ONMR: An Orthopedic and Nutritional Mendelian Randomization Database

Fizzy drink (ukb-b-2832)

Mendelian Randomization Results

Intake (exposure) Outcome Method Number of SNPs b se P-value
Fizzy drink (👉 📊) Bone mineral density (paediatric, total body less head) (ebi-a-GCST004772) Weighted median 7 -0.827162036 0.37311862 0.026630774
Fizzy drink (👉 📊) Bone mineral density (paediatric, total body less head) (ebi-a-GCST004772) Inverse variance weighted 7 -0.688823601 0.344277952 0.045416367
Fizzy drink (👉 📊) Osteoprotegerin levels (ebi-a-GCST90010243) Inverse variance weighted 12 1.751747415 0.700770094 0.012428229
Fizzy drink (👉 📊) Achilles tendon injury (ebi-a-GCST90018567) Inverse variance weighted 5 -3.668475972 1.809559095 0.042634181
Fizzy drink (👉 📊) Fractures (ebi-a-GCST90038703) Weighted median 12 0.013027074 0.006056827 0.031491325
Fizzy drink (👉 📊) Benign neoplasm of bone and articular cartilage (all cancers excluded) (finn-b-CD2_BENIGN_BONE_CARTILAGE_EXALLC) Weighted median 12 -1.779489395 0.884928778 0.044337678
Fizzy drink (👉 📊) Benign neoplasm: Scapula and long bones of upper limb (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER) Weighted median 12 5.408249853 2.60714429 0.038042543
Fizzy drink (👉 📊) Benign neoplasm: Scapula and long bones of upper limb (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER) Inverse variance weighted 12 4.236901048 1.901924092 0.025901062
Fizzy drink (👉 📊) Benign neoplasm: Scapula and long bones of upper limb (all cancers excluded) (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER_EXALLC) Weighted median 12 5.459471318 2.570568749 0.033683701
Fizzy drink (👉 📊) Benign neoplasm: Scapula and long bones of upper limb (all cancers excluded) (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER_EXALLC) Inverse variance weighted 12 4.244177246 1.904473787 0.025845183
Fizzy drink (👉 📊) Benign neoplasm: Connective and other soft tissue of head, face and neck (finn-b-CD2_BENIGN_CONNSOFT_HEADFACETRUNK) Inverse variance weighted 12 -3.023809593 1.313894828 0.021368515
Fizzy drink (👉 📊) Benign neoplasm: Connective and other soft tissue of head, face and neck (all cancers excluded) (finn-b-CD2_BENIGN_CONNSOFT_HEADFACETRUNK_EXALLC) Inverse variance weighted 12 -3.029637462 1.31431438 0.021160489
Fizzy drink (👉 📊) Benign neoplasm: Connective and other soft tissue of upper limb, including shoulder (finn-b-CD2_BENIGN_CONNSOFT_UPPERLIMB) Inverse variance weighted 12 -1.764179537 0.871363376 0.042906421
Fizzy drink (👉 📊) Pain in joint (finn-b-JOINTPAIN) Weighted median 12 0.651403624 0.279347446 0.019707212
Fizzy drink (👉 📊) Other intervertebral disc disorders (finn-b-M13_INTERVERTEB) Inverse variance weighted 12 0.355577212 0.173657295 0.040601167
Fizzy drink (👉 📊) Juvenile osteochondrosis (finn-b-M13_JUVOSTEOCHONRHIP) MR Egger 12 6.480862481 2.511702573 0.027403766
Fizzy drink (👉 📊) Pain (limb, back, neck, head abdominally) (finn-b-PAIN) Inverse variance weighted 12 0.25559175 0.103930369 0.013922394
Fizzy drink (👉 📊) Burn and corrosion of wrist and hand (finn-b-ST19_BURN_CORROSION_WRIST_HAND) Weighted median 12 2.941943491 1.342037996 0.028368952
Fizzy drink (👉 📊) Injury of muscle and tendon at ankle and foot level (finn-b-ST19_INJURY_MUSCLE_TENDON_ANKLE_FOOT_LEVEL) Inverse variance weighted 12 2.535018515 1.240170377 0.040944765
Fizzy drink (👉 📊) Knee and hip osteoarthritis (ieu-a-1170) Inverse variance weighted 6 -1.073161479 0.513424652 0.036599615
Fizzy drink (👉 📊) Psoriatic arthritis (ieu-b-5116) Inverse variance weighted 12 1.162446497 0.425834932 0.006337172
Fizzy drink (👉 📊) Pain type(s) experienced in last month: Knee pain (ukb-a-476) Weighted median 12 -0.04210115 0.020808779 0.043048434
Fizzy drink (👉 📊) Pain type(s) experienced in last month: Knee pain (ukb-a-476) Inverse variance weighted 12 -0.042108736 0.01637189 0.01011087
Fizzy drink (👉 📊) Heel bone mineral density (BMD) T-score automated (ukb-a-500) MR Egger 12 0.335075172 0.14119204 0.039064122
Fizzy drink (👉 📊) Operative procedures - secondary OPCS: Z84.6 Knee joint (ukb-b-10001) Inverse variance weighted 9 -0.013171463 0.005695543 0.020745134
Fizzy drink (👉 📊) Diagnoses - main ICD10: T84.0 Mechanical complication of internal joint prosthesis (ukb-b-14753) Inverse variance weighted 3 -0.007577842 0.003411582 0.026336718
Fizzy drink (👉 📊) Diagnoses - secondary ICD10: M13.99 Arthritis, unspecified (Site unspecified) (ukb-b-15026) Inverse variance weighted 5 -0.007924201 0.004007939 0.048027396
Fizzy drink (👉 📊) Operative procedures - main OPCS: W40.1 Primary total prosthetic replacement of knee joint using cement (ukb-b-16240) Inverse variance weighted 9 -0.009262719 0.004138272 0.025201106
Fizzy drink (👉 📊) Pain type(s) experienced in last month: Knee pain (ukb-b-16254) Inverse variance weighted 12 -0.044042424 0.014009332 0.00166774
Fizzy drink (👉 📊) Non-cancer illness code, self-reported: cervical spondylosis (ukb-b-2349) Inverse variance weighted 8 -0.00663498 0.00333499 0.046645498
Fizzy drink (👉 📊) Rheumatoid arthritis (ukb-d-M13_RHEUMA) MR Egger 12 -0.017074601 0.007113067 0.037286611
Fizzy drink (👉 📊) Fractured/broken bones in last 5 years (ukb-e-2463_AFR) Inverse variance weighted 8 -2.798526069 1.381568955 0.042804307
Fizzy drink (👉 📊) Pain in joint (ukb-e-745_CSA) Inverse variance weighted 9 3.721081484 1.770948048 0.035625126

Mendelian Randomization Results (Single SNP)

Intake (exposure) Outcome SNP b se P-value
Fizzy drink Bone mineral density (paediatric, total body less head) (ebi-a-GCST004772) rs35421650 -1.74147094369294 0.820813372744878 0.0338679336265162
Fizzy drink Bone mineral density (paediatric, total body less head) (ebi-a-GCST004772) All - Inverse variance weighted -0.68882360088334 0.344277951850467 0.0454163665940113
Fizzy drink Osteoprotegerin levels (ebi-a-GCST90010243) rs2212808 5.1234296096401 2.50030726480883 0.0404503827593612
Fizzy drink Osteoprotegerin levels (ebi-a-GCST90010243) All - Inverse variance weighted 1.75174741472204 0.700770093875775 0.0124282290639094
Fizzy drink Achilles tendon injury (ebi-a-GCST90018567) All - Inverse variance weighted -3.66847597181211 1.80955909536647 0.0426341805656588
Fizzy drink Benign neoplasm of bone and articular cartilage (all cancers excluded) (finn-b-CD2_BENIGN_BONE_CARTILAGE_EXALLC) rs6819167 5.03586943421142 2.25330266046921 0.025424983563186
Fizzy drink Benign neoplasm: Scapula and long bones of upper limb (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER) rs35421650 12.7444413704734 6.23935233047454 0.0410929990823006
Fizzy drink Benign neoplasm: Scapula and long bones of upper limb (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER) rs7829588 9.25686730388358 4.49926806165504 0.039646201632675
Fizzy drink Benign neoplasm: Scapula and long bones of upper limb (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER) All - Inverse variance weighted 4.23690104847216 1.901924092297 0.0259010621453468
Fizzy drink Benign neoplasm: Scapula and long bones of upper limb (all cancers excluded) (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER_EXALLC) rs35421650 12.6934781659071 6.23571210157695 0.0417895287343688
Fizzy drink Benign neoplasm: Scapula and long bones of upper limb (all cancers excluded) (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER_EXALLC) rs7829588 9.21073673592402 4.50234343285234 0.0407794944251813
Fizzy drink Benign neoplasm: Scapula and long bones of upper limb (all cancers excluded) (finn-b-CD2_BENIGN_BONE_SCAPULA_LONG_UPPER_EXALLC) All - Inverse variance weighted 4.2441772456652 1.90447378650978 0.0258451833685804
Fizzy drink Benign neoplasm: Connective and other soft tissue of head, face and neck (finn-b-CD2_BENIGN_CONNSOFT_HEADFACETRUNK) rs6819167 -11.3555973610158 4.74765630322118 0.0167645036167221
Fizzy drink Benign neoplasm: Connective and other soft tissue of head, face and neck (finn-b-CD2_BENIGN_CONNSOFT_HEADFACETRUNK) All - Inverse variance weighted -3.02380959342373 1.31389482829667 0.021368514634705
Fizzy drink Benign neoplasm: Connective and other soft tissue of head, face and neck (all cancers excluded) (finn-b-CD2_BENIGN_CONNSOFT_HEADFACETRUNK_EXALLC) rs6819167 -11.4027595097233 4.74765630322118 0.0163161415990813
Fizzy drink Benign neoplasm: Connective and other soft tissue of head, face and neck (all cancers excluded) (finn-b-CD2_BENIGN_CONNSOFT_HEADFACETRUNK_EXALLC) All - Inverse variance weighted -3.02963746171979 1.31431438027413 0.0211604885339056
Fizzy drink Benign neoplasm: Connective and other soft tissue of upper limb, including shoulder (finn-b-CD2_BENIGN_CONNSOFT_UPPERLIMB) All - Inverse variance weighted -1.76417953659158 0.871363376456646 0.0429064205139356
Fizzy drink Pain in joint (finn-b-JOINTPAIN) rs7829588 0.962591184756 0.488984020371259 0.0490043914905164
Fizzy drink Other intervertebral disc disorders (finn-b-M13_INTERVERTEB) rs7829588 0.950289699966786 0.412099740438671 0.0211123003516535
Fizzy drink Other intervertebral disc disorders (finn-b-M13_INTERVERTEB) All - Inverse variance weighted 0.355577212365511 0.173657295440934 0.0406011665381895
Fizzy drink Juvenile osteochondrosis (finn-b-M13_JUVOSTEOCHONRHIP) All - MR Egger 6.48086248074588 2.51170257287911 0.0274037656701565
Fizzy drink Pain (limb, back, neck, head abdominally) (finn-b-PAIN) rs7829588 0.550491444317329 0.246029695784281 0.0252536793235391
Fizzy drink Pain (limb, back, neck, head abdominally) (finn-b-PAIN) All - Inverse variance weighted 0.255591749728919 0.103930369372911 0.0139223937828302
Fizzy drink Injury of muscle and tendon at ankle and foot level (finn-b-ST19_INJURY_MUSCLE_TENDON_ANKLE_FOOT_LEVEL) All - Inverse variance weighted 2.53501851489265 1.2401703774513 0.0409447645451875
Fizzy drink Knee and hip osteoarthritis (ieu-a-1170) rs949734 -2.742625744984 1.13553890167534 0.0157238268329055
Fizzy drink Knee and hip osteoarthritis (ieu-a-1170) All - Inverse variance weighted -1.07316147916748 0.513424652231985 0.036599615253686
Fizzy drink Psoriatic arthritis (ieu-b-5116) rs9587497 3.57818007411463 1.51966661991141 0.018543538563999
Fizzy drink Psoriatic arthritis (ieu-b-5116) All - Inverse variance weighted 1.16244649717333 0.425834931686549 0.0063371720722786
Fizzy drink Pain type(s) experienced in last month: Knee pain (ukb-a-476) rs78236863 -0.142085354870573 0.0575201185322913 0.0135043056686519
Fizzy drink Pain type(s) experienced in last month: Knee pain (ukb-a-476) All - Inverse variance weighted -0.0421087357064098 0.0163718899599621 0.0101108704469746
Fizzy drink Heel bone mineral density (BMD) T-score automated (ukb-a-500) All - MR Egger 0.335075172461664 0.141192040101918 0.0390641221000098
Fizzy drink Operative procedures - secondary OPCS: Z84.6 Knee joint (ukb-b-10001) rs6819167 -0.0401910067022654 0.0132107466816188 0.0023478060687955
Fizzy drink Operative procedures - secondary OPCS: Z84.6 Knee joint (ukb-b-10001) rs7829588 -0.0283830620855937 0.0137215989469929 0.0385934778966192
Fizzy drink Operative procedures - secondary OPCS: Z84.6 Knee joint (ukb-b-10001) All - Inverse variance weighted -0.01317146286692 0.0056955434824209 0.020745134221715
Fizzy drink Diagnoses - main ICD10: T84.0 Mechanical complication of internal joint prosthesis (ukb-b-14753) rs2212808 -0.0120313677291795 0.0060308867929569 0.0460474269182132
Fizzy drink Diagnoses - main ICD10: T84.0 Mechanical complication of internal joint prosthesis (ukb-b-14753) All - Inverse variance weighted -0.0075778415461926 0.0034115821538549 0.0263367183815261
Fizzy drink Diagnoses - secondary ICD10: M13.99 Arthritis, unspecified (Site unspecified) (ukb-b-15026) rs2212808 -0.0250764421407006 0.0092563657252785 0.0067465523902341
Fizzy drink Diagnoses - secondary ICD10: M13.99 Arthritis, unspecified (Site unspecified) (ukb-b-15026) All - Inverse variance weighted -0.0079242005456538 0.0040079391953758 0.0480273964100167
Fizzy drink Operative procedures - main OPCS: W40.1 Primary total prosthetic replacement of knee joint using cement (ukb-b-16240) All - Inverse variance weighted -0.0092627193302794 0.0041382721068593 0.0252011064266619
Fizzy drink Pain type(s) experienced in last month: Knee pain (ukb-b-16254) rs6920614 -0.101893872951582 0.0500390149521881 0.0417213894056259
Fizzy drink Pain type(s) experienced in last month: Knee pain (ukb-b-16254) rs78236863 -0.107738589814358 0.0494369716161645 0.0293084918778937
Fizzy drink Pain type(s) experienced in last month: Knee pain (ukb-b-16254) All - Inverse variance weighted -0.0440424241218375 0.0140093319074226 0.0016677399447956
Fizzy drink Non-cancer illness code, self-reported: cervical spondylosis (ukb-b-2349) All - Inverse variance weighted -0.0066349795735682 0.0033349902604907 0.0466454979038487
Fizzy drink Rheumatoid arthritis (ukb-d-M13_RHEUMA) rs2212808 0.0196980789269778 0.0090096454431292 0.0287913019982178
Fizzy drink Rheumatoid arthritis (ukb-d-M13_RHEUMA) All - MR Egger -0.0170746014630516 0.0071130670925751 0.0372866109900815
Fizzy drink Fractured/broken bones in last 5 years (ukb-e-2463_AFR) rs9587497 -14.0446769136099 6.43865181960916 0.0291607098026901
Fizzy drink Fractured/broken bones in last 5 years (ukb-e-2463_AFR) All - Inverse variance weighted -2.79852606942963 1.38156895486111 0.0428043073073352
Fizzy drink Pain in joint (ukb-e-745_CSA) rs2212808 12.0394367702461 5.20426430117295 0.0207017998215489
Fizzy drink Pain in joint (ukb-e-745_CSA) All - Inverse variance weighted 3.72108148437643 1.77094804795378 0.0356251255077248