priorities.
Suggested discussion topicsMechanism, evaluation, specialist referral, treatment options, self-management, procedures, and care resources.
Specialist-specific visit builders
The right summary for the right clinical conversation.
PainBridge can adapt the same pain phenotype into different visit builders for primary care, pain medicine, rheumatology, neurology, PT, pain psychology, and pelvic/GI/urology care.
Primary care
Symptoms, red flags, initial labs or imaging questions, medication safety, and referrals.
Pain medicine
Mechanism signals, prior treatments, procedure questions, medication options, and functional goals.
Rheumatology
Morning stiffness, swelling, autoimmune symptoms, rash, eye/GI symptoms, family history, labs.
Neurology
Numbness, tingling, weakness, sensory changes, headache phenotype, neuropathy labs, EMG/NCS.
Physical therapy
Movement triggers, function goals, fear of movement, home exercise preferences, flare rules.
Procedure and medication literacy
Expert education where patients usually feel lost.
PainBridge can explain what procedures and medications are usually for, what they do not treat, what to ask before trying them, and what response may mean clinically.
Procedure education
Epidural steroid injection, facet injection, medial branch block, radiofrequency ablation, trigger point injection, SI joint injection, nerve block, Botox for migraine, spinal cord stimulation, joint injection, EMG/NCS, MRI/CT/X-ray education.
Medication by mechanism
NSAIDs and anti-inflammatory treatments, gabapentinoids, SNRIs, TCAs, topical lidocaine/capsaicin, migraine-specific therapies, muscle relaxants, opioid safety, naloxone, bowel regimen, and palliative pain options.
What not to do
Routine imaging for nonspecific low back pain without red flags, prolonged bed rest, opioids as first-line for many chronic noncancer pain conditions, repeated procedures without functional benefit, acute headache medication overuse, and dismissing pain because tests are normal.
Red flag intelligence
Before self-management, PainBridge checks whether urgent care may be needed.
A credible pain platform must know when self-management is not appropriate. PainBridge can screen for back pain, headache, chest or upper body pain, abdominal/pelvic pain, cancer history, postsurgical symptoms, and neurological red flags.
It also protects against dismissal: symptoms may not always be emergent, but they can still be clinically meaningful when they affect sleep, function, work, caregiving, mood, or daily life.
Back pain urgent flags
New bowel or bladder dysfunction, saddle anesthesia, new or progressive weakness, fever, major trauma, cancer history, unexplained weight loss.
Headache urgent flags
Thunderclap onset, neurological deficit, fever or stiff neck, new headache after age 50, pregnancy or postpartum severe headache, head injury.
Chest or abdominal urgent flags
Chest pressure, shortness of breath, sweating, arm or jaw radiation, fainting, severe sudden abdominal pain, persistent vomiting, blood in stool, fever with severe pain.
Revised platform identity
PainBridge is a pain phenotyping and clinical communication platform.
The core product is not pain education. It is a patient-facing system for describing pain, identifying clinically relevant patterns, preparing diagnostic conversations, exploring mechanism-matched options, building self-management plans, and navigating care.
Recommended website information architecture
A practical content structure for turning PainBridge into a usable platform.
The website can grow from this homepage into focused routes for pain patterns, phenotype building, reports, conditions, treatments, procedures, red flags, visit preparation, care navigation, contact, and login.
- Hero and primary navigation
- Expert shift and phenotype dimensions
- Mechanism layer and pattern recognition
- Product modules and condition pathways
- Treatment logic and visit builders
- Red flags, identity, contact, and final CTA
Build My Pain Phenotype
Explore Pain Patterns
Conditions
Treatments & Procedures
Prepare for a Visit
Red Flags
About PainBridge
Priority pages include /pain-patterns, /phenotype-builder, /phenotype-report, /conditions, /treatments, /medications, /procedures, /red-flags, /visit-builders, /care-navigation, /contact, and /login.
Reusable content schemas
The content model behind the patient-facing experience.
PainBridge content can be maintained as structured objects instead of one-off pages, making it easier to expand condition pathways, red-flag rules, report fields, and product modules over time.
Generic content cardcategory, label, title, summary, body, keywords, and CTA.
Pain mechanism objectdefinition, examples, questions to discuss, evaluation topics, care options, red flags, and related conditions.
Condition pathway objectintake topics, education topics, red flags, specialists, and visit-builder fields.
Product module objectmodule number, category, description, inputs, outputs, related modules, and status.
Red flag rule objectsymptom, urgency, user-facing message, category, and clinical review flag.
Phenotype report objectmain complaint, pain quality, mechanism signals, red flags, function, communication, history, and discussion topics.
Content taxonomy
A shared language for pain mechanisms, function, access, and care destinations.
PainBridge separates patient-reported information from system-generated pattern signals and keeps outputs framed as possibilities to discuss with clinicians.
Mechanisms
Nociceptive, neuropathic, nociplastic, inflammatory, visceral, headache/orofacial, postsurgical, cancer-related, and mixed-mechanism.
Patterns
Nerve-like, inflammatory, mechanical, widespread, visceral, and headache/orofacial.
Functional domains
Sleep, work, school, movement, caregiving, social life, mood, and daily roles.
Context and access
Language, culture, stigma, family burden, trauma, insurance, transportation, rurality, and prior invalidation.
Care destinations
Primary care, pain medicine, rheumatology, neurology, PT/OT, pain psychology, gynecology, urology, GI, hematology, palliative care, sleep care, and community resources.
Safety boundary
Urgent-care messages, clinical rules, medication information, and diagnostic prompts require clinical and legal review before deployment.
Content and safety notes for development
Build trust by keeping the product non-diagnostic and review-ready.
Maintain phrases such as possible signal, pattern to discuss, and questions for your clinician.
Separate educational information from individualized output and show uncertainty for mixed-mechanism patterns.
Red-flag logic should interrupt or precede self-management recommendations.
Medication and procedure content should be framed as education and discussion prompts, not treatment recommendations.
The semantic translator should preserve the patient's original wording alongside clinically interpretable phrasing.
Accessibility should support plain language, preferred-language workflows, keyboard navigation, screen readers, and alternatives to numerical pain scales.
Avoid implying that normal test results invalidate pain.
Start with the pattern
Build a PainBridge Phenotype Report.
Use words, body maps, visual pain patterns, timeline, function, red-flag checks, treatment history, and communication concerns to prepare a clearer clinical conversation.