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PMC:7780429 / 19477-28752 JSONTXT

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LitCovid-PD-HP

Id Subject Object Predicate Lexical cue hp_id
T97 523-531 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T98 571-579 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T99 794-802 Phenotype denotes Headache http://purl.obolibrary.org/obo/HP_0002315
T100 854-863 Phenotype denotes headaches http://purl.obolibrary.org/obo/HP_0002315
T101 1080-1088 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T102 1208-1216 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T103 1400-1407 Phenotype denotes hypoxia http://purl.obolibrary.org/obo/HP_0012418
T104 1409-1420 Phenotype denotes hypercapnia http://purl.obolibrary.org/obo/HP_0012416
T105 1477-1484 Phenotype denotes anxiety http://purl.obolibrary.org/obo/HP_0000739
T106 1844-1867 Phenotype denotes end-stage renal disease http://purl.obolibrary.org/obo/HP_0003774
T107 2212-2220 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T108 3249-3257 Phenotype denotes Headache http://purl.obolibrary.org/obo/HP_0002315
T109 3348-3357 Phenotype denotes headaches http://purl.obolibrary.org/obo/HP_0002315
T110 3543-3551 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T111 3746-3754 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T112 3801-3809 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T113 3866-3874 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T114 4344-4351 Phenotype denotes anxiety http://purl.obolibrary.org/obo/HP_0000739
T115 4400-4408 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T116 4499-4507 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T117 4943-4951 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T118 5050-5058 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T119 5723-5731 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T120 6083-6091 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T121 6266-6274 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T122 6331-6339 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T123 6371-6379 Phenotype denotes Headache http://purl.obolibrary.org/obo/HP_0002315
T124 6423-6427 Phenotype denotes pain http://purl.obolibrary.org/obo/HP_0012531
T125 6455-6463 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T126 6508-6516 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T127 6671-6679 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T128 6755-6778 Phenotype denotes endothelial dysfunction http://purl.obolibrary.org/obo/HP_0032654
T129 6956-6964 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T130 7095-7103 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T131 7263-7271 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T132 7312-7320 Phenotype denotes migraine http://purl.obolibrary.org/obo/HP_0002076
T133 7347-7355 Phenotype denotes Headache http://purl.obolibrary.org/obo/HP_0002315
T134 7422-7428 Phenotype denotes asthma http://purl.obolibrary.org/obo/HP_0002099
T135 7602-7610 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T136 7739-7747 Phenotype denotes rhinitis http://purl.obolibrary.org/obo/HP_0012384
T137 7749-7763 Phenotype denotes conjunctivitis http://purl.obolibrary.org/obo/HP_0000509
T138 7944-7952 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T139 8021-8028 Phenotype denotes hypoxia http://purl.obolibrary.org/obo/HP_0012418
T140 8078-8086 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T141 8195-8204 Phenotype denotes headaches http://purl.obolibrary.org/obo/HP_0002315
T142 8271-8279 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T143 8408-8416 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315
T144 8921-8930 Phenotype denotes headaches http://purl.obolibrary.org/obo/HP_0002315
T145 9266-9274 Phenotype denotes headache http://purl.obolibrary.org/obo/HP_0002315

LitCovid-PubTator

Id Subject Object Predicate Lexical cue tao:has_database_id
275 363-373 Species denotes SARS-CoV-2 Tax:2697049
276 23-31 Disease denotes COVID-19 MESH:C000657245
277 523-531 Disease denotes headache MESH:D006261
287 571-579 Disease denotes headache MESH:D006261
288 794-802 Disease denotes Headache MESH:D006261
289 844-863 Disease denotes secondary headaches MESH:D051271
290 1080-1088 Disease denotes headache MESH:D006261
291 1208-1216 Disease denotes headache MESH:D006261
292 1237-1260 Disease denotes multifactorial disorder MESH:D004194
293 1400-1407 Disease denotes hypoxia MESH:D000860
294 1409-1420 Disease denotes hypercapnia MESH:D006935
295 1477-1484 Disease denotes anxiety MESH:D001007
313 1830-1838 Species denotes patients Tax:9606
314 1638-1648 Chemical denotes oxygen and
315 1652-1666 Chemical denotes carbon dioxide MESH:D002245
316 1668-1671 Chemical denotes CO2 MESH:D002245
317 1970-1976 Chemical denotes oxygen MESH:D010100
318 2128-2131 Chemical denotes CO2 MESH:D002245
319 2373-2376 Chemical denotes CO2 MESH:D002245
320 2465-2468 Chemical denotes CO2 MESH:D002245
321 3424-3430 Chemical denotes oxygen MESH:D010100
322 3435-3438 Chemical denotes CO2 MESH:D002245
323 1844-1867 Disease denotes end-stage renal disease MESH:D007676
324 2212-2220 Disease denotes headache MESH:D006261
325 2258-2278 Disease denotes respiratory symptoms MESH:D012818
326 3249-3257 Disease denotes Headache MESH:D006261
327 3321-3325 Disease denotes ICHD
328 3348-3357 Disease denotes headaches MESH:D006261
329 3365-3386 Disease denotes homeostatic disorders MESH:D030342
336 3543-3551 Disease denotes headache MESH:D006261
337 3746-3754 Disease denotes headache MESH:D006261
338 3801-3809 Disease denotes headache MESH:D006261
339 3840-3844 Disease denotes ICHD
340 3866-3874 Disease denotes headache MESH:D006261
341 4089-4099 Disease denotes irritative MESH:D001523
351 4530-4540 Species denotes SARS-CoV-2 Tax:2697049
352 4660-4666 Species denotes people Tax:9606
353 5002-5005 Chemical denotes PPQ
354 4344-4351 Disease denotes anxiety MESH:D001007
355 4400-4408 Disease denotes headache MESH:D006261
356 4499-4507 Disease denotes headache MESH:D006261
357 4698-4703 Disease denotes death MESH:D003643
358 4713-4719 Disease denotes injury MESH:D014947
359 4943-4951 Disease denotes headache MESH:D006261
362 5050-5058 Disease denotes headache MESH:D006261
363 5723-5731 Disease denotes headache MESH:D006261
378 6278-6281 Gene denotes Age Gene:5973
379 6532-6535 Gene denotes age Gene:5973
380 6161-6164 Gene denotes age Gene:5973
381 6977-6984 Species denotes tobacco Tax:4097
382 6083-6091 Disease denotes headache MESH:D006261
383 6266-6274 Disease denotes headache MESH:D006261
384 6331-6339 Disease denotes headache MESH:D006261
385 6371-6379 Disease denotes Headache MESH:D006261
386 6423-6427 Disease denotes pain MESH:D010146
387 6455-6474 Disease denotes headache disability MESH:D006261
388 6508-6516 Disease denotes headache MESH:D006261
389 6671-6679 Disease denotes headache MESH:D006261
390 6746-6778 Disease denotes vascular endothelial dysfunction MESH:D057772
391 6956-6964 Disease denotes headache MESH:D006261
408 7228-7235 Species denotes tobacco Tax:4097
409 7298-7306 Species denotes patients Tax:9606
410 7398-7406 Species denotes patients Tax:9606
411 7502-7510 Species denotes patients Tax:9606
412 7705-7712 Chemical denotes steroid MESH:D013256
413 7095-7103 Disease denotes headache MESH:D006261
414 7263-7271 Disease denotes headache MESH:D006261
415 7312-7320 Disease denotes migraine MESH:D008881
416 7347-7355 Disease denotes Headache MESH:D006261
417 7422-7428 Disease denotes asthma MESH:D001249
418 7602-7610 Disease denotes headache MESH:D006261
419 7739-7747 Disease denotes rhinitis MESH:D012220
420 7749-7763 Disease denotes conjunctivitis MESH:D003231
421 7944-7952 Disease denotes headache MESH:D006261
422 8021-8028 Disease denotes hypoxia MESH:D000860
423 8078-8086 Disease denotes headache MESH:D006261
431 9080-9086 Species denotes people Tax:9606
432 8664-8667 Chemical denotes CO2 MESH:D002245
433 8195-8204 Disease denotes headaches MESH:D006261
434 8271-8279 Disease denotes headache MESH:D006261
435 8408-8416 Disease denotes headache MESH:D006261
436 8921-8930 Disease denotes headaches MESH:D006261
437 9266-9274 Disease denotes headache MESH:D006261

LitCovid-sentences

Id Subject Object Predicate Lexical cue
T194 0-10 Sentence denotes Discussion
T195 11-113 Sentence denotes The current COVID-19 pandemic has caused a substantial change in the workflow of health professionals.
T196 114-180 Sentence denotes One of the most important characteristics has been the use of PPE.
T197 181-280 Sentence denotes Masks are a critical preventive measure and are most essential when social distancing is difficult.
T198 281-532 Sentence denotes It is clear that adherence to universal mask policies reduces the transmission of SARS-CoV-2.14 But, according to the data obtained, we demonstrate a statistically significant association between the use of filter masks and the appearance of headache.
T199 533-653 Sentence denotes In the physiopathology of a new-onset headache, the exact mechanisms may be multiple, complex and not always well known.
T200 654-1003 Sentence denotes Peripheral nociceptive structures and central sensitisation mechanisms may be involved in their development.15 16 The current International Headache Classification proposes, generically for secondary headaches, that the diagnostic criteria do not require remission or improvement of the underlying causal disorder before the diagnosis is formalised.
T201 1004-1303 Sentence denotes For acute processes, a close temporal relationship between the onset of the headache and the onset of the suspected causal disorder is usually sufficient.11 Following this classification, mask-associated headache would probably be a multifactorial disorder with unknown aetiopathogenesis at present.
T202 1304-1512 Sentence denotes Hypothetically, a number of factors may explain the association with filter mask use, including hypoxia, hypercapnia, local compression and mechanical phenomena, as well as anxiety about wearing the device.10
T203 1513-2729 Sentence denotes In the scientific literature there are not many studies that relate the use of face masks to changes in the concentration of oxygen and/or carbon dioxide (CO2), but it seems a plausible hypothesis due to the barrier element that is interposed in the physiological ventilation mechanism.17 In a Taiwanese cohort of 39 patients with end-stage renal disease who wore N95 masks during the 2002 SARS outbreak, the study found a significant reduction in arterial oxygen pressure from baseline and an increase in other respiratory adverse effects.18 Another study conducted in a cohort of 130 astronauts subjected to high CO2 pressures during controlled training showed a significantly higher incidence of headache in the exposed group, in addition to respiratory symptoms and difficulty in concentrating.19 At the University of Wollongong, a study on the effects of CO2 inhalation on workers wearing respiratory protection devices showed that high levels of CO2 were associated with feelings of discomfort and significantly reduced tolerance and time of device use.20 The effect on respiratory physiology and muscle performance of wearing training masks designed to simulate a variable altitude situation has been studied.
T204 2730-3146 Sentence denotes The results are mixed in terms of objective performance parameters, however, it seems that mask use reduces working speed and negatively influences levels of alertness and task focus.21 In 2014, a pilot study evaluated the consequences on respiratory physiology of surgical mask and N95 face mask use and the extent to which nasal inspiratory and expiratory resistance and discomfort were altered in the individuals.
T205 3147-3480 Sentence denotes Physiological changes such as increased respiratory resistances were observed after 3 hours of use.22 Headache associated with filter mask use could be included according to ICHD-311 in the section on headaches due to homeostatic disorders where those related to alteration of oxygen and CO2 partial pressure parameters are included.
T206 3481-3810 Sentence denotes Another phenomenon probably related to the physiopathology of headache after PPE use is the external compression that it generates, as recently reflected by the group of Ong et al.23 In most cases there is a temporal relationship between the use of devices and the headache, as well as the topographical location of the headache.
T207 3811-4199 Sentence denotes As with homeostatic changes, ICHD-3 typifies a type of headache attributable to uninterrupted compression or traction of pericranial soft tissues.11 Pressure or tractional forces from the mask, together with the accompanying straps, may lead to local tissue damage and exert an irritative effect on the underlying superficial sensory nerves innervating the face, head and cervical region.
T208 4200-4295 Sentence denotes There are several examples in the literature that would be consistent with this mechanism.10–24
T209 4296-4362 Sentence denotes The last factor to be mentioned is the level of anxiety or stress.
T210 4363-4620 Sentence denotes Multiple ways of relating stress and headache have been described, either as ‘de novo’ or as exacerbation in an individual with primary headache.25 In the case of the SARS-CoV-2 pandemic, healthcare workers may be affected by critical incident stress (CIS).
T211 4621-4788 Sentence denotes Critical incidents are events in which people witness or experience tragedy, death, serious injury or threatening situations, which can have a strong emotional impact.
T212 4789-5006 Sentence denotes The signs and symptoms of CIS can be physical, cognitive, emotional and behavioural.26 In our work, we observed that the level of stress in subjects with headache is significantly worse in all aspects measured by PPQ.
T213 5007-5135 Sentence denotes We also showed that the risk of developing headache is higher among nurses and other health professionals than among physicians.
T214 5136-5221 Sentence denotes The explanation for this result is complex, but there are three plausible hypotheses.
T215 5222-5625 Sentence denotes As a general rule, doctors live with a higher level of stress in the course of their work, and therefore, situations considered conflicting do not increase their usual stress threshold excessively.27 It could also be explained by the use of negative coping strategies in some professional groups as opposed to others28; these strategies, not measured in our work, would be related to professional level.
T216 5626-6009 Sentence denotes The third potential explanation, in line with some published studies, is that the higher risk of headache among nurses and other health professionals than in the medical group, is due to the differential characteristics of the workers' occupation, which would involve the use of other devices, cleaning materials, activities with greater energy expenditure or changing work shifts.29
T217 6010-6199 Sentence denotes Different factors or comorbidities that may influence the development of headache have been described in the literature.30 If we look at risk markers, age and sex deserve special attention.
T218 6200-7024 Sentence denotes The female sex is closely related to the development of ‘de novo’ headache.31 Age is a determining factor in the classification of headache according to the International Headache Society.11 Several studies have shown that pain intensity,32 the degree of headache disability and the possibility of secondary headache occurrence are age-related factors.33 In terms of other individually modifiable risk factors, the relationship between blood pressure changes and primary headache should be highlighted, as they share mechanisms of action such as vascular endothelial dysfunction or poor cardiovascular autonomic regulation.34 However, in our study we did not find a clear association between different comorbidities of the individual and the appearance of headache, except for tobacco consumption in the univariate analysis.
T219 7025-7138 Sentence denotes In a review of the relationship between smoking and the occurrence of headache, controversial data were obtained.
T220 7139-7283 Sentence denotes The studies are mostly retrospective and limited, and there is no definite evidence that tobacco is an independent cause of headache occurrence.
T221 7284-7484 Sentence denotes However, most patients with migraine define it as a trigger.35 Headache is one of the most pronounced symptoms in patients suffering from asthma, a fact that has been described in a few papers so far.
T222 7485-7671 Sentence denotes In a study of 93 patients, a statistically significant difference was found in this area, as 62.4% of asthmatics had headache, whereas in the control group the percentage was only 32.8%.
T223 7672-8103 Sentence denotes Other factors such as the use of steroid inhalers, the presence of rhinitis, conjunctivitis or respiratory parameters, such as forced expiratory volume in one second, were studied and characterised.36 In our study, being asthmatic would act as a protective factor against headache associated with mask use, perhaps because of a greater tolerance to hypoxia, and therefore a higher threshold for developing headache for this reason.
T224 8104-8205 Sentence denotes It is especially important to discuss possible methods to reduce the impact of PPE-induced headaches.
T225 8206-8668 Sentence denotes Our findings are in agreement with multiple studies showing that headache triggers are often associated with a change in homeostasis, underscoring the importance of addressing these factors to optimise headache control.37 For example, encouraging the use of powered air-purifying respirators (PAPRs) is a method for healthcare workers working in high-risk areas and for long periods, since the PAPR provides additional safety and reduces the accumulation of CO2.
T226 8669-8883 Sentence denotes On the other hand, we recognise that the conventional N95 face mask fit considers only the overall fit factor and does not take into account the level of tolerability, especially when worn for long periods of time.
T227 8884-9275 Sentence denotes Since current mask designs can cause headaches and affect compliance, the administrators should think about devising new work schedules for healthcare workers (like shorter working hours) and for people who need to wear a filter mask.38 Through novel engineering solutions, next-generation face masks need to be better designed with priority on tolerability and less predisposed to headache.